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ORCIDBibTeX records: Danil V. Prokhorov
@article{DBLP:journals/corr/abs-2403-15826,
author = {Navid Hashemi and
Bardh Hoxha and
Danil V. Prokhorov and
Georgios Fainekos and
Jyotirmoy Deshmukh},
title = {Scaling Learning based Policy Optimization for Temporal Tasks via
Dropout},
journal = {CoRR},
volume = {abs/2403.15826},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.15826},
doi = {10.48550/ARXIV.2403.15826},
eprinttype = {arXiv},
eprint = {2403.15826},
timestamp = {Tue, 09 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-15826.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aips/WatanabeFHLP0023,
author = {Kandai Watanabe and
Georgios Fainekos and
Bardh Hoxha and
Morteza Lahijanian and
Danil V. Prokhorov and
Sriram Sankaranarayanan and
Tomoya Yamaguchi},
editor = {Sven Koenig and
Roni Stern and
Mauro Vallati},
title = {Timed Partial Order Inference Algorithm},
booktitle = {Proceedings of the Thirty-Third International Conference on Automated
Planning and Scheduling, July 8-13, 2023, Prague, Czech Republic},
pages = {639--647},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/icaps.v33i1.27246},
doi = {10.1609/ICAPS.V33I1.27246},
timestamp = {Wed, 20 Sep 2023 11:58:30 +0200},
biburl = {https://dblp.org/rec/conf/aips/WatanabeFHLP0023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcc/HashemiQDFHP023,
author = {Navid Hashemi and
Xin Qin and
Jyotirmoy V. Deshmukh and
Georgios Fainekos and
Bardh Hoxha and
Danil V. Prokhorov and
Tomoya Yamaguchi},
title = {Risk-Awareness in Learning Neural Controllers for Temporal Logic Objectives},
booktitle = {American Control Conference, {ACC} 2023, San Diego, CA, USA, May 31
- June 2, 2023},
pages = {4096--4103},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.23919/ACC55779.2023.10156345},
doi = {10.23919/ACC55779.2023.10156345},
timestamp = {Tue, 11 Jul 2023 16:44:02 +0200},
biburl = {https://dblp.org/rec/conf/amcc/HashemiQDFHP023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hybrid/TranCOHFP23,
author = {Hoang{-}Dung Tran and
Sungwoo Choi and
Hideki Okamoto and
Bardh Hoxha and
Georgios Fainekos and
Danil V. Prokhorov},
title = {Quantitative Verification for Neural Networks using ProbStars},
booktitle = {Proceedings of the 26th {ACM} International Conference on Hybrid Systems:
Computation and Control, {HSCC} 2023, San Antonio, TX, USA, May 9-12,
2023},
pages = {4:1--4:12},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3575870.3587112},
doi = {10.1145/3575870.3587112},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hybrid/TranCOHFP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hybrid/TranCY0HP23,
author = {Hoang{-}Dung Tran and
Sung Woo Choi and
Xiaodong Yang and
Tomoya Yamaguchi and
Bardh Hoxha and
Danil V. Prokhorov},
title = {Verification of Recurrent Neural Networks with Star Reachability},
booktitle = {Proceedings of the 26th {ACM} International Conference on Hybrid Systems:
Computation and Control, {HSCC} 2023, San Antonio, TX, USA, May 9-12,
2023},
pages = {6:1--6:13},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3575870.3587128},
doi = {10.1145/3575870.3587128},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hybrid/TranCY0HP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccps/HashemiH0PFD23,
author = {Navid Hashemi and
Bardh Hoxha and
Tomoya Yamaguchi and
Danil V. Prokhorov and
Georgios Fainekos and
Jyotirmoy Deshmukh},
editor = {Sayan Mitra and
Nalini Venkatasubramanian and
Abhishek Dubey and
Lu Feng and
Mahsa Ghasemi and
Jonathan Sprinkle},
title = {A Neurosymbolic Approach to the Verification of Temporal Logic Properties
of Learning-enabled Control Systems},
booktitle = {Proceedings of the {ACM/IEEE} 14th International Conference on Cyber-Physical
Systems, {ICCPS} 2023, (with CPS-IoT Week 2023), San Antonio, TX,
USA, May 9-12, 2023},
pages = {98--109},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3576841.3585928},
doi = {10.1145/3576841.3585928},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccps/HashemiH0PFD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/BlackFHPP23,
author = {Mitchell Black and
Georgios Fainekos and
Bardh Hoxha and
Danil V. Prokhorov and
Dimitra Panagou},
title = {Safety Under Uncertainty: Tight Bounds with Risk-Aware Control Barrier
Functions},
booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA}
2023, London, UK, May 29 - June 2, 2023},
pages = {12686--12692},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICRA48891.2023.10161379},
doi = {10.1109/ICRA48891.2023.10161379},
timestamp = {Tue, 08 Aug 2023 10:24:29 +0200},
biburl = {https://dblp.org/rec/conf/icra/BlackFHPP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/robosoft/SongGP23,
author = {Yuyang Song and
Umesh Gandhi and
Danil V. Prokhorov},
title = {Design and fabrication of multi-pouch inflatable holding structure
with higher payload},
booktitle = {{IEEE} International Conference on Soft Robotics, RoboSoft 2023, Singapore,
April 3-7, 2023},
pages = {1--6},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/RoboSoft55895.2023.10121978},
doi = {10.1109/ROBOSOFT55895.2023.10121978},
timestamp = {Mon, 22 May 2023 21:13:41 +0200},
biburl = {https://dblp.org/rec/conf/robosoft/SongGP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rv/AndersonFHOP23,
author = {Jacob Anderson and
Georgios Fainekos and
Bardh Hoxha and
Hideki Okamoto and
Danil V. Prokhorov},
editor = {Panagiotis Katsaros and
Laura Nenzi},
title = {Pattern Matching for Perception Streams},
booktitle = {Runtime Verification - 23rd International Conference, {RV} 2023, Thessaloniki,
Greece, October 3-6, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14245},
pages = {251--270},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44267-4\_13},
doi = {10.1007/978-3-031-44267-4\_13},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/rv/AndersonFHOP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-02501,
author = {Kandai Watanabe and
Bardh Hoxha and
Danil V. Prokhorov and
Georgios Fainekos and
Morteza Lahijanian and
Sriram Sankaranarayanan and
Tomoya Yamaguchi},
title = {Timed Partial Order Inference Algorithm},
journal = {CoRR},
volume = {abs/2302.02501},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.02501},
doi = {10.48550/ARXIV.2302.02501},
eprinttype = {arXiv},
eprint = {2302.02501},
timestamp = {Mon, 13 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-02501.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-05394,
author = {Navid Hashemi and
Bardh Hoxha and
Tomoya Yamaguchi and
Danil V. Prokhorov and
Georgios Fainekos and
Jyotirmoy Deshmukh},
title = {A Neurosymbolic Approach to the Verification of Temporal Logic Properties
of Learning enabled Control Systems},
journal = {CoRR},
volume = {abs/2303.05394},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.05394},
doi = {10.48550/ARXIV.2303.05394},
eprinttype = {arXiv},
eprint = {2303.05394},
timestamp = {Wed, 15 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-05394.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-01040,
author = {Mitchell Black and
Georgios Fainekos and
Bardh Hoxha and
Danil V. Prokhorov and
Dimitra Panagou},
title = {Safety Under Uncertainty: Tight Bounds with Risk-Aware Control Barrier
Functions},
journal = {CoRR},
volume = {abs/2304.01040},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.01040},
doi = {10.48550/ARXIV.2304.01040},
eprinttype = {arXiv},
eprint = {2304.01040},
timestamp = {Mon, 17 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-01040.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-07072,
author = {Alexander Bastounis and
Alexander N. Gorban and
Anders C. Hansen and
Desmond J. Higham and
Danil V. Prokhorov and
Oliver J. Sutton and
Ivan Yu. Tyukin and
Qinghua Zhou},
title = {The Boundaries of Verifiable Accuracy, Robustness, and Generalisation
in Deep Learning},
journal = {CoRR},
volume = {abs/2309.07072},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.07072},
doi = {10.48550/ARXIV.2309.07072},
eprinttype = {arXiv},
eprint = {2309.07072},
timestamp = {Tue, 19 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-07072.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-07803,
author = {Hardik Parwana and
Mitchell Black and
Bardh Hoxha and
Hideki Okamoto and
Georgios Fainekos and
Danil V. Prokhorov and
Dimitra Panagou},
title = {Feasible Space Monitoring for Multiple Control Barrier Functions with
application to Large Scale Indoor Navigation},
journal = {CoRR},
volume = {abs/2312.07803},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.07803},
doi = {10.48550/ARXIV.2312.07803},
eprinttype = {arXiv},
eprint = {2312.07803},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-07803.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/formats/YangYTHJP22,
author = {Xiaodong Yang and
Tom Yamaguchi and
Hoang{-}Dung Tran and
Bardh Hoxha and
Taylor T. Johnson and
Danil V. Prokhorov},
editor = {Sergiy Bogomolov and
David Parker},
title = {Neural Network Repair with Reachability Analysis},
booktitle = {Formal Modeling and Analysis of Timed Systems - 20th International
Conference, {FORMATS} 2022, Warsaw, Poland, September 13-15, 2022,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13465},
pages = {221--236},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-15839-1\_13},
doi = {10.1007/978-3-031-15839-1\_13},
timestamp = {Mon, 24 Oct 2022 20:51:03 +0200},
biburl = {https://dblp.org/rec/conf/formats/YangYTHJP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-07439,
author = {Navid Hashemi and
Xin Qin and
Jyotirmoy V. Deshmukh and
Georgios Fainekos and
Bardh Hoxha and
Danil V. Prokhorov and
Tomoya Yamaguchi},
title = {Risk-Awareness in Learning Neural Controllers for Temporal Logic Objectives},
journal = {CoRR},
volume = {abs/2210.07439},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.07439},
doi = {10.48550/ARXIV.2210.07439},
eprinttype = {arXiv},
eprint = {2210.07439},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-07439.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-13609,
