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ORCIDBibTeX records: Leandro L. Minku
@article{DBLP:journals/cim/Minku24,
author = {Leandro L. Minku},
title = {{IEEE} {CIS} VP-Conferences Vision Statement [Society Briefs]},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {19},
number = {1},
pages = {6--7},
year = {2024},
url = {https://doi.org/10.1109/MCI.2023.3332538},
doi = {10.1109/MCI.2023.3332538},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cim/Minku24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/MinkuS24,
author = {Leandro L. Minku and
Liyan Song},
title = {Conference Calendar [Conference Calendar]},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {19},
number = {1},
pages = {88},
year = {2024},
url = {https://doi.org/10.1109/MCI.2023.3333132},
doi = {10.1109/MCI.2023.3333132},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cim/MinkuS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/MinkuS24a,
author = {Leandro L. Minku and
Liyan Song},
title = {Conference Calendar [Conference Calendar]},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {19},
number = {2},
pages = {142},
year = {2024},
url = {https://doi.org/10.1109/MCI.2024.3365236},
doi = {10.1109/MCI.2024.3365236},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cim/MinkuS24a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/VellascoM23,
author = {Marley M. B. R. Vellasco and
Leandro L. Minku},
title = {Conference Calendar [Conference Calendar]},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {18},
number = {2},
pages = {104},
year = {2023},
url = {https://doi.org/10.1109/MCI.2023.3251819},
doi = {10.1109/MCI.2023.3251819},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cim/VellascoM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ese/CabralMOPT23,
author = {George G. Cabral and
Leandro L. Minku and
Adriano L. I. Oliveira and
Dinaldo A. Pessoa and
Sadia Tabassum},
title = {An investigation of online and offline learning models for online
Just-in-Time Software Defect Prediction},
journal = {Empir. Softw. Eng.},
volume = {28},
number = {5},
pages = {121},
year = {2023},
url = {https://doi.org/10.1007/s10664-023-10335-6},
doi = {10.1007/S10664-023-10335-6},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ese/CabralMOPT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ese/SongMY23,
author = {Liyan Song and
Leandro L. Minku and
Xin Yao},
title = {On the validity of retrospective predictive performance evaluation
procedures in just-in-time software defect prediction},
journal = {Empir. Softw. Eng.},
volume = {28},
number = {5},
pages = {124},
year = {2023},
url = {https://doi.org/10.1007/s10664-023-10341-8},
doi = {10.1007/S10664-023-10341-8},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ese/SongMY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/OliveiraMO23,
author = {Gustavo H. F. M. Oliveira and
Leandro L. Minku and
Adriano L. I. Oliveira},
title = {Tackling Virtual and Real Concept Drifts: An Adaptive Gaussian Mixture
Model Approach},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {2},
pages = {2048--2060},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2021.3099690},
doi = {10.1109/TKDE.2021.3099690},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/OliveiraMO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/SoaresM23,
author = {Rodrigo G. F. Soares and
Leandro L. Minku},
title = {{OSNN:} An Online Semisupervised Neural Network for Nonstationary
Data Streams},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {34},
number = {9},
pages = {6029--6041},
year = {2023},
url = {https://doi.org/10.1109/TNNLS.2021.3132584},
doi = {10.1109/TNNLS.2021.3132584},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/SoaresM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/LuGYM23,
author = {Jie Lu and
Jo{\~{a}}o Gama and
Xin Yao and
Leandro L. Minku},
title = {Guest Editorial: Special Issue on Stream Learning},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {34},
number = {10},
pages = {6683--6685},
year = {2023},
url = {https://doi.org/10.1109/TNNLS.2023.3304146},
doi = {10.1109/TNNLS.2023.3304146},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/LuGYM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tse/TabassumMF23,
author = {Sadia Tabassum and
Leandro L. Minku and
Danyi Feng},
title = {Cross-Project Online Just-In-Time Software Defect Prediction},
journal = {{IEEE} Trans. Software Eng.},
volume = {49},
number = {1},
pages = {268--287},
year = {2023},
url = {https://doi.org/10.1109/TSE.2022.3150153},
doi = {10.1109/TSE.2022.3150153},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tse/TabassumMF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tse/SongM23,
author = {Liyan Song and
Leandro L. Minku},
title = {A Procedure to Continuously Evaluate Predictive Performance of Just-In-Time
Software Defect Prediction Models During Software Development},
journal = {{IEEE} Trans. Software Eng.},
volume = {49},
number = {2},
pages = {646--666},
year = {2023},
url = {https://doi.org/10.1109/TSE.2022.3158831},
doi = {10.1109/TSE.2022.3158831},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tse/SongM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tse/CabralM23,
author = {George G. Cabral and
Leandro L. Minku},
title = {Towards Reliable Online Just-in-Time Software Defect Prediction},
journal = {{IEEE} Trans. Software Eng.},
volume = {49},
number = {3},
pages = {1342--1358},
year = {2023},
url = {https://doi.org/10.1109/TSE.2022.3175789},
doi = {10.1109/TSE.2022.3175789},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tse/CabralM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/TongMMS023,
author = {Hao Tong and
Leandro L. Minku and
Stefan Menzel and
Bernhard Sendhoff and
Xin Yao},
editor = {Sara Silva and
Lu{\'{\i}}s Paquete},
title = {A Novel Generalized Metaheuristic Framework for Dynamic Capacitated
Arc Routing Problems},
booktitle = {Companion Proceedings of the Conference on Genetic and Evolutionary
Computation, {GECCO} 2023, Companion Volume, Lisbon, Portugal, July
15-19, 2023},
pages = {45--46},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583133.3595829},
doi = {10.1145/3583133.3595829},
timestamp = {Sat, 05 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/TongMMS023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/ShiWM023,
author = {Xinming Shi and
Zilu Wang and
Leandro L. Minku and
Xin Yao},
editor = {Sara Silva and
Lu{\'{\i}}s Paquete},
title = {Explaining Memristive Reservoir Computing Through Evolving Feature
Attribution},
booktitle = {Companion Proceedings of the Conference on Genetic and Evolutionary
Computation, {GECCO} 2023, Companion Volume, Lisbon, Portugal, July
15-19, 2023},
pages = {683--686},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583133.3590619},
doi = {10.1145/3583133.3590619},
timestamp = {Sat, 05 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/ShiWM023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigsoft/SongMT023,
author = {Liyan Song and
Leandro L. Minku and
Cong Teng and
Xin Yao},
editor = {Satish Chandra and
Kelly Blincoe and
Paolo Tonella},
title = {A Practical Human Labeling Method for Online Just-in-Time Software
Defect Prediction},
booktitle = {Proceedings of the 31st {ACM} Joint European Software Engineering
Conference and Symposium on the Foundations of Software Engineering,
{ESEC/FSE} 2023, San Francisco, CA, USA, December 3-9, 2023},
pages = {605--617},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3611643.3616307},
doi = {10.1145/3611643.3616307},
timestamp = {Mon, 04 Dec 2023 11:02:39 +0100},
biburl = {https://dblp.org/rec/conf/sigsoft/SongMT023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/ncs/SongM23,
author = {Liyan Song and
Leandro L. Minku},
editor = {Jos{\'{e}} Ra{\'{u}}l Romero and
Inmaculada Medina{-}Bulo and
Francisco Chicano},
title = {Artificial Intelligence in Software Project Management},
booktitle = {Optimising the Software Development Process with Artificial Intelligence},
series = {Natural Computing Series},
pages = {19--65},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-981-19-9948-2\_2},
doi = {10.1007/978-981-19-9948-2\_2},
timestamp = {Wed, 06 Sep 2023 16:53:03 +0200},
biburl = {https://dblp.org/rec/series/ncs/SongM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@misc{DBLP:data/10/SongMTY23,
author = {Liyan Song and
Leandro L. Minku and
Cong Teng and
Xin Yao},
title = {HumLa-fse2023 (Version release1.2)},
publisher = {Zenodo},
year = {2023},
month = aug,
howpublished = {\url{https://doi.org/10.5281/zenodo.8272293}},
note = {Accessed on YYYY-MM-DD.},
url = {https://doi.org/10.5281/zenodo.8272293},
doi = {10.5281/ZENODO.8272293},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/data/10/SongMTY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-10668,
author = {Gan Ruan and
Leandro L. Minku and
Stefan Menzel and
Bernhard Sendhoff and
Xin Yao},
title = {Knowledge Transfer for Dynamic Multi-objective Optimization with a
Changing Number of Objectives},
journal = {CoRR},
volume = {abs/2306.10668},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.10668},
doi = {10.48550/ARXIV.2306.10668},
eprinttype = {arXiv},
eprint = {2306.10668},
timestamp = {Thu, 22 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-10668.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-14845,
author = {Chun Wai Chiu and
Leandro L. Minku},
title = {SMOClust: Synthetic Minority Oversampling based on Stream Clustering
for Evolving Data Streams},
journal = {CoRR},
volume = {abs/2308.14845},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.14845},
doi = {10.48550/ARXIV.2308.14845},
eprinttype = {arXiv},
eprint = {2308.14845},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-14845.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/VellascoM22,
author = {Marley M. B. R. Vellasco and
Leandro L. Minku},
title = {[Conference Calendar]},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {17},
number = {1},
