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ORCIDBibTeX records: David C. Anastasiu
@article{DBLP:journals/fcomp/KapoorAC25,
author = {Raghav Kapoor and
David C. Anastasiu and
Sean Choi},
title = {{ML-NIC:} accelerating machine learning inference using smart network
interface cards},
journal = {Frontiers Comput. Sci.},
volume = {6},
year = {2025},
url = {https://doi.org/10.3389/fcomp.2024.1493399},
doi = {10.3389/FCOMP.2024.1493399},
timestamp = {Sun, 27 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fcomp/KapoorAC25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/LiA25,
author = {Yanhong Li and
David C. Anastasiu},
title = {{MC-ANN:} {A} Mixture Clustering-Based Attention Neural Network for
Time Series Forecasting},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {47},
number = {8},
pages = {6888--6899},
year = {2025},
url = {https://doi.org/10.1109/TPAMI.2025.3565224},
doi = {10.1109/TPAMI.2025.3565224},
timestamp = {Sun, 02 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/LiA25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/KachhadiyaPA25,
author = {Ridham Kachhadiya and
Dhanishtha Patil and
David C. Anastasiu},
title = {Multi-Agent Cooperation for Traffic Safety Description and Analysis},
booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2025
- Workshops, Honolulu, HI, USA, October 19-20, 2025},
pages = {5486--5494},
publisher = {{IEEE}},
year = {2025},
url = {https://doi.org/10.1109/ICCVW69036.2025.00574},
doi = {10.1109/ICCVW69036.2025.00574},
timestamp = {Mon, 09 Mar 2026 17:33:02 +0100},
biburl = {https://dblp.org/rec/conf/iccv/KachhadiyaPA25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/TangWACSKKGBOAHKLZZRJKM25,
author = {Zheng Tang and
Shuo Wang and
David C. Anastasiu and
Ming{-}Ching Chang and
Anuj Sharma and
Quan Kong and
Norimasa Kobori and
Munkhjargal Gochoo and
Ganzorig Batnasan and
Munkh{-}Erdene Otgonbold and
Fady Alnajjar and
Jun{-}Wei Hsieh and
Tomasz Kornuta and
Xiaolong Li and
Yilin Zhao and
Han Zhang and
Subhashree Radhakrishnan and
Arihant Jain and
Ratnesh Kumar and
Vidya N. Murali and
Yuxing Wang and
Sameer Satish Pusegaonkar and
Yizhou Wang and
Sujit Biswas and
Xunlei Wu and
Zhedong Zheng and
Pranamesh Chakraborty and
Rama Chellappa},
title = {The 9th {AI} City Challenge},
booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2025
- Workshops, Honolulu, HI, USA, October 19-20, 2025},
pages = {5526--5535},
publisher = {{IEEE}},
year = {2025},
url = {https://doi.org/10.1109/ICCVW69036.2025.00579},
doi = {10.1109/ICCVW69036.2025.00579},
timestamp = {Mon, 09 Mar 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/TangWACSKKGBOAHKLZZRJKM25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isvlsi/SinghA25,
author = {Paramdeep Singh and
David C. Anastasiu},
title = {Efficient Deployment of Very Wide and Very Deep Hypersparse FFNs on
{FPGA}},
booktitle = {{IEEE} Computer Society Annual Symposium on VLSI, {ISVLSI} 2025, Kalamata,
Greece, July 6-9, 2025},
pages = {1--6},
publisher = {{IEEE}},
year = {2025},
url = {https://doi.org/10.1109/ISVLSI65124.2025.11130305},
doi = {10.1109/ISVLSI65124.2025.11130305},
timestamp = {Tue, 02 Sep 2025 18:25:57 +0200},
biburl = {https://dblp.org/rec/conf/isvlsi/SinghA25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/LiA25,
author = {Yanhong Li and
David C. Anastasiu},
editor = {Xintao Wu and
Myra Spiliopoulou and
Can Wang and
Vipin Kumar and
Longbing Cao and
Xiangmin Zhou and
Guansong Pang and
Jo{\~{a}}o Gama},
title = {PFformer: {A} Position-Free Transformer Variant for Extreme-Adaptive
