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ORCIDBibTeX records: Ashfaqur Rahman
@article{DBLP:journals/tsmc/AfrinJRLT024,
author = {Mahbuba Afrin and
Jiong Jin and
Ashfaqur Rahman and
Shi Li and
Yu{-}Chu Tian and
Yan Li},
title = {Dynamic Task Allocation for Robotic Edge System Resilience Using Deep
Reinforcement Learning},
journal = {{IEEE} Trans. Syst. Man Cybern. Syst.},
volume = {54},
number = {3},
pages = {1438--1450},
year = {2024},
url = {https://doi.org/10.1109/TSMC.2023.3327959},
doi = {10.1109/TSMC.2023.3327959},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsmc/AfrinJRLT024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/RanaRAMS23,
author = {Mashud Rana and
Ashfaqur Rahman and
Mahathir Almashor and
John McCulloch and
Subbu Sethuvenkatraman},
editor = {Tongliang Liu and
Geoffrey I. Webb and
Lin Yue and
Dadong Wang},
title = {Automatic Classification of Sensors in Buildings: Learning from Time
Series Data},
booktitle = {{AI} 2023: Advances in Artificial Intelligence - 36th Australasian
Joint Conference on Artificial Intelligence, {AI} 2023, Brisbane,
QLD, Australia, November 28 - December 1, 2023, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {14471},
pages = {367--378},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-981-99-8388-9\_30},
doi = {10.1007/978-981-99-8388-9\_30},
timestamp = {Sat, 09 Dec 2023 19:23:42 +0100},
biburl = {https://dblp.org/rec/conf/ausai/RanaRAMS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/DabrowskiR23,
author = {Joel Janek Dabrowski and
Ashfaqur Rahman},
title = {Fruit Picker Activity Recognition with Wearable Sensors and Machine
Learning},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2023, Gold
Coast, Australia, June 18-23, 2023},
pages = {1--8},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/IJCNN54540.2023.10191571},
doi = {10.1109/IJCNN54540.2023.10191571},
timestamp = {Wed, 09 Aug 2023 16:25:09 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/DabrowskiR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/KuttichiraVRW23,
author = {Deepthi Praveenlal Kuttichira and
Brijesh K. Verma and
Ashfaqur Rahman and
Lipo Wang},
title = {Novel Automatic Deep Learning Feature Extractor with Target Class
Specific Feature Explanations},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2023, Gold
Coast, Australia, June 18-23, 2023},
pages = {1--8},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/IJCNN54540.2023.10191143},
doi = {10.1109/IJCNN54540.2023.10191143},
timestamp = {Wed, 09 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/KuttichiraVRW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ivcnz/KuttichiraAVRWS23,
author = {Deepthi Praveenlal Kuttichira and
Basim Azam and
Brijesh K. Verma and
Ashfaqur Rahman and
Lipo Wang and
Abdul Sattar},
title = {Neural Network Feature Explanation Using Neuron Activation Rate Based
Bipartite Graph},
booktitle = {38th International Conference on Image and Vision Computing New Zealand,
{IVCNZ} 2023, Palmerston North, New Zealand, November 29-30, 2023},
pages = {1--6},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/IVCNZ61134.2023.10343968},
doi = {10.1109/IVCNZ61134.2023.10343968},
timestamp = {Wed, 17 Jan 2024 10:56:09 +0100},
biburl = {https://dblp.org/rec/conf/ivcnz/KuttichiraAVRWS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sensys/AlmashorRMRS23,
author = {Mahathir Almashor and
Mashud Rana and
John McCulloch and
Ashfaqur Rahman and
Subbu Sethuvenkatraman},
title = {What's The Point: AutoEncoding Building Point Names},
booktitle = {Proceedings of the 10th {ACM} International Conference on Systems
for Energy-Efficient Buildings, Cities, and Transportation, BuildSys
2023, Istanbul, Turkey, November 15-16, 2023},
pages = {256--260},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3600100.3623748},
doi = {10.1145/3600100.3623748},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sensys/AlmashorRMRS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-03134,
author = {Mashud Rana and
Ashfaqur Rahman and
Daniel V. Smith},
title = {A Semi-supervised Approach for Activity Recognition from Indoor Trajectory
Data},
journal = {CoRR},
volume = {abs/2301.03134},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.03134},
doi = {10.48550/ARXIV.2301.03134},
eprinttype = {arXiv},
eprint = {2301.03134},
timestamp = {Tue, 10 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-03134.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-10068,
author = {Joel Janek Dabrowski and
Ashfaqur Rahman},
title = {Fruit Picker Activity Recognition with Wearable Sensors and Machine
Learning},
journal = {CoRR},
volume = {abs/2304.10068},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.10068},
doi = {10.48550/ARXIV.2304.10068},
eprinttype = {arXiv},
eprint = {2304.10068},
timestamp = {Tue, 25 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-10068.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnse/AfrinJRGTK22,
author = {Mahbuba Afrin and
Jiong Jin and
Ashfaqur Rahman and
Andrea Gasparri and
Yu{-}Chu Tian and
Ambarish Kulkarni},
title = {Robotic Edge Resource Allocation for Agricultural Cyber-Physical System},
journal = {{IEEE} Trans. Netw. Sci. Eng.},
volume = {9},
number = {6},
pages = {3979--3990},
year = {2022},
url = {https://doi.org/10.1109/TNSE.2021.3103602},
doi = {10.1109/TNSE.2021.3103602},
timestamp = {Sun, 13 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnse/AfrinJRGTK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ivcnz/KuttichiraAVRW22,
author = {Deepthi Praveenlal Kuttichira and
Basim Azam and
Brijesh K. Verma and
Ashfaqur Rahman and
Lipo Wang},
editor = {Wei Qi Yan and
Minh Nguyen and
Martin Stommel},
title = {A Novel Explainable Deep Learning Model with Class Specific Features},
booktitle = {Image and Vision Computing - 37th International Conference, {IVCNZ}
2022, Auckland, New Zealand, November 24-25, 2022, Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {13836},
pages = {62--74},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25825-1\_5},
doi = {10.1007/978-3-031-25825-1\_5},
timestamp = {Tue, 14 Feb 2023 11:21:57 +0100},
biburl = {https://dblp.org/rec/conf/ivcnz/KuttichiraAVRW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/DabrowskiRHRA22,
author = {Joel Janek Dabrowski and
Ashfaqur Rahman and
Andrew D. Hellicar and
Mashud Rana and
Stuart Arnold},
editor = {Jo{\~{a}}o Gama and
Tianrui Li and
Yang Yu and
Enhong Chen and
Yu Zheng and
Fei Teng},
title = {Deep Learning for Prawn Farming - Forecasting and Anomaly Detection},
booktitle = {Advances in Knowledge Discovery and Data Mining - 26th Pacific-Asia
Conference, {PAKDD} 2022, Chengdu, China, May 16-19, 2022, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13282},
pages = {29--41},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-05981-0\_3},
doi = {10.1007/978-3-031-05981-0\_3},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/DabrowskiRHRA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vehits/GeurtsHSSRH22,
author = {Merlijne Geurts and
Jeroen H. Hogema and
Emilia Silvas and
Jan Souman and
Ashfaqur Rahman and
Johannes Hiller},
editor = {Jeroen Ploeg and
Markus Helfert and
Karsten Berns and
Oleg Gusikhin},
title = {Evaluating the Quality of Lane Change Event Detection: Effect of Situational
Variables},
booktitle = {Proceedings of the 8th International Conference on Vehicle Technology
and Intelligent Transport Systems, {VEHITS} 2022, Online Streaming,
April 27-29, 2022},
pages = {36--45},
publisher = {{SCITEPRESS}},
year = {2022},
url = {https://doi.org/10.5220/0010998400003191},
doi = {10.5220/0010998400003191},