pages = {116},
year = {2022},
url = {https://doi.org/10.1109/MCI.2021.3129963},
doi = {10.1109/MCI.2021.3129963},
timestamp = {Wed, 19 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cim/VellascoM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/VellascoM22a,
author = {Marley M. B. R. Vellasco and
Leandro L. Minku},
title = {[Conference Calendar]},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {17},
number = {2},
pages = {104},
year = {2022},
url = {https://doi.org/10.1109/MCI.2022.3155329},
doi = {10.1109/MCI.2022.3155329},
timestamp = {Thu, 21 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cim/VellascoM22a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/VellascoM22b,
author = {Marley M. B. R. Vellasco and
Leandro L. Minku},
title = {[Conference Calendar]},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {17},
number = {3},
pages = {66},
year = {2022},
url = {https://doi.org/10.1109/MCI.2022.3181348},
doi = {10.1109/MCI.2022.3181348},
timestamp = {Tue, 26 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cim/VellascoM22b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/VellascoM22c,
author = {Marley M. B. R. Vellasco and
Leandro L. Minku},
title = {Conference Calendar},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {17},
number = {4},
pages = {70},
year = {2022},
url = {https://doi.org/10.1109/MCI.2022.3201806},
doi = {10.1109/MCI.2022.3201806},
timestamp = {Thu, 17 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cim/VellascoM22c.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/SwanABHJKKMMOPG22,
author = {Jerry Swan and
Steven Adri{\ae}nsen and
Alexander E. I. Brownlee and
Kevin Hammond and
Colin G. Johnson and
Ahmed Kheiri and
Faustyna Krawiec and
Juan Juli{\'{a}}n Merelo and
Leandro L. Minku and
Ender {\"{O}}zcan and
Gisele L. Pappa and
Pablo Garc{\'{\i}}a{-}S{\'{a}}nchez and
Kenneth S{\"{o}}rensen and
Stefan Vo{\ss} and
Markus Wagner and
David R. White},
title = {Metaheuristics "In the Large"},
journal = {Eur. J. Oper. Res.},
volume = {297},
number = {2},
pages = {393--406},
year = {2022},
url = {https://doi.org/10.1016/j.ejor.2021.05.042},
doi = {10.1016/J.EJOR.2021.05.042},
timestamp = {Wed, 14 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eor/SwanABHJKKMMOPG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/gpem/ShiMY22,
author = {Xinming Shi and
Leandro L. Minku and
Xin Yao},
title = {A novel tree-based representation for evolving analog circuits and
its application to memristor-based pulse generation circuit},
journal = {Genet. Program. Evolvable Mach.},
volume = {23},
number = {4},
pages = {453--493},
year = {2022},
url = {https://doi.org/10.1007/s10710-022-09436-w},
doi = {10.1007/S10710-022-09436-W},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/gpem/ShiMY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tc/ShiMY22,
author = {Xinming Shi and
Leandro L. Minku and
Xin Yao},
title = {Adaptive Memory-Enhanced Time Delay Reservoir and its Memristive Implementation},
journal = {{IEEE} Trans. Computers},
volume = {71},
number = {11},
pages = {2766--2777},
year = {2022},
url = {https://doi.org/10.1109/TC.2022.3173151},
doi = {10.1109/TC.2022.3173151},
timestamp = {Sun, 13 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tc/ShiMY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/VermettenSCMK22,
author = {Diederick Vermetten and
Bas van Stein and
Fabio Caraffini and
Leandro L. Minku and
Anna V. Kononova},
title = {{BIAS:} {A} Toolbox for Benchmarking Structural Bias in the Continuous
Domain},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {26},
number = {6},
pages = {1380--1393},
year = {2022},
url = {https://doi.org/10.1109/TEVC.2022.3189848},
doi = {10.1109/TEVC.2022.3189848},
timestamp = {Sun, 25 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tec/VermettenSCMK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/TongMMSY22,
author = {Hao Tong and
Leandro L. Minku and
Stefan Menzel and
Bernhard Sendhoff and
Xin Yao},
title = {A Novel Generalized Metaheuristic Framework for Dynamic Capacitated
Arc Routing Problems},
journal = {{IEEE} Trans. Evol. Comput.},
volume = {26},
number = {6},
pages = {1486--1500},
year = {2022},
url = {https://doi.org/10.1109/TEVC.2022.3147509},
doi = {10.1109/TEVC.2022.3147509},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tec/TongMMSY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ChiuM22,
author = {Chun Wai Chiu and
Leandro L. Minku},
title = {A Diversity Framework for Dealing With Multiple Types of Concept Drift
Based on Clustering in the Model Space},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {33},
number = {3},
pages = {1299--1309},
year = {2022},
url = {https://doi.org/10.1109/TNNLS.2020.3041684},
doi = {10.1109/TNNLS.2020.3041684},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/ChiuM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tosem/SobhyMBK22,
author = {Dalia Sobhy and
Leandro L. Minku and
Rami Bahsoon and
Rick Kazman},
title = {Continuous and Proactive Software Architecture Evaluation: An IoT
Case},
journal = {{ACM} Trans. Softw. Eng. Methodol.},
volume = {31},
number = {3},
pages = {46:1--46:54},
year = {2022},
url = {https://doi.org/10.1145/3492762},
doi = {10.1145/3492762},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tosem/SobhyMBK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/TongMMSY22,
author = {Hao Tong and
Leandro L. Minku and
Stefan Menzel and
Bernhard Sendhoff and
Xin Yao},
title = {Benchmarking Dynamic Capacitated Arc Routing Algorithms Using Real-World
Traffic Simulation},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2022, Padua, Italy,
July 18-23, 2022},
pages = {1--8},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CEC55065.2022.9870399},
doi = {10.1109/CEC55065.2022.9870399},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cec/TongMMSY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/TongMMS022,
author = {Hao Tong and
Leandro L. Minku and
Stefan Menzel and
Bernhard Sendhoff and
Xin Yao},
editor = {Jonathan E. Fieldsend and
Markus Wagner},
title = {What makes the dynamic capacitated Arc routing problem hard to solve:
insights from fitness landscape analysis},
booktitle = {{GECCO} '22: Genetic and Evolutionary Computation Conference, Boston,
Massachusetts, USA, July 9 - 13, 2022},
pages = {305--313},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3512290.3528756},
doi = {10.1145/3512290.3528756},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/TongMMS022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/ShiGM022,
author = {Xinming Shi and
Jiashi Gao and
Leandro L. Minku and
Xin Yao},
editor = {Jonathan E. Fieldsend and
Markus Wagner},
title = {Evolving parsimonious circuits through shapley value-based genetic
programming},
booktitle = {{GECCO} '22: Genetic and Evolutionary Computation Conference, Companion
Volume, Boston, Massachusetts, USA, July 9 - 13, 2022},
pages = {602--605},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3520304.3529032},
doi = {10.1145/3520304.3529032},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/ShiGM022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/SahaMYSM22,
author = {Sneha Saha and
Leandro L. Minku and
Xin Yao and
Bernhard Sendhoff and
Stefan Menzel},
title = {Split-AE: An Autoencoder-based Disentanglement Framework for 3D Shape-to-shape
Feature Transfer},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2022, Padua,
Italy, July 18-23, 2022},
pages = {1--9},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IJCNN55064.2022.9892814},
doi = {10.1109/IJCNN55064.2022.9892814},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/SahaMYSM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/SongLMY22,
author = {Liyan Song and
Shuxian Li and
Leandro L. Minku and
Xin Yao},
title = {A Novel Data Stream Learning Approach to Tackle One-Sided Label Noise
From Verification Latency},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2022, Padua,
Italy, July 18-23, 2022},
pages = {1--8},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IJCNN55064.2022.9891911},
doi = {10.1109/IJCNN55064.2022.9891911},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/SongLMY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-04361,
author = {Gan Ruan and
Leandro L. Minku and
Zhao Xu and
Xin Yao},
title = {Evolutionary Optimization for Proactive and Dynamic Computing Resource
Allocation in Open Radio Access Network},
journal = {CoRR},
volume = {abs/2201.04361},
year = {2022},
url = {https://arxiv.org/abs/2201.04361},
eprinttype = {arXiv},
eprint = {2201.04361},
timestamp = {Thu, 20 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-04361.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/VellascoM21,
author = {Marley M. B. R. Vellasco and
Leandro L. Minku},
title = {[Conference Calendar]},
journal = {{IEEE} Comput. Intell. Mag.},
volume = {16},
number = {4},
pages = {100},
year = {2021},
url = {https://doi.org/10.1109/MCI.2021.3108308},
doi = {10.1109/MCI.2021.3108308},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cim/VellascoM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/infsof/NiDYMYHX21,
author = {Youcong Ni and
Xin Du and
Peng Ye and
Leandro L. Minku and
Xin Yao and
Mark Harman and
Ruliang Xiao},
title = {Multi-objective software performance optimisation at the architecture
level using randomised search rules},
journal = {Inf. Softw. Technol.},
volume = {135},
pages = {106565},
year = {2021},
url = {https://doi.org/10.1016/j.infsof.2021.106565},
doi = {10.1016/J.INFSOF.2021.106565},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/infsof/NiDYMYHX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/TongHMY21,
author = {Hao Tong and
Changwu Huang and
Leandro L. Minku and
Xin Yao},
title = {Surrogate models in evolutionary single-objective optimization: {A}
new taxonomy and experimental study},
journal = {Inf. Sci.},
volume = {562},
pages = {414--437},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2021.03.002},
