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ORCIDBibTeX records: Manfred Huber
@article{DBLP:journals/jcb/RobbenNDVHJWL23,
author = {Michael Robben and
Mohammad Sadegh Nasr and
Avishek Das and
Jai Prakash Veerla and
Manfred Huber and
Justyn Jaworski and
Jon Weidanz and
Jacob M. Luber},
title = {Comparison of the Strengths and Weaknesses of Machine Learning Algorithms
and Feature Selection on {KEGG} Database Microbial Gene Pathway Annotation
and Its Effects on Reconstructed Network Topology},
journal = {J. Comput. Biol.},
volume = {30},
number = {7},
pages = {766--782},
year = {2023},
url = {https://doi.org/10.1089/cmb.2022.0370},
doi = {10.1089/CMB.2022.0370},
timestamp = {Sun, 22 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcb/RobbenNDVHJWL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cibcb/SauravNSKRHWRRJL23,
author = {Jillur Rahman Saurav and
Mohammad Sadegh Nasr and
Helen H. Shang and
Paul Koomey and
Michael Robben and
Manfred Huber and
Jon Weidanz and
Br{\'{\i}}d Ryan and
Eytan Ruppin and
Peng Jiang and
Jacob M. Luber},
title = {A {SSIM} Guided cGAN Architecture For Clinically Driven Generative
Image Synthesis of Multiplexed Spatial Proteomics Channels},
booktitle = {{IEEE} Conference on Computational Intelligence in Bioinformatics
and Computational Biology, {CIBCB} 2023, Eindhoven, Netherlands, August
29-31, 2023},
pages = {1--8},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CIBCB56990.2023.10264899},
doi = {10.1109/CIBCB56990.2023.10264899},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cibcb/SauravNSKRHWRRJL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/DangNH23,
author = {Tuan Dang and
Khang Nguyen and
Manfred Huber},
editor = {Michael Franklin and
Soon Ae Chun},
title = {PerFC: An Efficient 2D and 3D Perception Software-Hardware Framework
for Mobile Cobot},
booktitle = {Proceedings of the Thirty-Sixth International Florida Artificial Intelligence
Research Society Conference, {FLAIRS} 2023, Clearwater Beach, FL,
USA, May 14-17, 2023},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.32473/flairs.36.133316},
doi = {10.32473/FLAIRS.36.133316},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/flairs/DangNH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/JainHE23,
author = {Bhanu Jain and
Manfred Huber and
Ramez Elmasri},
editor = {Michael Franklin and
Soon Ae Chun},
title = {Increasing Fairness in Predictions Using Bias Parity Score Based Loss
Function Regularization},
booktitle = {Proceedings of the Thirty-Sixth International Florida Artificial Intelligence
Research Society Conference, {FLAIRS} 2023, Clearwater Beach, FL,
USA, May 14-17, 2023},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.32473/flairs.36.133311},
doi = {10.32473/FLAIRS.36.133311},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/flairs/JainHE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/SadhH23,
author = {Mehul Vishal Sadh and
Manfred Huber},
editor = {Michael Franklin and
Soon Ae Chun},
title = {Recognition of Object Presence and Material Type in a Water Container
Using High Frequency Ultrasound},
booktitle = {Proceedings of the Thirty-Sixth International Florida Artificial Intelligence
Research Society Conference, {FLAIRS} 2023, Clearwater Beach, FL,
USA, May 14-17, 2023},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.32473/flairs.36.133313},
doi = {10.32473/FLAIRS.36.133313},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/flairs/SadhH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/SarkarH23,
author = {Subharag Sarkar and
Manfred Huber},
editor = {Michael Franklin and
Soon Ae Chun},
title = {Capturing Preferences of New Users in Generative Tasks with Minimal
Interactions Collaborative Filtering Using Siamese Networks and Soft
Clustering},
booktitle = {Proceedings of the Thirty-Sixth International Florida Artificial Intelligence
Research Society Conference, {FLAIRS} 2023, Clearwater Beach, FL,
USA, May 14-17, 2023},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.32473/flairs.36.133318},
doi = {10.32473/FLAIRS.36.133318},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/flairs/SarkarH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/TrivediH23,
author = {Bhaskar Trivedi and
Manfred Huber},
editor = {Michael Franklin and
Soon Ae Chun},
title = {Learning Sensor Based Risk Map Augmentation for Risk Aware {UAS} Operation},
booktitle = {Proceedings of the Thirty-Sixth International Florida Artificial Intelligence
Research Society Conference, {FLAIRS} 2023, Clearwater Beach, FL,
USA, May 14-17, 2023},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.32473/flairs.36.133323},
doi = {10.32473/FLAIRS.36.133323},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/flairs/TrivediH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/VadheraH23,
author = {Raghav Vadhera and
Manfred Huber},
editor = {Michael Franklin and
Soon Ae Chun},
title = {Learning Policies for Neural Network Architecture Optimization Using
Reinforcement Learning},
booktitle = {Proceedings of the Thirty-Sixth International Florida Artificial Intelligence
Research Society Conference, {FLAIRS} 2023, Clearwater Beach, FL,
USA, May 14-17, 2023},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.32473/flairs.36.133380},
doi = {10.32473/FLAIRS.36.133380},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/flairs/VadheraH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/Dang0H23,
author = {Tuan Dang and
Khang Nguyen and
Manfred Huber},
title = {Multiplanar Self-Calibration for Mobile Cobot 3D Object Manipulation
Using 2D Detectors and Depth Estimation},
booktitle = {{IROS}},
pages = {1782--1788},
year = {2023},
url = {https://doi.org/10.1109/IROS55552.2023.10341911},
doi = {10.1109/IROS55552.2023.10341911},
timestamp = {Fri, 05 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iros/Dang0H23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/NasrHKMRSSHL23,
author = {Mohammad Sadegh Nasr and
Amir Hajighasemi and
Paul Koomey and
Parisa Boodaghi Malidarreh and
Michael Robben and
Jillur Rahman Saurav and
Helen H. Shang and
Manfred Huber and
Jacob M. Luber},
title = {Clinically Relevant Latent Space Embedding of Cancer Histopathology
Slides Through Variational Autoencoder based Image Compression},
booktitle = {20th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2023, Cartagena, Colombia, April 18-21, 2023},
pages = {1--5},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ISBI53787.2023.10230343},
doi = {10.1109/ISBI53787.2023.10230343},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isbi/NasrHKMRSSHL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-13332,
author = {Mohammad Sadegh Nasr and
Amir Hajighasemi and
Paul Koomey and
Parisa Boodaghi Malidarreh and
Michael Robben and
Jillur Rahman Saurav and
Helen H. Shang and
Manfred Huber and
Jacob M. Luber},
title = {Clinically Relevant Latent Space Embedding of Cancer Histopathology
Slides through Variational Autoencoder Based Image Compression},
journal = {CoRR},
volume = {abs/2303.13332},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.13332},
doi = {10.48550/ARXIV.2303.13332},
eprinttype = {arXiv},
eprint = {2303.13332},
timestamp = {Thu, 13 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-13332.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-04853,
author = {Tuan Dang and
Khang Nguyen and
Manfred Huber},
title = {ExtPerFC: An Efficient 2D and 3D Perception Hardware-Software Framework
for Mobile Cobot},
journal = {CoRR},
volume = {abs/2306.04853},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.04853},
doi = {10.48550/ARXIV.2306.04853},
eprinttype = {arXiv},
eprint = {2306.04853},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-04853.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-17019,
author = {Helen H. Shang and
Mohammad Sadegh Nasr and
Jai Prakash Veerla and
Parisa Boodaghi Malidarreh and
Jillur Rahman Saurav and
Amir Hajighasemi and
Manfred Huber and
Chace Moleta and
Jitin Makker and
Jacob M. Luber},
title = {Histopathology Slide Indexing and Search: Are We There Yet?},
journal = {CoRR},
volume = {abs/2306.17019},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.17019},
doi = {10.48550/ARXIV.2306.17019},
eprinttype = {arXiv},
eprint = {2306.17019},
timestamp = {Mon, 03 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-17019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-08944,
author = {Taoran Sheng and
Manfred Huber},
title = {Siamese Networks for Weakly Supervised Human Activity Recognition},
journal = {CoRR},
volume = {abs/2307.08944},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.08944},
doi = {10.48550/ARXIV.2307.08944},
eprinttype = {arXiv},
eprint = {2307.08944},