timestamp = {Tue, 06 Jun 2023 14:58:00 +0200},
biburl = {https://dblp.org/rec/conf/vehits/GeurtsHSSRH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-06359,
author = {Joel Janek Dabrowski and
Ashfaqur Rahman and
Andrew D. Hellicar and
Mashud Rana and
Stuart Arnold},
title = {Deep Learning for Prawn Farming: Forecasting and Anomaly Detection},
journal = {CoRR},
volume = {abs/2205.06359},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.06359},
doi = {10.48550/ARXIV.2205.06359},
eprinttype = {arXiv},
eprint = {2205.06359},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-06359.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-01344,
author = {Peter Baumgartner and
Daniel V. Smith and
Mashud Rana and
Reena Kapoor and
Elena Tartaglia and
Andreas Schutt and
Ashfaqur Rahman and
John Taylor and
Simon Dunstall},
title = {Movement Analytics: Current Status, Application to Manufacturing,
and Future Prospects from an {AI} Perspective},
journal = {CoRR},
volume = {abs/2210.01344},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.01344},
doi = {10.48550/ARXIV.2210.01344},
eprinttype = {arXiv},
eprint = {2210.01344},
timestamp = {Fri, 07 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-01344.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-07436,
author = {Mingze Xi and
Ashfaqur Rahman and
Chuong Nguyen and
Stuart Arnold and
John McCulloch},
title = {Smart Headset, Computer Vision and Machine Learning for Efficient
Prawn Farm Management},
journal = {CoRR},
volume = {abs/2210.07436},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.07436},
doi = {10.48550/ARXIV.2210.07436},
eprinttype = {arXiv},
eprint = {2210.07436},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-07436.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/KhodaKGIR21,
author = {Mahbub E. Khoda and
Joarder Kamruzzaman and
Iqbal Gondal and
Tasadduq Imam and
Ashfaqur Rahman},
title = {Malware detection in edge devices with fuzzy oversampling and dynamic
class weighting},
journal = {Appl. Soft Comput.},
volume = {112},
pages = {107783},
year = {2021},
url = {https://doi.org/10.1016/j.asoc.2021.107783},
doi = {10.1016/J.ASOC.2021.107783},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/asc/KhodaKGIR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/comsur/AfrinJRRWH21,
author = {Mahbuba Afrin and
Jiong Jin and
Akhlaqur Rahman and
Ashfaqur Rahman and
Jiafu Wan and
Ekram Hossain},
title = {Resource Allocation and Service Provisioning in Multi-Agent Cloud
Robotics: {A} Comprehensive Survey},
journal = {{IEEE} Commun. Surv. Tutorials},
volume = {23},
number = {2},
pages = {842--870},
year = {2021},
url = {https://doi.org/10.1109/COMST.2021.3061435},
doi = {10.1109/COMST.2021.3061435},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/comsur/AfrinJRRWH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-14270,
author = {Mahbuba Afrin and
Jiong Jin and
Akhlaqur Rahman and
Ashfaqur Rahman and
Jiafu Wan and
Ekram Hossain},
title = {Resource Allocation and Service Provisioning in Multi-Agent Cloud
Robotics: {A} Comprehensive Survey},
journal = {CoRR},
volume = {abs/2104.14270},
year = {2021},
url = {https://arxiv.org/abs/2104.14270},
eprinttype = {arXiv},
eprint = {2104.14270},
timestamp = {Tue, 23 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-14270.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cea/DabrowskiRPG20,
author = {Joel Janek Dabrowski and
Ashfaqur Rahman and
Daniel Edward Pagendam and
Andrew George},
title = {Enforcing mean reversion in state space models for prawn pond water
quality forecasting},
journal = {Comput. Electron. Agric.},
volume = {168},
year = {2020},
url = {https://doi.org/10.1016/j.compag.2019.105120},
doi = {10.1016/J.COMPAG.2019.105120},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cea/DabrowskiRPG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cea/RanaRHMH20,
author = {Mashud Rana and
Ashfaqur Rahman and
Daniel Hugo and
John McCulloch and
Andrew D. Hellicar},
title = {Investigating data-driven approaches to understand the interaction
between water quality and physiological response of sentinel oysters
in natural environment},
journal = {Comput. Electron. Agric.},
volume = {175},
pages = {105545},
year = {2020},
url = {https://doi.org/10.1016/j.compag.2020.105545},
doi = {10.1016/J.COMPAG.2020.105545},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cea/RanaRHMH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/DabrowskiZR20,
author = {Joel Janek Dabrowski and
Yi{-}Fan Zhang and
Ashfaqur Rahman},
editor = {Haiqin Yang and
Kitsuchart Pasupa and
Andrew Chi{-}Sing Leung and
James T. Kwok and
Jonathan H. Chan and
Irwin King},
title = {ForecastNet: {A} Time-Variant Deep Feed-Forward Neural Network Architecture
for Multi-step-Ahead Time-Series Forecasting},
booktitle = {Neural Information Processing - 27th International Conference, {ICONIP}
2020, Bangkok, Thailand, November 23-27, 2020, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12534},
pages = {579--591},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-63836-8\_48},
doi = {10.1007/978-3-030-63836-8\_48},
timestamp = {Sun, 03 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iconip/DabrowskiZR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/RanaRJ20,
author = {Mashud Rana and
Ashfaqur Rahman and
Jiong Jin},
title = {A Data-driven Approach for Forecasting State Level Aggregated Solar
Photovoltaic Power Production},
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/IJCNN48605.2020.9207594},
doi = {10.1109/IJCNN48605.2020.9207594},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/RanaRJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wimob/KhodaKGIR20,
author = {Mahbub E. Khoda and
Joarder Kamruzzaman and
Iqbal Gondal and
Tasadduq Imam and
Ashfaqur Rahman},
title = {Mobile Malware Detection with Imbalanced Data using a Novel Synthetic
Oversampling Strategy and Deep Learning},
booktitle = {16th International Conference on Wireless and Mobile Computing, Networking
and Communications, WiMob 2020, Thessaloniki, Greece, October 12-14,
2020},
pages = {1--6},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/WiMob50308.2020.9253433},
doi = {10.1109/WIMOB50308.2020.9253433},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wimob/KhodaKGIR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/psivt/2019w,
editor = {Joel Janek Dabrowski and
Ashfaqur Rahman and
Manoranjan Paul},
title = {Image and Video Technology - {PSIVT} 2019 International Workshops,
Sydney, NSW, Australia, November 18-22, 2019, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11994},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-39770-8},
doi = {10.1007/978-3-030-39770-8},
isbn = {978-3-030-39769-2},
timestamp = {Tue, 28 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/psivt/2019w.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-04155,
author = {Joel Janek Dabrowski and
Yi{-}Fan Zhang and
Ashfaqur Rahman},
title = {ForecastNet: {A} Time-Variant Deep Feed-Forward Neural Network Architecture
for Multi-Step-Ahead Time-Series Forecasting},
journal = {CoRR},
volume = {abs/2002.04155},
year = {2020},
url = {https://arxiv.org/abs/2002.04155},
eprinttype = {arXiv},
eprint = {2002.04155},
timestamp = {Sun, 03 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-04155.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-10767,
author = {Joel Janek Dabrowski and
Ashfaqur Rahman},
title = {Sequence-to-Sequence Imputation of Missing Sensor Data},
journal = {CoRR},
volume = {abs/2002.10767},
year = {2020},
url = {https://arxiv.org/abs/2002.10767},
eprinttype = {arXiv},