author = {Kenechukwu C. Mbanisi and
Hideyuki Kimpara and
Zhi Li and
Danil V. Prokhorov and
Michael A. Gennert},
title = {Model-based Evaluation of Driver Control Workloads in Haptic-based
Driver Assistance Systems},
journal = {CoRR},
volume = {abs/2210.13609},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.13609},
doi = {10.48550/ARXIV.2210.13609},
eprinttype = {arXiv},
eprint = {2210.13609},
timestamp = {Fri, 28 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-13609.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csysl/YaghoubiMFYPH21,
author = {Shakiba Yaghoubi and
Keyvan Majd and
Georgios Fainekos and
Tomoya Yamaguchi and
Danil V. Prokhorov and
Bardh Hoxha},
title = {Risk-Bounded Control Using Stochastic Barrier Functions},
journal = {{IEEE} Control. Syst. Lett.},
volume = {5},
number = {5},
pages = {1831--1836},
year = {2021},
url = {https://doi.org/10.1109/LCSYS.2020.3043287},
doi = {10.1109/LCSYS.2020.3043287},
timestamp = {Tue, 26 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csysl/YaghoubiMFYPH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/hf/KimparaMLTPG21,
author = {Hideyuki Kimpara and
Kenechukwu C. Mbanisi and
Zhi Li and
Karen L. Troy and
Danil V. Prokhorov and
Michael A. Gennert},
title = {Force Anticipation and Its Potential Implications on Feedforward and
Feedback Human Motor Control},
journal = {Hum. Factors},
volume = {63},
number = {4},
year = {2021},
url = {https://doi.org/10.1177/0018720819900842},
doi = {10.1177/0018720819900842},
timestamp = {Sat, 31 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/hf/KimparaMLTPG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcc/YaghoubiMF0PH21,
author = {Shakiba Yaghoubi and
Keyvan Majd and
Georgios Fainekos and
Tomoya Yamaguchi and
Danil V. Prokhorov and
Bardh Hoxha},
title = {Risk-bounded Control using Stochastic Barrier Functions},
booktitle = {2021 American Control Conference, {ACC} 2021, New Orleans, LA, USA,
May 25-28, 2021},
pages = {1131--1136},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.23919/ACC50511.2021.9483118},
doi = {10.23919/ACC50511.2021.9483118},
timestamp = {Fri, 30 Jul 2021 11:11:12 +0200},
biburl = {https://dblp.org/rec/conf/amcc/YaghoubiMF0PH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/YaghoubiF0PH21,
author = {Shakiba Yaghoubi and
Georgios Fainekos and
Tomoya Yamaguchi and
Danil V. Prokhorov and
Bardh Hoxha},
title = {Risk-Bounded Control with Kalman Filtering and Stochastic Barrier
Functions},
booktitle = {2021 60th {IEEE} Conference on Decision and Control (CDC), Austin,
TX, USA, December 14-17, 2021},
pages = {5213--5219},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/CDC45484.2021.9683756},
doi = {10.1109/CDC45484.2021.9683756},
timestamp = {Tue, 17 May 2022 15:53:17 +0200},
biburl = {https://dblp.org/rec/conf/cdc/YaghoubiF0PH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hybrid/YangJT0HP21,
author = {Xiaodong Yang and
Taylor T. Johnson and
Hoang{-}Dung Tran and
Tomoya Yamaguchi and
Bardh Hoxha and
Danil V. Prokhorov},
editor = {Sergiy Bogomolov and
Rapha{\"{e}}l M. Jungers},
title = {Reachability analysis of deep ReLU neural networks using facet-vertex
incidence},
booktitle = {{HSCC} '21: 24th {ACM} International Conference on Hybrid Systems:
Computation and Control, Nashville, Tennessee, May 19-21, 2021},
pages = {18:1--18:7},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447928.3456650},
doi = {10.1145/3447928.3456650},
timestamp = {Wed, 19 May 2021 14:55:26 +0200},
biburl = {https://dblp.org/rec/conf/hybrid/YangJT0HP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/MajdY0HPF21,
author = {Keyvan Majd and
Shakiba Yaghoubi and
Tomoya Yamaguchi and
Bardh Hoxha and
Danil V. Prokhorov and
Georgios Fainekos},
title = {Safe Navigation in Human Occupied Environments Using Sampling and
Control Barrier Functions},
booktitle = {{IEEE/RSJ} International Conference on Intelligent Robots and Systems,
{IROS} 2021, Prague, Czech Republic, September 27 - Oct. 1, 2021},
pages = {5794--5800},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IROS51168.2021.9636406},
doi = {10.1109/IROS51168.2021.9636406},
timestamp = {Wed, 22 Dec 2021 12:36:19 +0100},
biburl = {https://dblp.org/rec/conf/iros/MajdY0HPF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-01204,
author = {Keyvan Majd and
Shakiba Yaghoubi and
Tomoya Yamaguchi and
Bardh Hoxha and
Danil V. Prokhorov and
Georgios Fainekos},
title = {Safe Navigation in Human Occupied Environments Using Sampling and
Control Barrier Functions},
journal = {CoRR},
volume = {abs/2105.01204},
year = {2021},
url = {https://arxiv.org/abs/2105.01204},
eprinttype = {arXiv},
eprint = {2105.01204},
timestamp = {Wed, 12 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-01204.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-12074,
author = {Xiaodong Yang and
Tomoya Yamaguchi and
Hoang{-}Dung Tran and
Bardh Hoxha and
Taylor T. Johnson and
Danil V. Prokhorov},
title = {Reachability Analysis of Convolutional Neural Networks},
journal = {CoRR},
volume = {abs/2106.12074},
year = {2021},
url = {https://arxiv.org/abs/2106.12074},
eprinttype = {arXiv},
eprint = {2106.12074},
timestamp = {Wed, 30 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-12074.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-04214,
author = {Xiaodong Yang and
Tom Yamaguchi and
Hoang{-}Dung Tran and
Bardh Hoxha and
Taylor T. Johnson and
Danil V. Prokhorov},
title = {Neural Network Repair with Reachability Analysis},
journal = {CoRR},
volume = {abs/2108.04214},
year = {2021},
url = {https://arxiv.org/abs/2108.04214},
eprinttype = {arXiv},
eprint = {2108.04214},
timestamp = {Fri, 02 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-04214.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-14912,
author = {Shakiba Yaghoubi and
Georgios Fainekos and
Tomoya Yamaguchi and
Danil V. Prokhorov and
Bardh Hoxha},
title = {Risk-Bounded Control with Kalman Filtering and Stochastic Barrier
Functions},
journal = {CoRR},
volume = {abs/2112.14912},
year = {2021},
url = {https://arxiv.org/abs/2112.14912},
eprinttype = {arXiv},
eprint = {2112.14912},
timestamp = {Wed, 05 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-14912.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/YangZYPML20,
author = {Fan Yang and
Lei Zhang and
Sijia Yu and
Danil V. Prokhorov and
Xue Mei and
Haibin Ling},
title = {Feature Pyramid and Hierarchical Boosting Network for Pavement Crack
Detection},
journal = {{IEEE} Trans. Intell. Transp. Syst.},
volume = {21},
number = {4},
pages = {1525--1535},
year = {2020},
url = {https://doi.org/10.1109/TITS.2019.2910595},
doi = {10.1109/TITS.2019.2910595},
timestamp = {Mon, 04 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tits/YangZYPML20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/KimparaMFLPG20,
author = {Hideyuki Kimpara and
Kenechukwu C. Mbanisi and
Jie Fu and
Zhi Li and
Danil V. Prokhorov and
Michael A. Gennert},
title = {Human Model-Based Active Driving System in Vehicular Dynamic Simulation},
journal = {{IEEE} Trans. Intell. Transp. Syst.},
volume = {21},
number = {5},
pages = {1903--1914},
year = {2020},
url = {https://doi.org/10.1109/TITS.2019.2906294},
doi = {10.1109/TITS.2019.2906294},
timestamp = {Fri, 12 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tits/KimparaMFLPG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tiv/TuncaliFPIK20,
author = {Cumhur Erkan Tuncali and
Georgios Fainekos and
Danil V. Prokhorov and
Hisahiro Ito and
James Kapinski},
title = {Requirements-Driven Test Generation for Autonomous Vehicles With Machine
Learning Components},
journal = {{IEEE} Trans. Intell. Veh.},
volume = {5},
number = {2},
pages = {265--280},
year = {2020},
url = {https://doi.org/10.1109/TIV.2019.2955903},
doi = {10.1109/TIV.2019.2955903},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tiv/TuncaliFPIK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emsoft/DateBHYP20,
author = {Yuji Date and
Takeshi Baba and
Bardh Hoxha and
Tomoya Yamaguchi and
Danil V. Prokhorov},
editor = {Tulika Mitra and
Andreas Gerstlauer},
title = {Application of Simulation-Based Methods on Autonomous Vehicle Control
with Deep Neural Network: Work-in-Progress},
booktitle = {20th International Conference on Embedded Software, {EMSOFT} 2020,
Singapore, September 20-25, 2020},
pages = {1--3},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/EMSOFT51651.2020.9244013},
doi = {10.1109/EMSOFT51651.2020.9244013},
timestamp = {Wed, 02 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emsoft/DateBHYP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/memocode/0001HPD20,
author = {Tomoya Yamaguchi and
Bardh Hoxha and
Danil V. Prokhorov and
Jyotirmoy V. Deshmukh},
title = {Specification-guided Software Fault Localization for Autonomous Mobile
Systems},
booktitle = {18th {ACM/IEEE} International Conference on Formal Methods and Models
for System Design, {MEMOCODE} 2020, Jaipur, India, December 2-4, 2020},
pages = {1--12},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/MEMOCODE51338.2020.9315067},
doi = {10.1109/MEMOCODE51338.2020.9315067},
timestamp = {Mon, 01 Feb 2021 19:08:01 +0100},
biburl = {https://dblp.org/rec/conf/memocode/0001HPD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/TyukinGGP19,
author = {Ivan Yu. Tyukin and
Alexander N. Gorban and
Stephen Green and
Danil V. Prokhorov},
title = {Fast construction of correcting ensembles for legacy Artificial Intelligence
systems: Algorithms and a case study},
journal = {Inf. Sci.},
volume = {485},
pages = {230--247},
year = {2019},
url = {https://doi.org/10.1016/j.ins.2018.11.057},
doi = {10.1016/J.INS.2018.11.057},
timestamp = {Thu, 20 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/TyukinGGP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/ShenZYPML19,
author = {Jifeng Shen and
Xin Zuo and
Wankou Yang and
Danil V. Prokhorov and
Xue Mei and
Haibin Ling},
title = {Differential Features for Pedestrian Detection: {A} Taylor Series
Perspective},
journal = {{IEEE} Trans. Intell. Transp. Syst.},