doi = {10.1016/J.INS.2021.03.002},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/TongHMY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/BrzezinskiMPSS21,
author = {Dariusz Brzezinski and
Leandro L. Minku and
Tomasz Pewinski and
Jerzy Stefanowski and
Artur Szumaczuk},
title = {The impact of data difficulty factors on classification of imbalanced
and concept drifting data streams},
journal = {Knowl. Inf. Syst.},
volume = {63},
number = {6},
pages = {1429--1469},
year = {2021},
url = {https://doi.org/10.1007/s10115-021-01560-w},
doi = {10.1007/S10115-021-01560-W},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/BrzezinskiMPSS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigsoft/YooATMMM21,
author = {Shin Yoo and
Aldeida Aleti and
Burak Turhan and
Leandro L. Minku and
Andriy V. Miranskyy and
{\c{C}}etin Meri{\c{c}}li},
title = {The 8th International Workshop on Realizing Artificial Intelligence
Synergies in Software Engineering},
journal = {{ACM} {SIGSOFT} Softw. Eng. Notes},
volume = {46},
number = {1},
pages = {23--24},
year = {2021},
url = {https://doi.org/10.1145/3437479.3437485},
doi = {10.1145/3437479.3437485},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigsoft/YooATMMM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taas/HassanBMA21,
author = {Sara Hassan and
Rami Bahsoon and
Leandro L. Minku and
Nour Ali},
title = {Dynamic Evaluation of Microservice Granularity Adaptation},
journal = {{ACM} Trans. Auton. Adapt. Syst.},
volume = {16},
number = {2},
pages = {4:1--4:35},
year = {2021},
url = {https://doi.org/10.1145/3502724},
doi = {10.1145/3502724},
timestamp = {Fri, 01 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/taas/HassanBMA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tosem/SobhyBMK21,
author = {Dalia Sobhy and
Rami Bahsoon and
Leandro L. Minku and
Rick Kazman},
title = {Evaluation of Software Architectures under Uncertainty: {A} Systematic
Literature Review},
journal = {{ACM} Trans. Softw. Eng. Methodol.},
volume = {30},
number = {4},
pages = {51:1--51:50},
year = {2021},
url = {https://doi.org/10.1145/3464305},
doi = {10.1145/3464305},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tosem/SobhyBMK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/SahaMYSM21,
author = {Sneha Saha and
Leandro L. Minku and
Xin Yao and
Bernhard Sendhoff and
Stefan Menzel},
title = {Exploiting Linear Interpolation of Variational Autoencoders for Satisfying
Preferences in Evolutionary Design Optimization},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2021, Krak{\'{o}}w,
Poland, June 28 - July 1, 2021},
pages = {1767--1776},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/CEC45853.2021.9504772},
doi = {10.1109/CEC45853.2021.9504772},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cec/SahaMYSM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/TongMMS021,
author = {Hao Tong and
Leandro L. Minku and
Stefan Menzel and
Bernhard Sendhoff and
Xin Yao},
editor = {Krzysztof Krawiec},
title = {A hybrid local search framework for the dynamic capacitated arc routing
problem},
booktitle = {{GECCO} '21: Genetic and Evolutionary Computation Conference, Companion
Volume, Lille, France, July 10-14, 2021},
pages = {139--140},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3449726.3459450},
doi = {10.1145/3449726.3459450},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/TongMMS021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/promise/Minku21,
author = {Leandro L. Minku},
editor = {Shane McIntosh and
Xin Xia and
Sousuke Amasaki},
title = {Multi-stream online transfer learning for software effort estimation:
is it necessary?},
booktitle = {{PROMISE} '21: 17th International Conference on Predictive Models
and Data Analytics in Software Engineering, Athens Greece, August
19-20, 2021},
pages = {11--20},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3475960.3475988},
doi = {10.1145/3475960.3475988},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/promise/Minku21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/SahaRMSWYBSM21,
author = {Sneha Saha and
Thiago Rios and
Leandro L. Minku and
Bas van Stein and
Patricia Wollstadt and
Xin Yao and
Thomas B{\"{a}}ck and
Bernhard Sendhoff and
Stefan Menzel},
title = {Exploiting Generative Models for Performance Predictions of 3D Car
Designs},
booktitle = {{IEEE} Symposium Series on Computational Intelligence, {SSCI} 2021,
Orlando, FL, USA, December 5-7, 2021},
pages = {1--9},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/SSCI50451.2021.9660034},
doi = {10.1109/SSCI50451.2021.9660034},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ssci/SahaRMSWYBSM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/ShiGMYY21,
author = {Xinming Shi and
Jiashi Gao and
Leandro L. Minku and
James J. Q. Yu and
Xin Yao},
title = {Second-order Time Delay Reservoir Computing for Nonlinear Time Series
Problems},
booktitle = {{IEEE} Symposium Series on Computational Intelligence, {SSCI} 2021,
Orlando, FL, USA, December 5-7, 2021},
pages = {1--8},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/SSCI50451.2021.9659913},
doi = {10.1109/SSCI50451.2021.9659913},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ssci/ShiGMYY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-05983,
author = {Gustavo H. F. M. Oliveira and
Leandro L. Minku and
Adriano L. I. Oliveira},
title = {Tackling Virtual and Real Concept Drifts: An Adaptive Gaussian Mixture
Model},
journal = {CoRR},
volume = {abs/2102.05983},
year = {2021},
url = {https://arxiv.org/abs/2102.05983},
eprinttype = {arXiv},
eprint = {2102.05983},
timestamp = {Fri, 19 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-05983.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-06585,
author = {Hao Tong and
Leandro L. Minku and
Stefan Menzel and
Bernhard Sendhoff and
Xin Yao},
title = {A Novel Generalised Meta-Heuristic Framework for Dynamic Capacitated
Arc Routing Problems},
journal = {CoRR},
volume = {abs/2104.06585},
year = {2021},
url = {https://arxiv.org/abs/2104.06585},
eprinttype = {arXiv},
eprint = {2104.06585},
timestamp = {Mon, 19 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-06585.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ese/TosunMMT20,
author = {Ayse Tosun and
Shane McIntosh and
Leandro L. Minku and
Burak Turhan},
title = {Guest Editorial: Special Issue on Predictive Models and Data Analytics
in Software Engineering},
journal = {Empir. Softw. Eng.},
volume = {25},
number = {2},
pages = {1533--1535},
year = {2020},
url = {https://doi.org/10.1007/s10664-020-09811-0},
doi = {10.1007/S10664-020-09811-0},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ese/TosunMMT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ese/AgrawalMMWY20,
author = {Amritanshu Agrawal and
Tim Menzies and
Leandro L. Minku and
Markus Wagner and
Zhe Yu},
title = {Better software analytics via "DUO": Data mining algorithms
using/used-by optimizers},
journal = {Empir. Softw. Eng.},
volume = {25},
number = {3},
pages = {2099--2136},
year = {2020},
url = {https://doi.org/10.1007/s10664-020-09808-9},
doi = {10.1007/S10664-020-09808-9},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ese/AgrawalMMWY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jss/SobhyMBCK20,
author = {Dalia Sobhy and
Leandro L. Minku and
Rami Bahsoon and
Tao Chen and
Rick Kazman},
title = {Run-time evaluation of architectures: {A} case study of diversification
in IoT},
journal = {J. Syst. Softw.},
volume = {159},
year = {2020},
url = {https://doi.org/10.1016/j.jss.2019.110428},
doi = {10.1016/J.JSS.2019.110428},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jss/SobhyMBCK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/IdreesMSB20,
author = {Mobin M. Idrees and
Leandro L. Minku and
Frederic T. Stahl and
Atta Badii},
title = {A heterogeneous online learning ensemble for non-stationary environments},
journal = {Knowl. Based Syst.},
volume = {188},
year = {2020},
url = {https://doi.org/10.1016/j.knosys.2019.104983},
doi = {10.1016/J.KNOSYS.2019.104983},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/IdreesMSB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/software/CarverPMPL20,
author = {Jeffrey C. Carver and
Birgit Penzenstadler and
Leandro L. Minku and
Ricardo Colomo Palacios and
Xabier Larrucea},
title = {Conference Highlights: {JIT} Fault Prevention, Motivated Modeling,
Security in Requirements, and Improving Team Performance},
journal = {{IEEE} Softw.},
volume = {37},
number = {4},
pages = {83--86},
year = {2020},
url = {https://doi.org/10.1109/MS.2020.2986840},
doi = {10.1109/MS.2020.2986840},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/software/CarverPMPL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/RuanMMSY20,
author = {Gan Ruan and
Leandro L. Minku and
Stefan Menzel and
Bernhard Sendhoff and
Xin Yao},
title = {Computational Study on Effectiveness of Knowledge Transfer in Dynamic
Multi-objective Optimization},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2020, Glasgow,
United Kingdom, July 19-24, 2020},
pages = {1--8},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/CEC48606.2020.9185907},
doi = {10.1109/CEC48606.2020.9185907},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/RuanMMSY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/DuM020,
author = {Honghui Du and
Leandro L. Minku and
Huiyu Zhou},
editor = {Claudia Plant and
Haixun Wang and
Alfredo Cuzzocrea and
Carlo Zaniolo and
Xindong Wu},
title = {{MARLINE:} Multi-Source Mapping Transfer Learning for Non-Stationary
Environments},
booktitle = {20th {IEEE} International Conference on Data Mining, {ICDM} 2020,
Sorrento, Italy, November 17-20, 2020},
pages = {122--131},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICDM50108.2020.00021},
doi = {10.1109/ICDM50108.2020.00021},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/DuM020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icse/TabassumMFCS20,
author = {Sadia Tabassum and
Leandro L. Minku and
