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ORCIDBibTeX records: William H. Hsu
@inproceedings{DBLP:conf/aaai/AliDNH23,
author = {Raja Farrukh Ali and
Kevin Duong and
Nasik Muhammad Nafi and
William H. Hsu},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Multi-Horizon Learning in Procedurally-Generated Environments for
Off-Policy Reinforcement Learning (Student Abstract)},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {16150--16151},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i13.26935},
doi = {10.1609/AAAI.V37I13.26935},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/AliDNH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/NafiAH23,
author = {Nasik Muhammad Nafi and
Raja Farrukh Ali and
William H. Hsu},
editor = {Noa Agmon and
Bo An and
Alessandro Ricci and
William Yeoh},
title = {Analyzing the Sensitivity to Policy-Value Decoupling in Deep Reinforcement
Learning Generalization},
booktitle = {Proceedings of the 2023 International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} 2023, London, United Kingdom, 29 May
2023 - 2 June 2023},
pages = {2625--2627},
publisher = {{ACM}},
year = {2023},
url = {https://dl.acm.org/doi/10.5555/3545946.3599023},
doi = {10.5555/3545946.3599023},
timestamp = {Tue, 23 May 2023 14:27:14 +0200},
biburl = {https://dblp.org/rec/conf/atal/NafiAH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/NafiRDH23,
author = {Nasik Muhammad Nafi and
Ashley Rediger and
Scott Dietrich and
William H. Hsu},
title = {Relevant Instance Segmentation in American Football Practice Images
to Aid Risky Tackle Detection},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {725--729},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00106},
doi = {10.1109/ICMLA58977.2023.00106},
timestamp = {Tue, 02 Apr 2024 21:06:13 +0200},
biburl = {https://dblp.org/rec/conf/icmla/NafiRDH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/BoseH23,
author = {Avishek Bose and
William H. Hsu},
title = {Attention-Augmented Parametric Kernel Graph Neural Network {(APKGNN)}
for Node Classification},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {744--751},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00343},
doi = {10.1109/ICMLA58977.2023.00343},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/BoseH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/NafiPH23,
author = {Nasik Muhammad Nafi and
Giovanni Poggi{-}Corradini and
William H. Hsu},
title = {Policy Optimization with Augmented Value Targets for Generalization
in Reinforcement Learning},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2023, Gold
Coast, Australia, June 18-23, 2023},
pages = {1--8},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/IJCNN54540.2023.10191507},
doi = {10.1109/IJCNN54540.2023.10191507},
timestamp = {Wed, 09 Aug 2023 16:25:09 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/NafiPH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isi/BoseYSOH23,
author = {Avishek Bose and
Huichen Yang and
Marissa Shivers and
Ahat Orazgeldiyev and
William H. Hsu},
title = {Context-Augmented Key Phrase Extraction from Short Texts for Cyber
Threat Intelligence Tasks},
booktitle = {{IEEE} International Conference on Intelligence and Security Informatics,
{ISI} 2023, Charlotte, NC, USA, October 2-3, 2023},
pages = {1--6},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ISI58743.2023.10297274},
doi = {10.1109/ISI58743.2023.10297274},
timestamp = {Wed, 15 Nov 2023 09:43:45 +0100},
biburl = {https://dblp.org/rec/conf/isi/BoseYSOH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/semeval/MartinYH23,
author = {Caleb Martin and
Huichen Yang and
William H. Hsu},
editor = {Atul Kr. Ojha and
A. Seza Dogru{\"{o}}z and
Giovanni Da San Martino and
Harish Tayyar Madabushi and
Ritesh Kumar and
Elisa Sartori},
title = {{KDDIE} at SemEval-2023 Task 2: External Knowledge Injection for Named
Entity Recognition},
booktitle = {Proceedings of the The 17th International Workshop on Semantic Evaluation,
SemEval@ACL 2023, Toronto, Canada, 13-14 July 2023},
pages = {1498--1501},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.semeval-1.206},
doi = {10.18653/V1/2023.SEMEVAL-1.206},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/semeval/MartinYH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/LuoH22,
author = {Lei Luo and
William H. Hsu},
editor = {Elias Pimenidis and
Plamen P. Angelov and
Chrisina Jayne and
Antonios Papaleonidas and
Mehmet Aydin},
title = {{AMMUNIT:} An Attention-Based Multimodal Multi-domain UNsupervised
Image-to-Image Translation Framework},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2022 - 31st
International Conference on Artificial Neural Networks, Bristol, UK,
September 6-9, 2022, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13530},
pages = {358--370},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-15931-2\_30},
doi = {10.1007/978-3-031-15931-2\_30},
timestamp = {Wed, 22 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/LuoH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/YangH22,
author = {Huichen Yang and
William H. Hsu},
title = {Transformer-Based Approach for Document Layout Understanding},
booktitle = {2022 {IEEE} International Conference on Image Processing, {ICIP} 2022,
Bordeaux, France, 16-19 October 2022},
pages = {4043--4047},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICIP46576.2022.9897491},
doi = {10.1109/ICIP46576.2022.9897491},
timestamp = {Fri, 03 Feb 2023 18:11:40 +0100},
biburl = {https://dblp.org/rec/conf/icip/YangH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/NafiGH22,
author = {Nasik Muhammad Nafi and
Creighton Glasscock and
William H. Hsu},
editor = {M. Arif Wani and
Mehmed M. Kantardzic and
Vasile Palade and
Daniel Neagu and
Longzhi Yang and
Kit Yan Chan},
title = {Attention-based Partial Decoupling of Policy and Value for Generalization
in Reinforcement Learning},
booktitle = {21st {IEEE} International Conference on Machine Learning and Applications,
{ICMLA} 2022, Nassau, Bahamas, December 12-14, 2022},
pages = {15--22},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICMLA55696.2022.00011},
doi = {10.1109/ICMLA55696.2022.00011},
timestamp = {Wed, 29 Mar 2023 19:23:50 +0200},
biburl = {https://dblp.org/rec/conf/icmla/NafiGH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmlc2/AlsadhanH22,
author = {Majed Alsadhan and
William H. Hsu},
title = {Few-Shot Learning in Object Classification using Meta-Learning with
Between-Class Attribute Transfer},
booktitle = {{ICMLC} 2022: 14th International Conference on Machine Learning and
Computing, Guangzhou, China, February 18 - 21, 2022},
pages = {560--565},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3529836.3529914},
doi = {10.1145/3529836.3529914},
timestamp = {Wed, 06 Jul 2022 16:33:04 +0200},
biburl = {https://dblp.org/rec/conf/icmlc2/AlsadhanH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppam/HutchisonANHP22,
author = {Scott Hutchison and
Daniel Andresen and
Mitchell L. Neilsen and
William H. Hsu and
Benjamin Parsons},
editor = {Roman Wyrzykowski and
Jack J. Dongarra and
Ewa Deelman and
Konrad Karczewski},
title = {High Performance Computing Queue Time Prediction Using Clustering
and Regression},
booktitle = {Parallel Processing and Applied Mathematics - 14th International Conference,
{PPAM} 2022, Gdansk, Poland, September 11-14, 2022, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13827},
pages = {260--272},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-30445-3\_22},
doi = {10.1007/978-3-031-30445-3\_22},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ppam/HutchisonANHP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/semeval/MartinYH22,
author = {Caleb Martin and
Huichen Yang and
William H. Hsu},
editor = {Guy Emerson and
Natalie Schluter and
Gabriel Stanovsky and
Ritesh Kumar and
Alexis Palmer and
Nathan Schneider and
Siddharth Singh and
Shyam Ratan},
title = {{KDDIE} at SemEval-2022 Task 11: Using DeBERTa for Named Entity Recognition},
booktitle = {Proceedings of the 16th International Workshop on Semantic Evaluation,
SemEval@NAACL 2022, Seattle, Washington, United States, July 14-15,
2022},
pages = {1531--1535},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.semeval-1.210},
doi = {10.18653/V1/2022.SEMEVAL-1.210},
timestamp = {Mon, 01 Aug 2022 17:09:21 +0200},
biburl = {https://dblp.org/rec/conf/semeval/MartinYH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/YangH21,
author = {Huichen Yang and
William H. Hsu},
editor = {Amir Pouran Ben Veyseh and