volume = {20},
number = {8},
pages = {2913--2922},
year = {2019},
url = {https://doi.org/10.1109/TITS.2018.2869087},
doi = {10.1109/TITS.2018.2869087},
timestamp = {Tue, 24 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tits/ShenZYPML19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tiv/NishiDP19,
author = {Tomoki Nishi and
Prashant Doshi and
Danil V. Prokhorov},
title = {Merging in Congested Freeway Traffic Using Multipolicy Decision Making
and Passive Actor-Critic Learning},
journal = {{IEEE} Trans. Intell. Veh.},
volume = {4},
number = {2},
pages = {287--297},
year = {2019},
url = {https://doi.org/10.1109/TIV.2019.2904417},
doi = {10.1109/TIV.2019.2904417},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tiv/NishiDP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ZuoPSPB19,
author = {Wangmeng Zuo and
Xi Peng and
Ling Shao and
Danil V. Prokhorov and
Horst Bischof},
title = {Guest Editorial Special Issue on Discriminative Learning for Model
Optimization and Statistical Inference},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {30},
number = {10},
pages = {2894--2897},
year = {2019},
url = {https://doi.org/10.1109/TNNLS.2019.2935802},
doi = {10.1109/TNNLS.2019.2935802},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/ZuoPSPB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsg/WanLHP19,
author = {Zhiqiang Wan and
Hepeng Li and
Haibo He and
Danil V. Prokhorov},
title = {Model-Free Real-Time {EV} Charging Scheduling Based on Deep Reinforcement
Learning},
journal = {{IEEE} Trans. Smart Grid},
volume = {10},
number = {5},
pages = {5246--5257},
year = {2019},
url = {https://doi.org/10.1109/TSG.2018.2879572},
doi = {10.1109/TSG.2018.2879572},
timestamp = {Thu, 05 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsg/WanLHP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccad/DeshmukhKYP19,
author = {Jyotirmoy V. Deshmukh and
James Kapinski and
Tomoya Yamaguchi and
Danil V. Prokhorov},
editor = {David Z. Pan},
title = {Learning Deep Neural Network Controllers for Dynamical Systems with
Safety Guarantees: Invited Paper},
booktitle = {Proceedings of the International Conference on Computer-Aided Design,
{ICCAD} 2019, Westminster, CO, USA, November 4-7, 2019},
pages = {1--7},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1109/ICCAD45719.2019.8942130},
doi = {10.1109/ICCAD45719.2019.8942130},
timestamp = {Mon, 07 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccad/DeshmukhKYP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/Prokhorov19,
author = {Danil V. Prokhorov},
title = {Toward Next Generation of Autonomous Systems with {AI}},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2019 Budapest,
Hungary, July 14-19, 2019},
pages = {1--5},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IJCNN.2019.8851867},
doi = {10.1109/IJCNN.2019.8851867},
timestamp = {Wed, 22 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/Prokhorov19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-06340,
author = {Fan Yang and
Lei Zhang and
Sijia Yu and
Danil V. Prokhorov and
Xue Mei and
Haibin Ling},
title = {Feature Pyramid and Hierarchical Boosting Network for Pavement Crack
Detection},
journal = {CoRR},
volume = {abs/1901.06340},
year = {2019},
url = {http://arxiv.org/abs/1901.06340},
eprinttype = {arXiv},
eprint = {1901.06340},
timestamp = {Fri, 23 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-06340.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-01094,
author = {Cumhur Erkan Tuncali and
Georgios Fainekos and
Danil V. Prokhorov and
Hisahiro Ito and
James Kapinski},
title = {Requirements-driven Test Generation for Autonomous Vehicles with Machine
Learning Components},
journal = {CoRR},
volume = {abs/1908.01094},
year = {2019},
url = {http://arxiv.org/abs/1908.01094},
eprinttype = {arXiv},
eprint = {1908.01094},
timestamp = {Fri, 09 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-01094.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/DiZLMPL18,
author = {Shuai Di and
Honggang Zhang and
Chun{-}Guang Li and
Xue Mei and
Danil V. Prokhorov and
Haibin Ling},
title = {Cross-Domain Traffic Scene Understanding: {A} Dense Correspondence-Based
Transfer Learning Approach},
journal = {{IEEE} Trans. Intell. Transp. Syst.},
volume = {19},
number = {3},
pages = {745--757},
year = {2018},
url = {https://doi.org/10.1109/TITS.2017.2702012},
doi = {10.1109/TITS.2017.2702012},
timestamp = {Thu, 19 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tits/DiZLMPL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/FanMPL18,
author = {Heng Fan and
Xue Mei and
Danil V. Prokhorov and
Haibin Ling},
title = {Multi-Level Contextual RNNs With Attention Model for Scene Labeling},
journal = {{IEEE} Trans. Intell. Transp. Syst.},
volume = {19},
number = {11},
pages = {3475--3485},
year = {2018},
url = {https://doi.org/10.1109/TITS.2017.2775628},
doi = {10.1109/TITS.2017.2775628},
timestamp = {Mon, 03 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tits/FanMPL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcc/JiangLHYP18,
author = {He Jiang and
Xiao{-}Kang Liu and
Haibo He and
Chengzhi Yuan and
Danil V. Prokhorov},
title = {Neural Network Based Distributed Consensus Control for Heterogeneous
Multi-agent Systems},
booktitle = {2018 Annual American Control Conference, {ACC} 2018, Milwaukee, WI,
USA, June 27-29, 2018},
pages = {5175--5180},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.23919/ACC.2018.8431744},
doi = {10.23919/ACC.2018.8431744},
timestamp = {Sun, 08 Aug 2021 01:40:57 +0200},
biburl = {https://dblp.org/rec/conf/amcc/JiangLHYP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/TyukinGPG18,
author = {Ivan Yu. Tyukin and
Alexander N. Gorban and
Danil V. Prokhorov and
Stephen Green},
title = {Efficiency of Shallow Cascades for Improving Deep Learning {AI} Systems},
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.2018.8489266},
doi = {10.1109/IJCNN.2018.8489266},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/TyukinGPG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-05593,
author = {Ivan Yu. Tyukin and
Alexander N. Gorban and
Stephen Green and
Danil V. Prokhorov},
title = {Fast Construction of Correcting Ensembles for Legacy Artificial Intelligence
Systems: Algorithms and a Case Study},
journal = {CoRR},
volume = {abs/1810.05593},
year = {2018},
url = {http://arxiv.org/abs/1810.05593},
eprinttype = {arXiv},
eprint = {1810.05593},
timestamp = {Thu, 20 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-05593.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/SongLPPZ17,
author = {Yong{-}Duan Song and
Frank L. Lewis and
Marios M. Polycarpou and
Danil V. Prokhorov and
Dongbin Zhao},
title = {Guest Editorial Special Issue on New Developments in Neural Network
Structures for Signal Processing, Autonomous Decision, and Adaptive
Control},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {28},
number = {3},
pages = {494--499},
year = {2017},
url = {https://doi.org/10.1109/TNNLS.2016.2617239},
doi = {10.1109/TNNLS.2016.2617239},
timestamp = {Mon, 09 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/SongLPPZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/LiMPT17,
author = {Jun Li and
Xue Mei and
Danil V. Prokhorov and
Dacheng Tao},
title = {Deep Neural Network for Structural Prediction and Lane Detection in
Traffic Scene},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {28},
number = {3},
pages = {690--703},
year = {2017},
url = {https://doi.org/10.1109/TNNLS.2016.2522428},
doi = {10.1109/TNNLS.2016.2522428},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/LiMPT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/FanMPL17,
author = {Heng Fan and
Xue Mei and
Danil V. Prokhorov and
Haibin Ling},
title = {{RGB-D} Scene Labeling with Multimodal Recurrent Neural Networks},
booktitle = {2017 {IEEE} Conference on Computer Vision and Pattern Recognition
Workshops, {CVPR} Workshops 2017, Honolulu, HI, USA, July 21-26, 2017},
pages = {203--211},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/CVPRW.2017.31},
doi = {10.1109/CVPRW.2017.31},
timestamp = {Tue, 04 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/FanMPL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itsc/HsuTMLNP017,
author = {Han{-}Kai Hsu and
Yi{-}Hsuan Tsai and
Xue Mei and
Kuan{-}Hui Lee and
Naoki Nagasaka and
Danil V. Prokhorov and
Ming{-}Hsuan Yang},
title = {Learning to tell brake and turn signals in videos using {CNN-LSTM}
structure},
booktitle = {20th {IEEE} International Conference on Intelligent Transportation
Systems, {ITSC} 2017, Yokohama, Japan, October 16-19, 2017},
pages = {1--6},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ITSC.2017.8317782},
doi = {10.1109/ITSC.2017.8317782},
timestamp = {Wed, 16 Oct 2019 14:14:57 +0200},
biburl = {https://dblp.org/rec/conf/itsc/HsuTMLNP017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NishiDJP17,
author = {Tomoki Nishi and
Prashant Doshi and
Michael R. James and
Danil V. Prokhorov},
title = {Actor-Critic for Linearly-Solvable Continuous {MDP} with Partially
Known Dynamics},
journal = {CoRR},
volume = {abs/1706.01077},
year = {2017},
url = {http://arxiv.org/abs/1706.01077},
eprinttype = {arXiv},
eprint = {1706.01077},
timestamp = {Fri, 11 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/NishiDJP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NishiDP17,
author = {Tomoki Nishi and
Prashant Doshi and
Danil V. Prokhorov},
title = {Freeway Merging in Congested Traffic based on Multipolicy Decision
Making with Passive Actor Critic},
journal = {CoRR},
volume = {abs/1707.04489},
year = {2017},
url = {http://arxiv.org/abs/1707.04489},
eprinttype = {arXiv},
eprint = {1707.04489},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/NishiDP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/GorbanTPS16,
author = {Alexander N. Gorban and
Ivan Yu. Tyukin and
Danil V. Prokhorov and
Konstantin I. Sofeikov},
title = {Approximation with random bases: Pro et Contra},
journal = {Inf. Sci.},
volume = {364-365},
pages = {129--145},
year = {2016},