timestamp = {Tue, 25 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-08944.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-11796,
author = {Taoran Sheng and
Manfred Huber},
title = {Unsupervised Embedding Learning for Human Activity Recognition Using
Wearable Sensor Data},
journal = {CoRR},
volume = {abs/2307.11796},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.11796},
doi = {10.48550/ARXIV.2307.11796},
eprinttype = {arXiv},
eprint = {2307.11796},
timestamp = {Tue, 01 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-11796.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-03805,
author = {Taoran Sheng and
Manfred Huber},
title = {Weakly Supervised Multi-Task Representation Learning for Human Activity
Analysis Using Wearables},
journal = {CoRR},
volume = {abs/2308.03805},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.03805},
doi = {10.48550/ARXIV.2308.03805},
eprinttype = {arXiv},
eprint = {2308.03805},
timestamp = {Tue, 22 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-03805.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mta/DignanPAHC22,
author = {Cameron Dignan and
Eliud Perez and
Ishfaq Ahmad and
Manfred Huber and
Addison Clark},
title = {An AI-based Approach for Improved Sign Language Recognition using
Multiple Videos},
journal = {Multim. Tools Appl.},
volume = {81},
number = {24},
pages = {34525--34546},
year = {2022},
url = {https://doi.org/10.1007/s11042-021-11830-y},
doi = {10.1007/S11042-021-11830-Y},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mta/DignanPAHC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isvc/FarahanipadNRKA22,
author = {Farnaz Farahanipad and
Mohammad Sadegh Nasr and
Mohammad Rezaei and
Farhad Kamangar and
Vassilis Athitsos and
Manfred Huber},
editor = {George Bebis and
Bo Li and
Angela Yao and
Yang Liu and
Ye Duan and
Manfred Lau and
Rajiv Khadka and
Ana Crisan and
Remco Chang},
title = {2D Fingertip Localization on Depth Videos Using Paired Video-to-Video
Translation},
booktitle = {Advances in Visual Computing - 17th International Symposium, {ISVC}
2022, San Diego, CA, USA, October 3-5, 2022, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13599},
pages = {381--392},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-20716-7\_30},
doi = {10.1007/978-3-031-20716-7\_30},
timestamp = {Fri, 23 Dec 2022 10:01:55 +0100},
biburl = {https://dblp.org/rec/conf/isvc/FarahanipadNRKA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/petra/ChawanHBD22,
author = {Varsha Rani Chawan and
Manfred Huber and
Nicholas Brent Burns and
Kathryn Daniel},
title = {Person Identification And Tinetti Score Prediction Using Balance Parameters
: {A} Machine Learning Approach To Determine Fall Risk},
booktitle = {{PETRA} '22: The 15th International Conference on PErvasive Technologies
Related to Assistive Environments, Corfu, Greece, 29 June 2022 - 1
July 2022},
pages = {203--212},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3529190.3529223},
doi = {10.1145/3529190.3529223},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/petra/ChawanHBD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/IdgahiH22,
author = {Reza Etemadi Idgahi and
Manfred Huber},
title = {Learning Hierarchical Traversability Representations for Efficient
Multi-Resolution Path Planning\({}^{\mbox{*}}\)},
booktitle = {{IEEE} International Conference on Systems, Man, and Cybernetics,
{SMC} 2022, Prague, Czech Republic, October 9-12, 2022},
pages = {2520--2526},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/SMC53654.2022.9945075},
doi = {10.1109/SMC53654.2022.9945075},
timestamp = {Thu, 01 Dec 2022 15:59:35 +0100},
biburl = {https://dblp.org/rec/conf/smc/IdgahiH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-10373,
author = {Jillur Rahman Saurav and
Mohammad Sadegh Nasr and
Paul Koomey and
Michael Robben and
Manfred Huber and
Jon Weidanz and
Br{\'{\i}}d Ryan and
Eytan Ruppin and
Peng Jiang and
Jacob M. Luber},
title = {A {SSIM} Guided cGAN Architecture For Clinically Driven Generative
Image Synthesis of Multiplexed Spatial Proteomics Channels},
journal = {CoRR},
volume = {abs/2205.10373},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.10373},
doi = {10.48550/ARXIV.2205.10373},
eprinttype = {arXiv},
eprint = {2205.10373},
timestamp = {Thu, 22 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-10373.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-04822,
author = {Po{-}Hsiang Chiu and
Manfred Huber},
title = {Generalized Reinforcement Learning: Experience Particles, Action Operator,
Reinforcement Field, Memory Association, and Decision Concepts},
journal = {CoRR},
volume = {abs/2208.04822},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.04822},
doi = {10.48550/ARXIV.2208.04822},
eprinttype = {arXiv},
eprint = {2208.04822},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-04822.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/CollanderBH21,
author = {Christopher Collander and
William J. Beksi and
Manfred Huber},
title = {Learning the Next Best View for 3D Point Clouds via Topological Features},
booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA}
2021, Xi'an, China, May 30 - June 5, 2021},
pages = {12207--12213},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICRA48506.2021.9561389},
doi = {10.1109/ICRA48506.2021.9561389},
timestamp = {Mon, 25 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/CollanderBH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/SarkarH21,
author = {Subharag Sarkar and
Manfred Huber},
title = {Personalized Learning Path Generation in E-Learning Systems using
Reinforcement Learning and Generative Adversarial Networks},
booktitle = {2021 {IEEE} International Conference on Systems, Man, and Cybernetics,
{SMC} 2021, Melbourne, Australia, October 17-20, 2021},
pages = {92--99},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/SMC52423.2021.9658967},
doi = {10.1109/SMC52423.2021.9658967},
timestamp = {Tue, 11 Jan 2022 08:26:14 +0100},
biburl = {https://dblp.org/rec/conf/smc/SarkarH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/ShirvaniH21,
author = {Shirin Shirvani and
Manfred Huber},
title = {A Deep Reinforcement Learning Approach to Learning Tree Edit Policies
on Binary Trees},
booktitle = {2021 {IEEE} International Conference on Systems, Man, and Cybernetics,
{SMC} 2021, Melbourne, Australia, October 17-20, 2021},
pages = {1992--1999},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/SMC52423.2021.9658790},
doi = {10.1109/SMC52423.2021.9658790},
timestamp = {Tue, 11 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smc/ShirvaniH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/BurnsDHZ21,
author = {Nicholas Brent Burns and
Kathryn Daniel and
Manfred Huber and
Gergely V. Z{\'{a}}ruba},
title = {An Automatic Calibration Technique for Force Sensors in a Dynamic
Smart Floor Environment},
booktitle = {2021 {IEEE} International Conference on Systems, Man, and Cybernetics,
{SMC} 2021, Melbourne, Australia, October 17-20, 2021},
pages = {2471--2478},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/SMC52423.2021.9659228},
doi = {10.1109/SMC52423.2021.9659228},
timestamp = {Tue, 11 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smc/BurnsDHZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-02789,
author = {Christopher Collander and
William J. Beksi and
Manfred Huber},
title = {Learning the Next Best View for 3D Point Clouds via Topological Features},
journal = {CoRR},
volume = {abs/2103.02789},
year = {2021},
url = {https://arxiv.org/abs/2103.02789},
eprinttype = {arXiv},
eprint = {2103.02789},
timestamp = {Mon, 15 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-02789.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-03638,
author = {Bhanu Jain and
Manfred Huber and
Ramez Elmasri},
title = {Increasing Fairness in Predictions Using Bias Parity Score Based Loss
Function Regularization},
journal = {CoRR},
volume = {abs/2111.03638},
year = {2021},
url = {https://arxiv.org/abs/2111.03638},
eprinttype = {arXiv},
eprint = {2111.03638},
timestamp = {Wed, 10 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-03638.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/imwut/ShengH20,
author = {Taoran Sheng and
Manfred Huber},
title = {Weakly Supervised Multi-Task Representation Learning for Human Activity
Analysis Using Wearables},
journal = {Proc. {ACM} Interact. Mob. Wearable Ubiquitous Technol.},
volume = {4},
number = {2},
pages = {57:1--57:18},
year = {2020},
url = {https://doi.org/10.1145/3397330},
doi = {10.1145/3397330},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/imwut/ShengH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/ShengH20,
author = {Taoran Sheng and
Manfred Huber},
editor = {Roman Bart{\'{a}}k and
Eric Bell},
title = {Unsupervised Embedding Learning for Human Activity Recognition Using