Danyi Feng and
George G. Cabral and
Liyan Song},
editor = {Gregg Rothermel and
Doo{-}Hwan Bae},
title = {An investigation of cross-project learning in online just-in-time
software defect prediction},
booktitle = {{ICSE} '20: 42nd International Conference on Software Engineering,
Seoul, South Korea, 27 June - 19 July, 2020},
pages = {554--565},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3377811.3380403},
doi = {10.1145/3377811.3380403},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icse/TabassumMFCS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/0005M20,
author = {Shuo Wang and
Leandro L. Minku},
title = {{AUC} Estimation and Concept Drift Detection for Imbalanced Data Streams
with Multiple Classes},
booktitle = {2020 International Joint Conference on Neural Networks, {IJCNN} 2020,
Glasgow, United Kingdom, July 19-24, 2020},
pages = {1--8},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IJCNN48605.2020.9207377},
doi = {10.1109/IJCNN48605.2020.9207377},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/0005M20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/TongMMSY20,
author = {Hao Tong and
Leandro L. Minku and
Stefan Menzel and
Bernhard Sendhoff and
Xin Yao},
editor = {Thomas B{\"{a}}ck and
Mike Preuss and
Andr{\'{e}} H. Deutz and
Hao Wang and
Carola Doerr and
Michael T. M. Emmerich and
Heike Trautmann},
title = {Towards Novel Meta-heuristic Algorithms for Dynamic Capacitated Arc
Routing Problems},
booktitle = {Parallel Problem Solving from Nature - {PPSN} {XVI} - 16th International
Conference, {PPSN} 2020, Leiden, The Netherlands, September 5-9, 2020,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12270},
pages = {428--440},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-58115-2\_30},
doi = {10.1007/978-3-030-58115-2\_30},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/TongMMSY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/SahaMMYSW20,
author = {Sneha Saha and
Stefan Menzel and
Leandro L. Minku and
Xin Yao and
Bernhard Sendhoff and
Patricia Wollstadt},
title = {Quantifying The Generative Capabilities Of Variational Autoencoders
For 3D Car Point Clouds},
booktitle = {2020 {IEEE} Symposium Series on Computational Intelligence, {SSCI}
2020, Canberra, Australia, December 1-4, 2020},
pages = {1469--1477},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/SSCI47803.2020.9308513},
doi = {10.1109/SSCI47803.2020.9308513},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ssci/SahaMMYSW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/promise/2020,
editor = {Leandro L. Minku and
Tim Menzies and
Meiyappan Nagappan},
title = {{PROMISE} '20: 16th International Conference on Predictive Models
and Data Analytics in Software Engineering, Virtual Event, USA, November
8-9, 2020},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3416508},
doi = {10.1145/3416508},
isbn = {978-1-4503-8127-7},
timestamp = {Thu, 04 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/promise/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-09821,
author = {Jerry Swan and
Steven Adri{\ae}nsen and
Alexander E. I. Brownlee and
Colin G. Johnson and
Ahmed Kheiri and
Faustyna Krawiec and
Juan Juli{\'{a}}n Merelo Guerv{\'{o}}s and
Leandro L. Minku and
Ender {\"{O}}zcan and
Gisele L. Pappa and
Pablo Garc{\'{\i}}a{-}S{\'{a}}nchez and
Kenneth S{\"{o}}rensen and
Stefan Vo{\ss} and
Markus Wagner and
David Robert White},
title = {Towards Metaheuristics "In the Large"},
journal = {CoRR},
volume = {abs/2011.09821},
year = {2020},
url = {https://arxiv.org/abs/2011.09821},
eprinttype = {arXiv},
eprint = {2011.09821},
timestamp = {Mon, 19 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-09821.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/connection/WangMCY19,
author = {Shuo Wang and
Leandro L. Minku and
Nitesh V. Chawla and
Xin Yao},
title = {Learning from data streams and class imbalance},
journal = {Connect. Sci.},
volume = {31},
number = {2},
pages = {103--104},
year = {2019},
url = {https://doi.org/10.1080/09540091.2019.1572975},
doi = {10.1080/09540091.2019.1572975},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/connection/WangMCY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ese/Minku19,
author = {Leandro L. Minku},
title = {A novel online supervised hyperparameter tuning procedure applied
to cross-company software effort estimation},
journal = {Empir. Softw. Eng.},
volume = {24},
number = {5},
pages = {3153--3204},
year = {2019},
url = {https://doi.org/10.1007/s10664-019-09686-w},
doi = {10.1007/S10664-019-09686-W},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ese/Minku19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/WangMCY19,
author = {Shuo Wang and
Leandro L. Minku and
Nitesh V. Chawla and
Xin Yao},
title = {Learning in the presence of class imbalance and concept drift},
journal = {Neurocomputing},
volume = {343},
pages = {1--2},
year = {2019},
url = {https://doi.org/10.1016/j.neucom.2019.01.080},
doi = {10.1016/J.NEUCOM.2019.01.080},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/WangMCY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/software/CarverM19,
author = {Jeffrey C. Carver and
Leandro L. Minku},
title = {Highlights from {ICSE} 2019: Software Security and Mobile App Energy
Consumption},
journal = {{IEEE} Softw.},
volume = {36},
number = {5},
pages = {29--31},
year = {2019},
url = {https://doi.org/10.1109/MS.2019.2922457},
doi = {10.1109/MS.2019.2922457},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/software/CarverM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tosem/SongMY19,
author = {Liyan Song and
Leandro L. Minku and
Xin Yao},
title = {Software Effort Interval Prediction via Bayesian Inference and Synthetic
Bootstrap Resampling},
journal = {{ACM} Trans. Softw. Eng. Methodol.},
volume = {28},
number = {1},
pages = {5:1--5:46},
year = {2019},
url = {https://doi.org/10.1145/3295700},
doi = {10.1145/3295700},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tosem/SongMY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icse/CabralMSM19,
author = {George G. Cabral and
Leandro L. Minku and
Emad Shihab and
Suhaib Mujahid},
editor = {Joanne M. Atlee and
Tevfik Bultan and
Jon Whittle},
title = {Class imbalance evolution and verification latency in just-in-time
software defect prediction},
booktitle = {Proceedings of the 41st International Conference on Software Engineering,
{ICSE} 2019, Montreal, QC, Canada, May 25-31, 2019},
pages = {666--676},
publisher = {{IEEE} / {ACM}},
year = {2019},
url = {https://doi.org/10.1109/ICSE.2019.00076},
doi = {10.1109/ICSE.2019.00076},
timestamp = {Tue, 24 May 2022 15:28:49 +0200},
biburl = {https://dblp.org/rec/conf/icse/CabralMSM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/DuMZ19,
author = {Honghui Du and
Leandro L. Minku and
Huiyu Zhou},
title = {Multi-Source Transfer Learning for Non-Stationary Environments},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2019 Budapest,
Hungary, July 14-19, 2019},
pages = {1--8},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IJCNN.2019.8852024},
doi = {10.1109/IJCNN.2019.8852024},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/DuMZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/OliveiraMO19,
author = {Gustavo H. F. M. Oliveira and
Leandro L. Minku and
Adriano L. I. Oliveira},
title = {{GMM-VRD:} {A} Gaussian Mixture Model for Dealing With Virtual and
Real Concept Drifts},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2019 Budapest,
Hungary, July 14-19, 2019},
pages = {1--8},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IJCNN.2019.8852097},
doi = {10.1109/IJCNN.2019.8852097},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/OliveiraMO19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/SahaRMYXSM19,
author = {Sneha Saha and
Thiago Rios and
Leandro L. Minku and
Xin Yao and
Zhao Xu and
Bernhard Sendhoff and
Stefan Menzel},
title = {Optimal Evolutionary Optimization Hyper-parameters to Mimic Human
User Behavior},
booktitle = {{IEEE} Symposium Series on Computational Intelligence, {SSCI} 2019,
Xiamen, China, December 6-9, 2019},
pages = {858--866},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/SSCI44817.2019.9002958},
doi = {10.1109/SSCI44817.2019.9002958},
timestamp = {Tue, 24 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ssci/SahaRMYXSM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/RuanMMSY19,
author = {Gan Ruan and
Leandro L. Minku and
Stefan Menzel and
Bernhard Sendhoff and
Xin Yao},
title = {When and How to Transfer Knowledge in Dynamic Multi-objective Optimization},
booktitle = {{IEEE} Symposium Series on Computational Intelligence, {SSCI} 2019,
Xiamen, China, December 6-9, 2019},
pages = {2034--2041},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/SSCI44817.2019.9002815},
doi = {10.1109/SSCI44817.2019.9002815},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ssci/RuanMMSY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/promise/2019,
editor = {Leandro L. Minku and
Foutse Khomh and
Jean Petric},
title = {Proceedings of the Fifteenth International Conference on Predictive
Models and Data Analytics in Software Engineering, {PROMISE} 2019,
Recife, Brazil, September 18, 2019},
publisher = {{ACM}},
year = {2019},
url = {https://dl.acm.org/citation.cfm?id=3345629},
isbn = {978-1-4503-7233-6},
timestamp = {Sun, 29 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/promise/2019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-02052,
author = {Honghui Du and
Leandro L. Minku and
Huiyu Zhou},
title = {Multi-Source Transfer Learning for Non-Stationary Environments},
journal = {CoRR},
volume = {abs/1901.02052},
year = {2019},
url = {http://arxiv.org/abs/1901.02052},
eprinttype = {arXiv},
eprint = {1901.02052},
timestamp = {Wed, 06 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-02052.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/ShenMMGH18,
author = {Xiao{-}Ning Shen and
Leandro L. Minku and
Naresh Marturi and
Yi{-}Nan Guo and