eprint = {2002.10767},
timestamp = {Tue, 03 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-10767.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-11226,
author = {Joel Janek Dabrowski and
Johan Pieter de Villiers and
Ashfaqur Rahman and
Conrad Beyers},
title = {Deep Learning and Statistical Models for Time-Critical Pedestrian
Behaviour Prediction},
journal = {CoRR},
volume = {abs/2002.11226},
year = {2020},
url = {https://arxiv.org/abs/2002.11226},
eprinttype = {arXiv},
eprint = {2002.11226},
timestamp = {Tue, 03 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-11226.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-13745,
author = {Ke Hu and
Ashfaqur Rahman and
Hassan Habibi Gharakheili and
Vijay Sivaraman},
title = {HazeDose: Design and Analysis of a Personal Air Pollution Inhaled
Dose Estimation System using Wearable Sensors},
journal = {CoRR},
volume = {abs/2005.13745},
year = {2020},
url = {https://arxiv.org/abs/2005.13745},
eprinttype = {arXiv},
eprint = {2005.13745},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-13745.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cea/RahmanAD19,
author = {Ashfaqur Rahman and
Stuart Arnold and
Joel Janek Dabrowski},
title = {Identification of variables affecting production outcome in prawn
ponds: {A} machine learning approach},
journal = {Comput. Electron. Agric.},
volume = {156},
pages = {618--626},
year = {2019},
url = {https://doi.org/10.1016/j.compag.2018.12.015},
doi = {10.1016/J.COMPAG.2018.12.015},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cea/RahmanAD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cn/RahmanJRCAD19,
author = {Akhlaqur Rahman and
Jiong Jin and
Ashfaqur Rahman and
Antonio L. Cricenti and
Mahbuba Afrin and
Yu{-}ning Dong},
title = {Energy-efficient optimal task offloading in cloud networked multi-robot
systems},
journal = {Comput. Networks},
volume = {160},
pages = {11--32},
year = {2019},
url = {https://doi.org/10.1016/j.comnet.2019.05.016},
doi = {10.1016/J.COMNET.2019.05.016},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cn/RahmanJRCAD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fgcs/AfrinJRTK19,
author = {Mahbuba Afrin and
Jiong Jin and
Ashfaqur Rahman and
Yu{-}Chu Tian and
Ambarish Kulkarni},
title = {Multi-objective resource allocation for Edge Cloud based robotic workflow
in smart factory},
journal = {Future Gener. Comput. Syst.},
volume = {97},
pages = {119--130},
year = {2019},
url = {https://doi.org/10.1016/j.future.2019.02.062},
doi = {10.1016/J.FUTURE.2019.02.062},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fgcs/AfrinJRTK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tii/RahmanJCRK19,
author = {Akhlaqur Rahman and
Jiong Jin and
Antonio L. Cricenti and
Ashfaqur Rahman and
Ambarish Kulkarni},
title = {Communication-Aware Cloud Robotic Task Offloading With On-Demand Mobility
for Smart Factory Maintenance},
journal = {{IEEE} Trans. Ind. Informatics},
volume = {15},
number = {5},
pages = {2500--2511},
year = {2019},
url = {https://doi.org/10.1109/TII.2018.2874693},
doi = {10.1109/TII.2018.2874693},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tii/RahmanJCRK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/DabrowskiR19,
author = {Joel Janek Dabrowski and
Ashfaqur Rahman},
editor = {Jixue Liu and
James Bailey},
title = {Sequence-to-Sequence Imputation of Missing Sensor Data},
booktitle = {{AI} 2019: Advances in Artificial Intelligence - 32nd Australasian
Joint Conference, Adelaide, SA, Australia, December 2-5, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11919},
pages = {265--276},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-35288-2\_22},
doi = {10.1007/978-3-030-35288-2\_22},
timestamp = {Mon, 25 Nov 2019 16:31:45 +0100},
biburl = {https://dblp.org/rec/conf/ausai/DabrowskiR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/KoprinskaRR19,
author = {Irena Koprinska and
Mashud Rana and
Ashfaqur Rahman},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Dynamic Ensemble Using Previous and Predicted Future Performance for
Multi-step-ahead Solar Power Forecasting},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {436--449},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_35},
doi = {10.1007/978-3-030-30490-4\_35},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/KoprinskaRR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icit2/KhodaKGIR19,
author = {Mahbub E. Khoda and
Joarder Kamruzzaman and
Iqbal Gondal and
Tasadduq Imam and
Ashfaqur Rahman},
title = {Mobile Malware Detection: An Analysis of Deep Learning Model},
booktitle = {{IEEE} International Conference on Industrial Technology, {ICIT} 2019,
Melbourne, Australia, February 13-15, 2019},
pages = {1161--1166},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICIT.2019.8755048},
doi = {10.1109/ICIT.2019.8755048},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icit2/KhodaKGIR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/DabrowskiVRB19,
author = {Joel Janek Dabrowski and
Johan Pieter de Villiers and
Ashfaqur Rahman and
Conrad Beyers},
editor = {Tom Gedeon and
Kok Wai Wong and
Minho Lee},
title = {Deep Learning and Statistical Models for Time-Critical Pedestrian
Behaviour Prediction},
booktitle = {Neural Information Processing - 26th International Conference, {ICONIP}
2019, Sydney, NSW, Australia, December 12-15, 2019, Proceedings, Part
{IV}},
series = {Communications in Computer and Information Science},
volume = {1142},
pages = {458--465},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-36808-1\_50},
doi = {10.1007/978-3-030-36808-1\_50},
timestamp = {Thu, 05 Aug 2021 17:55:45 +0200},
biburl = {https://dblp.org/rec/conf/iconip/DabrowskiVRB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/trustcom/KhodaIKGR19,
author = {Mahbub E. Khoda and
Tasadduq Imam and
Joarder Kamruzzaman and
Iqbal Gondal and
Ashfaqur Rahman},
title = {Selective Adversarial Learning for Mobile Malware},
booktitle = {18th {IEEE} International Conference On Trust, Security And Privacy
In Computing And Communications / 13th {IEEE} International Conference
On Big Data Science And Engineering, TrustCom/BigDataSE 2019, Rotorua,
New Zealand, August 5-8, 2019},
pages = {272--279},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/TrustCom/BigDataSE.2019.00044},
doi = {10.1109/TRUSTCOM/BIGDATASE.2019.00044},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/trustcom/KhodaIKGR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/TasnimROH18,
author = {Sumaira Tasnim and
Ashfaqur Rahman and
Amanullah Maung Than Oo and
Md. Enamul Haque},
title = {Wind power prediction in new stations based on knowledge of existing
Stations: {A} cluster based multi source domain adaptation approach},
journal = {Knowl. Based Syst.},
volume = {145},
pages = {15--24},
year = {2018},
url = {https://doi.org/10.1016/j.knosys.2017.12.036},
doi = {10.1016/J.KNOSYS.2017.12.036},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/TasnimROH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icsoc/AfrinJR18,
author = {Mahbuba Afrin and
Jiong Jin and
Ashfaqur Rahman},
editor = {Claus Pahl and
Maja Vukovic and
Jianwei Yin and
Qi Yu},
title = {Energy-Delay Co-optimization of Resource Allocation for Robotic Services
in Cloudlet Infrastructure},
booktitle = {Service-Oriented Computing - 16th International Conference, {ICSOC}
2018, Hangzhou, China, November 12-15, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11236},
pages = {295--303},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-03596-9\_20},
doi = {10.1007/978-3-030-03596-9\_20},
timestamp = {Mon, 26 Jun 2023 20:44:14 +0200},