Wearable Sensor Data},
booktitle = {Proceedings of the Thirty-Third International Florida Artificial Intelligence
Research Society Conference, Originally to be held in North Miami
Beach, Florida, USA, May 17-20, 2020},
pages = {478--483},
publisher = {{AAAI} Press},
year = {2020},
url = {https://aaai.org/ocs/index.php/FLAIRS/FLAIRS20/paper/view/18484},
timestamp = {Wed, 26 Oct 2022 08:35:06 +0200},
biburl = {https://dblp.org/rec/conf/flairs/ShengH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdis/AlibhaiBSAHC20,
author = {Zainab Alibhai and
Taylor Burreson and
Matthew Stiller and
Ishfaq Ahmad and
Manfred Huber and
Addison Clark},
title = {A Human-Computer Interface For Smart Wheelchair Control Using Forearm
{EMG} Signals},
booktitle = {3rd International Conference on Data Intelligence and Security, {ICDIS}
2020, South Padre Island, TX, USA, June 24-26, 2020},
pages = {34--39},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICDIS50059.2020.00011},
doi = {10.1109/ICDIS50059.2020.00011},
timestamp = {Mon, 25 Jan 2021 10:11:27 +0100},
biburl = {https://dblp.org/rec/conf/icdis/AlibhaiBSAHC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdis/DignanPAHC20,
author = {Cameron Dignan and
Eliud Perez and
Ishfaq Ahmad and
Manfred Huber and
Addison Clark},
title = {Improving Sign Language Recognition by Combining Hardware and Software
Techniques},
booktitle = {3rd International Conference on Data Intelligence and Security, {ICDIS}
2020, South Padre Island, TX, USA, June 24-26, 2020},
pages = {87--92},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICDIS50059.2020.00018},
doi = {10.1109/ICDIS50059.2020.00018},
timestamp = {Mon, 25 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdis/DignanPAHC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/petra/AsadMAHC20,
author = {Summer Asad and
Brittany Mooney and
Ishfaq Ahmad and
Manfred Huber and
Addison Clark},
editor = {Fillia Makedon},
title = {Object detection and sensory feedback techniques in building smart
cane for the visually impaired: an overview},
booktitle = {{PETRA} '20: The 13th PErvasive Technologies Related to Assistive
Environments Conference, Corfu, Greece, June 30 - July 3, 2020},
pages = {11:1--11:7},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3389189.3389201},
doi = {10.1145/3389189.3389201},
timestamp = {Thu, 09 Jul 2020 16:18:21 +0200},
biburl = {https://dblp.org/rec/conf/petra/AsadMAHC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/petra/AmundsenRAHC20,
author = {Tanner Amundsen and
Matthew Rossman and
Ishfaq Ahmad and
Manfred Huber and
Addison Clark},
editor = {Fillia Makedon},
title = {Gait analysis and visualization in a fall risk assessment system},
booktitle = {{PETRA} '20: The 13th PErvasive Technologies Related to Assistive
Environments Conference, Corfu, Greece, June 30 - July 3, 2020},
pages = {26:1--26:6},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3389189.3389200},
doi = {10.1145/3389189.3389200},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/petra/AmundsenRAHC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/petra/JainHEF20,
author = {Bhanu Jain and
Manfred Huber and
Ramez A. Elmasri and
Leonidas Fegaras},
editor = {Fillia Makedon},
title = {Reducing race-based bias and increasing recidivism prediction accuracy
by using past criminal history details},
booktitle = {{PETRA} '20: The 13th PErvasive Technologies Related to Assistive
Environments Conference, Corfu, Greece, June 30 - July 3, 2020},
pages = {55:1--55:8},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3389189.3397990},
doi = {10.1145/3389189.3397990},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/petra/JainHEF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/BasakH20,
author = {Suryoday Basak and
Manfred Huber},
title = {Evolutionary Feature Scaling in K-Nearest Neighbors Based on Label
Dispersion Minimization},
booktitle = {2020 {IEEE} International Conference on Systems, Man, and Cybernetics,
{SMC} 2020, Toronto, ON, Canada, October 11-14, 2020},
pages = {928--935},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/SMC42975.2020.9282834},
doi = {10.1109/SMC42975.2020.9282834},
timestamp = {Fri, 08 Jan 2021 11:20:36 +0100},
biburl = {https://dblp.org/rec/conf/smc/BasakH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/KhareH19,
author = {Ankit Khare and
Manfred Huber},
title = {Show, Infer and Tell: Contextual Inference for Creative Captioning},
booktitle = {30th British Machine Vision Conference 2019, {BMVC} 2019, Cardiff,
UK, September 9-12, 2019},
pages = {20},
publisher = {{BMVA} Press},
year = {2019},
url = {https://bmvc2019.org/wp-content/uploads/papers/0655-paper.pdf},
timestamp = {Wed, 03 Feb 2021 08:35:59 +0100},
biburl = {https://dblp.org/rec/conf/bmvc/KhareH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/ShirvaniH19,
author = {Shirin Shirvani and
Manfred Huber},
editor = {Roman Bart{\'{a}}k and
Keith W. Brawner},
title = {Generative {NNI} Transformation Strategies in Binary Trees Using Reinforcement
Learning},
booktitle = {Proceedings of the Thirty-Second International Florida Artificial
Intelligence Research Society Conference, Sarasota, Florida, USA,
May 19-22 2019},
pages = {74--79},
publisher = {{AAAI} Press},
year = {2019},
url = {https://aaai.org/ocs/index.php/FLAIRS/FLAIRS19/paper/view/18278},
timestamp = {Wed, 26 Oct 2022 08:35:08 +0200},
biburl = {https://dblp.org/rec/conf/flairs/ShirvaniH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/CookH19,
author = {Brian Cook and
Manfred Huber},
editor = {Roman Bart{\'{a}}k and
Keith W. Brawner},
title = {Balanced k-Nearest Neighbors},
booktitle = {Proceedings of the Thirty-Second International Florida Artificial
Intelligence Research Society Conference, Sarasota, Florida, USA,
May 19-22 2019},
pages = {112--115},
publisher = {{AAAI} Press},
year = {2019},
url = {https://aaai.org/ocs/index.php/FLAIRS/FLAIRS19/paper/view/18285},
timestamp = {Wed, 26 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/flairs/CookH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/petra/JainHFE19,
author = {Bhanu Jain and
Manfred Huber and
Leonidas Fegaras and
Ramez A. Elmasri},
editor = {Fillia Makedon},
title = {Singular race models: addressing bias and accuracy in predicting prisoner
recidivism},
booktitle = {Proceedings of the 12th {ACM} International Conference on PErvasive
Technologies Related to Assistive Environments, {PETRA} 2019, Island
of Rhodes, Greece, June 5-7, 2019},
pages = {599--607},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3316782.3322787},
doi = {10.1145/3316782.3322787},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/petra/JainHFE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/KayaDH19,
author = {Uluhan C. Kaya and
Atilla Dogan and
Manfred Huber},
title = {A Utility-Based Path Planning for Safe {UAS} Operations with a Task-Level
Decision-Making Capability},
booktitle = {2019 {IEEE} International Conference on Systems, Man and Cybernetics,
{SMC} 2019, Bari, Italy, October 6-9, 2019},
pages = {1227--1233},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/SMC.2019.8914226},
doi = {10.1109/SMC.2019.8914226},
timestamp = {Fri, 06 Dec 2019 14:51:38 +0100},
biburl = {https://dblp.org/rec/conf/smc/KayaDH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/BoseH19,
author = {Sourabh Bose and
Manfred Huber},
title = {{MDP} Autoencoder},
booktitle = {2019 {IEEE} International Conference on Systems, Man and Cybernetics,
{SMC} 2019, Bari, Italy, October 6-9, 2019},
pages = {2899--2906},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/SMC.2019.8913930},
doi = {10.1109/SMC.2019.8913930},
timestamp = {Fri, 06 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smc/BoseH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/ShengH19,
author = {Taoran Sheng and
Manfred Huber},
title = {Siamese Networks for Weakly Supervised Human Activity Recognition},
booktitle = {2019 {IEEE} International Conference on Systems, Man and Cybernetics,
{SMC} 2019, Bari, Italy, October 6-9, 2019},
pages = {4069--4075},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/SMC.2019.8914045},
doi = {10.1109/SMC.2019.8914045},
timestamp = {Fri, 06 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/smc/ShengH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/BoseH17,
author = {Sourabh Bose and
Manfred Huber},
title = {Training neural networks with policy gradient},
booktitle = {2017 International Joint Conference on Neural Networks, {IJCNN} 2017,
Anchorage, AK, USA, May 14-19, 2017},
pages = {3998--4005},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/IJCNN.2017.7966360},
doi = {10.1109/IJCNN.2017.7966360},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/BoseH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/percom/HuberZBD17,