Franck Dernoncourt and
Thien Huu Nguyen and
Walter Chang and
Leo Anthony Celi},
title = {Named Entity Recognition from Synthesis Procedural Text in Materials
Science Domain with Attention-Based Approach},
booktitle = {Proceedings of the Workshop on Scientific Document Understanding co-located
with 35th {AAAI} Conference on Artificial Inteligence, SDU@AAAI 2021,
Virtual Event, February 9, 2021},
series = {{CEUR} Workshop Proceedings},
volume = {2831},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-2831/paper15.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:15 +0100},
biburl = {https://dblp.org/rec/conf/aaai/YangH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/BoseYHA21,
author = {Avishek Bose and
Huichen Yang and
William H. Hsu and
Daniel Andresen},
editor = {Yixin Chen and
Heiko Ludwig and
Yicheng Tu and
Usama M. Fayyad and
Xingquan Zhu and
Xiaohua Hu and
Suren Byna and
Xiong Liu and
Jianping Zhang and
Shirui Pan and
Vagelis Papalexakis and
Jianwu Wang and
Alfredo Cuzzocrea and
Carlos Ordonez},
title = {{HPCGCN:} {A} Predictive Framework on High Performance Computing Cluster
Log Data Using Graph Convolutional Networks},
booktitle = {2021 {IEEE} International Conference on Big Data (Big Data), Orlando,
FL, USA, December 15-18, 2021},
pages = {4113--4118},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/BigData52589.2021.9671370},
doi = {10.1109/BIGDATA52589.2021.9671370},
timestamp = {Fri, 13 Jan 2023 17:06:49 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/BoseYHA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/caip/OkerindeHTNS21,
author = {Ademola Okerinde and
William H. Hsu and
Tom Theis and
Nasik Muhammad Nafi and
Lior Shamir},
editor = {Nicolas Tsapatsoulis and
Andreas Panayides and
Theo Theocharides and
Andreas Lanitis and
Constantinos S. Pattichis and
Mario Vento},
title = {eGAN: Unsupervised Approach to Class Imbalance Using Transfer Learning},
booktitle = {Computer Analysis of Images and Patterns - 19th International Conference,
{CAIP} 2021, Virtual Event, September 28-30, 2021, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {13052},
pages = {322--331},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-89128-2\_31},
doi = {10.1007/978-3-030-89128-2\_31},
timestamp = {Tue, 08 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/caip/OkerindeHTNS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/LuoHW21,
author = {Lei Luo and
William H. Hsu and
Shangxian Wang},
editor = {Igor Farkas and
Paolo Masulli and
Sebastian Otte and
Stefan Wermter},
title = {Towards Fine-Grained Control over Latent Space for Unpaired Image-to-Image
Translation},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2021 - 30th
International Conference on Artificial Neural Networks, Bratislava,
Slovakia, September 14-17, 2021, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12893},
pages = {408--420},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86365-4\_33},
doi = {10.1007/978-3-030-86365-4\_33},
timestamp = {Wed, 22 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/LuoHW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmv/YangH21,
author = {Huichen Yang and
William H. Hsu},
editor = {Wolfgang Osten and
Dmitry Nikolaev},
title = {Automatic metadata information extraction from scientific literature
using deep neural networks},
booktitle = {Fourteenth International Conference on Machine Vision, {ICMV} 2021,
Rome, Italy, November 8-12, 2021},
series = {{SPIE} Proceedings},
volume = {12084},
pages = {1208414},
publisher = {{SPIE}},
year = {2021},
url = {https://doi.org/10.1117/12.2623554},
doi = {10.1117/12.2623554},
timestamp = {Wed, 29 Jun 2022 11:48:37 +0200},
biburl = {https://dblp.org/rec/conf/icmv/YangH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isi/BoseSBH21,
author = {Avishek Bose and
Shreya Gopal Sundari and
Vahid Behzadan and
William H. Hsu},
title = {Tracing Relevant Twitter Accounts Active in Cyber Threat Intelligence
Domain by Exploiting Content and Structure of Twitter Network},
booktitle = {{IEEE} International Conference on Intelligence and Security Informatics,
{ISI} 2021, San Antonio, TX, USA, November 2-3, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ISI53945.2021.9624754},
doi = {10.1109/ISI53945.2021.9624754},
timestamp = {Tue, 07 Dec 2021 17:02:14 +0100},
biburl = {https://dblp.org/rec/conf/isi/BoseSBH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xsede/TanashYAH21,
author = {Mohammed Tanash and
Huichen Yang and
Daniel Andresen and
William H. Hsu},
editor = {Joseph Paris and
Jackie Milhans and
Betsy Hillery and
Sharon Broude Geva and
Patrick Schmitz and
Robert S. Sinkovits},
title = {Ensemble Prediction of Job Resources to Improve System Performance
for Slurm-Based {HPC} Systems},
booktitle = {{PEARC} '21: Practice and Experience in Advanced Research Computing,
Boston, MA, USA, July 18-22, 2021},
pages = {21:1--21:8},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3437359.3465574},
doi = {10.1145/3437359.3465574},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xsede/TanashYAH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aidbei/2021,
editor = {Deepti Lamba and
William H. Hsu},
title = {Artificial Intelligence Diversity, Belonging, Equity, and Inclusion,
{AIDBEI} 2021, virtual, February 9, 2021},
series = {Proceedings of Machine Learning Research},
volume = {142},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v142/},
timestamp = {Fri, 15 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aidbei/2021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-04162,
author = {Ademola Okerinde and
Lior Shamir and
William H. Hsu and
Tom Theis and
Nasik Muhammad Nafi},
title = {eGAN: Unsupervised approach to class imbalance using transfer learning},
journal = {CoRR},
volume = {abs/2104.04162},
year = {2021},
url = {https://arxiv.org/abs/2104.04162},
eprinttype = {arXiv},
eprint = {2104.04162},
timestamp = {Tue, 08 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-04162.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmv/LuoH20,
author = {Lei Luo and
William H. Hsu},
editor = {Wolfgang Osten and
Dmitry P. Nikolaev},
title = {Shape-aware generative adversarial networks for attribute transfer},
booktitle = {Thirteenth International Conference on Machine Vision, {ICMV} 2020,
Rome, Italy, November 2-6, 2020},
series = {{SPIE} Proceedings},
volume = {11605},
pages = {1160515},
publisher = {{SPIE}},
year = {2020},
url = {https://doi.org/10.1117/12.2586992},
doi = {10.1117/12.2586992},
timestamp = {Wed, 22 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmv/LuoH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/YangH20,
author = {Huichen Yang and
William H. Hsu},
title = {Vision-Based Layout Detection from Scientific Literature using Recurrent
Convolutional Neural Networks},
booktitle = {25th International Conference on Pattern Recognition, {ICPR} 2020,
Virtual Event / Milan, Italy, January 10-15, 2021},
pages = {6455--6462},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICPR48806.2021.9412557},
doi = {10.1109/ICPR48806.2021.9412557},
timestamp = {Fri, 07 May 2021 08:42:33 +0200},
biburl = {https://dblp.org/rec/conf/icpr/YangH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscram/NafiBKCH20,
author = {Nasik Muhammad Nafi and
Avishek Bose and
Sarthak Khanal and
Doina Caragea and
William H. Hsu},
editor = {Amanda Lee Hughes and
Fiona McNeill and
Christopher W. Zobel},
title = {Abstractive Text Summarization of Disaster-Related Documents},
booktitle = {17th International Conference on Information Systems for Crisis Response
and Management, {ISCRAM} 2020, May 2020},
pages = {881--892},
publisher = {{ISCRAM} Digital Library},
year = {2020},
url = {https://idl.iscram.org/show.php?record=2279},
timestamp = {Thu, 10 Nov 2022 16:58:41 +0100},
biburl = {https://dblp.org/rec/conf/iscram/NafiBKCH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwssip/NafiH20,
author = {Nasik Muhammad Nafi and
William H. Hsu},
title = {Addressing Class Imbalance in Image-Based Plant Disease Detection:
Deep Generative vs. Sampling-Based Approaches},
booktitle = {2020 International Conference on Systems, Signals and Image Processing,
{IWSSIP} 2020, Niter{\'{o}}i, Brazil, July 1-3, 2020},
pages = {243--248},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IWSSIP48289.2020.9145239},
doi = {10.1109/IWSSIP48289.2020.9145239},
timestamp = {Mon, 10 Aug 2020 09:56:24 +0200},
biburl = {https://dblp.org/rec/conf/iwssip/NafiH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/msie/LuoHW20,