url = {https://doi.org/10.1016/j.ins.2015.09.021},
doi = {10.1016/J.INS.2015.09.021},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/GorbanTPS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tiv/ProkhorovTSLFTF16,
author = {Danil V. Prokhorov and
Sadayuki Tsugawa and
Christoph Stiller and
Christian Laugier and
Emilio Frazzoli and
Mohan M. Trivedi and
Dimitar P. Filev},
title = {{IEEE} Transactions on Intelligent Vehicles Senior Associate Editors},
journal = {{IEEE} Trans. Intell. Veh.},
volume = {1},
number = {1},
pages = {3--5},
year = {2016},
url = {https://doi.org/10.1109/TIV.2016.2578658},
doi = {10.1109/TIV.2016.2578658},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tiv/ProkhorovTSLFTF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tiv/OkumuraJKDSNP16,
author = {Bunyo Okumura and
Michael R. James and
Yusuke Kanzawa and
Matthew Derry and
Katsuhiro Sakai and
Tomoki Nishi and
Danil V. Prokhorov},
title = {Challenges in Perception and Decision Making for Intelligent Automotive
Vehicles: {A} Case Study},
journal = {{IEEE} Trans. Intell. Veh.},
volume = {1},
number = {1},
pages = {20--32},
year = {2016},
url = {https://doi.org/10.1109/TIV.2016.2551545},
doi = {10.1109/TIV.2016.2551545},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tiv/OkumuraJKDSNP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itsc/ZhongTCMPJ016,
author = {Guangyu Zhong and
Yi{-}Hsuan Tsai and
Yi{-}Ting Chen and
Xue Mei and
Danil V. Prokhorov and
Michael James and
Ming{-}Hsuan Yang},
title = {Learning to tell brake lights with convolutional features},
booktitle = {19th {IEEE} International Conference on Intelligent Transportation
Systems, {ITSC} 2016, Rio de Janeiro, Brazil, November 1-4, 2016},
pages = {1558--1563},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ITSC.2016.7795765},
doi = {10.1109/ITSC.2016.7795765},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/itsc/ZhongTCMPJ016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itsc/DiZMPL16,
author = {Shuai Di and
Honggang Zhang and
Xue Mei and
Danil V. Prokhorov and
Haibin Ling},
title = {A benchmark for cross-weather traffic scene understanding},
booktitle = {19th {IEEE} International Conference on Intelligent Transportation
Systems, {ITSC} 2016, Rio de Janeiro, Brazil, November 1-4, 2016},
pages = {2150--2156},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ITSC.2016.7795904},
doi = {10.1109/ITSC.2016.7795904},
timestamp = {Mon, 23 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/itsc/DiZMPL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ivs/FanMPL16,
author = {Heng Fan and
Xue Mei and
Danil V. Prokhorov and
Haibin Ling},
title = {Cross datasets vegetation detection with spatial prior and local context},
booktitle = {2016 {IEEE} Intelligent Vehicles Symposium, {IV} 2016, Gotenburg,
Sweden, June 19-22, 2016},
pages = {735--740},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/IVS.2016.7535469},
doi = {10.1109/IVS.2016.7535469},
timestamp = {Mon, 03 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ivs/FanMPL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vehits/Prokhorov16,
author = {Danil V. Prokhorov},
editor = {Markus Helfert and
Oleg Yu. Gusikhin},
title = {Toward Highly Intelligent Automobiles},
booktitle = {Proceedings of the International Conference on Vehicle Technology
and Intelligent Transport Systems, {VEHITS} 2016, Rome, Italy, April
23-24, 2016},
pages = {7},
publisher = {SciTePress},
year = {2016},
timestamp = {Wed, 22 Mar 2017 16:05:10 +0100},
biburl = {https://dblp.org/rec/conf/vehits/Prokhorov16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FanMPL16,
author = {Heng Fan and
Xue Mei and
Danil V. Prokhorov and
Haibin Ling},
title = {Multi-level Contextual RNNs with Attention Model for Scene Labeling},
journal = {CoRR},
volume = {abs/1607.02537},
year = {2016},
url = {http://arxiv.org/abs/1607.02537},
eprinttype = {arXiv},
eprint = {1607.02537},
timestamp = {Tue, 04 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/FanMPL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/NiHZXP15,
author = {Zhen Ni and
Haibo He and
Dongbin Zhao and
Xin Xu and
Danil V. Prokhorov},
title = {GrDHP: {A} General Utility Function Representation for Dual Heuristic
Dynamic Programming},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {26},
number = {3},
pages = {614--627},
year = {2015},
url = {https://doi.org/10.1109/TNNLS.2014.2329942},
doi = {10.1109/TNNLS.2014.2329942},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/NiHZXP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/NiHZP15,
author = {Zhen Ni and
Haibo He and
Xiangnan Zhong and
Danil V. Prokhorov},
title = {Model-Free Dual Heuristic Dynamic Programming},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {26},
number = {8},
pages = {1834--1839},
year = {2015},
url = {https://doi.org/10.1109/TNNLS.2015.2424971},
doi = {10.1109/TNNLS.2015.2424971},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/NiHZP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/MeiHPT15,
author = {Xue Mei and
Zhibin Hong and
Danil V. Prokhorov and
Dacheng Tao},
title = {Robust Multitask Multiview Tracking in Videos},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {26},
number = {11},
pages = {2874--2890},
year = {2015},
url = {https://doi.org/10.1109/TNNLS.2015.2399233},
doi = {10.1109/TNNLS.2015.2399233},
timestamp = {Mon, 09 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/MeiHPT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/HongCWMPT15,
author = {Zhibin Hong and
Zhe Chen and
Chaohui Wang and
Xue Mei and
Danil V. Prokhorov and
Dacheng Tao},
title = {MUlti-Store Tracker (MUSTer): {A} cognitive psychology inspired approach
to object tracking},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2015, Boston, MA, USA, June 7-12, 2015},
pages = {749--758},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/CVPR.2015.7298675},
doi = {10.1109/CVPR.2015.7298675},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/HongCWMPT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itsc/DiZMPL15,
author = {Shuai Di and
Honggang Zhang and
Xue Mei and
Danil V. Prokhorov and
Haibin Ling},
title = {Spatial Prior for Nonparametric Road Scene Parsing},
booktitle = {{IEEE} 18th International Conference on Intelligent Transportation
Systems, {ITSC} 2015, Gran Canaria, Spain, September 15-18, 2015},
pages = {1209--1214},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ITSC.2015.199},
doi = {10.1109/ITSC.2015.199},
timestamp = {Mon, 23 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/itsc/DiZMPL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ivs/MeiNOP15,
author = {Xue Mei and
Naoki Nagasaka and
Bunyo Okumura and
Danil V. Prokhorov},
title = {Detection and motion planning for roadside parked vehicles at long
distance},
booktitle = {2015 {IEEE} Intelligent Vehicles Symposium, {IV} 2015, Seoul, South
Korea, June 28 - July 1, 2015},
pages = {412--418},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/IVS.2015.7225720},
doi = {10.1109/IVS.2015.7225720},
timestamp = {Wed, 16 Oct 2019 14:14:57 +0200},
biburl = {https://dblp.org/rec/conf/ivs/MeiNOP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GorbanTPS15,
author = {Alexander N. Gorban and
Ivan Yu. Tyukin and
Danil V. Prokhorov and
Konstantin I. Sofeikov},
title = {Approximation with Random Bases: Pro et Contra},
journal = {CoRR},
volume = {abs/1506.04631},
year = {2015},
url = {http://arxiv.org/abs/1506.04631},
eprinttype = {arXiv},
eprint = {1506.04631},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GorbanTPS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/FairbankPA14,
author = {Michael Fairbank and
Danil V. Prokhorov and
Eduardo Alonso},
title = {Clipping in Neurocontrol by Adaptive Dynamic Programming},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {25},
number = {10},
pages = {1909--1920},
year = {2014},
url = {https://doi.org/10.1109/TNNLS.2014.2297991},
doi = {10.1109/TNNLS.2014.2297991},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/FairbankPA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/accv/LiangWMYBPLLL14,
author = {Pengpeng Liang and
Yi Wu and
Xue Mei and
Jingyi Yu and
Erik Blasch and
Danil V. Prokhorov and
Chunyuan Liao and
Haitao Lang and
Haibin Ling},
editor = {Daniel Cremers and
Ian D. Reid and
Hideo Saito and
Ming{-}Hsuan Yang},
title = {Blur-Resilient Tracking Using Group Sparsity},
booktitle = {Computer Vision - {ACCV} 2014 - 12th Asian Conference on Computer
Vision, Singapore, Singapore, November 1-5, 2014, Revised Selected
Papers, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {9007},
pages = {131--145},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-16814-2\_9},
doi = {10.1007/978-3-319-16814-2\_9},
timestamp = {Tue, 14 May 2019 10:00:50 +0200},
biburl = {https://dblp.org/rec/conf/accv/LiangWMYBPLLL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/HongWMPT14,
author = {Zhibin Hong and
Chaohui Wang and
Xue Mei and
Danil V. Prokhorov and
Dacheng Tao},
editor = {David J. Fleet and
Tom{\'{a}}s Pajdla and
Bernt Schiele and
Tinne Tuytelaars},
title = {Tracking Using Multilevel Quantizations},
booktitle = {Computer Vision - {ECCV} 2014 - 13th European Conference, Zurich,
Switzerland, September 6-12, 2014, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {8694},
pages = {155--171},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-10599-4\_11},
doi = {10.1007/978-3-319-10599-4\_11},
timestamp = {Sat, 30 Sep 2023 09:39:19 +0200},
biburl = {https://dblp.org/rec/conf/eccv/HongWMPT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcci/Prokhorov14,
author = {Danil V. Prokhorov},
editor = {Agostinho C. Rosa and
Juan Juli{\'{a}}n Merelo Guerv{\'{o}}s and
Joaquim Filipe},
title = {Computational Intelligence in Automotive {R} {\&} {D}},
booktitle = {{ECTA} 2014 - Proceedings of the International Conference on Evolutionary
Computation Theory and Applications, part of {IJCCI} 2014, Rome, Italy,
22-24 October, 2014},
pages = {IS--7},
publisher = {SciTePress},
year = {2014},