author = {Manfred Huber and
Gergely V. Z{\'{a}}ruba and
Nicholas Brent Burns and
Kathryn Daniel},
title = {SmartCare: An introduction},
booktitle = {2017 {IEEE} International Conference on Pervasive Computing and Communications
Workshops, PerCom Workshops 2017, Kona, Big Island, HI, USA, March
13-17, 2017},
pages = {394--400},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/PERCOMW.2017.7917595},
doi = {10.1109/PERCOMW.2017.7917595},
timestamp = {Wed, 16 Oct 2019 14:14:54 +0200},
biburl = {https://dblp.org/rec/conf/percom/HuberZBD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/BoseH16,
author = {Sourabh Bose and
Manfred Huber},
editor = {Zdravko Markov and
Ingrid Russell},
title = {Semi-Unsupervised Clustering Using Reinforcement Learning},
booktitle = {Proceedings of the Twenty-Ninth International Florida Artificial Intelligence
Research Society Conference, {FLAIRS} 2016, Key Largo, Florida, USA,
May 16-18, 2016},
pages = {150--153},
publisher = {{AAAI} Press},
year = {2016},
url = {http://www.aaai.org/ocs/index.php/FLAIRS/FLAIRS16/paper/view/12975},
timestamp = {Wed, 26 Oct 2022 08:35:12 +0200},
biburl = {https://dblp.org/rec/conf/flairs/BoseH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/percom/BurnsSDHZ16,
author = {Nicholas Brent Burns and
Peter Sassaman and
Kathryn Daniel and
Manfred Huber and
Gergely V. Z{\'{a}}ruba},
title = {{PESTO:} Data integration for visualization and device control in
the SmartCare project},
booktitle = {2016 {IEEE} International Conference on Pervasive Computing and Communication
Workshops, PerCom Workshops 2016, Sydney, Australia, March 14-18,
2016},
pages = {1--6},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/PERCOMW.2016.7457137},
doi = {10.1109/PERCOMW.2016.7457137},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/percom/BurnsSDHZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/BoseH16,
author = {Sourabh Bose and
Manfred Huber},
title = {Incremental learning of neural network classifiers using reinforcement
learning},
booktitle = {2016 {IEEE} International Conference on Systems, Man, and Cybernetics,
{SMC} 2016, Budapest, Hungary, October 9-12, 2016},
pages = {2097--2103},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/SMC.2016.7844549},
doi = {10.1109/SMC.2016.7844549},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/smc/BoseH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/ClementH16,
author = {Danielle M. Clement and
Manfred Huber},
title = {Temporal and agent abstractions in multiagent reinforcement learning},
booktitle = {2016 {IEEE} International Conference on Systems, Man, and Cybernetics,
{SMC} 2016, Budapest, Hungary, October 9-12, 2016},
pages = {2190--2195},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/SMC.2016.7844563},
doi = {10.1109/SMC.2016.7844563},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc/ClementH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/CookH16,
author = {Brian Cook and
Manfred Huber},
title = {Dynamic heuristic planner selection},
booktitle = {2016 {IEEE} International Conference on Systems, Man, and Cybernetics,
{SMC} 2016, Budapest, Hungary, October 9-12, 2016},
pages = {2329--2334},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/SMC.2016.7844586},
doi = {10.1109/SMC.2016.7844586},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc/CookH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/ClementH15,
author = {Danielle M. Clement and
Manfred Huber},
editor = {Ingrid Russell and
William Eberle},
title = {Using Multi-Agent Options to Reduce Learning Time in Reinforcement
Learning},
booktitle = {Proceedings of the Twenty-Eighth International Florida Artificial
Intelligence Research Society Conference, {FLAIRS} 2015, Hollywood,
Florida, USA, May 18-20, 2015},
pages = {26--31},
publisher = {{AAAI} Press},
year = {2015},
url = {http://www.aaai.org/ocs/index.php/FLAIRS/FLAIRS15/paper/view/10420},
timestamp = {Wed, 26 Oct 2022 08:35:13 +0200},
biburl = {https://dblp.org/rec/conf/flairs/ClementH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/StatonH15,
author = {John H. C. Staton and
Manfred Huber},
editor = {Ingrid Russell and
William Eberle},
title = {A Flexible, Plugin-Based Smarthome Simulation Framework with Application
to Navigational Intention Prediction},
booktitle = {Proceedings of the Twenty-Eighth International Florida Artificial
Intelligence Research Society Conference, {FLAIRS} 2015, Hollywood,
Florida, USA, May 18-20, 2015},
pages = {123--126},
publisher = {{AAAI} Press},
year = {2015},
url = {http://www.aaai.org/ocs/index.php/FLAIRS/FLAIRS15/paper/view/10454},
timestamp = {Wed, 26 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/flairs/StatonH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/petra/TsiakasHM15,
author = {Konstantinos Tsiakas and
Manfred Huber and
Fillia Makedon},
editor = {Fillia Makedon},
title = {A multimodal adaptive session manager for physical rehabilitation
exercising},
booktitle = {Proceedings of the 8th {ACM} International Conference on PErvasive
Technologies Related to Assistive Environments, {PETRA} 2015, Corfu,
Greece, July 1-3, 2015},
pages = {33:1--33:8},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2769493.2769507},
doi = {10.1145/2769493.2769507},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/petra/TsiakasHM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cis/AurangzebLH14,
author = {Muhammad Aurangzeb and
Frank L. Lewis and
Manfred Huber},
title = {Efficient, Swarm-Based Path Finding in unknown graphs using Reinforcement
Learning},
journal = {Control. Intell. Syst.},
volume = {42},
number = {3},
year = {2014},
url = {https://doi.org/10.2316/Journal.201.2014.3.201-2583},
doi = {10.2316/JOURNAL.201.2014.3.201-2583},
timestamp = {Tue, 11 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cis/AurangzebLH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/JanzadehH13,
author = {Hamed Janzadeh and
Manfred Huber},
editor = {Chutima Boonthum{-}Denecke and
G. Michael Youngblood},
title = {Learning Policies in Partially Observable MDPs with Abstract Actions
Using Value Iteration},
booktitle = {Proceedings of the Twenty-Sixth International Florida Artificial Intelligence
Research Society Conference, {FLAIRS} 2013, St. Pete Beach, Florida,
USA, May 22-24, 2013},
publisher = {{AAAI} Press},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/FLAIRS/FLAIRS13/paper/view/5914},
timestamp = {Wed, 26 Oct 2022 08:35:16 +0200},
biburl = {https://dblp.org/rec/conf/flairs/JanzadehH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/SuDH13,
author = {Roger Su and
Timothy Michael Dockins and
Manfred Huber},
editor = {Chutima Boonthum{-}Denecke and
G. Michael Youngblood},
title = {{ICA} Analysis of Face Color for Health Applications},
booktitle = {Proceedings of the Twenty-Sixth International Florida Artificial Intelligence
Research Society Conference, {FLAIRS} 2013, St. Pete Beach, Florida,
USA, May 22-24, 2013},
publisher = {{AAAI} Press},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/FLAIRS/FLAIRS13/paper/view/5949},
timestamp = {Wed, 26 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/flairs/SuDH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icca/AurangzebLH13,
author = {Muhammad Aurangzeb and
Frank L. Lewis and
Manfred Huber},
title = {Efficient, swarm-based path finding in unknown graphs using reinforcement
learning},
booktitle = {10th {IEEE} International Conference on Control and Automation, {ICCA}
2013, Hangzhou, China, June 12-14, 2013},
pages = {870--877},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICCA.2013.6564940},
doi = {10.1109/ICCA.2013.6564940},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icca/AurangzebLH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/RahmanianH13,
author = {Houtan Rahmanian and
Manfred Huber},
title = {Data Modeling Using Channel-Remapped Generalized Features},
booktitle = {{IEEE} International Conference on Systems, Man, and Cybernetics,
Manchester, {SMC} 2013, United Kingdom, October 13-16, 2013},
pages = {864--869},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/SMC.2013.152},
doi = {10.1109/SMC.2013.152},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/smc/RahmanianH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/DjurdjevicH13,
author = {Predrag Djurdjevic and
Manfred Huber},
title = {Deep Belief Network for Modeling Hierarchical Reinforcement Learning
Policies},
booktitle = {{IEEE} International Conference on Systems, Man, and Cybernetics,
Manchester, {SMC} 2013, United Kingdom, October 13-16, 2013},
pages = {2485--2491},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/SMC.2013.424},