biburl = {https://dblp.org/rec/conf/icsoc/AfrinJR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DabrowskiRGAM18,
author = {Joel Janek Dabrowski and
Ashfaqur Rahman and
Andrew George and
Stuart Arnold and
John McCulloch},
editor = {Yike Guo and
Faisal Farooq},
title = {State Space Models for Forecasting Water Quality Variables: An Application
in Aquaculture Prawn Farming},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {177--185},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3219841},
doi = {10.1145/3219819.3219841},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/DabrowskiRGAM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/RanaRLU18,
author = {Mashud Rana and
Ashfaqur Rahman and
Liwan H. Liyanage and
Mohammed Nazim Uddin},
editor = {Mohadeseh Ganji and
Lida Rashidi and
Benjamin C. M. Fung and
Can Wang},
title = {Comparison and Sensitivity Analysis of Methods for Solar {PV} Power
Prediction},
booktitle = {Trends and Applications in Knowledge Discovery and Data Mining - {PAKDD}
2018 Workshops, BDASC, BDM, ML4Cyber, PAISI, DaMEMO, Melbourne, VIC,
Australia, June 3, 2018, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11154},
pages = {333--344},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-04503-6\_32},
doi = {10.1007/978-3-030-04503-6\_32},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/RanaRLU18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcia/TasnimROH17,
author = {Sumaira Tasnim and
Ashfaqur Rahman and
Amanullah Maung Than Oo and
Md. Enamul Haque},
title = {Wind Power Prediction Using Cluster Based Ensemble Regression},
journal = {Int. J. Comput. Intell. Appl.},
volume = {16},
number = {4},
pages = {1750026:1--1750026:15},
year = {2017},
url = {https://doi.org/10.1142/S1469026817500262},
doi = {10.1142/S1469026817500262},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijcia/TasnimROH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tie/RoyMARAGFHMD17,
author = {Sajib Roy and
Robert C. Murphree and
Affan Abbasi and
Ashfaqur Rahman and
Shamim Ahmed and
James Austin Gattis and
Matt Francis and
Jim Holmes and
H. Alan Mantooth and
Jia Di},
title = {A SiC {CMOS} Digitally Controlled {PWM} Generator for High-Temperature
Applications},
journal = {{IEEE} Trans. Ind. Electron.},
volume = {64},
number = {10},
pages = {8364--8372},
year = {2017},
url = {https://doi.org/10.1109/TIE.2017.2694413},
doi = {10.1109/TIE.2017.2694413},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tie/RoyMARAGFHMD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globecom/RahmanJCRP17,
author = {Akhlaqur Rahman and
Jiong Jin and
Antonio L. Cricenti and
Ashfaqur Rahman and
Manoj Panda},
title = {Motion and Connectivity Aware Offloading in Cloud Robotics via Genetic
Algorithm},
booktitle = {2017 {IEEE} Global Communications Conference, {GLOBECOM} 2017, Singapore,
December 4-8, 2017},
pages = {1--6},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/GLOCOM.2017.8255040},
doi = {10.1109/GLOCOM.2017.8255040},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/globecom/RahmanJCRP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MhammediHRB17,
author = {Zakaria Mhammedi and
Andrew D. Hellicar and
Ashfaqur Rahman and
James Bailey},
editor = {Doina Precup and
Yee Whye Teh},
title = {Efficient Orthogonal Parametrisation of Recurrent Neural Networks
Using Householder Reflections},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2401--2409},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/mhammedi17a.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/MhammediHRB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/DunneHRR17,
author = {Robert Dunne and
David Henry and
Richard Rawnsley and
Ashfaqur Rahman},
editor = {U Kang and
Ee{-}Peng Lim and
Jeffrey Xu Yu and
Yang{-}Sae Moon},
title = {Behavior Classification of Dairy Cows Fitted with {GPS} Collars},
booktitle = {Trends and Applications in Knowledge Discovery and Data Mining - {PAKDD}
2017 Workshops, MLSDA, BDM, DM-BPM, Jeju, South Korea, May 23, 2017,
Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10526},
pages = {15--25},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-67274-8\_2},
doi = {10.1007/978-3-319-67274-8\_2},
timestamp = {Tue, 24 Sep 2019 16:17:26 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/DunneHRR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/RahmanSAD17,
author = {Ashfaqur Rahman and
Philip Smethurst and
Michael Attard and
Rob Dunne},
editor = {U Kang and
Ee{-}Peng Lim and
Jeffrey Xu Yu and
Yang{-}Sae Moon},
title = {Thermal Stratification Prediction at Lake Trevallyn},
booktitle = {Trends and Applications in Knowledge Discovery and Data Mining - {PAKDD}
2017 Workshops, MLSDA, BDM, DM-BPM, Jeju, South Korea, May 23, 2017,
Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10526},
pages = {51--55},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-67274-8\_5},
doi = {10.1007/978-3-319-67274-8\_5},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/RahmanSAD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-08118,
author = {Mohammad Saidur Rahman and
Ashfaqur Rahman},
title = {Channel Transition Invariant Fast Broadcasting Scheme},
journal = {CoRR},
volume = {abs/1711.08118},
year = {2017},
url = {http://arxiv.org/abs/1711.08118},
eprinttype = {arXiv},
eprint = {1711.08118},
timestamp = {Mon, 29 Mar 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-08118.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cea/ShahriarSRFHRHB16,
author = {Md. Sumon Shahriar and
Daniel V. Smith and
Ashfaqur Rahman and
Mark Freeman and
James Hills and
Richard Rawnsley and
David Henry and
Greg Bishop{-}Hurley},
title = {Detecting heat events in dairy cows using accelerometers and unsupervised
learning},
journal = {Comput. Electron. Agric.},
volume = {128},
pages = {20--26},
year = {2016},
url = {https://doi.org/10.1016/j.compag.2016.08.009},
doi = {10.1016/J.COMPAG.2016.08.009},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cea/ShahriarSRFHRHB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cea/SmithRBHSHR16,
author = {Daniel V. Smith and
Ashfaqur Rahman and
Greg Bishop{-}Hurley and
James Hills and
Md. Sumon Shahriar and
David Henry and
Richard Rawnsley},
title = {Behavior classification of cows fitted with motion collars: Decomposing
multi-class classification into a set of binary problems},
journal = {Comput. Electron. Agric.},
volume = {131},
pages = {40--50},
year = {2016},
url = {https://doi.org/10.1016/j.compag.2016.10.006},
doi = {10.1016/J.COMPAG.2016.10.006},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cea/SmithRBHSHR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jsan/RahmanJCRPL16,
author = {Akhlaqur Rahman and
Jiong Jin and
Antonio L. Cricenti and
Ashfaqur Rahman and
Marimuthu Palaniswami and
Tie Luo},
title = {Cloud-Enhanced Robotic System for Smart City Crowd Control},
journal = {J. Sens. Actuator Networks},
volume = {5},
number = {4},
pages = {20},
year = {2016},
url = {https://doi.org/10.3390/jsan5040020},
doi = {10.3390/JSAN5040020},
timestamp = {Wed, 12 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jsan/RahmanJCRPL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adc/Abdel-FataoLLR16,
author = {Hamidu Abdel{-}Fatao and
Jiuyong Li and
Jixue Liu and
Ashfaqur Rahman},
editor = {Muhammad Aamir Cheema and
Wenjie Zhang and
Lijun Chang},
title = {An Effective Spatio-Temporal Approach for Predicting Future Semantic
Locations},
booktitle = {Databases Theory and Applications - 27th Australasian Database Conference,
{ADC} 2016, Sydney, NSW, Australia, September 28-29, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9877},