timestamp = {Fri, 04 Dec 2015 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcci/Prokhorov14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/SofeikovTGMPR14,
author = {Konstantin I. Sofeikov and
Ivan Tyukin and
Alexander N. Gorban and
Eugenij Moiseevich Mirkes and
Danil V. Prokhorov and
Ilya V. Romanenko},
title = {Learning optimization for decision tree classification of non-categorical
data with information gain impurity criterion},
booktitle = {2014 International Joint Conference on Neural Networks, {IJCNN} 2014,
Beijing, China, July 6-11, 2014},
pages = {3548--3555},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/IJCNN.2014.6889842},
doi = {10.1109/IJCNN.2014.6889842},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/SofeikovTGMPR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/FairbankAP13,
author = {Michael Fairbank and
Eduardo Alonso and
Danil V. Prokhorov},
title = {An Equivalence Between Adaptive Dynamic Programming With a Critic
and Backpropagation Through Time},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {24},
number = {12},
pages = {2088--2100},
year = {2013},
url = {https://doi.org/10.1109/TNNLS.2013.2271778},
doi = {10.1109/TNNLS.2013.2271778},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/FairbankAP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/HongMPT13,
author = {Zhibin Hong and
Xue Mei and
Danil V. Prokhorov and
Dacheng Tao},
title = {Tracking via Robust Multi-task Multi-view Joint Sparse Representation},
booktitle = {{IEEE} International Conference on Computer Vision, {ICCV} 2013, Sydney,
Australia, December 1-8, 2013},
pages = {649--656},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICCV.2013.86},
doi = {10.1109/ICCV.2013.86},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/HongMPT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ZhongHP13,
author = {Xiangnan Zhong and
Haibo He and
Danil V. Prokhorov},
title = {Robust controller design of continuous-time nonlinear system using
neural network},
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.2013.6707098},
doi = {10.1109/IJCNN.2013.6707098},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/ZhongHP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/FairbankAP12,
author = {Michael Fairbank and
Eduardo Alonso and
Danil V. Prokhorov},
title = {Simple and Fast Calculation of the Second-Order Gradients for Globalized
Dual Heuristic Dynamic Programming in Neural Networks},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {23},
number = {10},
pages = {1671--1676},
year = {2012},
url = {https://doi.org/10.1109/TNNLS.2012.2205268},
doi = {10.1109/TNNLS.2012.2205268},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/FairbankAP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/NiHZP12,
author = {Zhen Ni and
Haibo He and
Dongbin Zhao and
Danil V. Prokhorov},
title = {Reinforcement learning control based on multi-goal representation
using hierarchical heuristic dynamic programming},
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.2012.6252524},
doi = {10.1109/IJCNN.2012.6252524},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/NiHZP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/procedia/WangHP12,
author = {Jing Wang and
Haibo He and
Danil V. Prokhorov},
editor = {Jonathan H. Chan and
Ah{-}Hwee Tan},
title = {A Folded Neural Network Autoencoder for Dimensionality Reduction},
booktitle = {Proceedings of the 3rd International Neural Network Society Winter
Conference, {INNS-WC} 2012, Bangkok, Thailand, October 3-5, 2012},
series = {Procedia Computer Science},
volume = {13},
pages = {120--127},
publisher = {Elsevier},
year = {2012},
url = {https://doi.org/10.1016/j.procs.2012.09.120},
doi = {10.1016/J.PROCS.2012.09.120},
timestamp = {Thu, 08 Jul 2021 16:04:01 +0200},
biburl = {https://dblp.org/rec/journals/procedia/WangHP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/BagliettoBBCHIKKLLMMPPPWZ11,
author = {Marco Baglietto and
Lubica Benuskov{\'{a}} and
Ivo Bukovsky and
Tianping Chen and
Tom Heskes and
Kazushi Ikeda and
Fakhri Karray and
Rhee Man Kil and
Robert Legenstein and
Jinhu Lu and
Yunqian Ma and
Malik Magdon{-}Ismail and
Michael G. Paulin and
Robi Polikar and
Danil V. Prokhorov and
Marco A. Wiering and
Vicente Zarzoso},
title = {Editorial: One Year as EiC, and Editorial-Board Changes at {TNN}},
journal = {{IEEE} Trans. Neural Networks},
volume = {22},
number = {1},
pages = {1--7},
year = {2011},
url = {https://doi.org/10.1109/TNN.2010.2099171},
doi = {10.1109/TNN.2010.2099171},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/BagliettoBBCHIKKLLMMPPPWZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/civts/Prokhorov11,
author = {Danil V. Prokhorov},
title = {Overview of {CI} research in automotive {ITS}},
booktitle = {2011 {IEEE} Symposium on Computational Intelligence in Vehicles and
Transportation Systems, {CIVTS} 2011, Paris, France, April 11-15,
2011},
pages = {1--7},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/CIVTS.2011.5949538},
doi = {10.1109/CIVTS.2011.5949538},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/civts/Prokhorov11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/NiHPF11,
author = {Zhen Ni and
Haibo He and
Danil V. Prokhorov and
Jian Fu},
title = {An online actor-critic learning approach with Levenberg-Marquardt
algorithm},
booktitle = {The 2011 International Joint Conference on Neural Networks, {IJCNN}
2011, San Jose, California, USA, July 31 - August 5, 2011},
pages = {2333--2340},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/IJCNN.2011.6033520},
doi = {10.1109/IJCNN.2011.6033520},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/NiHPF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/Prokhorov10,
author = {Danil V. Prokhorov},
title = {A convolutional learning system for object classification in 3-D lidar
data},
journal = {{IEEE} Trans. Neural Networks},
volume = {21},
number = {5},
pages = {858--863},
year = {2010},
url = {https://doi.org/10.1109/TNN.2010.2044802},
doi = {10.1109/TNN.2010.2044802},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/Prokhorov10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/Prokhorov10,
author = {Danil V. Prokhorov},
title = {Multi-agent framework for remote diagnostics},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2010, Barcelona, Spain, 18-23 July 2010},
pages = {1--8},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/CEC.2010.5586043},
doi = {10.1109/CEC.2010.5586043},
timestamp = {Thu, 16 Dec 2021 14:02:32 +0100},
biburl = {https://dblp.org/rec/conf/cec/Prokhorov10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ivs/Prokhorov10,
author = {Danil V. Prokhorov},
title = {Road obstacle classification with attention windows},
booktitle = {{IEEE} Intelligent Vehicles Symposium (IV), 2010, La Jolla, CA, USA,
June 21-24, 2010},
pages = {889--895},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/IVS.2010.5548053},
doi = {10.1109/IVS.2010.5548053},
timestamp = {Wed, 16 Oct 2019 14:14:57 +0200},
biburl = {https://dblp.org/rec/conf/ivs/Prokhorov10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/RedkoP10,
author = {Vladimir G. Red'ko and
Danil V. Prokhorov},
editor = {Jacek Koronacki and
Zbigniew W. Ras and
Slawomir T. Wierzchon and
Janusz Kacprzyk},
title = {Learning and Evolution of Autonomous Adaptive Agents},
booktitle = {Advances in Machine Learning {I:} Dedicated to the Memory of Professor
Ryszard S. Michalski},
series = {Studies in Computational Intelligence},
volume = {262},
pages = {491--500},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-05177-7\_25},
doi = {10.1007/978-3-642-05177-7\_25},
timestamp = {Sat, 19 Oct 2019 19:02:31 +0200},
biburl = {https://dblp.org/rec/series/sci/RedkoP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tim/ChoiSKPSNCPQ09,
author = {Kihoon Choi and
Satnam Singh and
Anuradha Kodali and
Krishna R. Pattipati and
John W. Sheppard and
Setu Madhavi Namburu and
Shunsuke Chigusa and
Danil V. Prokhorov and
Liu Qiao},
title = {Novel Classifier Fusion Approaches for Fault Diagnosis in Automotive
Systems},
journal = {{IEEE} Trans. Instrum. Meas.},
volume = {58},
number = {3},
pages = {602--611},
year = {2009},
url = {https://doi.org/10.1109/TIM.2008.2004340},
doi = {10.1109/TIM.2008.2004340},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tim/ChoiSKPSNCPQ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/SinghKCPNSPQ09,
author = {Satnam Singh and
Anuradha Kodali and
Kihoon Choi and
Krishna R. Pattipati and
Setu Madhavi Namburu and
S. C. Sean and
Danil V. Prokhorov and
Liu Qiao},
title = {Dynamic Multiple Fault Diagnosis: Mathematical Formulations and Solution
Techniques},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {A}},
volume = {39},
number = {1},
pages = {160--176},
year = {2009},
url = {https://doi.org/10.1109/TSMCA.2008.2007986},
doi = {10.1109/TSMCA.2008.2007986},
timestamp = {Mon, 25 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/SinghKCPNSPQ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEcca/TyukinP09,
author = {Ivan Tyukin and
Danil V. Prokhorov},
title = {Feasibility of random basis function approximators for modeling and
control},
booktitle = {Proceedings of the {IEEE} International Conference on Control Applications,
{CCA} 2009 and of the International Symposium on Intelligent Control,
{ISIC} 2009, Saint Petersburg, Russia, July 8-10, 2009},
pages = {1391--1396},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/CCA.2009.5281061},
doi = {10.1109/CCA.2009.5281061},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/IEEEcca/TyukinP09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEcca/Prokhorov09,
author = {Danil V. Prokhorov},
title = {Risk estimator for control in intelligent transportation system},
booktitle = {Proceedings of the {IEEE} International Conference on Control Applications,
{CCA} 2009 and of the International Symposium on Intelligent Control,
{ISIC} 2009, Saint Petersburg, Russia, July 8-10, 2009},
pages = {1403--1408},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/CCA.2009.5281108},