doi = {10.1109/SMC.2013.424},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc/DjurdjevicH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/DockinsH12,
author = {Timothy Michael Dockins and
Manfred Huber},
editor = {G. Michael Youngblood and
Philip M. McCarthy},
title = {Social Influence Modeling for Utility Functions in Model Predictive
Control},
booktitle = {Proceedings of the Twenty-Fifth International Florida Artificial Intelligence
Research Society Conference, Marco Island, Florida, USA, May 23-25,
2012},
publisher = {{AAAI} Press},
year = {2012},
url = {http://www.aaai.org/ocs/index.php/FLAIRS/FLAIRS12/paper/view/4453},
timestamp = {Wed, 26 Oct 2022 08:35:17 +0200},
biburl = {https://dblp.org/rec/conf/flairs/DockinsH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/OladellH12,
author = {Marcus Carlos Oladell and
Manfred Huber},
editor = {G. Michael Youngblood and
Philip M. McCarthy},
title = {Symbol Generation and Grounding for Reinforcement Learning Agents
Using Affordances and Dictionary Compression},
booktitle = {Proceedings of the Twenty-Fifth International Florida Artificial Intelligence
Research Society Conference, Marco Island, Florida, USA, May 23-25,
2012},
publisher = {{AAAI} Press},
year = {2012},
url = {http://www.aaai.org/ocs/index.php/FLAIRS/FLAIRS12/paper/view/4425},
timestamp = {Wed, 26 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/flairs/OladellH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/FakoorH12,
author = {Rasool Fakoor and
Manfred Huber},
title = {A Sampling-Based Approach to Reducing the Complexity of Continuous
State Space POMDPs by Decomposition Into Coupled Perceptual and Decision
Processes},
booktitle = {11th International Conference on Machine Learning and Applications,
ICMLA, Boca Raton, FL, USA, December 12-15, 2012. Volume 1},
pages = {687--692},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICMLA.2012.128},
doi = {10.1109/ICMLA.2012.128},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/icmla/FakoorH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/ReddyZH12,
author = {Tummalapalli Sudhamsh Reddy and
Gergely V. Z{\'{a}}ruba and
Manfred Huber},
title = {A Game Theoretic Framework for Communication in Fully Observable Multiagent
Systems},
booktitle = {11th International Conference on Machine Learning and Applications,
ICMLA, Boca Raton, FL, USA, December 12-15, 2012. Volume 1},
pages = {697--702},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICMLA.2012.130},
doi = {10.1109/ICMLA.2012.130},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/ReddyZH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/FakoorH12,
author = {Rasool Fakoor and
Manfred Huber},
title = {Improving tractability of POMDPs by separation of decision and perceptual
processes},
booktitle = {Proceedings of the {IEEE} International Conference on Systems, Man,
and Cybernetics, {SMC} 2012, Seoul, Korea (South), October 14-17,
2012},
pages = {593--598},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICSMC.2012.6377790},
doi = {10.1109/ICSMC.2012.6377790},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/smc/FakoorH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/OladellH12,
author = {Marcus Carlos Oladell and
Manfred Huber},
title = {Symbol generation and feature selection for reinforcement learning
agents using affordances and U-Trees},
booktitle = {Proceedings of the {IEEE} International Conference on Systems, Man,
and Cybernetics, {SMC} 2012, Seoul, Korea (South), October 14-17,
2012},
pages = {657--662},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICSMC.2012.6377801},
doi = {10.1109/ICSMC.2012.6377801},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc/OladellH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/ReddyGZH12,
author = {Tummalapalli Sudhamsh Reddy and
Vamsikrishna Gopikrishna and
Gergely V. Z{\'{a}}ruba and
Manfred Huber},
title = {Inverse reinforcement learning for decentralized non-cooperative multiagent
systems},
booktitle = {Proceedings of the {IEEE} International Conference on Systems, Man,
and Cybernetics, {SMC} 2012, Seoul, Korea (South), October 14-17,
2012},
pages = {1930--1935},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICSMC.2012.6378020},
doi = {10.1109/ICSMC.2012.6378020},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc/ReddyGZH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/uais/HolbertH11,
author = {Brian Holbert and
Manfred Huber},
title = {Design and evaluation of haptic effects for use in a computer desktop
for the physically disabled},
journal = {Univers. Access Inf. Soc.},
volume = {10},
number = {2},
pages = {165--178},
year = {2011},
url = {https://doi.org/10.1007/s10209-010-0192-x},
doi = {10.1007/S10209-010-0192-X},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/uais/HolbertH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/petra/DaviesKZHA11,
author = {Joshua J. Davies and
Farhad Kamangar and
Gergely V. Z{\'{a}}ruba and
Manfred Huber and
Vassilis Athitsos},
editor = {Margrit Betke and
Ilias Maglogiannis and
Grammati E. Pantziou},
title = {Use of {RSSI} and time-of-flight wireless signal characteristics for
location tracking},
booktitle = {{PETRA} 2011, The 4th International Conference on PErvasive Technologies
Related to Assistive Environments, Crete, Greece, May 25-27, 2011},
pages = {18},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2141622.2141644},
doi = {10.1145/2141622.2141644},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/petra/DaviesKZHA11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/RajendranH11,
author = {Srividhya Rajendran and
Manfred Huber},
title = {Autonomous identification, categorization and generalization of policies
based on task type},
booktitle = {Proceedings of the {IEEE} International Conference on Systems, Man
and Cybernetics, Anchorage, Alaska, USA, October 9-12, 2011},
pages = {1333--1339},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ICSMC.2011.6083843},
doi = {10.1109/ICSMC.2011.6083843},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/smc/RajendranH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/ChiuH11,
author = {Po{-}Hsiang Chiu and
Manfred Huber},
title = {Reinforcement field},
booktitle = {Proceedings of the {IEEE} International Conference on Systems, Man
and Cybernetics, Anchorage, Alaska, USA, October 9-12, 2011},
pages = {2567--2574},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ICSMC.2011.6084063},
doi = {10.1109/ICSMC.2011.6084063},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc/ChiuH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/ChiuH11a,
author = {Po{-}Hsiang Chiu and
Manfred Huber},
title = {Generalized reinforcement learning with concept-driven abstract actions},
booktitle = {Proceedings of the {IEEE} International Conference on Systems, Man
and Cybernetics, Anchorage, Alaska, USA, October 9-12, 2011},
pages = {2575--2582},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ICSMC.2011.6084064},
doi = {10.1109/ICSMC.2011.6084064},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc/ChiuH11a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/ThirumuruganathanH11,
author = {Saravanan Thirumuruganathan and
Manfred Huber},
title = {Building Bayesian Network based expert systems from rules},
booktitle = {Proceedings of the {IEEE} International Conference on Systems, Man
and Cybernetics, Anchorage, Alaska, USA, October 9-12, 2011},
pages = {3002--3008},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ICSMC.2011.6084157},
doi = {10.1109/ICSMC.2011.6084157},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc/ThirumuruganathanH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/BrownH10,
author = {Jeremy B. Brown and
Manfred Huber},
editor = {Martin Pelikan and
J{\"{u}}rgen Branke},
title = {Pseudo-hierarchical ant-based clustering using a heterogeneous agent
hierarchy and automatic boundary formation},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2010, Proceedings,
Portland, Oregon, USA, July 7-11, 2010},
pages = {85--86},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1830483.1830499},
doi = {10.1145/1830483.1830499},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/BrownH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/petra/ClarkNFH10,
author = {Fred Clark Jr. and
Dan Nguyen and
Gutemberg Guerra{-}Filho and
Manfred Huber},
editor = {Fillia Makedon},
title = {Identification of static and dynamic muscle activation patterns for
intuitive human/computer interfaces},
booktitle = {Proceedings of the 3rd International Conference on Pervasive Technologies
Related to Assistive Environments, {PETRA} 2010, Samos, Greece, June
23-25, 2010},
series = {{ACM} International Conference Proceeding Series},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1839294.1839299},