pages = {283--294},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46922-5\_22},
doi = {10.1007/978-3-319-46922-5\_22},
timestamp = {Tue, 21 Mar 2023 20:57:33 +0100},
biburl = {https://dblp.org/rec/conf/adc/Abdel-FataoLLR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globecom/RahmanJCRY16,
author = {Akhlaqur Rahman and
Jiong Jin and
Antonio L. Cricenti and
Ashfaqur Rahman and
Dong Yuan},
title = {A Cloud Robotics Framework of Optimal Task Offloading for Smart City
Applications},
booktitle = {2016 {IEEE} Global Communications Conference, {GLOBECOM} 2016, Washington,
DC, USA, December 4-8, 2016},
pages = {1--7},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/GLOCOM.2016.7841487},
doi = {10.1109/GLOCOM.2016.7841487},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/globecom/RahmanJCRY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieeesensors/HuSBKR16,
author = {Ke Hu and
Vijay Sivaraman and
Hari Bhrugubanda and
Shiying Kang and
Ashfaqur Rahman},
title = {{SVR} based dense air pollution estimation model using static and
wireless sensor network},
booktitle = {2016 {IEEE} SENSORS, Orlando, FL, USA, October 30 - November 3, 2016},
pages = {1--3},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ICSENS.2016.7808827},
doi = {10.1109/ICSENS.2016.7808827},
timestamp = {Sun, 12 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ieeesensors/HuSBKR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/RahmanSHBHR16,
author = {Ashfaqur Rahman and
Daniel V. Smith and
James Hills and
Greg Bishop{-}Hurley and
David Henry and
Richard Rawnsley},
title = {A comparison of autoencoder and statistical features for cattle behaviour
classification},
booktitle = {2016 International Joint Conference on Neural Networks, {IJCNN} 2016,
Vancouver, BC, Canada, July 24-29, 2016},
pages = {2954--2960},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/IJCNN.2016.7727573},
doi = {10.1109/IJCNN.2016.7727573},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/RahmanSHBHR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MhammediHRB16,
author = {Zakaria Mhammedi and
Andrew D. Hellicar and
Ashfaqur Rahman and
James Bailey},
title = {Efficient Orthogonal Parametrisation of Recurrent Neural Networks
Using Householder Reflections},
journal = {CoRR},
volume = {abs/1612.00188},
year = {2016},
url = {http://arxiv.org/abs/1612.00188},
eprinttype = {arXiv},
eprint = {1612.00188},
timestamp = {Tue, 16 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MhammediHRB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/HellicarRSH15,
author = {Andrew D. Hellicar and
Ashfaqur Rahman and
Daniel V. Smith and
John M. Henshall},
title = {Machine learning approach for pooled {DNA} sample calibration},
journal = {{BMC} Bioinform.},
volume = {16},
pages = {214:1--214:11},
year = {2015},
url = {https://doi.org/10.1186/s12859-015-0593-1},
doi = {10.1186/S12859-015-0593-1},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/HellicarRSH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/RahmanHSH15,
author = {Ashfaqur Rahman and
Andrew D. Hellicar and
Daniel V. Smith and
John M. Henshall},
title = {Allele frequency calibration for {SNP} based genotyping of {DNA} pools:
{A} regression based local-global error fusion method},
journal = {Comput. Biol. Medicine},
volume = {61},
pages = {48--55},
year = {2015},
url = {https://doi.org/10.1016/j.compbiomed.2015.03.020},
doi = {10.1016/J.COMPBIOMED.2015.03.020},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cbm/RahmanHSH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cea/RahmanD15,
author = {Ashfaqur Rahman and
Claire D'Este},
title = {Shellfish farm closure prediction and cause identification using machine
learning methods},
journal = {Comput. Electron. Agric.},
volume = {110},
pages = {241--248},
year = {2015},
url = {https://doi.org/10.1016/j.compag.2014.11.023},
doi = {10.1016/J.COMPAG.2014.11.023},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cea/RahmanD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aada/RahmanZD14,
author = {Ashfaqur Rahman and
Qianyu Zhang and
Claire D'Este},
title = {A Multiple Classifier System for Predicting with missing Sensor Values},
journal = {Adv. Data Sci. Adapt. Anal.},
volume = {6},
number = {2-3},
year = {2014},
url = {https://doi.org/10.1142/S1793536914500095},
doi = {10.1142/S1793536914500095},
timestamp = {Tue, 19 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aada/RahmanZD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/DEsteTTR14,
author = {Claire D'Este and
Greg P. Timms and
Alison Turnbull and
Ashfaqur Rahman},
title = {Ensemble aggregation methods for relocating models of rare events},
journal = {Eng. Appl. Artif. Intell.},
volume = {34},
pages = {58--65},
year = {2014},
url = {https://doi.org/10.1016/j.engappai.2014.05.007},
doi = {10.1016/J.ENGAPPAI.2014.05.007},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eaai/DEsteTTR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jnw/MamunR14,
author = {Quazi Mamun and
Ashfaqur Rahman},
title = {A Robust Data Gathering Technique for Large Scaled Wireless Sensor
Networks},
journal = {J. Networks},
volume = {9},
number = {9},
pages = {2342--2352},
year = {2014},
url = {https://doi.org/10.4304/jnw.9.9.2342-2352},
doi = {10.4304/JNW.9.9.2342-2352},
timestamp = {Tue, 15 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jnw/MamunR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciasg/TasnimRSOS14,
author = {Sumaira Tasnim and
Ashfaqur Rahman and
G. M. Shafiullah and
Amanullah Maung Than Oo and
Alex Stojcevski},
title = {A time series ensemble method to predict wind power},
booktitle = {2014 {IEEE} Symposium on Computational Intelligence Applications in
Smart Grid, {CIASG} 2014, Orlando, FL, USA, December 9-12, 2014},
pages = {1--5},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/CIASG.2014.7011544},
doi = {10.1109/CIASG.2014.7011544},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ciasg/TasnimRSOS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cimsivp/RahmanH14,
author = {Ashfaqur Rahman and
Andrew D. Hellicar},
title = {Identification of mature grape bunches using image processing and
computational intelligence methods},
booktitle = {2014 {IEEE} Symposium on Computational Intelligence for Multimedia,
Signal and Vision Processing, {CIMSIVP} 2014, Orlando, FL, USA, December
9-12, 2014},
pages = {54--59},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/CIMSIVP.2014.7013272},
doi = {10.1109/CIMSIVP.2014.7013272},
timestamp = {Wed, 16 Oct 2019 14:14:54 +0200},
biburl = {https://dblp.org/rec/conf/cimsivp/RahmanH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/i2mtc/Bishop-HurleyHS14,
author = {Greg Bishop{-}Hurley and
Dave Henry and
Daniel V. Smith and
Ritaban Dutta and
James Hills and
Richard Rawnsley and
Andrew D. Hellicar and
Greg P. Timms and
Ahsan Morshed and
Ashfaqur Rahman and
Claire D'Este and
Yanfeng Shu},
title = {An investigation of cow feeding behavior using motion sensors},
booktitle = {{IEEE} International Instrumentation and Measurement Technology Conference,
{I2MTC} 2014, Proceedings, Montevideo, Uruguay, May 12-15, 2014},
pages = {1285--1290},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/I2MTC.2014.6860952},
doi = {10.1109/I2MTC.2014.6860952},
timestamp = {Thu, 20 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/i2mtc/Bishop-HurleyHS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icufn/HuRSR14,
author = {Ke Hu and
Ashfaqur Rahman and
Vijay Sivaraman and
Pradeep Ray},
title = {Improving air pollution forecast with ubiquitous mobile sensor network},