doi = {10.1109/CCA.2009.5281108},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/IEEEcca/Prokhorov09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/civvs/Prokhorov09,
author = {Danil V. Prokhorov},
title = {A self-learning sensor fusion system for object classification},
booktitle = {2009 {IEEE} Workshop on Computational Intelligence in Vehicles and
Vehicular Systems, {CIVVS} 2009, Nashville, TN, USA, April 2, 2009},
pages = {1--7},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/CIVVS.2009.4938716},
doi = {10.1109/CIVVS.2009.4938716},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/civvs/Prokhorov09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/Prokhorov09,
author = {Danil V. Prokhorov},
title = {Object recognition in 3D lidar data with recurrent neural network},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
Workshops 2009, Miami, FL, USA, 20-25 June, 2009},
pages = {9--15},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/CVPRW.2009.5204114},
doi = {10.1109/CVPRW.2009.5204114},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/Prokhorov09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iceis/Prokhorov09,
author = {Danil V. Prokhorov},
editor = {Joaquim Filipe and
Jos{\'{e}} Cordeiro},
title = {A Self-learning System for Object Categorization},
booktitle = {Enterprise Information Systems, 11th International Conference, {ICEIS}
2009, Milan, Italy, May 6-10, 2009. Proceedings},
series = {Lecture Notes in Business Information Processing},
volume = {24},
pages = {265--274},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-01347-8\_22},
doi = {10.1007/978-3-642-01347-8\_22},
timestamp = {Tue, 16 Aug 2022 23:04:29 +0200},
biburl = {https://dblp.org/rec/conf/iceis/Prokhorov09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/permis/ProkhorovU09,
author = {Danil V. Prokhorov and
Yasuo Uehara},
editor = {Elena Messina and
Raj Madhavan},
title = {Performance measurement and its role in advancement for intelligent
systems: discussion points},
booktitle = {Proceedings of the 9th Workshop on Performance Metrics for Intelligent
Systems, PerMIS '09, Gaithersburg, Maryland, USA, September 21-23,
2009},
pages = {265--267},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1865909.1865962},
doi = {10.1145/1865909.1865962},
timestamp = {Wed, 04 Nov 2020 08:42:47 +0100},
biburl = {https://dblp.org/rec/conf/permis/ProkhorovU09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0905-0677,
author = {Ivan Tyukin and
Danil V. Prokhorov},
title = {Feasibility of random basis function approximators for modeling and
control},
journal = {CoRR},
volume = {abs/0905.0677},
year = {2009},
url = {http://arxiv.org/abs/0905.0677},
eprinttype = {arXiv},
eprint = {0905.0677},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0905-0677.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/TyukinPL08,
author = {Ivan Tyukin and
Danil V. Prokhorov and
Cees van Leeuwen},
title = {Adaptive Classification of Temporal Signals in Fixed-Weight Recurrent
Neural Networks: An Existence Proof},
journal = {Neural Comput.},
volume = {20},
number = {10},
pages = {2564--2596},
year = {2008},
url = {https://doi.org/10.1162/neco.2008.05-07-527},
doi = {10.1162/NECO.2008.05-07-527},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/TyukinPL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/Prokhorov08,
author = {Danil V. Prokhorov},
title = {Toyota Prius {HEV} neurocontrol and diagnostics},
journal = {Neural Networks},
volume = {21},
number = {2-3},
pages = {458--465},
year = {2008},
url = {https://doi.org/10.1016/j.neunet.2007.12.043},
doi = {10.1016/J.NEUNET.2007.12.043},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/Prokhorov08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEisic/ProkhorovS08,
author = {Danil V. Prokhorov and
Johann Schumann},
title = {Intelligent Systems for Modeling and Control: Advances in Design and
Validation},
booktitle = {2008 {IEEE} International Symposium on Intelligent Control, {ISIC}
2008, San Antonio, TX, USA, September 3-5, 2008},
pages = {18},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/ISIC.2008.4635932},
doi = {10.1109/ISIC.2008.4635932},
timestamp = {Wed, 16 Oct 2019 14:14:54 +0200},
biburl = {https://dblp.org/rec/conf/IEEEisic/ProkhorovS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dmin/NamburuPCQP08,
author = {Setu Madhavi Namburu and
Danil V. Prokhorov and
Shunsuke Chigusa and
Liu Qiao and
Krishna R. Pattipati},
editor = {Robert Stahlbock and
Sven F. Crone and
Stefan Lessmann},
title = {{KDD} and Its Applications in Automotive Sector - {A} Brief Survey},
booktitle = {Proceedings of The 2008 International Conference on Data Mining, {DMIN}
2008, July 14-17, 2008, Las Vegas, USA, 2 Volumes},
pages = {335--341},
publisher = {{CSREA} Press},
year = {2008},
timestamp = {Wed, 28 Oct 2009 09:53:14 +0100},
biburl = {https://dblp.org/rec/conf/dmin/NamburuPCQP08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fusion/JiP08,
author = {Zhengping Ji and
Danil V. Prokhorov},
title = {Radar-vision fusion for object classification},
booktitle = {11th International Conference on Information Fusion, {FUSION} 2008,
Cologne, Germany, June 30 - July 3, 2008},
pages = {1--7},
publisher = {{IEEE}},
year = {2008},
url = {https://ieeexplore.ieee.org/document/4632220/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fusion/JiP08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/MohammedHP08,
author = {Dhafar S. Mohammed and
Saeid R. Habibi and
Danil V. Prokhorov},
title = {Adaptive parameter robust estimation},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2008, part of the {IEEE} World Congress on Computational Intelligence,
{WCCI} 2008, Hong Kong, China, June 1-6, 2008},
pages = {2948--2955},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/IJCNN.2008.4634213},
doi = {10.1109/IJCNN.2008.4634213},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/MohammedHP08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/Prokhorov08,
author = {Danil V. Prokhorov},
editor = {Danil V. Prokhorov},
title = {Neural Networks in Automotive Applications},
booktitle = {Computational Intelligence in Automotive Applications},
series = {Studies in Computational Intelligence},
volume = {132},
pages = {101--123},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-79257-4\_7},
doi = {10.1007/978-3-540-79257-4\_7},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sci/Prokhorov08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/sci/2008-132,
editor = {Danil V. Prokhorov},
title = {Computational Intelligence in Automotive Applications},
series = {Studies in Computational Intelligence},
volume = {132},
publisher = {Springer},
year = {2008},
isbn = {978-3-540-79256-7},
timestamp = {Tue, 26 Aug 2008 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sci/2008-132.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/HuPW07,
author = {Xiao Hu and
Danil V. Prokhorov and
Donald C. Wunsch II},
title = {Time series prediction with a weighted bidirectional multi-stream
extended Kalman filter},
journal = {Neurocomputing},
volume = {70},
number = {13-15},
pages = {2392--2399},
year = {2007},
url = {https://doi.org/10.1016/j.neucom.2005.12.135},
doi = {10.1016/J.NEUCOM.2005.12.135},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/HuPW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tac/TyukinPL07,
author = {Ivan Tyukin and
Danil V. Prokhorov and
Cees van Leeuwen},
title = {Adaptation and Parameter Estimation in Systems With Unstable Target
Dynamics and Nonlinear Parametrization},
journal = {{IEEE} Trans. Autom. Control.},
volume = {52},
number = {9},
pages = {1543--1559},
year = {2007},
url = {https://doi.org/10.1109/TAC.2007.904448},
doi = {10.1109/TAC.2007.904448},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tac/TyukinPL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/Prokhorov07,
author = {Danil V. Prokhorov},
title = {Intelligent Control Systems Using Computational Intelligence [book
review]},
journal = {{IEEE} Trans. Neural Networks},
volume = {18},
number = {2},
pages = {611--612},
year = {2007},
url = {https://doi.org/10.1109/TNN.2007.893089},
doi = {10.1109/TNN.2007.893089},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/Prokhorov07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/CaiPW07,
author = {Xindi Cai and
Danil V. Prokhorov and
Donald C. Wunsch II},
title = {Training Winner-Take-All Simultaneous Recurrent Neural Networks},
journal = {{IEEE} Trans. Neural Networks},
volume = {18},
number = {3},
pages = {674--684},
year = {2007},
url = {https://doi.org/10.1109/TNN.2007.891685},
doi = {10.1109/TNN.2007.891685},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/CaiPW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/LewisHPPW07,
author = {Frank L. Lewis and
Jie Huang and
Thomas Parisini and
Danil V. Prokhorov and
Donald C. Wunsch II},
title = {Guest Editorial Special Issue on Neural Networks for Feedback Control
Systems},
journal = {{IEEE} Trans. Neural Networks},
volume = {18},
number = {4},
pages = {969--972},
year = {2007},
url = {https://doi.org/10.1109/TNN.2007.902966},
doi = {10.1109/TNN.2007.902966},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/LewisHPPW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/Prokhorov07a,
author = {Danil V. Prokhorov},
title = {Training Recurrent Neurocontrollers for Real-Time Applications},
journal = {{IEEE} Trans. Neural Networks},
volume = {18},
number = {4},
pages = {1003--1015},
year = {2007},
url = {https://doi.org/10.1109/TNN.2007.899521},
doi = {10.1109/TNN.2007.899521},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/Prokhorov07a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icinco/Prokhorov07,
author = {Danil V. Prokhorov},
editor = {Janan Zaytoon and
Jean{-}Louis Ferrier and
Juan Andrade{-}Cetto and
Joaquim Filipe},
title = {Prius control with a hybrid method},
booktitle = {{ICINCO} 2007, Proceedings of the Fourth International Conference
on Informatics in Control, Automation and Robotics, Robotics and Automation