doi = {10.1145/1839294.1839299},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/petra/ClarkNFH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/petra/IqbalZHZ10,
author = {Awais Iqbal and
Lanjiang Zhou and
Manfred Huber and
Gergely V. Z{\'{a}}ruba},
editor = {Fillia Makedon},
title = {Optimizing trajectories of mobile beacons to localize sensor networks},
booktitle = {Proceedings of the 3rd International Conference on Pervasive Technologies
Related to Assistive Environments, {PETRA} 2010, Samos, Greece, June
23-25, 2010},
series = {{ACM} International Conference Proceeding Series},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1839294.1839347},
doi = {10.1145/1839294.1839347},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/petra/IqbalZHZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/BrownH10,
author = {Jeremy B. Brown and
Manfred Huber},
title = {Pseudo-Hierarchical Ant-Based Clustering},
booktitle = {Proceedings of the {IEEE} International Conference on Systems, Man
and Cybernetics, Istanbul, Turkey, 10-13 October 2010},
pages = {2016--2024},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ICSMC.2010.5641723},
doi = {10.1109/ICSMC.2010.5641723},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/smc/BrownH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/RajendranH09,
author = {Srividhya Rajendran and
Manfred Huber},
editor = {H. Chad Lane and
Hans W. Guesgen},
title = {Generalizing and Categorizing Skills in Reinforcement Learning Agents
Using Partial Policy Homomorphisms},
booktitle = {Proceedings of the Twenty-Second International Florida Artificial
Intelligence Research Society Conference, May 19-21, 2009, Sanibel
Island, Florida, {USA}},
publisher = {{AAAI} Press},
year = {2009},
url = {http://aaai.org/ocs/index.php/FLAIRS/2009/paper/view/133},
timestamp = {Wed, 26 Oct 2022 08:35:22 +0200},
biburl = {https://dblp.org/rec/conf/flairs/RajendranH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/ChiuH09,
author = {Po{-}Hsiang Chiu and
Manfred Huber},
editor = {M. Arif Wani and
Mehmed M. Kantardzic and
Vasile Palade and
Lukasz A. Kurgan and
Yuan (Alan) Qi},
title = {Clustering Similar Actions in Sequential Decision Processes},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2009, Miami Beach, Florida, USA, December 13-15, 2009},
pages = {776--781},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICMLA.2009.98},
doi = {10.1109/ICMLA.2009.98},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/ChiuH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/HsiaoNHSN09,
author = {Kaijen Hsiao and
Paul Nangeroni and
Manfred Huber and
Ashutosh Saxena and
Andrew Y. Ng},
title = {Reactive grasping using optical proximity sensors},
booktitle = {2009 {IEEE} International Conference on Robotics and Automation, {ICRA}
2009, Kobe, Japan, May 12-17, 2009},
pages = {2098--2105},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ROBOT.2009.5152849},
doi = {10.1109/ROBOT.2009.5152849},
timestamp = {Mon, 22 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/HsiaoNHSN09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/DSilvaH09,
author = {Giles D'Silva and
Manfred Huber},
title = {Encoding user motion preferences in harmonic function path planning},
booktitle = {2009 {IEEE/RSJ} International Conference on Intelligent Robots and
Systems, October 11-15, 2009, St. Louis, MO, {USA}},
pages = {5394--5400},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/IROS.2009.5354010},
doi = {10.1109/IROS.2009.5354010},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/iros/DSilvaH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/RajendranH09,
author = {Srividhya Rajendran and
Manfred Huber},
title = {Learning to Generalize and Reuse Skills Using Approximate Partial
Policy Homomorphisms},
booktitle = {Proceedings of the {IEEE} International Conference on Systems, Man
and Cybernetics, San Antonio, TX, USA, 11-14 October 2009},
pages = {2239--2244},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ICSMC.2009.5345891},
doi = {10.1109/ICSMC.2009.5345891},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/smc/RajendranH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/GopikrishnaH09,
author = {Vamsikrishna Gopikrishna and
Manfred Huber},
title = {A Temporal Potential Function Approach For Path Planning in Dynamic
Environments},
booktitle = {Proceedings of the {IEEE} International Conference on Systems, Man
and Cybernetics, San Antonio, TX, USA, 11-14 October 2009},
pages = {3605--3611},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ICSMC.2009.5346851},
doi = {10.1109/ICSMC.2009.5346851},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc/GopikrishnaH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/csreaSAM/AsadiH08,
author = {Mehran Asadi and
Manfred Huber},
editor = {Hamid R. Arabnia and
Selim Aissi},
title = {Automatic Formation of Abstract State Space Representations for Reinforcement
Learning Agents Agents with Hierarchical Skill Sets},
booktitle = {Proceedings of the 2008 International Conference on Security {\&}
Management, {SAM} 2008, Las Vegas, Nevada, USA, July 14-17, 2008},
pages = {538--543},
publisher = {{CSREA} Press},
year = {2008},
timestamp = {Mon, 09 Feb 2009 12:46:27 +0100},
biburl = {https://dblp.org/rec/conf/csreaSAM/AsadiH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/petra/HolbertH08,
author = {Brian Holbert and
Manfred Huber},
editor = {Fillia Makedon and
Lynne Baillie},
title = {Design and evaluation of haptic effects for use in a computer desktop
for the physically disabled},
booktitle = {Proceedings of the 1st {ACM} International Conference on Pervasive
Technologies Related to Assistive Environments, {PETRA} 2008, Athens,
Greece, July 16-18, 2008},
series = {{ACM} International Conference Proceeding Series},
volume = {282},
pages = {9},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1389586.1389597},
doi = {10.1145/1389586.1389597},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/petra/HolbertH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/DjurdjevicH08,
author = {Predrag Djurdjevic and
Manfred Huber},
title = {Learning task decomposition and exploration shaping for reinforcement
learning agents},
booktitle = {Proceedings of the {IEEE} International Conference on Systems, Man
and Cybernetics, Singapore, 12-15 October 2008},
pages = {365--372},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/ICSMC.2008.4811303},
doi = {10.1109/ICSMC.2008.4811303},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/smc/DjurdjevicH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/LoganathanH08,
author = {Ashokkumaar P. Loganathan and
Manfred Huber},
title = {An approach for behavior discovery using clustering of dynamics},
booktitle = {Proceedings of the {IEEE} International Conference on Systems, Man
and Cybernetics, Singapore, 12-15 October 2008},
pages = {872--879},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/ICSMC.2008.4811390},
doi = {10.1109/ICSMC.2008.4811390},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc/LoganathanH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/winet/ZarubaHKC07,
author = {Gergely V. Z{\'{a}}ruba and
Manfred Huber and
Farhad Kamangar and
Imrich Chlamtac},
title = {Indoor location tracking using {RSSI} readings from a single Wi-Fi
access point},
journal = {Wirel. Networks},
volume = {13},
number = {2},
pages = {221--235},
year = {2007},
url = {https://doi.org/10.1007/s11276-006-5064-1},
doi = {10.1007/S11276-006-5064-1},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/winet/ZarubaHKC07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icc/HuangZH07,
author = {Rui Huang and
Gergely V. Z{\'{a}}ruba and
Manfred Huber},
title = {Complexity and Error Propagation of Localization Using Interferometric
Ranging},
booktitle = {Proceedings of {IEEE} International Conference on Communications,
{ICC} 2007, Glasgow, Scotland, UK, 24-28 June 2007},
pages = {3063--3069},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/ICC.2007.509},
doi = {10.1109/ICC.2007.509},
timestamp = {Tue, 19 Jun 2018 07:53:33 +0200},
biburl = {https://dblp.org/rec/conf/icc/HuangZH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/AsadiH07,
author = {Mehran Asadi and
Manfred Huber},
editor = {Manuela M. Veloso},
title = {Effective Control Knowledge Transfer through Learning Skill and Representation
Hierarchies},
booktitle = {{IJCAI} 2007, Proceedings of the 20th International Joint Conference
on Artificial Intelligence, Hyderabad, India, January 6-12, 2007},
pages = {2054--2059},
year = {2007},
url = {http://ijcai.org/Proceedings/07/Papers/331.pdf},
timestamp = {Tue, 20 Aug 2019 16:17:11 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/AsadiH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/RyuH07,