booktitle = {Sixth International Conference on Ubiquitous and Future Networks,
{ICUFN} 2014, Shanghai, China, July 8-11, 2014},
pages = {405--406},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ICUFN.2014.6876823},
doi = {10.1109/ICUFN.2014.6876823},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icufn/HuRSR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/HellicarSREH14,
author = {Andrew D. Hellicar and
Daniel V. Smith and
Ashfaqur Rahman and
Ulrich Engelke and
John M. Henshall},
title = {A hierarchical learning approach to calibrate allele frequencies for
{SNP} based genotyping of {DNA} pools},
booktitle = {2014 International Joint Conference on Neural Networks, {IJCNN} 2014,
Beijing, China, July 6-11, 2014},
pages = {183--189},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/IJCNN.2014.6889697},
doi = {10.1109/IJCNN.2014.6889697},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/HellicarSREH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/HellicarRSSM14,
author = {Andrew D. Hellicar and
Ashfaqur Rahman and
Daniel V. Smith and
Greg Smith and
John McCulloch},
title = {A neural network and {SOM} based approach to analyse periodic signals:
Application to Oyster heart-rate data},
booktitle = {2014 International Joint Conference on Neural Networks, {IJCNN} 2014,
Beijing, China, July 6-11, 2014},
pages = {2211--2217},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/IJCNN.2014.6889730},
doi = {10.1109/IJCNN.2014.6889730},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/HellicarRSSM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/issnip/HuWRS14,
author = {Ke Hu and
Yan Wang and
Ashfaqur Rahman and
Vijay Sivaraman},
title = {Personalising pollution exposure estimates using wearable activity
sensors},
booktitle = {2014 {IEEE} Ninth International Conference on Intelligent Sensors,
Sensor Networks and Information Processing (ISSNIP), Singapore, April
21-24, 2014},
pages = {1--6},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ISSNIP.2014.6827617},
doi = {10.1109/ISSNIP.2014.6827617},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/issnip/HuWRS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pricai/HuDRS14,
author = {Ke Hu and
Timothy Davison and
Ashfaqur Rahman and
Vijay Sivaraman},
editor = {Ashfaqur Rahman and
Jeremiah D. Deng and
Jiuyong Li},
title = {Air Pollution Exposure Estimation and Finding Association with Human
Activity using Wearable Sensor Network},
booktitle = {Proceedings of the {MLSDA} 2014 2nd Workshop on Machine Learning for
Sensory Data Analysis, Gold Coast, Australia, QLD, Australia, December
2, 2014},
pages = {48},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2689746.2689749},
doi = {10.1145/2689746.2689749},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pricai/HuDRS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pricai/DEsteSR14,
author = {Claire D'Este and
Chris Sharman and
Ashfaqur Rahman},
editor = {Ashfaqur Rahman and
Jeremiah D. Deng and
Jiuyong Li},
title = {Distributed Feature Selection with Big Sensor Data},
booktitle = {Proceedings of the {MLSDA} 2014 2nd Workshop on Machine Learning for
Sensory Data Analysis, Gold Coast, Australia, QLD, Australia, December
2, 2014},
pages = {56},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2689746.2689752},
doi = {10.1145/2689746.2689752},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pricai/DEsteSR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pricai/2014mlsda,
editor = {Ashfaqur Rahman and
Jeremiah D. Deng and
Jiuyong Li},
title = {Proceedings of the {MLSDA} 2014 2nd Workshop on Machine Learning for
Sensory Data Analysis, Gold Coast, Australia, QLD, Australia, December
2, 2014},
publisher = {{ACM}},
year = {2014},
url = {http://dl.acm.org/citation.cfm?id=2689746},
isbn = {978-1-4503-3159-3},
timestamp = {Wed, 28 Jan 2015 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pricai/2014mlsda.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/es/RahmanV13,
author = {Ashfaqur Rahman and
Brijesh K. Verma},
title = {Cluster-based ensemble of classifiers},
journal = {Expert Syst. J. Knowl. Eng.},
volume = {30},
number = {3},
pages = {270--282},
year = {2013},
url = {https://doi.org/10.1111/j.1468-0394.2012.00637.x},
doi = {10.1111/J.1468-0394.2012.00637.X},
timestamp = {Tue, 26 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/es/RahmanV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcia/RahmanS13,
author = {Ashfaqur Rahman and
Md. Sumon Shahriar},
title = {Algae Growth Prediction through Identification of Influential Environmental
Variables: a Machine Learning Approach},
journal = {Int. J. Comput. Intell. Appl.},
volume = {12},
number = {2},
year = {2013},
url = {https://doi.org/10.1142/S1469026813500089},
doi = {10.1142/S1469026813500089},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcia/RahmanS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcia/RahmanV13,
author = {Ashfaqur Rahman and
Brijesh K. Verma},
title = {Cluster Based Ensemble Classifier Generation by Joint Optimization
of accuracy and Diversity},
journal = {Int. J. Comput. Intell. Appl.},
volume = {12},
number = {4},
year = {2013},
url = {https://doi.org/10.1142/S1469026813400038},
doi = {10.1142/S1469026813400038},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcia/RahmanV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcisys/Rahman13,
author = {Ashfaqur Rahman},
title = {Benthic Habitat Mapping from Seabed Images using Ensemble of Color,
Texture, and Edge Features},
journal = {Int. J. Comput. Intell. Syst.},
volume = {6},
number = {6},
pages = {1072--1081},
year = {2013},
url = {https://doi.org/10.1080/18756891.2013.816055},
doi = {10.1080/18756891.2013.816055},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcisys/Rahman13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ipm/RahmanV13,
author = {Ashfaqur Rahman and
Brijesh K. Verma},
title = {Effect of ensemble classifier composition on offline cursive character
recognition},
journal = {Inf. Process. Manag.},
volume = {49},
number = {4},
pages = {852--864},
year = {2013},
url = {https://doi.org/10.1016/j.ipm.2012.12.010},
doi = {10.1016/J.IPM.2012.12.010},
timestamp = {Thu, 27 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ipm/RahmanV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/RahmanV13,
author = {Ashfaqur Rahman and
Brijesh K. Verma},
title = {Ensemble classifier generation using non-uniform layered clustering
and Genetic Algorithm},
journal = {Knowl. Based Syst.},
volume = {43},
pages = {30--42},
year = {2013},
url = {https://doi.org/10.1016/j.knosys.2013.01.002},
doi = {10.1016/J.KNOSYS.2013.01.002},
timestamp = {Thu, 27 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/RahmanV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/RahmanDM13,
author = {Ashfaqur Rahman and
Claire D'Este and
John McCulloch},
editor = {Jeremiah D. Deng and
Haibo Zhang},
title = {Ensemble Feature Ranking for Shellfish Farm Closure Cause Identification},
booktitle = {Workshop on Machine Learning for Sensory Data Analysis, {MLSDA} '13,
Dunedin, New Zealand, December 2, 2013},
pages = {13},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2542652.2542655},
doi = {10.1145/2542652.2542655},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ausai/RahmanDM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icnc/ShahriarRS13,
author = {Md. Sumon Shahriar and
Ashfaqur Rahman and
Daniel V. Smith},
editor = {Haiying Wang and
Shiu Yin Yuen and
Lipo Wang and
Liangshan Shao and
Xing Wang},
title = {Applying context in appliance load identification},