Multivariate Time Series Forecasting},
booktitle = {Data Science: Foundations and Applications - 29th Pacific-Asia Conference
on Knowledge Discovery and Data Mining, {PAKDD} 2025, Sydney, NSW,
Australia, June 10-13, 2025, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
pages = {185--197},
publisher = {Springer},
year = {2025},
url = {https://doi.org/10.1007/978-981-96-8295-9\_13},
doi = {10.1007/978-981-96-8295-9\_13},
timestamp = {Mon, 07 Jul 2025 08:12:28 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/LiA25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Anastasiu25,
author = {David C. Anastasiu},
editor = {Vagelis Papalexakis and
Matteo Riondato and
Elena Zheleva and
Tim Weninger and
Wei Ding},
title = {Explainable {AI} for Real-Time Video Anomaly Anticipation},
booktitle = {Proceedings of the 2025 {SIAM} International Conference on Data Mining,
{SDM} 2025, Alexandria, VA, USA, May 1-3, 2025},
pages = {339--342},
publisher = {{SIAM}},
year = {2025},
url = {https://doi.org/10.1137/1.9781611978520.35},
doi = {10.1137/1.9781611978520.35},
timestamp = {Wed, 27 Aug 2025 16:11:30 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Anastasiu25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2502-20571,
author = {Yanhong Li and
David C. Anastasiu},
title = {PFformer: {A} Position-Free Transformer Variant for Extreme-Adaptive
Multivariate Time Series Forecasting},
journal = {CoRR},
volume = {abs/2502.20571},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2502.20571},
doi = {10.48550/ARXIV.2502.20571},
eprinttype = {arXiv},
eprint = {2502.20571},
timestamp = {Fri, 21 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2502-20571.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2508-13564,
author = {Zheng Tang and
Shuo Wang and
David C. Anastasiu and
Ming{-}Ching Chang and
Anuj Sharma and
Quan Kong and
Norimasa Kobori and
Munkhjargal Gochoo and
Ganzorig Batnasan and
Munkh{-}Erdene Otgonbold and
Fady Alnajjar and
Jun{-}Wei Hsieh and
Tomasz Kornuta and
Xiaolong Li and
Yilin Zhao and
Han Zhang and
Subhashree Radhakrishnan and
Arihant Jain and
Ratnesh Kumar and
Vidya N. Murali and
Yuxing Wang and
Sameer Satish Pusegaonkar and
Yizhou Wang and
Sujit Biswas and
Xunlei Wu and
Zhedong Zheng and
Pranamesh Chakraborty and
Rama Chellappa},
title = {The 9th {AI} City Challenge},
journal = {CoRR},
volume = {abs/2508.13564},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2508.13564},
doi = {10.48550/ARXIV.2508.13564},
eprinttype = {arXiv},
eprint = {2508.13564},
timestamp = {Wed, 25 Feb 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2508-13564.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2510-21011,
author = {Ilona van der Linden and
Sahana Kumar and
Arnav Dixit and
Aadi Sudan and
Smruthi Danda and
David C. Anastasiu and
Kai Lukoff},
title = {Race and Gender in LLM-Generated Personas: {A} Large-Scale Audit of
41 Occupations},
journal = {CoRR},
volume = {abs/2510.21011},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2510.21011},
doi = {10.48550/ARXIV.2510.21011},
eprinttype = {arXiv},
eprint = {2510.21011},
timestamp = {Sat, 15 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2510-21011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/LiA24,
author = {Yanhong Li and
David C. Anastasiu},
title = {Multivariate Segment Expandable Encoder-Decoder Model for Time Series
Forecasting},
journal = {{IEEE} Access},
volume = {12},
pages = {185012--185026},
year = {2024},
url = {https://doi.org/10.1109/ACCESS.2024.3513256},
doi = {10.1109/ACCESS.2024.3513256},