1, Angers, France, May 9-12, 2007},
pages = {372--376},
publisher = {{INSTICC} Press},
year = {2007},
timestamp = {Wed, 11 Jul 2007 13:40:21 +0200},
biburl = {https://dblp.org/rec/conf/icinco/Prokhorov07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/Prokhorov07,
author = {Danil V. Prokhorov},
title = {Toyota Prius {HEV} neurocontrol},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2007, Celebrating 20 years of neural networks, Orlando, Florida,
USA, August 12-17, 2007},
pages = {2129--2134},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/IJCNN.2007.4371287},
doi = {10.1109/IJCNN.2007.4371287},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/Prokhorov07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/permis/KalikP07,
author = {Steven F. Kalik and
Danil V. Prokhorov},
editor = {Elena Messina and
Raj Madhavan},
title = {Automotive Turing Test},
booktitle = {Proceedings of the 2007 Workshop on Performance Metrics for Intelligent
Systems, PerMIS '07, Washington, D.C., USA, August 28-30, 2007},
pages = {152--158},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1660877.1660898},
doi = {10.1145/1660877.1660898},
timestamp = {Fri, 18 Mar 2022 07:44:32 +0100},
biburl = {https://dblp.org/rec/conf/permis/KalikP07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/SinghCKPNCPQ07,
author = {Satnam Singh and
Kihoon Choi and
Anuradha Kodali and
Krishna R. Pattipati and
Setu Madhavi Namburu and
Shunsuke Chigusa and
Danil V. Prokhorov and
Liu Qiao},
title = {Dynamic fusion of classifiers for fault diagnosis},
booktitle = {Proceedings of the {IEEE} International Conference on Systems, Man
and Cybernetics, Montr{\'{e}}al, Canada, 7-10 October 2007},
pages = {2467--2472},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/ICSMC.2007.4414167},
doi = {10.1109/ICSMC.2007.4414167},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/smc/SinghCKPNCPQ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/Prokhorov06,
author = {Danil V. Prokhorov},
title = {Training Recurrent Neurocontrollers for Robustness With Derivative-Free
Kalman Filter},
journal = {{IEEE} Trans. Neural Networks},
volume = {17},
number = {6},
pages = {1606--1616},
year = {2006},
url = {https://doi.org/10.1109/TNN.2006.880580},
doi = {10.1109/TNN.2006.880580},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/Prokhorov06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/Prokhorov06,
author = {Danil V. Prokhorov},
title = {Feedback Neurocontrol of a Disease},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2006, part of the {IEEE} World Congress on Computational Intelligence,
{WCCI} 2006, Vancouver, BC, Canada, 16-21 July 2006},
pages = {2345--2348},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/IJCNN.2006.247056},
doi = {10.1109/IJCNN.2006.247056},
timestamp = {Tue, 10 Aug 2021 14:29:47 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/Prokhorov06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sab/RedkoABMMNP06,
author = {Vladimir G. Red'ko and
Konstantin V. Anokhin and
Mikhail S. Burtsev and
Alexander I. Manolov and
Oleg P. Mosalov and
Valentin A. Nepomnyashchikh and
Danil V. Prokhorov},
editor = {Martin V. Butz and
Olivier Sigaud and
Giovanni Pezzulo and
Gianluca Baldassarre},
title = {Project "Animat Brain": Designing the Animat Control System
on the Basis of the Functional Systems Theory},
booktitle = {Anticipatory Behavior in Adaptive Learning Systems, From Brains to
Individual and Social Behavior [the book is a result from the third
workshop on anticipatory behavior in adaptive learning systems, ABiALS
2006, Rome, Italy, September 30, 2006, colocated with {SAB} 2006]},
series = {Lecture Notes in Computer Science},
volume = {4520},
pages = {94--107},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/978-3-540-74262-3\_6},
doi = {10.1007/978-3-540-74262-3\_6},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sab/RedkoABMMNP06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/ProkhorovLHH05,
author = {Danil V. Prokhorov and
Daniel S. Levine and
Fredric M. Ham and
William Howell},
title = {Welcome to the special issue},
journal = {Neural Networks},
volume = {18},
number = {5-6},
pages = {457},
year = {2005},
url = {https://doi.org/10.1016/j.neunet.2005.06.037},
doi = {10.1016/J.NEUNET.2005.06.037},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/ProkhorovLHH05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/RedkoMP05,
author = {Vladimir G. Red'ko and
Oleg P. Mosalov and
Danil V. Prokhorov},
title = {A model of evolution and learning},
journal = {Neural Networks},
volume = {18},
number = {5-6},
pages = {738--745},
year = {2005},
url = {https://doi.org/10.1016/j.neunet.2005.06.005},
doi = {10.1016/J.NEUNET.2005.06.005},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/RedkoMP05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcc/Prokhorov05,
author = {Danil V. Prokhorov},
title = {Training neurocontrollers for robustness via nprKF},
booktitle = {American Control Conference, {ACC} 2005, Portland, OR, USA, 8-10 June,
2005},
pages = {1337--1342},
publisher = {{IEEE}},
year = {2005},
url = {https://doi.org/10.1109/ACC.2005.1470150},
doi = {10.1109/ACC.2005.1470150},
timestamp = {Fri, 07 Oct 2022 18:48:01 +0200},
biburl = {https://dblp.org/rec/conf/amcc/Prokhorov05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcc/TyukinPL05,
author = {Ivan Tyukin and
Danil V. Prokhorov and
Cees van Leeuwen},
title = {A new method for adaptive brake control},
booktitle = {American Control Conference, {ACC} 2005, Portland, OR, USA, 8-10 June,
2005},
pages = {2194--2199},
publisher = {{IEEE}},
year = {2005},
url = {https://doi.org/10.1109/ACC.2005.1470294},
doi = {10.1109/ACC.2005.1470294},
timestamp = {Fri, 07 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/amcc/TyukinPL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/RedkoMP05,
author = {Vladimir G. Red'ko and
Oleg P. Mosalov and
Danil V. Prokhorov},
editor = {Wlodzislaw Duch and
Janusz Kacprzyk and
Erkki Oja and
Slawomir Zadrozny},
title = {Investigation of Evolving Populations of Adaptive Agents},
booktitle = {Artificial Neural Networks: Biological Inspirations - {ICANN} 2005,
15th International Conference, Warsaw, Poland, September 11-15, 2005,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {3696},
pages = {337--342},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11550822\_53},
doi = {10.1007/11550822\_53},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/RedkoMP05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/BarabanovP04,
author = {Nikita E. Barabanov and
Danil V. Prokhorov},
title = {Stability analysis of discrete-time recurrent multilayer neural networks},
booktitle = {43rd {IEEE} Conference on Decision and Control, {CDC} 2004, Nassau,
Bahamas, December 14-17, 2004},
pages = {4958--4963},
publisher = {{IEEE}},
year = {2004},
url = {https://doi.org/10.1109/CDC.2004.1429592},
doi = {10.1109/CDC.2004.1429592},
timestamp = {Fri, 04 Mar 2022 13:24:31 +0100},
biburl = {https://dblp.org/rec/conf/cdc/BarabanovP04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/TyukinLP03,
author = {Ivan Tyukin and
Cees van Leeuwen and
Danil V. Prokhorov},
title = {Parameter Estimation of Sigmoid Superpositions: Dynamical System Approach},
journal = {Neural Comput.},
volume = {15},
number = {10},
pages = {2419--2455},
year = {2003},
url = {https://doi.org/10.1162/089976603322362428},
doi = {10.1162/089976603322362428},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/TyukinLP03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/FeldkampPF03,
author = {Lee A. Feldkamp and
Danil V. Prokhorov and
Timothy M. Feldkamp},
title = {Simple and conditioned adaptive behavior from Kalman filter trained
recurrent networks},
journal = {Neural Networks},
volume = {16},
number = {5-6},
pages = {683--689},
year = {2003},
url = {https://doi.org/10.1016/S0893-6080(03)00127-8},
doi = {10.1016/S0893-6080(03)00127-8},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/FeldkampPF03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tac/TyukinPT03,
author = {Ivan Tyukin and
Danil V. Prokhorov and
Valery A. Terekhov},
title = {Adaptive control with nonconvex parameterization},
journal = {{IEEE} Trans. Autom. Control.},
volume = {48},
number = {4},
pages = {554--567},
year = {2003},
url = {https://doi.org/10.1109/TAC.2003.809800},
doi = {10.1109/TAC.2003.809800},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tac/TyukinPT03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tac/BarabanovP03,
author = {Nikita Barabanov and
Danil V. Prokhorov},
title = {A new method for stability analysis of nonlinear discrete-time systems},
journal = {{IEEE} Trans. Autom. Control.},
volume = {48},
number = {12},
pages = {2250--2255},
year = {2003},
url = {https://doi.org/10.1109/TAC.2003.820158},
doi = {10.1109/TAC.2003.820158},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tac/BarabanovP03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcc/Prokhorov03,
author = {Danil V. Prokhorov},
title = {Optimal neurocontrollers for discretized distributed parameter systems},
booktitle = {American Control Conference, {ACC} 2003, Denver, CO, USA, June 4-6
2003},
pages = {549--554},
publisher = {{IEEE}},
year = {2003},
url = {https://doi.org/10.1109/ACC.2003.1239074},
doi = {10.1109/ACC.2003.1239074},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/amcc/Prokhorov03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eucc/TyukinPL03,
author = {Ivan Tyukin and
Danil V. Prokhorov and
Cees van Leeuwen},
title = {Finite form realizations of adaptive control algorithms},
booktitle = {7th European Control Conference, {ECC} 2003, Cambridge, UK, September
1-4, 2003},
pages = {264--269},
publisher = {{IEEE}},
year = {2003},
url = {https://doi.org/10.23919/ECC.2003.7084965},
doi = {10.23919/ECC.2003.7084965},
timestamp = {Fri, 05 Mar 2021 13:39:31 +0100},
biburl = {https://dblp.org/rec/conf/eucc/TyukinPL03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/BarabanovP02,