author = {Lei Luo and
William H. Hsu and
Shangxian Wang},
title = {Data Augmentation Using Generative Adversarial Networks for Electrical
Insulator Anomaly Detection},
booktitle = {{MSIE} 2020: 2nd International Conference on Management Science and
Industrial Engineering, Osaka, Japan, April, 2020},
pages = {231--236},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3396743.3396790},
doi = {10.1145/3396743.3396790},
timestamp = {Wed, 22 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/msie/LuoHW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-05259,
author = {Lei Luo and
William H. Hsu and
Shangxian Wang},
title = {Shape-aware Generative Adversarial Networks for Attribute Transfer},
journal = {CoRR},
volume = {abs/2010.05259},
year = {2020},
url = {https://arxiv.org/abs/2010.05259},
eprinttype = {arXiv},
eprint = {2010.05259},
timestamp = {Wed, 22 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-05259.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-11727,
author = {Huichen Yang and
William H. Hsu},
title = {Vision-Based Layout Detection from Scientific Literature using Recurrent
Convolutional Neural Networks},
journal = {CoRR},
volume = {abs/2010.11727},
year = {2020},
url = {https://arxiv.org/abs/2010.11727},
eprinttype = {arXiv},
eprint = {2010.11727},
timestamp = {Tue, 27 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-11727.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-07982,
author = {Adedolapo Okanlawon and
Huichen Yang and
Avishek Bose and
William H. Hsu and
Dan Andresen and
Mohammed Tanash},
title = {Feature Selection for Learning to Predict Outcomes of Compute Cluster
Jobs with Application to Decision Support},
journal = {CoRR},
volume = {abs/2012.07982},
year = {2020},
url = {https://arxiv.org/abs/2012.07982},
eprinttype = {arXiv},
eprint = {2012.07982},
timestamp = {Tue, 07 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-07982.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/BoseBAH19,
author = {Avishek Bose and
Vahid Behzadan and
Carlos A. Aguirre and
William H. Hsu},
editor = {Francesca Spezzano and
Wei Chen and
Xiaokui Xiao},
title = {A novel approach for detection and ranking of trendy and emerging
cyber threat events in Twitter streams},
booktitle = {{ASONAM} '19: International Conference on Advances in Social Networks
Analysis and Mining, Vancouver, British Columbia, Canada, 27-30 August,
2019},
pages = {871--878},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3341161.3344379},
doi = {10.1145/3341161.3344379},
timestamp = {Sat, 09 Apr 2022 12:39:00 +0200},
biburl = {https://dblp.org/rec/conf/asunam/BoseBAH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdar/YangLHBHATCBDRL19,
author = {Huichen Yang and
Alice Lam and
Thomas Yong{-}Jin Han and
David Buttler and
William H. Hsu and
Carlos A. Aguirre and
Maria F. De La Torre and
Derek Christensen and
Luis Bobadilla and
Emily Davich and
Jordan Roth and
Lei Luo and
Yihong Theis},
title = {Pipelines for Procedural Information Extraction from Scientific Literature:
Towards Recipes using Machine Learning and Data Science},
booktitle = {2nd International Workshop on Open Services and Tools for Document
Analysis, OST@ICDAR 2019, Sydney, Australia, September 22-25, 2019},
pages = {41--46},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICDARW.2019.10037},
doi = {10.1109/ICDARW.2019.10037},
timestamp = {Wed, 22 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdar/YangLHBHATCBDRL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/BehzadanH19,
author = {Vahid Behzadan and
William H. Hsu},
editor = {Hu{\'{a}}scar Espinoza and
Han Yu and
Xiaowei Huang and
Freddy L{\'{e}}cu{\'{e}} and
Cynthia Chen and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Se{\'{a}}n {\'{O}} h{\'{E}}igeartaigh and
Richard Mallah},
title = {Adversarial Exploitation of Policy Imitation},
booktitle = {Proceedings of the Workshop on Artificial Intelligence Safety 2019
co-located with the 28th International Joint Conference on Artificial
Intelligence, AISafety@IJCAI 2019, Macao, China, August 11-12, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2419},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2419/paper\_40.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:31 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/BehzadanH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/BehzadanH19a,
author = {Vahid Behzadan and
William H. Hsu},
editor = {Hu{\'{a}}scar Espinoza and
Han Yu and
Xiaowei Huang and
Freddy L{\'{e}}cu{\'{e}} and
Cynthia Chen and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Se{\'{a}}n {\'{O}} h{\'{E}}igeartaigh and
Richard Mallah},
title = {Watermarking of {DRL} Policies with Sequential Triggers},
booktitle = {Proceedings of the Workshop on Artificial Intelligence Safety 2019
co-located with the 28th International Joint Conference on Artificial
Intelligence, AISafety@IJCAI 2019, Macao, China, August 11-12, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2419},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2419/paper\_41.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/BehzadanH19a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/safecomp/BehzadanH19,
author = {Vahid Behzadan and
William H. Hsu},
editor = {Alexander B. Romanovsky and
Elena Troubitsyna and
Ilir Gashi and
Erwin Schoitsch and
Friedemann Bitsch},
title = {RL-Based Method for Benchmarking the Adversarial Resilience and Robustness
of Deep Reinforcement Learning Policies},
booktitle = {Computer Safety, Reliability, and Security - {SAFECOMP} 2019 Workshops,
ASSURE, DECSoS, SASSUR, STRIVE, and WAISE, Turku, Finland, September
10, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11699},
pages = {314--325},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-26250-1\_25},
doi = {10.1007/978-3-030-26250-1\_25},
timestamp = {Tue, 07 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/safecomp/BehzadanH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xsede/TanashDAHYO19,
author = {Mohammed Tanash and
Brandon Dunn and
Daniel Andresen and
William H. Hsu and
Huichen Yang and
Adedolapo Okanlawon},
editor = {Thomas R. Furlani},
title = {Improving {HPC} System Performance by Predicting Job Resources via
Supervised Machine Learning},
booktitle = {Proceedings of the Practice and Experience in Advanced Research Computing
on Rise of the Machines (learning), {PEARC} 2019, Chicago, IL, USA,
July 28 - August 01, 2019},
pages = {69:1--69:8},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3332186.3333041},
doi = {10.1145/3332186.3333041},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xsede/TanashDAHYO19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-01110,
author = {Vahid Behzadan and
William H. Hsu},
title = {RL-Based Method for Benchmarking the Adversarial Resilience and Robustness
of Deep Reinforcement Learning Policies},
journal = {CoRR},
volume = {abs/1906.01110},
year = {2019},
url = {http://arxiv.org/abs/1906.01110},
eprinttype = {arXiv},
eprint = {1906.01110},
timestamp = {Tue, 07 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-01110.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-01119,
author = {Vahid Behzadan and
William H. Hsu},
title = {Analysis and Improvement of Adversarial Training in {DQN} Agents With
Adversarially-Guided Exploration {(AGE)}},
journal = {CoRR},
volume = {abs/1906.01119},
year = {2019},
url = {http://arxiv.org/abs/1906.01119},
eprinttype = {arXiv},
eprint = {1906.01119},
timestamp = {Tue, 07 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-01119.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-01121,
author = {Vahid Behzadan and
William H. Hsu},
title = {Adversarial Exploitation of Policy Imitation},
journal = {CoRR},
volume = {abs/1906.01121},
year = {2019},
url = {http://arxiv.org/abs/1906.01121},
eprinttype = {arXiv},
eprint = {1906.01121},
timestamp = {Tue, 07 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-01121.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-01126,
author = {Vahid Behzadan and
William H. Hsu},
title = {Sequential Triggers for Watermarking of Deep Reinforcement Learning
Policies},
journal = {CoRR},
volume = {abs/1906.01126},
year = {2019},
url = {http://arxiv.org/abs/1906.01126},
eprinttype = {arXiv},
eprint = {1906.01126},
timestamp = {Tue, 07 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-01126.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-02907,
author = {Jianmei Luo and
ChandraVyas Annakula and