author = {Hwang Ryol Ryu and
Manfred Huber},
title = {A particle filter approach for multi-target tracking},
booktitle = {2007 {IEEE/RSJ} International Conference on Intelligent Robots and
Systems, October 29 - November 2, 2007, Sheraton Hotel and Marina,
San Diego, California, {USA}},
pages = {2753--2760},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/IROS.2007.4399632},
doi = {10.1109/IROS.2007.4399632},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/iros/RyuH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/Torres-VerdinH06,
author = {Erika E. Torres{-}Verd{\'{\i}}n and
Manfred Huber},
editor = {Geoff Sutcliffe and
Randy Goebel},
title = {Learning Personalized Query Modifications},
booktitle = {Proceedings of the Nineteenth International Florida Artificial Intelligence
Research Society Conference, Melbourne Beach, Florida, USA, May 11-13,
2006},
pages = {159--164},
publisher = {{AAAI} Press},
year = {2006},
url = {http://www.aaai.org/Library/FLAIRS/2006/flairs06-027.php},
timestamp = {Wed, 26 Oct 2022 08:35:26 +0200},
biburl = {https://dblp.org/rec/conf/flairs/Torres-VerdinH06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/SabbiH06,
author = {Anup S. Sabbi and
Manfred Huber},
title = {Particle Filter Based Object Tracking in a Stereo Vision System},
booktitle = {Proceedings of the 2006 {IEEE} International Conference on Robotics
and Automation, {ICRA} 2006, May 15-19, 2006, Orlando, Florida, {USA}},
pages = {2409--2415},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/ROBOT.2006.1642063},
doi = {10.1109/ROBOT.2006.1642063},
timestamp = {Mon, 22 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/SabbiH06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cm/ZarubaKHL05,
author = {Gergely V. Z{\'{a}}ruba and
Farhad Ahani Kamangar and
Manfred Huber and
David Levine},
title = {{CONNECT:} a personal remote messaging and monitoring system to aid
people with disabilities},
journal = {{IEEE} Commun. Mag.},
volume = {43},
number = {9},
pages = {101--109},
year = {2005},
url = {https://doi.org/10.1109/MCOM.2005.1509974},
doi = {10.1109/MCOM.2005.1509974},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cm/ZarubaKHL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijait/RajendranH05,
author = {Srividhya Rajendran and
Manfred Huber},
title = {Learning Task-Specific Sensing, Control and Memory Policies},
journal = {Int. J. Artif. Intell. Tools},
volume = {14},
number = {1-2},
pages = {303--328},
year = {2005},
url = {https://doi.org/10.1142/S0218213005002119},
doi = {10.1142/S0218213005002119},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijait/RajendranH05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/AsadiH05,
author = {Mehran Asadi and
Manfred Huber},
editor = {Manuela M. Veloso and
Subbarao Kambhampati},
title = {Autonomous Subgoal Discovery and Hierarchical Abstraction for Reinforcement
Learning Using Monte Carlo Method},
booktitle = {Proceedings, The Twentieth National Conference on Artificial Intelligence
and the Seventeenth Innovative Applications of Artificial Intelligence
Conference, July 9-13, 2005, Pittsburgh, Pennsylvania, {USA}},
pages = {1588--1589},
publisher = {{AAAI} Press / The {MIT} Press},
year = {2005},
url = {http://www.aaai.org/Library/AAAI/2005/sa05-003.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/AsadiH05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aia/AsadiH05,
author = {Mehran Asadi and
Manfred Huber},
editor = {M. H. Hamza},
title = {Action Dependent State Space Abstraction for Hierarchical Learning
Systems},
booktitle = {{IASTED} International Conference on Artificial Intelligence and Applications,
part of the 23rd Multi-Conference on Applied Informatics, Innsbruck,
Austria, February 14-16, 2005},
pages = {421--426},
publisher = {{IASTED/ACTA} Press},
year = {2005},
timestamp = {Mon, 17 Oct 2005 14:07:48 +0200},
biburl = {https://dblp.org/rec/conf/aia/AsadiH05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/ElliottH05,
author = {Forrest Elliott and
Manfred Huber},
editor = {Ingrid Russell and
Zdravko Markov},
title = {Learning Macros with an Enhanced {LZ78} Algorithm},
booktitle = {Proceedings of the Eighteenth International Florida Artificial Intelligence
Research Society Conference, Clearwater Beach, Florida, {USA}},
pages = {412--417},
publisher = {{AAAI} Press},
year = {2005},
url = {http://www.aaai.org/Library/FLAIRS/2005/flairs05-068.php},
timestamp = {Wed, 26 Oct 2022 08:35:28 +0200},
biburl = {https://dblp.org/rec/conf/flairs/ElliottH05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlmta/AsadiH05,
author = {Mehran Asadi and
Manfred Huber},
editor = {Hamid R. Arabnia and
Elena B. Kozerenko and
Sebastian Shaumyan},
title = {Reinforcement Learning Acceleration through Autonomous Subgoal Discovery},
booktitle = {Proceedings of The 2005 International Conference on Machine Learning,
Models, Technologies and Applications, {MLMTA} 2005, Las Vegas, Nevada,
USA, June 27-30, 2005},
pages = {69--74},
publisher = {{CSREA} Press},
year = {2005},
timestamp = {Wed, 15 Feb 2006 11:28:56 +0100},
biburl = {https://dblp.org/rec/conf/mlmta/AsadiH05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/percom/SeshadriZH05,
author = {Vinay Seshadri and
Gergely V. Z{\'{a}}ruba and
Manfred Huber},
title = {A Bayesian Sampling Approach to In-Door Localization of Wireless Devices
Using Received Signal Strength Indication},
booktitle = {3rd {IEEE} International Conference on Pervasive Computing and Communications
(PerCom 2005), 8-12 March 2005, Kauai Island, HI, {USA}},
pages = {75--84},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/PERCOM.2005.1},
doi = {10.1109/PERCOM.2005.1},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/percom/SeshadriZH05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigcse/HannonHB05,
author = {Charles J. Hannon and
Manfred Huber and
Lisa J. Burnell},
editor = {Wanda P. Dann and
Thomas L. Naps and
Paul T. Tymann and
Doug Baldwin},
title = {Research to classroom: experiences from a multi-institutional course
in smart home technologies},
booktitle = {Proceedings of the 36th {SIGCSE} Technical Symposium on Computer Science
Education, {SIGCSE} 2005, St. Louis, Missouri, USA, February 23-27,
2005},
pages = {121--125},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1047344.1047395},
doi = {10.1145/1047344.1047395},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigcse/HannonHB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jche/CookHYH04,
author = {Diane J. Cook and
Manfred Huber and
Ramesh Yerraballi and
Lawrence B. Holder},
title = {Enhancing computer science education with a wireless intelligent simulation
environment},
journal = {J. Comput. High. Educ.},
volume = {16},
number = {1},
pages = {106--127},
year = {2004},
url = {https://doi.org/10.1007/BF02960285},
doi = {10.1007/BF02960285},
timestamp = {Wed, 27 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jche/CookHYH04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/AsadiH04,
author = {Mehran Asadi and
Manfred Huber},
editor = {Valerie Barr and
Zdravko Markov},
title = {State Space Reduction For Hierarchical Reinforcement Learning},
booktitle = {Proceedings of the Seventeenth International Florida Artificial Intelligence
Research Society Conference, Miami Beach, Florida, {USA}},
pages = {509--514},
publisher = {{AAAI} Press},
year = {2004},
url = {http://www.aaai.org/Library/FLAIRS/2004/flairs04-088.php},
timestamp = {Wed, 26 Oct 2022 08:35:30 +0200},
biburl = {https://dblp.org/rec/conf/flairs/AsadiH04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/RajendranH04,
author = {Srividhya Rajendran and
Manfred Huber},
editor = {Valerie Barr and
Zdravko Markov},
title = {Developing Task Specific Sensing Strategies Using Reinforcement Learning},
booktitle = {Proceedings of the Seventeenth International Florida Artificial Intelligence
Research Society Conference, Miami Beach, Florida, {USA}},
pages = {738--743},
publisher = {{AAAI} Press},
year = {2004},
url = {http://www.aaai.org/Library/FLAIRS/2004/flairs04-126.php},
timestamp = {Wed, 26 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/flairs/RajendranH04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globecom/ZarubaHKC04,
author = {Gergely V. Z{\'{a}}ruba and
Manfred Huber and
Farhad A. Karnangar and
Imrich Chlarntac},
title = {Monte Carlo sampling based in-home location tracking with minimal
{RF} infrastructure requirements},
booktitle = {Proceedings of the Global Telecommunications Conference, 2004. {GLOBECOM}
'04, Dallas, Texas, USA, 29 November - 3 December 2004},
pages = {3624--3629},
publisher = {{IEEE}},
year = {2004},
url = {https://doi.org/10.1109/GLOCOM.2004.1379045},