booktitle = {Ninth International Conference on Natural Computation, {ICNC} 2013,
Shenyang, China, July 23-25, 2013},
pages = {900--905},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICNC.2013.6818104},
doi = {10.1109/ICNC.2013.6818104},
timestamp = {Fri, 19 Jun 2020 11:35:41 +0200},
biburl = {https://dblp.org/rec/conf/icnc/ShahriarRS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icnc/ShahriarR13,
author = {Md. Sumon Shahriar and
Ashfaqur Rahman},
editor = {Haiying Wang and
Shiu Yin Yuen and
Lipo Wang and
Liangshan Shao and
Xing Wang},
title = {Spatial-temporal prediction of algal bloom},
booktitle = {Ninth International Conference on Natural Computation, {ICNC} 2013,
Shenyang, China, July 23-25, 2013},
pages = {973--977},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICNC.2013.6818117},
doi = {10.1109/ICNC.2013.6818117},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icnc/ShahriarR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/RahmanDS13,
author = {Ashfaqur Rahman and
Ritaban Dutta and
Daniel V. Smith},
title = {Exploring mineral domains with genetic algorithm},
booktitle = {The 2013 International Joint Conference on Neural Networks, {IJCNN}
2013, Dallas, TX, USA, August 4-9, 2013},
pages = {1--8},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/IJCNN.2013.6707087},
doi = {10.1109/IJCNN.2013.6707087},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/RahmanDS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/RahmanV13,
author = {Ashfaqur Rahman and
Brijesh K. Verma},
title = {Cluster oriented ensemble classifiers using multi-objective evolutionary
algorithm},
booktitle = {The 2013 International Joint Conference on Neural Networks, {IJCNN}
2013, Dallas, TX, USA, August 4-9, 2013},
pages = {1--6},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/IJCNN.2013.6706822},
doi = {10.1109/IJCNN.2013.6706822},
timestamp = {Thu, 27 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/RahmanV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ZhangRD13,
author = {Qianyu Zhang and
Ashfaqur Rahman and
Claire D'Este},
title = {Impute vs. Ignore: Missing values for prediction},
booktitle = {The 2013 International Joint Conference on Neural Networks, {IJCNN}
2013, Dallas, TX, USA, August 4-9, 2013},
pages = {1--8},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/IJCNN.2013.6707014},
doi = {10.1109/IJCNN.2013.6707014},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/ZhangRD13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/issnip/RahmanDT13,
author = {Ashfaqur Rahman and
Claire D'Este and
Greg P. Timms},
title = {Dealing with missing sensor values in predicting shellfish farm closure},
booktitle = {2013 {IEEE} Eighth International Conference on Intelligent Sensors,
Sensor Networks and Information Processing, Melbourne, Australia,
April 2-5, 2013},
pages = {351--356},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ISSNIP.2013.6529815},
doi = {10.1109/ISSNIP.2013.6529815},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/issnip/RahmanDT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/issnip/RahmanST13,
author = {Ashfaqur Rahman and
Daniel V. Smith and
Greg P. Timms},
title = {Multiple classifier system for automated quality assessment of marine
sensor data},
booktitle = {2013 {IEEE} Eighth International Conference on Intelligent Sensors,
Sensor Networks and Information Processing, Melbourne, Australia,
April 2-5, 2013},
pages = {362--367},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ISSNIP.2013.6529817},
doi = {10.1109/ISSNIP.2013.6529817},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/issnip/RahmanST13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mcs/DEsteR13,
author = {Claire D'Este and
Ashfaqur Rahman},
editor = {Zhi{-}Hua Zhou and
Fabio Roli and
Josef Kittler},
title = {Similarity Weighted Ensembles for Relocating Models of Rare Events},
booktitle = {Multiple Classifier Systems, 11th International Workshop, {MCS} 2013,
Nanjing, China, May 15-17, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7872},
pages = {25--36},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-38067-9\_3},
doi = {10.1007/978-3-642-38067-9\_3},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mcs/DEsteR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/VermaR12,
author = {Brijesh K. Verma and
Ashfaqur Rahman},
title = {Cluster-Oriented Ensemble Classifier: Impact of Multicluster Characterization
on Ensemble Classifier Learning},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {24},
number = {4},
pages = {605--618},
year = {2012},
url = {https://doi.org/10.1109/TKDE.2011.28},
doi = {10.1109/TKDE.2011.28},
timestamp = {Thu, 27 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/VermaR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/DEsteRT12,
author = {Claire D'Este and
Ashfaqur Rahman and
Alison Turnbull},
editor = {Michael Thielscher and
Dongmo Zhang},
title = {Predicting Shellfish Farm Closures with Class Balancing Methods},
booktitle = {{AI} 2012: Advances in Artificial Intelligence - 25th Australasian
Joint Conference, Sydney, Australia, December 4-7, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7691},
pages = {39--48},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-35101-3\_4},
doi = {10.1007/978-3-642-35101-3\_4},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ausai/DEsteRT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/RahmanV12,
author = {Ashfaqur Rahman and
Brijesh K. Verma},
title = {Influence of unstable patterns in layered cluster oriented ensemble
classifier},
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.2012.6252421},
doi = {10.1109/IJCNN.2012.6252421},
timestamp = {Thu, 27 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/RahmanV12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/RahmanVS12,
author = {Ashfaqur Rahman and
Brijesh K. Verma and
David R. Stockwell},
title = {An hierarchical approach towards road image segmentation},
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.2012.6252403},
doi = {10.1109/IJCNN.2012.6252403},
timestamp = {Thu, 27 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/RahmanVS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijmis/RahamanRT11,
author = {Mohammad Saiedur Rahaman and
Ashfaqur Rahman and
Sumaira Tasnim},
title = {An adaptive harmonic broadcasting scheme with download and playback
synchronisation for video on demand},
journal = {Int. J. Multim. Intell. Secur.},
volume = {2},
number = {1},
pages = {4--17},
year = {2011},
url = {https://doi.org/10.1504/IJMIS.2011.040926},
doi = {10.1504/IJMIS.2011.040926},
timestamp = {Sun, 06 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijmis/RahamanRT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/RahmanV11,
author = {Ashfaqur Rahman and
Brijesh K. Verma},
title = {Novel Layered Clustering-Based Approach for Generating Ensemble of
Classifiers},
journal = {{IEEE} Trans. Neural Networks},
volume = {22},
number = {5},
pages = {781--792},
year = {2011},
url = {https://doi.org/10.1109/TNN.2011.2118765},
doi = {10.1109/TNN.2011.2118765},
timestamp = {Thu, 27 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/RahmanV11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/RahmanV11,
author = {Ashfaqur Rahman and
Brijesh K. Verma},
title = {Ensemble classifier composition: Impact on feature based offline cursive
character recognition},
booktitle = {The 2011 International Joint Conference on Neural Networks, {IJCNN}
2011, San Jose, California, USA, July 31 - August 5, 2011},
pages = {801--807},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/IJCNN.2011.6033303},