Aruna Sai Kannamareddy and
Jasjeet S. Sekhon and
William Henry Hsu and
Michael Higgins},
title = {Hybridized Threshold Clustering for Massive Data},
journal = {CoRR},
volume = {abs/1907.02907},
year = {2019},
url = {http://arxiv.org/abs/1907.02907},
eprinttype = {arXiv},
eprint = {1907.02907},
timestamp = {Mon, 08 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-02907.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-07768,
author = {Avishek Bose and
Vahid Behzadan and
Carlos A. Aguirre and
William H. Hsu},
title = {A Novel Approach for Detection and Ranking of Trendy and Emerging
Cyber Threat Events in Twitter Streams},
journal = {CoRR},
volume = {abs/1907.07768},
year = {2019},
url = {http://arxiv.org/abs/1907.07768},
eprinttype = {arXiv},
eprint = {1907.07768},
timestamp = {Sun, 22 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-07768.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-07747,
author = {Huichen Yang and
Carlos A. Aguirre and
Maria F. De La Torre and
Derek Christensen and
Luis Bobadilla and
Emily Davich and
Jordan Roth and
Lei Luo and
Yihong Theis and
Alice Lam and
Thomas Yong{-}Jin Han and
David Buttler and
William H. Hsu},
title = {Pipelines for Procedural Information Extraction from Scientific Literature:
Towards Recipes using Machine Learning and Data Science},
journal = {CoRR},
volume = {abs/1912.07747},
year = {2019},
url = {http://arxiv.org/abs/1912.07747},
eprinttype = {arXiv},
eprint = {1912.07747},
timestamp = {Wed, 22 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-07747.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/VarelaDHPAPGSFC18,
author = {Sebastian Varela and
Pruthvidhar Reddy Dhodda and
William H. Hsu and
P. V. Vara Prasad and
Yared Assefa and
Nahuel R. Peralta and
Terry Griffin and
Ajay Sharda and
Allison Ferguson and
Ignacio Antonio Ciampitti},
title = {Early-Season Stand Count Determination in Corn via Integration of
Imagery from Unmanned Aerial Systems {(UAS)} and Supervised Learning
Techniques},
journal = {Remote. Sens.},
volume = {10},
number = {2},
pages = {343},
year = {2018},
url = {https://doi.org/10.3390/rs10020343},
doi = {10.3390/RS10020343},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/remotesensing/VarelaDHPAPGSFC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/BehzadanABH18,
author = {Vahid Behzadan and
Carlos A. Aguirre and
Avishek Bose and
William H. Hsu},
editor = {Naoki Abe and
Huan Liu and
Calton Pu and
Xiaohua Hu and
Nesreen K. Ahmed and
Mu Qiao and
Yang Song and
Donald Kossmann and
Bing Liu and
Kisung Lee and
Jiliang Tang and
Jingrui He and
Jeffrey S. Saltz},
title = {Corpus and Deep Learning Classifier for Collection of Cyber Threat
Indicators in Twitter Stream},
booktitle = {{IEEE} International Conference on Big Data {(IEEE} BigData 2018),
Seattle, WA, USA, December 10-13, 2018},
pages = {5002--5007},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/BigData.2018.8622506},
doi = {10.1109/BIGDATA.2018.8622506},
timestamp = {Fri, 19 Nov 2021 16:08:20 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/BehzadanABH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/TorreAAH18,
author = {Maria F. De La Torre and
Carlos A. Aguirre and
BreAnn M. Anshutz and
William H. Hsu},
editor = {Ana L. N. Fred and
Joaquim Filipe},
title = {{MATESC:} Metadata-Analytic Text Extractor and Section Classifier
for Scientific Publications},
booktitle = {Proceedings of the 10th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2018, Volume 1: KDIR, Seville, Spain, September 18-20, 2018},
pages = {259--265},
publisher = {SciTePress},
year = {2018},
url = {https://doi.org/10.5220/0006937702590265},
doi = {10.5220/0006937702590265},
timestamp = {Mon, 01 Oct 2018 13:53:27 +0200},
biburl = {https://dblp.org/rec/conf/ic3k/TorreAAH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/YatesCH18,
author = {Heath Yates and
Brent C. Chamberlain and
William H. Hsu},
editor = {William H. Hsu and
Heath Yates},
title = {Binary Classification of Arousal in Built Environments using Machine
Learning},
booktitle = {Workshop on Artificial Intelligence in Affective Computing, AffComp@IJCAI
2018, Stockholm, Sweden, 15 July 2018,},
series = {Proceedings of Machine Learning Research},
volume = {86},
pages = {35--51},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v86/yates20a/yates20a.pdf},
timestamp = {Thu, 27 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/YatesCH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/AguirreCTHR18,
author = {Carlos A. Aguirre and
Shelby Coen and
Maria F. De La Torre and
William H. Hsu and
Margaret Rys},
editor = {Alan Said and
Takanori Komatsu},
title = {Towards Faster Annotation Interfaces for Learning to Filter in Information
Extraction and Search},
booktitle = {Joint Proceedings of the {ACM} {IUI} 2018 Workshops co-located with
the 23rd {ACM} Conference on Intelligent User Interfaces {(ACM} {IUI}
2018), Tokyo, Japan, March 11, 2018},
series = {{CEUR} Workshop Proceedings},
volume = {2068},
publisher = {CEUR-WS.org},
year = {2018},
url = {https://ceur-ws.org/Vol-2068/esida4.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:09 +0100},
biburl = {https://dblp.org/rec/conf/iui/AguirreCTHR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/KallumadiH18,
author = {Surya Kallumadi and
William H. Hsu},
editor = {Tanja Mitrovic and
Jie Zhang and
Li Chen and
David Chin},
title = {Interactive Recommendations by Combining User-Item Preferences with
Linked Open Data},
booktitle = {Adjunct Publication of the 26th Conference on User Modeling, Adaptation
and Personalization, {UMAP} 2018, Singapore, July 08-11, 2018},
pages = {121--125},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3213586.3226222},
doi = {10.1145/3213586.3226222},
timestamp = {Wed, 21 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/um/KallumadiH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ijcai/2018affcomp,
editor = {William H. Hsu and
Heath Yates},
title = {Workshop on Artificial Intelligence in Affective Computing, AffComp@IJCAI
2018, Stockholm, Sweden, 15 July 2018,},
series = {Proceedings of Machine Learning Research},
volume = {86},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v86/},
timestamp = {Fri, 03 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/2018affcomp.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-01116,
author = {Dan Andresen and
William H. Hsu and
Huichen Yang and
Adedolapo Okanlawon},
title = {Machine Learning for Predictive Analytics of Compute Cluster Jobs},
journal = {CoRR},
volume = {abs/1806.01116},
year = {2018},
url = {http://arxiv.org/abs/1806.01116},
eprinttype = {arXiv},
eprint = {1806.01116},
timestamp = {Tue, 07 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-01116.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acii/YatesCH17,
author = {Heath Yates and
Brent C. Chamberlain and
William H. Hsu},
title = {A spatially explicit classification model for affective computing
in built environments},
booktitle = {Seventh International Conference on Affective Computing and Intelligent
Interaction Workshops and Demos, {ACII} Workshops 2017, San Antonio,
TX, USA, October 23-26, 2017},
pages = {100--104},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ACIIW.2017.8272597},
doi = {10.1109/ACIIW.2017.8272597},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acii/YatesCH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/YatesCNH17,
author = {Heath Yates and
Brent C. Chamberlain and
Greg Norman and
William H. Hsu},
editor = {Neil Lawrence and
Mark Reid},
title = {Arousal Detection for Biometric Data in Built Environments using Machine
Learning},
booktitle = {Proceedings of the 1st {IJCAI} Workshop on Artificial Intelligence
in Affective Computing (AffComp 2017), Melbourne, Australia, August
20, 2017},
series = {Proceedings of Machine Learning Research},
volume = {66},
pages = {58--72},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v66/yates17a.html},
timestamp = {Thu, 27 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/YatesCNH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/YangH16,
author = {Ming Yang and
William H. Hsu},
editor = {Jacqueline Bourdeau and
Jim Hendler and
Roger Nkambou and
Ian Horrocks and
Ben Y. Zhao},
title = {HDPauthor: {A} New Hybrid Author-Topic Model using Latent Dirichlet
Allocation and Hierarchical Dirichlet Processes},
booktitle = {Proceedings of the 25th International Conference on World Wide Web,
{WWW} 2016, Montreal, Canada, April 11-15, 2016, Companion Volume},