timestamp = {Wed, 08 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/LiA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiXA24,
author = {Yanhong Li and
Jack Xu and
David C. Anastasiu},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Learning from Polar Representation: An Extreme-Adaptive Model for
Long-Term Time Series Forecasting},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {171--179},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i1.27768},
doi = {10.1609/AAAI.V38I1.27768},
timestamp = {Wed, 18 Mar 2026 17:07:12 +0100},
biburl = {https://dblp.org/rec/conf/aaai/LiXA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhouA24,
author = {Sicheng Zhou and
David C. Anastasiu},
editor = {Edoardo Serra and
Francesca Spezzano},
title = {Long-Term Hydrologic Time Series Prediction with {LSPM}},
booktitle = {Proceedings of the 33rd {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2024, Boise, ID, USA, October 21-25,
2024},
pages = {4308--4312},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3627673.3679957},
doi = {10.1145/3627673.3679957},
timestamp = {Sun, 19 Jan 2025 13:12:29 +0100},
biburl = {https://dblp.org/rec/conf/cikm/ZhouA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/WangATCY0RASCPK22,
author = {Shuo Wang and
David C. Anastasiu and
Zheng Tang and
Ming{-}Ching Chang and
Yue Yao and
Liang Zheng and
Mohammed Shaiqur Rahman and
Meenakshi S. Arya and
Anuj Sharma and
Pranamesh Chakraborty and
Sanjita Prajapati and
Quan Kong and
Norimasa Kobori and
Munkhjargal Gochoo and
Munkh{-}Erdene Otgonbold and
Fady Alnajjar and
Ganzorig Batnasan and
Ping{-}Yang Chen and
Jun{-}Wei Hsieh and
Xunlei Wu and
Sameer Satish Pusegaonkar and
Yizhou Wang and
Sujit Biswas and
Rama Chellappa},
title = {The 8th {AI} City Challenge},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2024 - Workshops, Seattle, WA, USA, June 17-18, 2024},
pages = {7261--7272},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/CVPRW63382.2024.00722},
doi = {10.1109/CVPRW63382.2024.00722},
timestamp = {Sat, 15 Nov 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/WangATCY0RASCPK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-09432,
author = {Shuo Wang and
David C. Anastasiu and
Zheng Tang and
Ming{-}Ching Chang and
Yue Yao and
Liang Zheng and
Mohammed Shaiqur Rahman and
Meenakshi S. Arya and
Anuj Sharma and
Pranamesh Chakraborty and
Sanjita Prajapati and
Quan Kong and
Norimasa Kobori and
Munkhjargal Gochoo and
Munkh{-}Erdene Otgonbold and
Fady Alnajjar and
Ganzorig Batnasan and
Ping{-}Yang Chen and
Jun{-}Wei Hsieh and
Xunlei Wu and
Sameer Satish Pusegaonkar and
Yizhou Wang and
Sujit Biswas and
Rama Chellappa},
title = {The 8th {AI} City Challenge},
journal = {CoRR},
volume = {abs/2404.09432},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.09432},
doi = {10.48550/ARXIV.2404.09432},
eprinttype = {arXiv},
eprint = {2404.09432},
timestamp = {Wed, 25 Feb 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-09432.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-15350,
author = {Quan Kong and
Yuki Kawana and
Rajat Saini and
Ashutosh Kumar and
Jingjing Pan and
Ta Gu and
Yohei Ozao and
Balazs Opra and
David C. Anastasiu and
Yoichi Sato and
Norimasa Kobori},
title = {{WTS:} {A} Pedestrian-Centric Traffic Video Dataset for Fine-grained
Spatial-Temporal Understanding},
journal = {CoRR},
volume = {abs/2407.15350},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.15350},
doi = {10.48550/ARXIV.2407.15350},
eprinttype = {arXiv},
eprint = {2407.15350},
timestamp = {Tue, 24 Mar 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-15350.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bib/LiNAA23,