Ying Han},
title = {A Q-learning-based memetic algorithm for multi-objective dynamic software
project scheduling},
journal = {Inf. Sci.},
volume = {428},
pages = {1--29},
year = {2018},
url = {https://doi.org/10.1016/j.ins.2017.10.041},
doi = {10.1016/J.INS.2017.10.041},
timestamp = {Wed, 24 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/ShenMMGH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/software/CarverACMTV18,
author = {Jeffrey C. Carver and
Eduardo Santana de Almeida and
Rafael Capilla and
Leandro L. Minku and
Marco Torchiano and
Alejandro Valdezate},
title = {Empirical Software Engineering, Predictive Models, and Product Lines},
journal = {{IEEE} Softw.},
volume = {35},
number = {3},
pages = {8--11},
year = {2018},
url = {https://doi.org/10.1109/MS.2018.2141018},
doi = {10.1109/MS.2018.2141018},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/software/CarverACMTV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sqj/MinkuBT18,
author = {Leandro L. Minku and
Ayse Basar Bener and
Burak Turhan},
title = {Guest editorial: special issue on predictive models for software quality},
journal = {Softw. Qual. J.},
volume = {26},
number = {2},
pages = {521--523},
year = {2018},
url = {https://doi.org/10.1007/s11219-018-9409-7},
doi = {10.1007/S11219-018-9409-7},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sqj/MinkuBT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/WangMY18,
author = {Shuo Wang and
Leandro L. Minku and
Xin Yao},
title = {A Systematic Study of Online Class Imbalance Learning With Concept
Drift},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {29},
number = {10},
pages = {4802--4821},
year = {2018},
url = {https://doi.org/10.1109/TNNLS.2017.2771290},
doi = {10.1109/TNNLS.2017.2771290},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/WangMY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esem/WalkinshawM18,
author = {Neil Walkinshaw and
Leandro L. Minku},
editor = {Markku Oivo and
Daniel M{\'{e}}ndez Fern{\'{a}}ndez and
Audris Mockus},
title = {Are 20{\%} of files responsible for 80{\%} of defects?},
booktitle = {Proceedings of the 12th {ACM/IEEE} International Symposium on Empirical
Software Engineering and Measurement, {ESEM} 2018, Oulu, Finland,
October 11-12, 2018},
pages = {2:1--2:10},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3239235.3239244},
doi = {10.1145/3239235.3239244},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esem/WalkinshawM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ChiuM18,
author = {Chun Wai Chiu and
Leandro L. Minku},
title = {Diversity-Based Pool of Models for Dealing with Recurring Concepts},
booktitle = {2018 International Joint Conference on Neural Networks, {IJCNN} 2018,
Rio de Janeiro, Brazil, July 8-13, 2018},
pages = {1--8},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/IJCNN.2018.8489190},
doi = {10.1109/IJCNN.2018.8489190},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/ChiuM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msr/NairACFMMM0Y08,
author = {Vivek Nair and
Amritanshu Agrawal and
Jianfeng Chen and
Wei Fu and
George Mathew and
Tim Menzies and
Leandro L. Minku and
Markus Wagner and
Zhe Yu},
editor = {Andy Zaidman and
Yasutaka Kamei and
Emily Hill},
title = {Data-driven search-based software engineering},
booktitle = {Proceedings of the 15th International Conference on Mining Software
Repositories, {MSR} 2018, Gothenburg, Sweden, May 28-29, 2018},
pages = {341--352},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3196398.3196442},
doi = {10.1145/3196398.3196442},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/msr/NairACFMMM0Y08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigsoft/SongM018,
author = {Liyan Song and
Leandro L. Minku and
Xin Yao},
editor = {Gary T. Leavens and
Alessandro Garcia and
Corina S. Pasareanu},
title = {A novel automated approach for software effort estimation based on
data augmentation},
booktitle = {Proceedings of the 2018 {ACM} Joint Meeting on European Software Engineering
Conference and Symposium on the Foundations of Software Engineering,
{ESEC/SIGSOFT} {FSE} 2018, Lake Buena Vista, FL, USA, November 04-09,
2018},
pages = {468--479},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3236024.3236052},
doi = {10.1145/3236024.3236052},
timestamp = {Tue, 01 Feb 2022 10:45:16 +0100},
biburl = {https://dblp.org/rec/conf/sigsoft/SongM018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/snams/BelloHM18,
author = {Bello Shehu Bello and
Reiko Heckel and
Leandro L. Minku},
title = {Reverse Engineering the Behaviour of Twitter Bots},
booktitle = {Fifth International Conference on Social Networks Analysis, Management
and Security, {SNAMS} 2018, Valencia, Spain, October 15-18, 2018},
pages = {27--34},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/SNAMS.2018.8554675},
doi = {10.1109/SNAMS.2018.8554675},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/snams/BelloHM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icse/2018raise,
editor = {Walter F. Tichy and
Leandro L. Minku},
title = {6th {IEEE/ACM} International Workshop on Realizing Artificial Intelligence
Synergies in Software Engineering, RAISE@ICSE 2018, Gothenburg, Sweden,
May 27, 2018},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3194104},
doi = {10.1145/3194104},
isbn = {978-1-4503-5723-4},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icse/2018raise.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-10241,
author = {Vivek Nair and
Amritanshu Agrawal and
Jianfeng Chen and
Wei Fu and
George Mathew and
Tim Menzies and
Leandro L. Minku and
Markus Wagner and
Zhe Yu},
title = {Data-Driven Search-based Software Engineering},
journal = {CoRR},
volume = {abs/1801.10241},
year = {2018},
url = {http://arxiv.org/abs/1801.10241},
eprinttype = {arXiv},
eprint = {1801.10241},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-10241.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-06025,
author = {Faimison Rodrigues Porto and
Leandro L. Minku and
Emilia Mendes and
Adenilso Sim{\~{a}}o},
title = {A Systematic Study of Cross-Project Defect Prediction With Meta-Learning},
journal = {CoRR},
volume = {abs/1802.06025},
year = {2018},
url = {http://arxiv.org/abs/1802.06025},
eprinttype = {arXiv},
eprint = {1802.06025},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-06025.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-01550,
author = {Amritanshu Agrawal and
Tim Menzies and
Leandro L. Minku and
Markus Wagner and
Zhe Yu},
title = {Better Software Analytics via "DUO": Data Mining Algorithms
Using/Used-by Optimizers},
journal = {CoRR},
volume = {abs/1812.01550},
year = {2018},
url = {http://arxiv.org/abs/1812.01550},
eprinttype = {arXiv},
eprint = {1812.01550},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-01550.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ase/MinkuY17,
author = {Leandro L. Minku and
Xin Yao},
title = {Which models of the past are relevant to the present? {A} software
effort estimation approach to exploiting useful past models},
journal = {Autom. Softw. Eng.},
volume = {24},
number = {3},
pages = {499--542},
year = {2017},
url = {https://doi.org/10.1007/s10515-016-0209-7},
doi = {10.1007/S10515-016-0209-7},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ase/MinkuY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/KrawczykMGSW17,
author = {Bartosz Krawczyk and
Leandro L. Minku and
Jo{\~{a}}o Gama and
Jerzy Stefanowski and
Michal Wozniak},
title = {Ensemble learning for data stream analysis: {A} survey},
journal = {Inf. Fusion},
volume = {37},
pages = {132--156},
year = {2017},
url = {https://doi.org/10.1016/j.inffus.2017.02.004},
doi = {10.1016/J.INFFUS.2017.02.004},
timestamp = {Mon, 30 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/inffus/KrawczykMGSW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/software/CarverMP17,
author = {Jeffrey C. Carver and
Leandro L. Minku and
Birgit Penzenstadler},
title = {Requirements, Human Values, and the Development Technology Landscape},
journal = {{IEEE} Softw.},
volume = {34},
number = {1},
pages = {13--15},
year = {2017},
url = {https://doi.org/10.1109/MS.2017.6},
doi = {10.1109/MS.2017.6},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/software/CarverMP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ease/HuijgensDML17,
author = {Hennie Huijgens and
Arie van Deursen and
Leandro L. Minku and
Chris Lokan},
editor = {Emilia Mendes and
Steve Counsell and
Kai Petersen},
title = {Effort and Cost in Software Engineering: {A} Comparison of Two Industrial
Data Sets},
booktitle = {Proceedings of the 21st International Conference on Evaluation and
Assessment in Software Engineering, {EASE} 2017, Karlskrona, Sweden,
June 15-16, 2017},
pages = {51--60},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3084226.3084249},
doi = {10.1145/3084226.3084249},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ease/HuijgensDML17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/OliveiraCCMO17,
author = {Gustavo H. F. M. Oliveira and
Rodolfo C. Cavalcante and
George G. Cabral and
Leandro L. Minku and
Adriano L. I. Oliveira},
title = {Time Series Forecasting in the Presence of Concept Drift: {A} PSO-based
Approach},
booktitle = {29th {IEEE} International Conference on Tools with Artificial Intelligence,
{ICTAI} 2017, Boston, MA, USA, November 6-8, 2017},
pages = {239--246},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICTAI.2017.00046},
doi = {10.1109/ICTAI.2017.00046},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/OliveiraCCMO17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/promise/MinkuH17,
author = {Leandro L. Minku and
Siqing Hou},
editor = {Burak Turhan and
David Bowes and
Emad Shihab},
title = {Clustering Dycom: An Online Cross-Company Software Effort Estimation
Study},
booktitle = {Proceedings of the 13th International Conference on Predictive Models
and Data Analytics in Software Engineering, {PROMISE} 2017, Toronto,