pages = {619--624},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2872518.2890561},
doi = {10.1145/2872518.2890561},
timestamp = {Mon, 10 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/YangH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HsuAOLE15,
author = {William H. Hsu and
Mohammed Abduljabbar and
Ryuichi Osuga and
Max Lu and
Wesam Elshamy},
title = {Visualization of Clandestine Labs from Seizure Reports: Thematic Mapping
and Data Mining Research Directions},
journal = {CoRR},
volume = {abs/1503.01549},
year = {2015},
url = {http://arxiv.org/abs/1503.01549},
eprinttype = {arXiv},
eprint = {1503.01549},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HsuAOLE15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1302-7056,
author = {Wesam Elshamy and
Doina Caragea and
William H. Hsu},
title = {{KSU} {KDD:} Word Sense Induction by Clustering in Topic Space},
journal = {CoRR},
volume = {abs/1302.7056},
year = {2013},
url = {http://arxiv.org/abs/1302.7056},
eprinttype = {arXiv},
eprint = {1302.7056},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1302-7056.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eurohcir/HsuK12,
author = {William H. Hsu and
Praveen Koduru},
editor = {Max L. Wilson and
Tony Russell{-}Rose and
Birger Larsen and
James Kalbach},
title = {Opinion Mapping: Information Visualization Approaches for Comparative
Sentiment Analysis},
booktitle = {Proceedings of the 2nd European Workshop on Human-Computer Interaction
and Information Retrieval, Nijmegen, The Netherlands, August 25, 2012},
series = {{CEUR} Workshop Proceedings},
volume = {909},
pages = {25--28},
publisher = {CEUR-WS.org},
year = {2012},
url = {https://ceur-ws.org/Vol-909/paper7.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:43 +0100},
biburl = {https://dblp.org/rec/conf/eurohcir/HsuK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eurohcir/HsuAOLE12,
author = {William H. Hsu and
Mohammed Abduljabbar and
Ryuichi Osuga and
Max Lu and
Wesam Elshamy},
editor = {Max L. Wilson and
Tony Russell{-}Rose and
Birger Larsen and
James Kalbach},
title = {Visualization of Clandestine Labs from Seizure Reports: Thematic Mapping
and Data Mining Research Directions},
booktitle = {Proceedings of the 2nd European Workshop on Human-Computer Interaction
and Information Retrieval, Nijmegen, The Netherlands, August 25, 2012},
series = {{CEUR} Workshop Proceedings},
volume = {909},
pages = {43--46},
publisher = {CEUR-WS.org},
year = {2012},
url = {https://ceur-ws.org/Vol-909/poster3.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eurohcir/HsuAOLE12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijalr/ChowdhurySH11,
author = {Sohini Roy Chowdhury and
Caterina M. Scoglio and
William H. Hsu},
title = {Mitigation Strategies for Foot and Mouth Disease: {A} Learning-Based
Approach},
journal = {Int. J. Artif. Life Res.},
volume = {2},
number = {2},
pages = {42--76},
year = {2011},
url = {https://doi.org/10.4018/jalr.2011040103},
doi = {10.4018/JALR.2011040103},
timestamp = {Tue, 07 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijalr/ChowdhurySH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isi/VolkovaH10,
author = {Svitlana Volkova and
William H. Hsu},
editor = {Christopher C. Yang and
Daniel Zeng and
Ke Wang and
Antonio Sanfilippo and
Herbert H. Tsang and
Min{-}Yuh Day and
Uwe Gl{\"{a}}sser and
Patricia L. Brantingham and
Hsinchun Chen},
title = {Computational knowledge and information management in veterinary epidemiology},
booktitle = {{IEEE} International Conference on Intelligence and Security Informatics,
{ISI} 2010, Vancouver, BC, Canada, May 23-26, 2010, Proceedings},
pages = {120--125},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ISI.2010.5484764},
doi = {10.1109/ISI.2010.5484764},
timestamp = {Mon, 15 May 2023 16:24:40 +0200},
biburl = {https://dblp.org/rec/conf/isi/VolkovaH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/semeval/ElshamyCH10,
author = {Wesam Elshamy and
Doina Caragea and
William H. Hsu},
editor = {Katrin Erk and
Carlo Strapparava},
title = {{KSU} {KDD:} Word Sense Induction by Clustering in Topic Space},
booktitle = {Proceedings of the 5th International Workshop on Semantic Evaluation,
SemEval@ACL 2010, Uppsala University, Uppsala, Sweden, July 15-16,
2010},
pages = {367--370},
publisher = {The Association for Computer Linguistics},
year = {2010},
url = {https://aclanthology.org/S10-1082/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/semeval/ElshamyCH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webi/VolkovaCHDF10,
author = {Svitlana Volkova and
Doina Caragea and
William H. Hsu and
John Drouhard and
Landon Fowles},
editor = {Jimmy Xiangji Huang and
Irwin King and
Vijay V. Raghavan and
Stefan M. R{\"{u}}ger},
title = {Boosting Biomedical Entity Extraction by Using Syntactic Patterns
for Semantic Relation Discovery},
booktitle = {2010 {IEEE/WIC/ACM} International Conference on Web Intelligence,
{WI} 2010, Toronto, Canada, August 31 - September 3, 2010, Main Conference
Proceedings},
pages = {272--278},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/WI-IAT.2010.152},
doi = {10.1109/WI-IAT.2010.152},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/webi/VolkovaCHDF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/WeningerHH10,
author = {Tim Weninger and
William H. Hsu and
Jiawei Han},
editor = {Michael Rappa and
Paul Jones and
Juliana Freire and
Soumen Chakrabarti},
title = {{CETR:} content extraction via tag ratios},
booktitle = {Proceedings of the 19th International Conference on World Wide Web,
{WWW} 2010, Raleigh, North Carolina, USA, April 26-30, 2010},
pages = {971--980},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1772690.1772789},
doi = {10.1145/1772690.1772789},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/WeningerHH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/procedia/ChowdhurySH10,
author = {Sohini Roy Chowdhury and
Caterina M. Scoglio and
William H. Hsu},
editor = {Peter M. A. Sloot and
G. Dick van Albada and
Jack J. Dongarra},
title = {Simulative modeling to control the Foot and Mouth Disease epidemic},
booktitle = {Proceedings of the International Conference on Computational Science,
{ICCS} 2010, University of Amsterdam, The Netherlands, May 31 - June
2, 2010},
series = {Procedia Computer Science},
volume = {1},
number = {1},
pages = {2261--2270},
publisher = {Elsevier},
year = {2010},
url = {https://doi.org/10.1016/j.procs.2010.04.253},
doi = {10.1016/J.PROCS.2010.04.253},
timestamp = {Tue, 07 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/procedia/ChowdhurySH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaiss/AljandalBCH09,
author = {Waleed Aljandal and
Vikas Bahirwani and
Doina Caragea and
William H. Hsu},
title = {Ontology-Aware Classification and Association Rule Mining for Interest
and Link Prediction in Social Networks},
booktitle = {Social Semantic Web: Where Web 2.0 Meets Web 3.0, Papers from the
2009 {AAAI} Spring Symposium, Technical Report SS-09-08, Stanford,
California, USA, March 23-25, 2009},
pages = {3--8},
publisher = {{AAAI}},
year = {2009},
url = {http://www.aaai.org/Library/Symposia/Spring/2009/ss09-08-002.php},
timestamp = {Fri, 17 Feb 2012 13:48:11 +0100},
biburl = {https://dblp.org/rec/conf/aaaiss/AljandalBCH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbms/WeningerGHHR09,
author = {Tim Weninger and
Daniel Greene and
Jack Hart and
William H. Hsu and
Surya Ramachandran},
title = {Speech-assisted radiology system for retrieval, reporting and annotation},
booktitle = {Proceedings of the Twenty-Second {IEEE} International Symposium on
Computer-Based Medical Systems, August 3-4, 2009, Albuquerque, New
Mexico, {USA}},
pages = {1--6},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/CBMS.2009.5255377},
doi = {10.1109/CBMS.2009.5255377},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cbms/WeningerGHHR09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cibcb/AljandalHX09,
author = {Waleed Aljandal and
William H. Hsu and
Jing Xia},
title = {Predicting protein-protein interactions using numerical associational
features},
booktitle = {Proceedings of the 2009 {IEEE} Symposium on Computational Intelligence
in Bioinformatics and Computational Biology, {CIBCB} 2009, Nashville,
TN, USA, March 30 - April 2, 2009},
pages = {135--139},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/CIBCB.2009.4925719},
doi = {10.1109/CIBCB.2009.4925719},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/cibcb/AljandalHX09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/WeningerHXA09,