doi = {10.1109/GLOCOM.2004.1379045},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/globecom/ZarubaHKC04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/GudlaH03,
author = {Srichandan V. Gudla and
Manfred Huber},
editor = {Ingrid Russell and
Susan M. Haller},
title = {Cost-Based Policy Mapping for Imitation},
booktitle = {Proceedings of the Sixteenth International Florida Artificial Intelligence
Research Society Conference, May 12-14, 2003, St. Augustine, Florida,
{USA}},
pages = {17--21},
publisher = {{AAAI} Press},
year = {2003},
url = {http://www.aaai.org/Library/FLAIRS/2003/flairs03-004.php},
timestamp = {Wed, 26 Oct 2022 08:35:31 +0200},
biburl = {https://dblp.org/rec/conf/flairs/GudlaH03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/GoelH03,
author = {Sandeep Goel and
Manfred Huber},
editor = {Ingrid Russell and
Susan M. Haller},
title = {Subgoal Discovery for Hierarchical Reinforcement Learning Using Learned
Policies},
booktitle = {Proceedings of the Sixteenth International Florida Artificial Intelligence
Research Society Conference, May 12-14, 2003, St. Augustine, Florida,
{USA}},
pages = {346--350},
publisher = {{AAAI} Press},
year = {2003},
url = {http://www.aaai.org/Library/FLAIRS/2003/flairs03-067.php},
timestamp = {Wed, 26 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/flairs/GoelH03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/PapudesiH03,
author = {Vinay N. Papudesi and
Manfred Huber},
editor = {Ingrid Russell and
Susan M. Haller},
title = {Learning from Reinforcement and Advice Using Composite Reward Functions},
booktitle = {Proceedings of the Sixteenth International Florida Artificial Intelligence
Research Society Conference, May 12-14, 2003, St. Augustine, Florida,
{USA}},
pages = {361--365},
publisher = {{AAAI} Press},
year = {2003},
url = {http://www.aaai.org/Library/FLAIRS/2003/flairs03-070.php},
timestamp = {Wed, 26 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/flairs/PapudesiH03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/WangHPC03,
author = {Yi Wang and
Manfred Huber and
Vinay N. Papudesi and
Diane J. Cook},
title = {User-guided reinforcement learning of robot assistive tasks for an
intelligent environment},
booktitle = {2003 {IEEE/RSJ} International Conference on Intelligent Robots and
Systems, Las Vegas, Nevada, USA, October 27 - November 1, 2003},
pages = {424--429},
publisher = {{IEEE}},
year = {2003},
url = {https://doi.org/10.1109/IROS.2003.1250666},
doi = {10.1109/IROS.2003.1250666},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/iros/WangHPC03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/HuberG02,
author = {Manfred Huber and
Roderic A. Grupen},
title = {Robust finger gaits from closed-loop controllers},
booktitle = {{IEEE/RSJ} International Conference on Intelligent Robots and Systems,
Lausanne, Switzerland, September 30 - October 4, 2002},
pages = {1578--1584},
publisher = {{IEEE}},
year = {2002},
url = {https://doi.org/10.1109/IRDS.2002.1043980},
doi = {10.1109/IRDS.2002.1043980},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/iros/HuberG02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/Huber00,
author = {Manfred Huber},
title = {A Hybrid Architecture for Hierarchical Reinforcement Learning},
booktitle = {Proceedings of the 2000 {IEEE} International Conference on Robotics
and Automation, {ICRA} 2000, April 24-28, 2000, San Francisco, CA,
{USA}},
pages = {3290--3295},
publisher = {{IEEE}},
year = {2000},
url = {https://doi.org/10.1109/ROBOT.2000.845170},
doi = {10.1109/ROBOT.2000.845170},
timestamp = {Mon, 22 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/Huber00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cm/BergerCJSDCGHHM97,
author = {Matthias Berger and
Michel W. Chbat and
Amaury Jourdan and
Michel Sotom and
Piet Demeester and
Bart Van Caenegem and
Poul J. G{\o}dsvang and
Bernhard Hein and
Manfred Huber and
Reinhard M{\"{a}}rz and
Alain Leclert and
Torodd Olsen and
Gerald Tobolka and
Tom Van den Broeck},
title = {Pan-European optical networking using wavelength division multiplexing},
journal = {{IEEE} Commun. Mag.},
volume = {35},
number = {4},
pages = {82--88},
year = {1997},
url = {https://doi.org/10.1109/35.570723},
doi = {10.1109/35.570723},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cm/BergerCJSDCGHHM97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ras/HuberG97,
author = {Manfred Huber and
Roderic A. Grupen},
title = {A feedback control structure for on-line learning tasks},
journal = {Robotics Auton. Syst.},
volume = {22},
number = {3-4},
pages = {303--315},
year = {1997},
url = {https://doi.org/10.1016/S0921-8890(97)00044-4},
doi = {10.1016/S0921-8890(97)00044-4},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ras/HuberG97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cira/HuberG97,
author = {Manfred Huber and
Roderic A. Grupen},
title = {Prior structure for online learning},
booktitle = {Proceedings 1997 {IEEE} International Symposium on Computational Intelligence
in Robotics and Automation CIRA'97 - Towards New Computational Principles
for Robotics and Automation, July 10-11, 1997, Monterey, California,
{USA}},
pages = {124--129},
publisher = {{IEEE} Computer Society},
year = {1997},
url = {https://doi.org/10.1109/CIRA.1997.613848},
doi = {10.1109/CIRA.1997.613848},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cira/HuberG97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/HuberG97,
author = {Manfred Huber and
Roderic A. Grupen},
title = {Learning to Coordinate Controllers - Reinforcement Learning on a Control
Basis},
booktitle = {Proceedings of the Fifteenth International Joint Conference on Artificial
Intelligence, {IJCAI} 97, Nagoya, Japan, August 23-29, 1997, 2 Volumes},
pages = {1366--1371},
publisher = {Morgan Kaufmann},
year = {1997},
url = {http://ijcai.org/Proceedings/97-2/Papers/083.pdf},
timestamp = {Tue, 20 Aug 2019 16:17:27 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/HuberG97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/HuberMG96,
author = {Manfred Huber and
Willard S. MacDonald and
Roderic A. Grupen},
title = {A control basis for multilegged walking},
booktitle = {Proceedings of the 1996 {IEEE} International Conference on Robotics
and Automation, Minneapolis, Minnesota, USA, April 22-28, 1996},
pages = {2988--2993},
publisher = {{IEEE}},
year = {1996},
url = {https://doi.org/10.1109/ROBOT.1996.509166},
doi = {10.1109/ROBOT.1996.509166},
timestamp = {Fri, 13 Aug 2021 09:26:01 +0200},
biburl = {https://dblp.org/rec/conf/icra/HuberMG96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/GrupenHCS95,
author = {Roderic A. Grupen and
Manfred Huber and
Jefferson A. Coelho Jr. and
Kamal Souccar},
title = {Distributed Control Representation for Manipulation Tasks},
journal = {{IEEE} Expert},
volume = {10},
number = {2},
pages = {9--14},
year = {1995},
url = {https://doi.org/10.1109/64.395356},
doi = {10.1109/64.395356},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/expert/GrupenHCS95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eurodac/EckerH95,
author = {Wolfgang Ecker and
Manfred Huber},
editor = {Gerald Musgrave},
title = {VHDL-based communication and synchronization synthesis},
booktitle = {Proceedings EURO-DAC'95, European Design Automation Conference with
EURO-VHDL, Brighton, England, UK, September 18-22, 1995},
pages = {458--462},
publisher = {{IEEE} Computer Society},
year = {1995},
url = {https://doi.org/10.1109/EURDAC.1995.527444},
doi = {10.1109/EURDAC.1995.527444},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eurodac/EckerH95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/trob/HuberG94,
author = {Manfred Huber and
Roderic A. Grupen},
title = {2-D contact detection and localization using proprioceptive information},
journal = {{IEEE} Trans. Robotics Autom.},
volume = {10},
number = {1},
pages = {23--33},
year = {1994},
url = {https://doi.org/10.1109/70.285582},
doi = {10.1109/70.285582},
timestamp = {Tue, 19 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/trob/HuberG94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/GrupenH93,
author = {Roderic A. Grupen and
Manfred Huber},
title = {2-D Contact Detection and Localization Using Proprioceptive Information},
booktitle = {Proceedings of the 1993 {IEEE} International Conference on Robotics
and Automation, Atlanta, Georgia, USA, May 1993},
pages = {130--135},
publisher = {{IEEE} Computer Society Press},
year = {1993},
url = {https://doi.org/10.1109/ROBOT.1993.292136},
doi = {10.1109/ROBOT.1993.292136},
timestamp = {Fri, 13 Aug 2021 09:26:01 +0200},
biburl = {https://dblp.org/rec/conf/icra/GrupenH93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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