Canada, November 8, 2017},
pages = {12--21},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3127005.3127007},
doi = {10.1145/3127005.3127007},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/promise/MinkuH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AzzehNM17,
author = {Mohammad Azzeh and
Ali Bou Nassif and
Leandro L. Minku},
title = {An empirical evaluation of ensemble adjustment methods for analogy-based
effort estimation},
journal = {CoRR},
volume = {abs/1703.04568},
year = {2017},
url = {http://arxiv.org/abs/1703.04568},
eprinttype = {arXiv},
eprint = {1703.04568},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AzzehNM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WangMY17,
author = {Shuo Wang and
Leandro L. Minku and
Xin Yao},
title = {A Systematic Study of Online Class Imbalance Learning with Concept
Drift},
journal = {CoRR},
volume = {abs/1703.06683},
year = {2017},
url = {http://arxiv.org/abs/1703.06683},
eprinttype = {arXiv},
eprint = {1703.06683},
timestamp = {Thu, 11 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WangMY17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WangMC017,
author = {Shuo Wang and
Leandro L. Minku and
Nitesh V. Chawla and
Xin Yao},
title = {Proceedings of the {IJCAI} 2017 Workshop on Learning in the Presence
of Class Imbalance and Concept Drift (LPCICD'17)},
journal = {CoRR},
volume = {abs/1707.09425},
year = {2017},
url = {http://arxiv.org/abs/1707.09425},
eprinttype = {arXiv},
eprint = {1707.09425},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WangMC017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/shonan-reports/WagnerMHC17,
author = {Markus Wagner and
Leandro L. Minku and
Ahmed E. Hassan and
John A. Clark},
title = {Data-Driven Search-Based Software Engineering {(NII} Shonan Meeting
2017-19)},
journal = {{NII} Shonan Meet. Rep.},
volume = {2017},
year = {2017},
url = {https://shonan.nii.ac.jp/seminars/105/},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/shonan-reports/WagnerMHC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pai/MinkuMT16,
author = {Leandro L. Minku and
Emilia Mendes and
Burak Turhan},
title = {Data mining for software engineering and humans in the loop},
journal = {Prog. Artif. Intell.},
volume = {5},
number = {4},
pages = {307--314},
year = {2016},
url = {https://doi.org/10.1007/s13748-016-0092-2},
doi = {10.1007/S13748-016-0092-2},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pai/MinkuMT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/ConsoliMMY16,
author = {Pietro A. Consoli and
Yi Mei and
Leandro L. Minku and
Xin Yao},
title = {Dynamic selection of evolutionary operators based on online learning
and fitness landscape analysis},
journal = {Soft Comput.},
volume = {20},
number = {10},
pages = {3889--3914},
year = {2016},
url = {https://doi.org/10.1007/s00500-016-2126-x},
doi = {10.1007/S00500-016-2126-X},
timestamp = {Thu, 05 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/soco/ConsoliMMY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/software/CarverCMT16,
author = {Jeffrey C. Carver and
Jordi Cabot and
Leandro L. Minku and
Marco Torchiano},
title = {Regression Testing, Spoken Language, Crash-Inducing Commits, UML,
and Legal Policy},
journal = {{IEEE} Softw.},
volume = {33},
number = {2},
pages = {26--28},
year = {2016},
url = {https://doi.org/10.1109/MS.2016.37},
doi = {10.1109/MS.2016.37},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/software/CarverCMT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/software/CarverACMMP16,
author = {Jeffrey C. Carver and
Eduardo Santana de Almeida and
Rafael Capilla and
Leandro L. Minku and
Henry Muccini and
Birgit Penzenstadler},
title = {Product Lines, Energy Conservation, Use Cases, Agile Development,
and Infotainment},
journal = {{IEEE} Softw.},
volume = {33},
number = {3},
pages = {29--31},
year = {2016},
url = {https://doi.org/10.1109/MS.2016.74},
doi = {10.1109/MS.2016.74},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/software/CarverACMMP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/SunTMWY16,
author = {Yu Sun and
Ke Tang and
Leandro L. Minku and
Shuo Wang and
Xin Yao},
title = {Online Ensemble Learning of Data Streams with Gradually Evolved Classes},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {28},
number = {6},
pages = {1532--1545},
year = {2016},
url = {https://doi.org/10.1109/TKDE.2016.2526675},
doi = {10.1109/TKDE.2016.2526675},
timestamp = {Fri, 30 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/SunTMWY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tse/ShenMBY16,
author = {Xiao{-}Ning Shen and
Leandro L. Minku and
Rami Bahsoon and
Xin Yao},
title = {Dynamic Software Project Scheduling through a Proactive-Rescheduling
Method},
journal = {{IEEE} Trans. Software Eng.},
volume = {42},
number = {7},
pages = {658--686},
year = {2016},
url = {https://doi.org/10.1109/TSE.2015.2512266},
doi = {10.1109/TSE.2015.2512266},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tse/ShenMBY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecsa/SobhyBMK16,
author = {Dalia Sobhy and
Rami Bahsoon and
Leandro L. Minku and
Rick Kazman},
editor = {Bedir Tekinerdogan and
Uwe Zdun and
Muhammad Ali Babar},
title = {Diversifying Software Architecture for Sustainability: {A} Value-Based
Perspective},
booktitle = {Software Architecture - 10th European Conference, {ECSA} 2016, Copenhagen,
Denmark, November 28 - December 2, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9839},
pages = {55--63},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-48992-6\_4},
doi = {10.1007/978-3-319-48992-6\_4},
timestamp = {Fri, 14 Apr 2023 23:05:45 +0200},
biburl = {https://dblp.org/rec/conf/ecsa/SobhyBMK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/WangMY16,
author = {Shuo Wang and
Leandro L. Minku and
Xin Yao},
editor = {Subbarao Kambhampati},
title = {Dealing with Multiple Classes in Online Class Imbalance Learning},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
2016},
pages = {2118--2124},
publisher = {{IJCAI/AAAI} Press},
year = {2016},
url = {http://www.ijcai.org/Abstract/16/302},
timestamp = {Tue, 20 Aug 2019 16:19:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/WangMY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/CavalcanteMO16,
author = {Rodolfo C. Cavalcante and
Leandro L. Minku and
Adriano L. I. Oliveira},
title = {{FEDD:} Feature Extraction for Explicit Concept Drift Detection in
time series},
booktitle = {2016 International Joint Conference on Neural Networks, {IJCNN} 2016,
Vancouver, BC, Canada, July 24-29, 2016},
pages = {740--747},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/IJCNN.2016.7727274},
doi = {10.1109/IJCNN.2016.7727274},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/CavalcanteMO16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/WuCMOY16,
author = {Xiuli Wu and
Pietro A. Consoli and
Leandro L. Minku and
Gabriela Ochoa and
Xin Yao},
editor = {Julia Handl and
Emma Hart and
Peter R. Lewis and
Manuel L{\'{o}}pez{-}Ib{\'{a}}{\~{n}}ez and
Gabriela Ochoa and
Ben Paechter},
title = {An Evolutionary Hyper-heuristic for the Software Project Scheduling
Problem},
booktitle = {Parallel Problem Solving from Nature - {PPSN} {XIV} - 14th International
Conference, Edinburgh, UK, September 17-21, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9921},
pages = {37--47},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-45823-6\_4},
doi = {10.1007/978-3-319-45823-6\_4},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/WuCMOY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/promise/Minku16,
author = {Leandro L. Minku},
title = {On the Terms Within- and Cross-Company in Software Effort Estimation},
booktitle = {Proceedings of the The 12th International Conference on Predictive
Models and Data Analytics in Software Engineering, {PROMISE} 2016,
Ciudad Real, Spain, September 9, 2016},
pages = {4:1--4:4},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2972958.2972968},
doi = {10.1145/2972958.2972968},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/promise/Minku16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/el/16/Minku16,
author = {Leandro L. Minku},
editor = {Tim Menzies and
Laurie A. Williams and
Thomas Zimmermann},
title = {Which machine learning method do you need?},
booktitle = {Perspectives on Data Science for Software Engineering},
pages = {155--159},
publisher = {Academic Press},
year = {2016},
url = {https://doi.org/10.1016/b978-0-12-804206-9.00030-1},
doi = {10.1016/B978-0-12-804206-9.00030-1},
timestamp = {Mon, 07 Sep 2020 10:46:53 +0200},
biburl = {https://dblp.org/rec/books/el/16/Minku16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/el/16/Minku16a,
author = {Leandro L. Minku},
editor = {Tim Menzies and
Laurie A. Williams and
Thomas Zimmermann},
title = {The wisdom of the crowds in predictive modeling for software engineering},
booktitle = {Perspectives on Data Science for Software Engineering},
pages = {199--204},
publisher = {Academic Press},
year = {2016},
url = {https://doi.org/10.1016/b978-0-12-804206-9.00037-4},
doi = {10.1016/B978-0-12-804206-9.00037-4},
timestamp = {Tue, 18 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/el/16/Minku16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/ncs/MinkuENC16,
author = {Leandro L. Minku and
Lukas Esterle and
Georg Nebehay and
Renzhi Chen},
editor = {Peter R. Lewis and
Marco Platzner and
Bernhard Rinner and
Jim T{\o}rresen and
Xin Yao},
title = {Knowledge Representation and Modelling: Structures and Trade-Offs},
booktitle = {Self-aware Computing Systems - An Engineering Approach},
series = {Natural Computing Series},
pages = {79--111},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-39675-0\_6},
doi = {10.1007/978-3-319-39675-0\_6},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/ncs/MinkuENC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/ncs/WangNENM16,
author = {Shuo Wang and
Georg Nebehay and
Lukas Esterle and
Kristian Nymoen and