author = {Tim Weninger and
William H. Hsu and
Jing Xia and
Waleed Aljandal},
editor = {Franz Rothlauf},
title = {An evolutionary approach to constructive induction for link discovery},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2009, Proceedings,
Montreal, Qu{\'{e}}bec, Canada, July 8-12, 2009},
pages = {1941--1942},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1569901.1570248},
doi = {10.1145/1569901.1570248},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/WeningerHXA09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/WeningerHXA09a,
author = {Tim Weninger and
William H. Hsu and
Jing Xia and
Waleed Aljandal},
editor = {Franz Rothlauf},
title = {An evolutionary approach to constructive induction for link discovery},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2009, Proceedings,
Montreal, Qu{\'{e}}bec, Canada, July 8-12, 2009, Companion Material},
pages = {2167--2172},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1570256.1570295},
doi = {10.1145/1570256.1570295},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/WeningerHXA09a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icai/WeningerHH09,
author = {Tim Weninger and
Rodney Howell and
William H. Hsu},
editor = {Hamid R. Arabnia and
David de la Fuente and
Jos{\'{e}} Angel Olivas},
title = {Graph Drawing Heuristics for Path Finding in Large Dimensionless Graphs},
booktitle = {Proceedings of the 2009 International Conference on Artificial Intelligence,
{ICAI} 2009, July 13-16, 2009, Las Vegas Nevada, USA, 2 Volumes},
pages = {501--507},
publisher = {{CSREA} Press},
year = {2009},
timestamp = {Sun, 01 Nov 2009 16:07:13 +0100},
biburl = {https://dblp.org/rec/conf/icai/WeningerHH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icai/XiaH09,
author = {Jing Xia and
William H. Hsu},
editor = {Hamid R. Arabnia and
David de la Fuente and
Jos{\'{e}} Angel Olivas},
title = {Protein Protein Interaction Analysis Using Fast Random Walk},
booktitle = {Proceedings of the 2009 International Conference on Artificial Intelligence,
{ICAI} 2009, July 13-16, 2009, Las Vegas Nevada, USA, 2 Volumes},
pages = {857--863},
publisher = {{CSREA} Press},
year = {2009},
timestamp = {Tue, 13 Apr 2010 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icai/XiaH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/XiaCH09,
author = {Jing Xia and
Doina Caragea and
William H. Hsu},
editor = {Wei Wang and
Hillol Kargupta and
Sanjay Ranka and
Philip S. Yu and
Xindong Wu},
title = {Bi-relational Network Analysis Using a Fast Random Walk with Restart},
booktitle = {{ICDM} 2009, The Ninth {IEEE} International Conference on Data Mining,
Miami, Florida, USA, 6-9 December 2009},
pages = {1052--1057},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICDM.2009.134},
doi = {10.1109/ICDM.2009.134},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/XiaCH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sara/CarageaBAH09,
author = {Doina Caragea and
Vikas Bahirwani and
Waleed Aljandal and
William H. Hsu},
editor = {Vadim Bulitko and
J. Christopher Beck},
title = {Ontology-Based Link Prediction in the LiveJournal Social Network},
booktitle = {Eighth Symposium on Abstraction, Reformulation, and Approximation,
{SARA} 2009, Lake Arrowhead, California, USA, 8-10 August 2009},
publisher = {{AAAI}},
year = {2009},
url = {http://www.aaai.org/ocs/index.php/SARA/SARA09/paper/view/831},
timestamp = {Tue, 08 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sara/CarageaBAH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dexaw/WeningerH08,
author = {Tim Weninger and
William H. Hsu},
title = {Text Extraction from the Web via Text-to-Tag Ratio},
booktitle = {19th International Workshop on Database and Expert Systems Applications
{(DEXA} 2008), 1-5 September 2008, Turin, Italy},
pages = {23--28},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/DEXA.2008.12},
doi = {10.1109/DEXA.2008.12},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dexaw/WeningerH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/anor/GuoH07,
author = {Haipeng Guo and
William H. Hsu},
title = {A machine learning approach to algorithm selection for \emph{NP}{\textbackslash}mathcal\{NP\}
-hard optimization problems: a case study on the {MPE} problem},
journal = {Ann. Oper. Res.},
volume = {156},
number = {1},
pages = {61--82},
year = {2007},
url = {https://doi.org/10.1007/s10479-007-0229-6},
doi = {10.1007/S10479-007-0229-6},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/anor/GuoH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibe/ParadesiCH07,
author = {Martin S. R. Paradesi and
Doina Caragea and
William H. Hsu},
title = {Structural Prediction of Protein-Protein Interactions in Saccharomyces
cerevisiae},
booktitle = {Proceedings of the 7th {IEEE} International Conference on Bioinformatics
and Bioengineering, {BIBE} 2007, October 14-17, 2007, Harvard Medical
School, Boston, MA, {USA}},
pages = {1270--1274},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/BIBE.2007.4375729},
doi = {10.1109/BIBE.2007.4375729},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibe/ParadesiCH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/HsuLPW07,
author = {William H. Hsu and
Joseph P. Lancaster and
Martin S. R. Paradesi and
Tim Weninger},
editor = {Natalie S. Glance and
Nicolas Nicolov and
Eytan Adar and
Matthew Hurst and
Mark Liberman and
Franco Salvetti},
title = {Structural Link Analysis from User Profiles and Friends Networks:
{A} Feature Construction Approach},
booktitle = {Proceedings of the First International Conference on Weblogs and Social
Media, {ICWSM} 2007, Boulder, Colorado, USA, March 26-28, 2007},
year = {2007},
url = {http://www.icwsm.org/papers/paper16.html},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icwsm/HsuLPW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaiss/HsuKPPW06,
author = {William H. Hsu and
Andrew L. King and
Martin S. R. Paradesi and
Tejaswi Pydimarri and
Tim Weninger},
title = {Collaborative and Structural Recommendation of Friends using Weblog-based
Social Network Analysis},
booktitle = {Computational Approaches to Analyzing Weblogs, Papers from the 2006
{AAAI} Spring Symposium, Technical Report SS-06-03, Stanford, California,
USA, March 27-29, 2006},
pages = {55--60},
publisher = {{AAAI}},
year = {2006},
url = {http://www.aaai.org/Library/Symposia/Spring/2006/ss06-03-012.php},
timestamp = {Sat, 18 Feb 2012 12:29:12 +0100},
biburl = {https://dblp.org/rec/conf/aaaiss/HsuKPPW06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/AntolikH05,
author = {J{\'{a}}n Antol{\'{\i}}k and
William H. Hsu},
editor = {Hans{-}Georg Beyer and
Una{-}May O'Reilly},
title = {Evolutionary tree genetic programming},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2005, Proceedings,
Washington DC, USA, June 25-29, 2005},
pages = {1789--1790},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1068009.1068312},
doi = {10.1145/1068009.1068312},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/AntolikH05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iastedCI/KoduruHDWR05,
author = {Praveen Koduru and
William H. Hsu and
Sanjoy Das and
Stephen M. Welch and
Judith L. Roe},
editor = {M. H. Hamza},
title = {Dynamic System Prediction using Temporal Artificial Neural Networks
and Multi-Objective Genetic Algorithms},
booktitle = {{IASTED} International Conference on Computational Intelligence, Calgary,
Alberta, Canada, July 4-6, 2005},
pages = {214--219},
publisher = {{IASTED/ACTA} Press},
year = {2005},
timestamp = {Thu, 24 Oct 2013 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iastedCI/KoduruHDWR05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/Hsu04,
author = {William H. Hsu},
title = {Genetic wrappers for feature selection in decision tree induction
and variable ordering in Bayesian network structure learning},
journal = {Inf. Sci.},
volume = {163},
number = {1-3},
pages = {103--122},
year = {2004},
url = {https://doi.org/10.1016/j.ins.2003.03.019},
doi = {10.1016/J.INS.2003.03.019},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/Hsu04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaifs/HsuHRZ04,
author = {William H. Hsu and
Scott J. Harmon and
Edwin Rodr{\'{\i}}guez and
Christopher Zhong},
title = {Empirical Comparison of Incremental Learning Strategies for Genetic
Programming-Based Keep-Away Soccer Agents},
booktitle = {Artificial Multiagent Learning, Papers from the 2004 {AAAI} Fall Symposium.