doi = {10.1109/IJCNN.2011.6033303},
timestamp = {Thu, 27 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/RahmanV11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/RahmanVY10,
author = {Ashfaqur Rahman and
Brijesh K. Verma and
Xin Yao},
editor = {Kok Wai Wong and
B. Sumudu U. Mendis and
Abdesselam Bouzerdoum},
title = {Non-uniform Layered Clustering for Ensemble Classifier Generation
and Optimality},
booktitle = {Neural Information Processing. Theory and Algorithms - 17th International
Conference, {ICONIP} 2010, Sydney, Australia, November 22-25, 2010,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6443},
pages = {551--558},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-17537-4\_67},
doi = {10.1007/978-3-642-17537-4\_67},
timestamp = {Thu, 27 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iconip/RahmanVY10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/RahmanV10,
author = {Ashfaqur Rahman and
Brijesh K. Verma},
title = {A novel ensemble classifier approach using weak classifier learning
on overlapping clusters},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2010, Barcelona,
Spain, 18-23 July, 2010},
pages = {1--7},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/IJCNN.2010.5596332},
doi = {10.1109/IJCNN.2010.5596332},
timestamp = {Thu, 27 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/RahmanV10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcisys/RahmanM09,
author = {Ashfaqur Rahman and
M. Manzur Murshed},
title = {Feature Weighting and Retrieval Methods for Dynamic Texture Motion
Features},
journal = {Int. J. Comput. Intell. Syst.},
volume = {2},
number = {1},
pages = {27--38},
year = {2009},
url = {https://doi.org/10.1080/18756891.2009.9727637},
doi = {10.1080/18756891.2009.9727637},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcisys/RahmanM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcsv/RahmanM09,
author = {Ashfaqur Rahman and
M. Manzur Murshed},
title = {Detection of Multiple Dynamic Textures Using Feature Space Mapping},
journal = {{IEEE} Trans. Circuits Syst. Video Technol.},
volume = {19},
number = {5},
pages = {766--771},
year = {2009},
url = {https://doi.org/10.1109/TCSVT.2009.2017419},
doi = {10.1109/TCSVT.2009.2017419},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcsv/RahmanM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/ccn/RahmanR09,
author = {Musfiq Rahman and
Ashfaqur Rahman},
editor = {Sudip Misra and
Isaac Woungang and
Subhas Chandra Misra},
title = {Quality of Service Support in Wireless Ad Hoc Networks},
booktitle = {Guide to Wireless Ad Hoc Networks},
series = {Computer Communications and Networks},
pages = {281--310},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-1-84800-328-6\_12},
doi = {10.1007/978-1-84800-328-6\_12},
timestamp = {Wed, 06 Mar 2019 09:21:44 +0100},
biburl = {https://dblp.org/rec/series/ccn/RahmanR09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/acj/RahmanM08,
author = {Ashfaqur Rahman and
M. Manzur Murshed},
title = {Dynamic Texture Synthesis Using Motion Distribution Statistics},
journal = {J. Res. Pract. Inf. Technol.},
volume = {40},
number = {2},
pages = {129--148},
year = {2008},
url = {http://ws.acs.org.au/jrpit/JRPITVolumes/JRPIT40/JRPIT40.2.129.pdf},
timestamp = {Thu, 26 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/acj/RahmanM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcisys/RahmanSIS08,
author = {Ashfaqur Rahman and
Abdus Salam and
Mahfuzul Islam and
Partha Sarker},
title = {An Image Based Approach to Compute Object Distance},
journal = {Int. J. Comput. Intell. Syst.},
volume = {1},
number = {4},
pages = {304--312},
year = {2008},
url = {https://doi.org/10.1080/18756891.2008.9727627},
doi = {10.1080/18756891.2008.9727627},
timestamp = {Mon, 16 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcisys/RahmanSIS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijict/RahmanHT08,
author = {Ashfaqur Rahman and
Md. Aynul Haque and
Md. Shapon Talukder},
title = {Location finding using computer vision based approach},
journal = {Int. J. Inf. Commun. Technol.},
volume = {1},
number = {3/4},
pages = {390--397},
year = {2008},
url = {https://doi.org/10.1504/IJICT.2008.024010},
doi = {10.1504/IJICT.2008.024010},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijict/RahmanHT08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijict/BijonHRM08,
author = {Khalid Zaman Bijon and
Ahmed Hasan and
Ashfaqur Rahman and
M. Manzur Murshed},
title = {Periodicity estimation of Dynamic Textures},
journal = {Int. J. Inf. Commun. Technol.},
volume = {1},
number = {3/4},
pages = {414--423},
year = {2008},
url = {https://doi.org/10.1504/IJICT.2008.024012},
doi = {10.1504/IJICT.2008.024012},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijict/BijonHRM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcsv/RahmanM07,
author = {Ashfaqur Rahman and
M. Manzur Murshed},
title = {A Temporal Texture Characterization Technique Using Block-Based Approximated
Motion Measure},
journal = {{IEEE} Trans. Circuits Syst. Video Technol.},
volume = {17},
number = {10},
pages = {1370--1382},
year = {2007},
url = {https://doi.org/10.1109/TCSVT.2007.903790},
doi = {10.1109/TCSVT.2007.903790},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcsv/RahmanM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/civr/RahmanM07,
author = {Ashfaqur Rahman and
M. Manzur Murshed},
editor = {Nicu Sebe and
Marcel Worring},
title = {Multiple temporal texture detection using feature space mapping},
booktitle = {Proceedings of the 6th {ACM} International Conference on Image and
Video Retrieval, {CIVR} 2007, Amsterdam, The Netherlands, July 9-11,
2007},
pages = {417--424},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1282280.1282342},
doi = {10.1145/1282280.1282342},
timestamp = {Mon, 19 Apr 2021 12:59:07 +0200},
biburl = {https://dblp.org/rec/conf/civr/RahmanM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itcc/RahmanM05,
author = {Ashfaqur Rahman and
M. Manzur Murshed},
title = {A Robust Optical Flow Estimation Algorithm for Temporal Textures},
booktitle = {International Symposium on Information Technology: Coding and Computing
{(ITCC} 2005), Volume 2, 4-6 April 2005, Las Vegas, Nevada, {USA}},
pages = {72--76},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/ITCC.2005.31},
doi = {10.1109/ITCC.2005.31},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/itcc/RahmanM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/RahmanM04,
author = {Ashfaqur Rahman and
M. Manzur Murshed},
title = {Real-time temporal texture characterisation using block based motion
co-occurrence statistics},
booktitle = {Proceedings of the 2004 International Conference on Image Processing,
{ICIP} 2004, Singapore, October 24-27, 2004},
pages = {1593--1596},
publisher = {{IEEE}},
year = {2004},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icip/RahmanM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itcc/RahmanMD04,
author = {Ashfaqur Rahman and
M. Manzur Murshed and
Laurence Dooley},
title = {Feature Weighting Methods for Abstract Features Applicable to Motion
based Video Indexing},
booktitle = {International Conference on Information Technology: Coding and Computing
(ITCC'04), Volume 1, April 5-7, 2004, Las Vegas, Nevada, {USA}},
pages = {676},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/ITCC.2004.1286544},
doi = {10.1109/ITCC.2004.1286544},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/itcc/RahmanMD04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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