Leandro L. Minku},
editor = {Peter R. Lewis and
Marco Platzner and
Bernhard Rinner and
Jim T{\o}rresen and
Xin Yao},
title = {Common Techniques for Self-awareness and Self-expression},
booktitle = {Self-aware Computing Systems - An Engineering Approach},
series = {Natural Computing Series},
pages = {113--142},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-39675-0\_7},
doi = {10.1007/978-3-319-39675-0\_7},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/ncs/WangNENM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jss/AzzehNM15,
author = {Mohammad Azzeh and
Ali Bou Nassif and
Leandro L. Minku},
title = {An empirical evaluation of ensemble adjustment methods for analogy-based
effort estimation},
journal = {J. Syst. Softw.},
volume = {103},
pages = {36--52},
year = {2015},
url = {https://doi.org/10.1016/j.jss.2015.01.028},
doi = {10.1016/J.JSS.2015.01.028},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jss/AzzehNM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/software/CarverYMHK15,
author = {Jeffrey C. Carver and
Aiko Yamashita and
Leandro L. Minku and
Mayy Habayeb and
Sedef Akinli Ko{\c{c}}ak},
title = {Software Quality, Energy Awareness, and More},
journal = {{IEEE} Softw.},
volume = {32},
number = {6},
pages = {98--100},
year = {2015},
url = {https://doi.org/10.1109/MS.2015.127},
doi = {10.1109/MS.2015.127},
timestamp = {Sun, 22 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/software/CarverYMHK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WangMY15,
author = {Shuo Wang and
Leandro L. Minku and
Xin Yao},
title = {Resampling-Based Ensemble Methods for Online Class Imbalance Learning},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {27},
number = {5},
pages = {1356--1368},
year = {2015},
url = {https://doi.org/10.1109/TKDE.2014.2345380},
doi = {10.1109/TKDE.2014.2345380},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/WangMY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/DuNYYMX15,
author = {Xin Du and
Youcong Ni and
Peng Ye and
Xin Yao and
Leandro L. Minku and
Ruliang Xiao},
title = {An evolutionary algorithm for performance optimization at software
architecture level},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2015, Sendai, Japan,
May 25-28, 2015},
pages = {2129--2136},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/CEC.2015.7257147},
doi = {10.1109/CEC.2015.7257147},
timestamp = {Fri, 16 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/DuNYYMX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esem/MinkuSMF15,
author = {Leandro L. Minku and
Federica Sarro and
Emilia Mendes and
Filomena Ferrucci},
title = {How to Make Best Use of Cross-Company Data for Web Effort Estimation?},
booktitle = {2015 {ACM/IEEE} International Symposium on Empirical Software Engineering
and Measurement, {ESEM} 2015, Beijing, China, October 22-23, 2015},
pages = {172--181},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ESEM.2015.7321199},
doi = {10.1109/ESEM.2015.7321199},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esem/MinkuSMF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icse/MenziesMP15,
author = {Tim Menzies and
Leandro L. Minku and
Fayola Peters},
editor = {Antonia Bertolino and
Gerardo Canfora and
Sebastian G. Elbaum},
title = {The Art and Science of Analyzing Software Data; Quantitative Methods},
booktitle = {37th {IEEE/ACM} International Conference on Software Engineering,
{ICSE} 2015, Florence, Italy, May 16-24, 2015, Volume 2},
pages = {959--960},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICSE.2015.306},
doi = {10.1109/ICSE.2015.306},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icse/MenziesMP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icse/TurhanBHMMM15,
author = {Burak Turhan and
Ayse Basar Bener and
Rachel Harrison and
Andriy V. Miranskyy and
{\c{C}}etin Meri{\c{c}}li and
Leandro L. Minku},
editor = {Antonia Bertolino and
Gerardo Canfora and
Sebastian G. Elbaum},
title = {4th International Workshop on Realizing {AI} Synergies in Software
Engineering {(RAISE} 2015)},
booktitle = {37th {IEEE/ACM} International Conference on Software Engineering,
{ICSE} 2015, Florence, Italy, May 16-24, 2015, Volume 2},
pages = {991--992},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICSE.2015.320},
doi = {10.1109/ICSE.2015.320},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icse/TurhanBHMMM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/promise/2015,
editor = {Ayse Bener and
Leandro L. Minku and
Burak Turhan},
title = {Proceedings of the 11th International Conference on Predictive Models
and Data Analytics in Software Engineering, {PROMISE} 2015, Beijing,
China, October 21, 2015},
publisher = {{ACM}},
year = {2015},
url = {http://dl.acm.org/citation.cfm?id=2810146},
isbn = {978-1-4503-3715-1},
timestamp = {Thu, 22 Sep 2016 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/promise/2015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tse/MinkuSY14,
author = {Leandro L. Minku and
Dirk Sudholt and
Xin Yao},
title = {Improved Evolutionary Algorithm Design for the Project Scheduling
Problem Based on Runtime Analysis},
journal = {{IEEE} Trans. Software Eng.},
volume = {40},
number = {1},
pages = {83--102},
year = {2014},
url = {https://doi.org/10.1109/TSE.2013.52},
doi = {10.1109/TSE.2013.52},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tse/MinkuSY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icse/MinkuY14,
author = {Leandro L. Minku and
Xin Yao},
editor = {Pankaj Jalote and
Lionel C. Briand and
Andr{\'{e}} van der Hoek},
title = {How to make best use of cross-company data in software effort estimation?},
booktitle = {36th International Conference on Software Engineering, {ICSE} '14,
Hyderabad, India - May 31 - June 07, 2014},
pages = {446--456},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2568225.2568228},
doi = {10.1145/2568225.2568228},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icse/MinkuY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iiwas/MurwantaraBM14,
author = {I. Made Murwantara and
Behzad Bordbar and
Leandro L. Minku},
editor = {Maria Indrawan{-}Santiago and
Matthias Steinbauer and
Hong{-}Quang Nguyen and
A Min Tjoa and
Ismail Khalil and
Gabriele Anderst{-}Kotsis},
title = {Measuring Energy Consumption for Web Service Product Configuration},
booktitle = {Proceedings of the 16th International Conference on Information Integration
and Web-based Applications {\&} Services, Hanoi, Vietnam, December
4-6, 2014},
pages = {224--228},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2684200.2684314},
doi = {10.1145/2684200.2684314},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iiwas/MurwantaraBM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/WangMY14,
author = {Shuo Wang and
Leandro L. Minku and
Xin Yao},
title = {A multi-objective ensemble method for online class imbalance learning},
booktitle = {2014 International Joint Conference on Neural Networks, {IJCNN} 2014,
Beijing, China, July 6-11, 2014},
pages = {3311--3318},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/IJCNN.2014.6889545},
doi = {10.1109/IJCNN.2014.6889545},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/WangMY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/promise/SongMY14,
author = {Liyan Song and
Leandro L. Minku and
Xin Yao},
editor = {Stefan Wagner and
Massimiliano Di Penta},
title = {The potential benefit of relevance vector machine to software effort
estimation},
booktitle = {The 10th International Conference on Predictive Models in Software
Engineering, {PROMISE} '14, Torino, Italy, September 17, 2014},
pages = {52--61},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2639490.2639510},
doi = {10.1145/2639490.2639510},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/promise/SongMY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/seal/ConsoliMY14,
author = {Pietro A. Consoli and
Leandro L. Minku and
Xin Yao},
editor = {Grant Dick and
Will N. Browne and
Peter A. Whigham and
Mengjie Zhang and
Lam Thu Bui and
Hisao Ishibuchi and
Yaochu Jin and
Xiaodong Li and
Yuhui Shi and
Pramod Singh and
Kay Chen Tan and
Ke Tang},
title = {Dynamic Selection of Evolutionary Algorithm Operators Based on Online
Learning and Fitness Landscape Metrics},
booktitle = {Simulated Evolution and Learning - 10th International Conference,
{SEAL} 2014, Dunedin, New Zealand, December 15-18, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8886},
pages = {359--370},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-13563-2\_31},
doi = {10.1007/978-3-319-13563-2\_31},
timestamp = {Fri, 17 Nov 2023 08:06:20 +0100},
biburl = {https://dblp.org/rec/conf/seal/ConsoliMY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssbse/HarmanIJMSS14,
author = {Mark Harman and
Syed S. Islam and
Yue Jia and
Leandro L. Minku and
Federica Sarro and
Komsan Srivisut},
editor = {Claire Le Goues and
Shin Yoo},
title = {Less is More: Temporal Fault Predictive Performance over Multiple
Hadoop Releases},
booktitle = {Search-Based Software Engineering - 6th International Symposium, {SSBSE}
2014, Fortaleza, Brazil, August 26-29, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8636},
pages = {240--246},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-09940-8\_19},
doi = {10.1007/978-3-319-09940-8\_19},
timestamp = {Tue, 14 May 2019 10:00:43 +0200},
biburl = {https://dblp.org/rec/conf/ssbse/HarmanIJMSS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icse/2014raise,
editor = {Burak Turhan and
Ayse Basar Bener and
{\c{C}}etin Meri{\c{c}}li and
Andriy V. Miranskyy and
Leandro L. Minku},
title = {3rd International Workshop on Realizing Artificial Intelligence Synergies
in Software Engineering, {RAISE} 2014, Hyderabad, India, June 3, 2014},
publisher = {{ACM}},
year = {2014},
url = {http://dl.acm.org/citation.cfm?id=2593801},
isbn = {978-1-4503-2846-3},
timestamp = {Fri, 23 May 2014 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icse/2014raise.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChenFBLYME14,