Arlington, VA, USA, October 22-24, 2004},
volume = {{FS-04-02}},
pages = {43--51},
publisher = {{AAAI} Press},
year = {2004},
url = {https://www.aaai.org/Library/Symposia/Fall/2004/fs04-02-006.php},
timestamp = {Fri, 04 Sep 2020 13:38:34 +0200},
biburl = {https://dblp.org/rec/conf/aaaifs/HsuHRZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/GuoH04,
author = {Haipeng Guo and
William H. Hsu},
editor = {Geoffrey I. Webb and
Xinghuo Yu},
title = {A Learning-Based Algorithm Selection Meta-reasoner for the Real-Time
{MPE} Problem},
booktitle = {{AI} 2004: Advances in Artificial Intelligence, 17th Australian Joint
Conference on Artificial Intelligence, Cairns, Australia, December
4-6, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3339},
pages = {307--318},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30549-1\_28},
doi = {10.1007/978-3-540-30549-1\_28},
timestamp = {Wed, 20 Nov 2019 16:52:44 +0100},
biburl = {https://dblp.org/rec/conf/ausai/GuoH04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/GuoBH04,
author = {Haipeng Guo and
Prashanth R. Boddhireddy and
William H. Hsu},
editor = {Geoffrey I. Webb and
Xinghuo Yu},
title = {An {ACO} Algorithm for the Most Probable Explanation Problem},
booktitle = {{AI} 2004: Advances in Artificial Intelligence, 17th Australian Joint
Conference on Artificial Intelligence, Cairns, Australia, December
4-6, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3339},
pages = {778--790},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30549-1\_67},
doi = {10.1007/978-3-540-30549-1\_67},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ausai/GuoBH04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccct/HsuJ04,
author = {William H. Hsu and
Roby Joehanes},
editor = {Hsing{-}Wei Chu},
title = {Permutation Genetic Algorithms for Score-Based Bayesian Network Structure
Learning},
booktitle = {Proceedings of the 2nd International Conference Computing, Communications
and Control Technologies, {CCCT} 2004, Austin, TX, USA, August 14-17,
2004, Volume 1},
pages = {273--280},
publisher = {The International Institute of Informatics and Systemics {(IIIS)}},
year = {2004},
timestamp = {Fri, 28 Jul 2023 11:08:57 +0200},
biburl = {https://dblp.org/rec/conf/ccct/HsuJ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/HarmonRZH04,
author = {Scott J. Harmon and
Edwin Rodr{\'{\i}}guez and
Christopher Zhong and
William H. Hsu},
editor = {Kalyanmoy Deb and
Riccardo Poli and
Wolfgang Banzhaf and
Hans{-}Georg Beyer and
Edmund K. Burke and
Paul J. Darwen and
Dipankar Dasgupta and
Dario Floreano and
James A. Foster and
Mark Harman and
Owen Holland and
Pier Luca Lanzi and
Lee Spector and
Andrea Tettamanzi and
Dirk Thierens and
Andrew M. Tyrrell},
title = {A Comparison of Hybrid Incremental Reuse Strategies for Reinforcement
Learning in Genetic Programming},
booktitle = {Genetic and Evolutionary Computation - {GECCO} 2004, Genetic and Evolutionary
Computation Conference, Seattle, WA, USA, June 26-30, 2004, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {3103},
pages = {706--707},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-24855-2\_79},
doi = {10.1007/978-3-540-24855-2\_79},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/HarmonRZH04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icsnw/Hsu04,
author = {William H. Hsu},
editor = {Mokrane Bouzeghoub and
Carole A. Goble and
Vipul Kashyap and
Stefano Spaccapietra},
title = {Relational Graphical Models of Computational Workflows for Data Mining},
booktitle = {Semantics for Grid Databases, First International {IFIP} Conference
on Semantics of a Networked World: {ICSNW} 2004, Paris, France, June
17-19, 2004. Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {3226},
pages = {309--310},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30145-5\_19},
doi = {10.1007/978-3-540-30145-5\_19},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/icsnw/Hsu04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/GuoH03,
author = {Haipeng Guo and
William H. Hsu},
editor = {Erick Cant{\'{u}}{-}Paz and
James A. Foster and
Kalyanmoy Deb and
Lawrence Davis and
Rajkumar Roy and
Una{-}May O'Reilly and
Hans{-}Georg Beyer and
Russell K. Standish and
Graham Kendall and
Stewart W. Wilson and
Mark Harman and
Joachim Wegener and
Dipankar Dasgupta and
Mitchell A. Potter and
Alan C. Schultz and
Kathryn A. Dowsland and
Natasa Jonoska and
Julian F. Miller},
title = {GA-Hardness Revisited},
booktitle = {Genetic and Evolutionary Computation - {GECCO} 2003, Genetic and Evolutionary
Computation Conference, Chicago, IL, USA, July 12-16, 2003. Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {2724},
pages = {1584--1585},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/3-540-45110-2\_36},
doi = {10.1007/3-540-45110-2\_36},
timestamp = {Tue, 14 May 2019 10:00:35 +0200},
biburl = {https://dblp.org/rec/conf/gecco/GuoH03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/HsuWRC02,
author = {William H. Hsu and
Michael Welge and
Thomas Redman and
David Clutter},
title = {High-Performance Commercial Data Mining: {A} Multistrategy Machine
Learning Application},
journal = {Data Min. Knowl. Discov.},
volume = {6},
number = {4},
pages = {361--391},
year = {2002},
url = {https://doi.org/10.1023/A:1016352221465},
doi = {10.1023/A:1016352221465},
timestamp = {Wed, 23 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/HsuWRC02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GuoPSH02,
author = {Haipeng Guo and
Benjamin B. Perry and
Julie A. Stilson and
William H. Hsu},
editor = {Rina Dechter and
Michael J. Kearns and
Richard S. Sutton},
title = {A Genetic Algorithm for Tuning Variable Orderings in Bayesian Network
Structure Learning},
booktitle = {Proceedings of the Eighteenth National Conference on Artificial Intelligence
and Fourteenth Conference on Innovative Applications of Artificial
Intelligence, July 28 - August 1, 2002, Edmonton, Alberta, Canada},
pages = {951--952},
publisher = {{AAAI} Press / The {MIT} Press},
year = {2002},
url = {http://www.aaai.org/Library/AAAI/2002/aaai02-143.php},
timestamp = {Tue, 05 Sep 2023 09:10:47 +0200},
biburl = {https://dblp.org/rec/conf/aaai/GuoPSH02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/DasGHV02a,
author = {Sanjoy Das and
Shekhar V. Gosavi and
William H. Hsu and
Shilpa A. Vaze},
editor = {Erick Cant{\'{u}}{-}Paz},
title = {An Ant Colony Algorithm for Steiner Trees: New Results},
booktitle = {Late Breaking papers at the Genetic and Evolutionary Computation Conference
(GECCO-2002), New York, USA, 9-13 July 2002},
pages = {69--75},
publisher = {{AAAI}},
year = {2002},
timestamp = {Mon, 27 Oct 2003 12:52:58 +0100},
biburl = {https://dblp.org/rec/conf/gecco/DasGHV02a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/DasGHV02,
author = {Sanjoy Das and
Shekhar V. Gosavi and
William H. Hsu and
Shilpa A. Vaze},
editor = {William B. Langdon and
Erick Cant{\'{u}}{-}Paz and
Keith E. Mathias and
Rajkumar Roy and
David Davis and
Riccardo Poli and
Karthik Balakrishnan and
Vasant G. Honavar and
G{\"{u}}nter Rudolph and
Joachim Wegener and
Larry Bull and
Mitchell A. Potter and
Alan C. Schultz and
Julian F. Miller and
Edmund K. Burke and
Natasa Jonoska},
title = {An Ant Colony Approach For The Steiner Tree Problem},
booktitle = {{GECCO} 2002: Proceedings of the Genetic and Evolutionary Computation
Conference, New York, USA, 9-13 July 2002},
pages = {135},
publisher = {Morgan Kaufmann},
year = {2002},
timestamp = {Mon, 13 Nov 2017 18:15:11 +0100},
biburl = {https://dblp.org/rec/conf/gecco/DasGHV02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/HsuGPS02,
author = {William H. Hsu and
Haipeng Guo and
Benjamin B. Perry and
Julie A. Stilson},
editor = {William B. Langdon and
Erick Cant{\'{u}}{-}Paz and
Keith E. Mathias and
Rajkumar Roy and
David Davis and
Riccardo Poli and
Karthik Balakrishnan and
Vasant G. Honavar and
G{\"{u}}nter Rudolph and
Joachim Wegener and
Larry Bull and
Mitchell A. Potter and
Alan C. Schultz and
Julian F. Miller and
Edmund K. Burke and
Natasa Jonoska},
title = {A Permutation Genetic Algorithm For Variable Ordering In Learning
Bayesian Networks From Data},
booktitle = {{GECCO} 2002: Proceedings of the Genetic and Evolutionary Computation
Conference, New York, USA, 9-13 July 2002},
pages = {383--390},
publisher = {Morgan Kaufmann},
year = {2002},
timestamp = {Fri, 21 Feb 2003 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/HsuGPS02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/HsuSL02,
author = {William H. Hsu and
Cecil P. Schmidt and
James A. Louis},
editor = {William B. Langdon and
Erick Cant{\'{u}}{-}Paz and
Keith E. Mathias and
Rajkumar Roy and
David Davis and
Riccardo Poli and
Karthik Balakrishnan and
Vasant G. Honavar and
G{\"{u}}nter Rudolph and
Joachim Wegener and
Larry Bull and
Mitchell A. Potter and
Alan C. Schultz and
Julian F. Miller and
Edmund K. Burke and
Natasa Jonoska},
title = {Genetic Algorithm Wrappers For Feature Subset Selection In Supervised
Inductive Learning},
booktitle = {{GECCO} 2002: Proceedings of the Genetic and Evolutionary Computation
Conference, New York, USA, 9-13 July 2002},
pages = {680},
publisher = {Morgan Kaufmann},
year = {2002},