author = {Nikita Barabanov and
Danil V. Prokhorov},
title = {Stability analysis of discrete-time recurrent neural networks},
journal = {{IEEE} Trans. Neural Networks},
volume = {13},
number = {2},
pages = {292--303},
year = {2002},
url = {https://doi.org/10.1109/72.991416},
doi = {10.1109/72.991416},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/BarabanovP02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/BarabanovP02,
author = {Nikita E. Barabanov and
Danil V. Prokhorov},
title = {Two alternative stability criteria for discrete-time {RMLP}},
booktitle = {41st {IEEE} Conference on Decision and Control, {CDC} 2002, Las Vegas,
NV, USA, December 10-13, 2002},
pages = {1776--1779},
publisher = {{IEEE}},
year = {2002},
url = {https://doi.org/10.1109/CDC.2002.1184780},
doi = {10.1109/CDC.2002.1184780},
timestamp = {Tue, 08 Mar 2022 11:46:48 +0100},
biburl = {https://dblp.org/rec/conf/cdc/BarabanovP02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/TyukinLPT02,
author = {Ivan Tyukin and
Cees van Leeuwen and
Danil V. Prokhorov and
Valery A. Terekhov},
title = {On a problem of time-varying learning rate influence on the adaptive
system dynamics},
booktitle = {41st {IEEE} Conference on Decision and Control, {CDC} 2002, Las Vegas,
NV, USA, December 10-13, 2002},
pages = {4718--4721},
publisher = {{IEEE}},
year = {2002},
url = {https://doi.org/10.1109/CDC.2002.1185123},
doi = {10.1109/CDC.2002.1185123},
timestamp = {Tue, 08 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cdc/TyukinLPT02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcc/BarabanovP01,
author = {Nikita E. Barabanov and
Danil V. Prokhorov},
title = {Global stability analysis of discrete-time recurrent neural networks},
booktitle = {American Control Conference, {ACC} 2001, Arlington, VA, USA, 25-27
June, 2001},
pages = {4550--4555},
publisher = {{IEEE}},
year = {2001},
url = {https://doi.org/10.1109/ACC.2001.945696},
doi = {10.1109/ACC.2001.945696},
timestamp = {Wed, 05 Jan 2022 10:14:49 +0100},
biburl = {https://dblp.org/rec/conf/amcc/BarabanovP01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/PetrosianPHDW00,
author = {Arthur Petrosian and
Danil V. Prokhorov and
Richard Homan and
Richard Dasheiff and
Donald C. Wunsch II},
title = {Recurrent neural network based prediction of epileptic seizures in
intra- and extracranial {EEG}},
journal = {Neurocomputing},
volume = {30},
number = {1-4},
pages = {201--218},
year = {2000},
url = {https://doi.org/10.1016/S0925-2312(99)00126-5},
doi = {10.1016/S0925-2312(99)00126-5},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/PetrosianPHDW00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/EatonPW00,
author = {Paul H. Eaton and
Danil V. Prokhorov and
Donald C. Wunsch II},
title = {Neurocontroller alternatives for "fuzzy" ball-and-beam systems
with nonuniform nonlinear friction},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {11},
number = {2},
pages = {423--435},
year = {2000},
url = {https://doi.org/10.1109/72.839012},
doi = {10.1109/72.839012},
timestamp = {Mon, 09 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/EatonPW00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/TerekhovTP00,
author = {Valeri A. Terekhov and
Ivan Yu. Tyukin and
Danil V. Prokhorov},
title = {Adaptive control on manifolds with {RBF} neural networks},
booktitle = {39th {IEEE} Conference on Decision and Control, {CDC} 2000, Sydney,
Australia, December 12-15, 2000},
pages = {3831--3836},
publisher = {{IEEE}},
year = {2000},
url = {https://doi.org/10.1109/CDC.2000.912309},
doi = {10.1109/CDC.2000.912309},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdc/TerekhovTP00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ProkhorovF99,
author = {Danil V. Prokhorov and
Lee A. Feldkamp},
title = {Application of {SVM} to Lyapunov function approximation},
booktitle = {International Joint Conference Neural Networks, {IJCNN} 1999, Washington,
DC, USA, July 10-16, 1999},
pages = {383--387},
publisher = {{IEEE}},
year = {1999},
url = {https://doi.org/10.1109/IJCNN.1999.831524},
doi = {10.1109/IJCNN.1999.831524},
timestamp = {Tue, 10 Aug 2021 14:29:47 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/ProkhorovF99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/SaadPW98,
author = {Emad W. Saad and
Danil V. Prokhorov and
Donald C. Wunsch II},
title = {Comparative study of stock trend prediction using time delay, recurrent
and probabilistic neural networks},
journal = {{IEEE} Trans. Neural Networks},
volume = {9},
number = {6},
pages = {1456--1470},
year = {1998},
url = {https://doi.org/10.1109/72.728395},
doi = {10.1109/72.728395},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/SaadPW98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/ProkhorovF98,
author = {Danil V. Prokhorov and
Lee A. Feldkamp},
title = {Analyzing for Lyapunov stability with adaptive critics},
booktitle = {Proceedings of the {IEEE} International Conference on Systems, Man
and Cybernetics, {SMC} 1998, Hyatt Regency La Jolla, San Diego, California,
USA, October 11-14,1998},
pages = {1658--1661},
publisher = {{IEEE}},
year = {1998},
url = {https://doi.org/10.1109/ICSMC.1998.728128},
doi = {10.1109/ICSMC.1998.728128},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/smc/ProkhorovF98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ProkhorovW97,
author = {Danil V. Prokhorov and
Donald C. Wunsch II},
title = {Adaptive critic designs},
journal = {{IEEE} Trans. Neural Networks},
volume = {8},
number = {5},
pages = {997--1007},
year = {1997},
url = {https://doi.org/10.1109/72.623201},
doi = {10.1109/72.623201},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/ProkhorovW97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/SongXMJPW97,
author = {Wang Song and
Shaowei Xia and
Jianchang Mao and
Anil K. Jain and
Danil V. Prokhorov and
Donald C. Wunsch II},
title = {Comments on "A self-organizing network for hyperellipsoidal clustering
(HEC)" [and reply]},
journal = {{IEEE} Trans. Neural Networks},
volume = {8},
number = {6},
pages = {1561--1563},
year = {1997},
url = {https://doi.org/10.1109/72.641479},
doi = {10.1109/72.641479},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/SongXMJPW97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ProkhorovW97a,
author = {Danil V. Prokhorov and
Donald C. Wunsch},
title = {Corrections To "Adaptive Critic Designs"},
journal = {{IEEE} Trans. Neural Networks},
volume = {8},
number = {6},
pages = {1563},
year = {1997},
url = {https://doi.org/10.1109/TNN.1997.641481},
doi = {10.1109/TNN.1997.641481},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/ProkhorovW97a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icnn/ZamanPW97,
author = {Raonak Zaman and
Danil V. Prokhorov and
Donald C. Wunsch II},
title = {Adaptive critic design in learning to play game of Go},
booktitle = {Proceedings of International Conference on Neural Networks (ICNN'97),
Houston, TX, USA, June 9-12, 1997},
pages = {1--4},
publisher = {{IEEE}},
year = {1997},
url = {https://doi.org/10.1109/ICNN.1997.611623},
doi = {10.1109/ICNN.1997.611623},
timestamp = {Fri, 16 Aug 2019 17:38:27 +0200},
biburl = {https://dblp.org/rec/conf/icnn/ZamanPW97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icnn/ProkhorovF97,
author = {Danil V. Prokhorov and
Lee A. Feldkamp},
title = {Primitive adaptive critics},
booktitle = {Proceedings of International Conference on Neural Networks (ICNN'97),
Houston, TX, USA, June 9-12, 1997},
pages = {2263--2267},
publisher = {{IEEE}},
year = {1997},
url = {https://doi.org/10.1109/ICNN.1997.614396},
doi = {10.1109/ICNN.1997.614396},
timestamp = {Fri, 16 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icnn/ProkhorovF97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icnn/FeldkampPP97,
author = {Lee A. Feldkamp and
Gintaras V. Puskorius and
Danil V. Prokhorov},
title = {Unified formulation for training recurrent networks with derivative
adaptive critics},
booktitle = {Proceedings of International Conference on Neural Networks (ICNN'97),
Houston, TX, USA, June 9-12, 1997},
pages = {2268--2272},
publisher = {{IEEE}},
year = {1997},
url = {https://doi.org/10.1109/ICNN.1997.614397},
doi = {10.1109/ICNN.1997.614397},
timestamp = {Fri, 16 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icnn/FeldkampPP97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icnn/SaadPW96,
author = {Emad W. Saad and
Danil V. Prokhorov and
Donald C. Wunsch II},
title = {Advanced neural network training methods for low false alarm stock
trend prediction},
booktitle = {Proceedings of International Conference on Neural Networks (ICNN'96),
Washington, DC, USA, June 3-6, 1996},
pages = {2021--2026},
publisher = {{IEEE}},
year = {1996},
url = {https://doi.org/10.1109/ICNN.1996.549212},
doi = {10.1109/ICNN.1996.549212},
timestamp = {Fri, 23 Aug 2019 13:25:16 +0200},
biburl = {https://dblp.org/rec/conf/icnn/SaadPW96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/ProkhorovSW95,
author = {Danil V. Prokhorov and
Roberto A. Santiago and
Donald C. Wunsch II},
title = {Adaptive critic designs: {A} case study for neurocontrol},
journal = {Neural Networks},
volume = {8},
number = {9},
pages = {1367--1372},
year = {1995},
url = {https://doi.org/10.1016/0893-6080(95)00042-9},
doi = {10.1016/0893-6080(95)00042-9},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/ProkhorovSW95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cifer/TanPW95,
author = {Hong Tan and
Danil V. Prokhorov and
Donald C. Wunsch},
title = {Conservative thirty calendar day stock prediction using a probabilistic
neural network},
booktitle = {Proceedings of the {IEEE/IAFE} 1995 Computational Intelligence for
Financial Engineering, CIFEr 1995, New York City, USA, April 9-11,
1995},
pages = {113--117},
publisher = {{IEEE}},
year = {1995},
url = {https://doi.org/10.1109/CIFER.1995.495262},
doi = {10.1109/CIFER.1995.495262},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/cifer/TanPW95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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