author = {Tao Chen and
Funmilade Faniyi and
Rami Bahsoon and
Peter R. Lewis and
Xin Yao and
Leandro L. Minku and
Lukas Esterle},
title = {The Handbook of Engineering Self-Aware and Self-Expressive Systems},
journal = {CoRR},
volume = {abs/1409.1793},
year = {2014},
url = {http://arxiv.org/abs/1409.1793},
eprinttype = {arXiv},
eprint = {1409.1793},
timestamp = {Wed, 19 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ChenFBLYME14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/shonan-reports/MeiNYM14,
author = {Hong Mei and
Frank Neumann and
Xin Yao and
Leandro L. Minku},
title = {Computational Intelligence for Software Engineering {(NII} Shonan
Meeting 2014-13)},
journal = {{NII} Shonan Meet. Rep.},
volume = {2014},
year = {2014},
url = {https://shonan.nii.ac.jp/seminars/053/},
timestamp = {Tue, 09 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/shonan-reports/MeiNYM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/gpem/LiHMZ13,
author = {Yang Li and
Changjun Hu and
Leandro L. Minku and
Haolei Zuo},
title = {Learning aesthetic judgements in evolutionary art systems},
journal = {Genet. Program. Evolvable Mach.},
volume = {14},
number = {3},
pages = {315--337},
year = {2013},
url = {https://doi.org/10.1007/s10710-013-9188-7},
doi = {10.1007/S10710-013-9188-7},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/gpem/LiHMZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcia/WangMY13,
author = {Shuo Wang and
Leandro L. Minku and
Xin Yao},
title = {Online Class Imbalance Learning and its Applications in Fault Detection},
journal = {Int. J. Comput. Intell. Appl.},
volume = {12},
number = {4},
year = {2013},
url = {https://doi.org/10.1142/S1469026813400014},
doi = {10.1142/S1469026813400014},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcia/WangMY13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/infsof/MinkuY13,
author = {Leandro L. Minku and
Xin Yao},
title = {Ensembles and locality: Insight on improving software effort estimation},
journal = {Inf. Softw. Technol.},
volume = {55},
number = {8},
pages = {1512--1528},
year = {2013},
url = {https://doi.org/10.1016/j.infsof.2012.09.012},
doi = {10.1016/J.INFSOF.2012.09.012},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/infsof/MinkuY13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tosem/MinkuY13,
author = {Leandro L. Minku and
Xin Yao},
title = {Software effort estimation as a multiobjective learning problem},
journal = {{ACM} Trans. Softw. Eng. Methodol.},
volume = {22},
number = {4},
pages = {35:1--35:32},
year = {2013},
url = {https://doi.org/10.1145/2522920.2522928},
doi = {10.1145/2522920.2522928},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tosem/MinkuY13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciel/WangMY13,
author = {Shuo Wang and
Leandro L. Minku and
Xin Yao},
title = {A learning framework for online class imbalance learning},
booktitle = {Proceedings of the {IEEE} Symposium on Computational Intelligence
and Ensemble Learning, {CIEL} 2013, {IEEE} Symposium Series on Computational
Intelligence (SSCI), 16-19 April 2013, Singapore},
pages = {36--45},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/CIEL.2013.6613138},
doi = {10.1109/CIEL.2013.6613138},
timestamp = {Wed, 16 Oct 2019 14:14:54 +0200},
biburl = {https://dblp.org/rec/conf/ciel/WangMY13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icse/MenziesKPTM04,
author = {Tim Menzies and
Ekrem Kocaguneli and
Fayola Peters and
Burak Turhan and
Leandro L. Minku},
editor = {David Notkin and
Betty H. C. Cheng and
Klaus Pohl},
title = {Data science for software engineering},
booktitle = {35th International Conference on Software Engineering, {ICSE} '13,
San Francisco, CA, USA, May 18-26, 2013},
pages = {1484--1486},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICSE.2013.6606752},
doi = {10.1109/ICSE.2013.6606752},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icse/MenziesKPTM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/WangMGCTY13,
author = {Shuo Wang and
Leandro L. Minku and
Davide Ghezzi and
Daniele Caltabiano and
Peter Ti{\~{n}}o and
Xin Yao},
title = {Concept drift detection for online class imbalance learning},
booktitle = {The 2013 International Joint Conference on Neural Networks, {IJCNN}
2013, Dallas, TX, USA, August 4-9, 2013},
pages = {1--10},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/IJCNN.2013.6706768},
doi = {10.1109/IJCNN.2013.6706768},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/WangMGCTY13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/promise/MinkuY13,
author = {Leandro L. Minku and
Xin Yao},
editor = {Burak Turhan},
title = {An analysis of multi-objective evolutionary algorithms for training
ensemble models based on different performance measures in software
effort estimation},
booktitle = {9th International Conference on Predictive Models in Software Engineering,
{PROMISE} '13, Baltimore, MD, USA, October 9, 2013},
pages = {8:1--8:10},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2499393.2499396},
doi = {10.1145/2499393.2499396},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/promise/MinkuY13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/promise/SongMY13,
author = {Liyan Song and
Leandro L. Minku and
Xin Yao},
editor = {Burak Turhan},
title = {The impact of parameter tuning on software effort estimation using
learning machines},
booktitle = {9th International Conference on Predictive Models in Software Engineering,
{PROMISE} '13, Baltimore, MD, USA, October 9, 2013},
pages = {9:1--9:10},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2499393.2499394},
doi = {10.1145/2499393.2499394},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/promise/SongMY13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/ZliobaiteBGGGMM12,
author = {Indre Zliobaite and
Albert Bifet and
Mohamed Medhat Gaber and
Bogdan Gabrys and
Jo{\~{a}}o Gama and
Leandro L. Minku and
Katarzyna Musial},
title = {Next challenges for adaptive learning systems},
journal = {{SIGKDD} Explor.},
volume = {14},
number = {1},
pages = {48--55},
year = {2012},
url = {https://doi.org/10.1145/2408736.2408746},
doi = {10.1145/2408736.2408746},
timestamp = {Mon, 30 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigkdd/ZliobaiteBGGGMM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/MinkuY12,
author = {Leandro L. Minku and
Xin Yao},
title = {{DDD:} {A} New Ensemble Approach for Dealing with Concept Drift},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {24},
number = {4},
pages = {619--633},
year = {2012},
url = {https://doi.org/10.1109/TKDE.2011.58},
doi = {10.1109/TKDE.2011.58},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/MinkuY12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/MinkuSY12,
author = {Leandro L. Minku and
Dirk Sudholt and
Xin Yao},
editor = {Terence Soule and
Jason H. Moore},
title = {Evolutionary algorithms for the project scheduling problem: runtime
analysis and improved design},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} '12, Philadelphia,
PA, USA, July 7-11, 2012},
pages = {1221--1228},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2330163.2330332},
doi = {10.1145/2330163.2330332},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/MinkuSY12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/MinkuY12,
author = {Leandro L. Minku and
Xin Yao},
title = {Using unreliable data for creating more reliable online learners},
booktitle = {The 2012 International Joint Conference on Neural Networks (IJCNN),
Brisbane, Australia, June 10-15, 2012},
pages = {1--8},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/IJCNN.2012.6252711},
doi = {10.1109/IJCNN.2012.6252711},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/MinkuY12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/promise/MinkuY12,
author = {Leandro L. Minku and
Xin Yao},
editor = {Stefan Wagner},
title = {Can cross-company data improve performance in software effort estimation?},
booktitle = {Proceedings of the 8th International Conference on Predictive Models
in Software Engineering, {PROMISE} '12, Lund, Sweden, September 21-22,
2012},
pages = {69--78},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2365324.2365334},
doi = {10.1145/2365324.2365334},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/promise/MinkuY12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/promise/MinkuY11,
author = {Leandro L. Minku and
Xin Yao},
editor = {Tim Menzies},
title = {A principled evaluation of ensembles of learning machines for software
effort estimation},
booktitle = {Proceedings of the 7th International Conference on Predictive Models
in Software Engineering, {PROMISE} 2011, Banff, Alberta, Canada, September
20-21, 2011},
pages = {9},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2020390.2020399},
doi = {10.1145/2020390.2020399},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/promise/MinkuY11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcia/ZanchettinML10,
author = {Cleber Zanchettin and
Leandro L. Minku and
Teresa Bernarda Ludermir},
title = {Design of Experiments in Neuro-Fuzzy Systems},
journal = {Int. J. Comput. Intell. Appl.},
volume = {9},
number = {2},
pages = {137--152},
year = {2010},
url = {https://doi.org/10.1142/S1469026810002823},
doi = {10.1142/S1469026810002823},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcia/ZanchettinML10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/MinkuWY10,
author = {Leandro L. Minku and
Allan P. White and
Xin Yao},
title = {The Impact of Diversity on Online Ensemble Learning in the Presence
of Concept Drift},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {22},
number = {5},
pages = {730--742},
year = {2010},
url = {https://doi.org/10.1109/TKDE.2009.156},
doi = {10.1109/TKDE.2009.156},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/MinkuWY10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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