timestamp = {Fri, 21 Feb 2003 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/HsuSL02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/HsuG02,
author = {William H. Hsu and
Steven M. Gustafson},
editor = {William B. Langdon and
Erick Cant{\'{u}}{-}Paz and
Keith E. Mathias and
Rajkumar Roy and
David Davis and
Riccardo Poli and
Karthik Balakrishnan and
Vasant G. Honavar and
G{\"{u}}nter Rudolph and
Joachim Wegener and
Larry Bull and
Mitchell A. Potter and
Alan C. Schultz and
Julian F. Miller and
Edmund K. Burke and
Natasa Jonoska},
title = {Genetic Programming And Multi-agent Layered Learning By Reinforcements},
booktitle = {{GECCO} 2002: Proceedings of the Genetic and Evolutionary Computation
Conference, New York, USA, 9-13 July 2002},
pages = {764--771},
publisher = {Morgan Kaufmann},
year = {2002},
timestamp = {Fri, 21 Feb 2003 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/HsuG02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eurogp/GustafsonH01,
author = {Steven M. Gustafson and
William H. Hsu},
editor = {Julian F. Miller and
Marco Tomassini and
Pier Luca Lanzi and
Conor Ryan and
Andrea Tettamanzi and
William B. Langdon},
title = {Layered Learning in Genetic Programming for a Cooperative Robot Soccer
Problem},
booktitle = {Genetic Programming, 4th European Conference, EuroGP 2001, Lake Como,
Italy, April 18-20, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2038},
pages = {291--301},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-45355-5\_23},
doi = {10.1007/3-540-45355-5\_23},
timestamp = {Tue, 14 May 2019 10:00:50 +0200},
biburl = {https://dblp.org/rec/conf/eurogp/GustafsonH01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/HsuRW00,
author = {William H. Hsu and
Sylvian R. Ray and
David C. Wilkins},
title = {A Multistrategy Approach to Classifier Learning from Time Series},
journal = {Mach. Learn.},
volume = {38},
number = {1-2},
pages = {213--236},
year = {2000},
url = {https://doi.org/10.1023/A:1007694209216},
doi = {10.1023/A:1007694209216},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/HsuRW00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/HsuWRC00,
author = {William H. Hsu and
Michael Welge and
Thomas Redman and
David Clutter},
editor = {L. Darrell Whitley and
David E. Goldberg and
Erick Cant{\'{u}}{-}Paz and
Lee Spector and
Ian C. Parmee and
Hans{-}Georg Beyer},
title = {Genetic Wrappers for Constructive Induction in High-Performance Data
Mining},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference
{(GECCO} '00), Las Vegas, Nevada, USA, July 8-12, 2000},
pages = {765},
publisher = {Morgan Kaufmann},
year = {2000},
timestamp = {Wed, 23 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/HsuWRC00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/HsuCGG00,
author = {William H. Hsu and
Yuhong Cheng and
Haipeng Guo and
Steven M. Gustafson},
editor = {L. Darrell Whitley and
David E. Goldberg and
Erick Cant{\'{u}}{-}Paz and
Lee Spector and
Ian C. Parmee and
Hans{-}Georg Beyer},
title = {Genetic Algorithms for Reformulation of Large-Scale {KDD} Problems
with Many Irrelevant Attributes},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference
{(GECCO} '00), Las Vegas, Nevada, USA, July 8-12, 2000},
pages = {1081},
publisher = {Morgan Kaufmann},
year = {2000},
timestamp = {Mon, 27 Oct 2003 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/HsuCGG00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/HsuR99,
author = {William H. Hsu and
Sylvian R. Ray},
title = {Construction of recurrent mixture models for time series classification},
booktitle = {International Joint Conference Neural Networks, {IJCNN} 1999, Washington,
DC, USA, July 10-16, 1999},
pages = {1574--1579},
publisher = {{IEEE}},
year = {1999},
url = {https://doi.org/10.1109/IJCNN.1999.832605},
doi = {10.1109/IJCNN.1999.832605},
timestamp = {Tue, 10 Aug 2021 14:29:47 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/HsuR99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/HsuAPTW99,
author = {William H. Hsu and
Loretta S. Anvil and
William M. Pottenger and
David Tcheng and
Michael Welge},
title = {Self-organizing systems for knowledge discovery in large databases},
booktitle = {International Joint Conference Neural Networks, {IJCNN} 1999, Washington,
DC, USA, July 10-16, 1999},
pages = {2480--2485},
publisher = {{IEEE}},
year = {1999},
url = {https://doi.org/10.1109/IJCNN.1999.833461},
doi = {10.1109/IJCNN.1999.833461},
timestamp = {Tue, 30 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/HsuAPTW99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/us/Hsu98a,
author = {William H. Hsu},
title = {Time Series Learning With Probabilistic Network Composites},
school = {University of Illinois Urbana-Champaign, {USA}},
year = {1998},
url = {https://hdl.handle.net/2142/81927},
timestamp = {Thu, 07 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/us/Hsu98a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/RayH98,
author = {Sylvian R. Ray and
William H. Hsu},
title = {Self-Organized-Expert Modular Network for Classification of Spatiotemporal
Sequences},
journal = {Intell. Data Anal.},
volume = {2},
number = {1-4},
pages = {287--301},
year = {1998},
url = {https://doi.org/10.1016/S1088-467X(98)00032-8},
doi = {10.1016/S1088-467X(98)00032-8},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/RayH98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GroisHVW98,
author = {Eugene Grois and
William H. Hsu and
Mikhail Voloshin and
David C. Wilkins},
editor = {Jack Mostow and
Chuck Rich},
title = {Bayesian Network Models for Generation of Crisis Management Training
Scenarios},
booktitle = {Proceedings of the Fifteenth National Conference on Artificial Intelligence
and Tenth Innovative Applications of Artificial Intelligence Conference,
{AAAI} 98, {IAAI} 98, July 26-30, 1998, Madison, Wisconsin, {USA}},
pages = {1113--1120},
publisher = {{AAAI} Press / The {MIT} Press},
year = {1998},
url = {http://www.aaai.org/Library/IAAI/1998/iaai98-015.php},
timestamp = {Tue, 05 Sep 2023 09:10:47 +0200},
biburl = {https://dblp.org/rec/conf/aaai/GroisHVW98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Hsu97,
author = {William H. Hsu},
editor = {Benjamin Kuipers and
Bonnie L. Webber},
title = {Probabilistic Learning in Bayesian and Stochastic Neural Networks},
booktitle = {Proceedings of the Fourteenth National Conference on Artificial Intelligence
and Ninth Innovative Applications of Artificial Intelligence Conference,
{AAAI} 97, {IAAI} 97, July 27-31, 1997, Providence, Rhode Island,
{USA}},
pages = {810},
publisher = {{AAAI} Press / The {MIT} Press},
year = {1997},
url = {http://www.aaai.org/Library/AAAI/1997/aaai97-141.php},
timestamp = {Tue, 05 Sep 2023 08:53:09 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Hsu97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icnn/Hsu97,
author = {William H. Hsu},
title = {A position paper on statistical inference techniques which integrate
neural network and Bayesian network models},
booktitle = {Proceedings of International Conference on Neural Networks (ICNN'97),
Houston, TX, USA, June 9-12, 1997},
pages = {1972--1977},
publisher = {{IEEE}},
year = {1997},
url = {https://doi.org/10.1109/ICNN.1997.614201},
doi = {10.1109/ICNN.1997.614201},
timestamp = {Fri, 16 Aug 2019 17:38:27 +0200},
biburl = {https://dblp.org/rec/conf/icnn/Hsu97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spe/HsuZ95,
author = {William H. Hsu and
Amy E. Zwarico},
title = {Automatic Synthesis of Compression Techniques for Heterogeneous},
journal = {Softw. Pract. Exp.},
volume = {25},
number = {10},
pages = {1097--1116},
year = {1995},
url = {https://doi.org/10.1002/spe.4380251003},
doi = {10.1002/SPE.4380251003},
timestamp = {Thu, 09 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spe/HsuZ95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/DelcherKGH93,
author = {Arthur L. Delcher and
Simon Kasif and
Harry R. Goldberg and
William H. Hsu},
editor = {Richard Fikes and
Wendy G. Lehnert},
title = {Probabilistic Prediction of Protein Secondary Structure Using Causal
Networks (Extended Abstract)},
booktitle = {Proceedings of the 11th National Conference on Artificial Intelligence.
Washington, DC, USA, July 11-15, 1993},
pages = {316--321},
publisher = {{AAAI} Press / The {MIT} Press},
year = {1993},
url = {http://www.aaai.org/Library/AAAI/1993/aaai93-048.php},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/DelcherKGH93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismb/DelcherKGH93,
author = {Arthur L. Delcher and
Simon Kasif and
Harry R. Goldberg and
William H. Hsu},
editor = {Lawrence Hunter and
David B. Searls and
Jude W. Shavlik},
title = {Protein Secondary-Structure Modeling with Probabilistic Networks},
booktitle = {Proceedings of the 1st International Conference on Intelligent Systems
for Molecular Biology, Bethesda, MD, USA, July 1993},
pages = {109--117},
publisher = {{AAAI}},
year = {1993},
url = {http://www.aaai.org/Library/ISMB/1993/ismb93-013.php},
timestamp = {Thu, 13 Dec 2012 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ismb/DelcherKGH93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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