author = {Yijia Li and
Jonathan Nguyen and
David C. Anastasiu and
Edgar A. Arriaga},
title = {CosTaL: an accurate and scalable graph-based clustering algorithm
for high-dimensional single-cell data analysis},
journal = {Briefings Bioinform.},
volume = {24},
number = {3},
year = {2023},
url = {https://doi.org/10.1093/bib/bbad157},
doi = {10.1093/BIB/BBAD157},
timestamp = {Tue, 16 Dec 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bib/LiNAA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiXA23,
author = {Yanhong Li and
Jack Xu and
David C. Anastasiu},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {An Extreme-Adaptive Time Series Prediction Model Based on Probability-Enhanced
{LSTM} Neural Networks},
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 = {8684--8691},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i7.26045},
doi = {10.1609/AAAI.V37I7.26045},
timestamp = {Wed, 18 Mar 2026 17:07:12 +0100},
biburl = {https://dblp.org/rec/conf/aaai/LiXA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/LiXA23,
author = {Yanhong Li and
Jack Xu and
David C. Anastasiu},
editor = {Jingrui He and
Themis Palpanas and
Xiaohua Hu and
Alfredo Cuzzocrea and
Dejing Dou and
Dominik Slezak and
Wei Wang and
Aleksandra Gruca and
Jerry Chun{-}Wei Lin and
Rakesh Agrawal},
title = {{SEED:} An Effective Model for Highly-Skewed Streamflow Time Series
Data Forecasting},
booktitle = {{IEEE} International Conference on Big Data, BigData 2023, Sorrento,
Italy, December 15-18, 2023},
pages = {728--737},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/BigData59044.2023.10386959},
doi = {10.1109/BIGDATA59044.2023.10386959},
timestamp = {Tue, 20 Aug 2024 07:54:43 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/LiXA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/VatsA23,
author = {Arpita Vats and
David C. Anastasiu},
title = {Enhancing Retail Checkout through Video Inpainting, YOLOv8 Detection,
and DeepSort Tracking},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023 - Workshops, Vancouver, BC, Canada, June 17-24, 2023},
pages = {5530--5537},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPRW59228.2023.00585},
doi = {10.1109/CVPRW59228.2023.00585},
timestamp = {Wed, 23 Aug 2023 16:23:26 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/VatsA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/NaphadeWATCYZRASFASCPLLKJC23,
author = {Milind Naphade and
Shuo Wang and
David C. Anastasiu and
Zheng Tang and
Ming{-}Ching Chang and
Yue Yao and
Liang Zheng and
Mohammed Shaiqur Rahman and
Meenakshi S. Arya and
Anuj Sharma and
Qi Feng and
Vitaly Ablavsky and
Stan Sclaroff and
Pranamesh Chakraborty and
Sanjita Prajapati and
Alice Li and
Shangru Li and
Krishna Kunadharaju and
Shenxin Jiang and
Rama Chellappa},
title = {The 7th {AI} City Challenge},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023 - Workshops, Vancouver, BC, Canada, June 17-24, 2023},
pages = {5538--5548},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPRW59228.2023.00586},
doi = {10.1109/CVPRW59228.2023.00586},
timestamp = {Wed, 25 Feb 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/NaphadeWATCYZRASFASCPLLKJC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-07500,
author = {Milind Naphade and
Shuo Wang and
David C. Anastasiu and
Zheng Tang and
Ming{-}Ching Chang and
Yue Yao and
Liang Zheng and
Mohammed Shaiqur Rahman and
Meenakshi S. Arya and
Anuj Sharma and
Qi Feng and
Vitaly Ablavsky and
Stan Sclaroff and
Pranamesh Chakraborty and
Sanjita Prajapati and
Alice Li and
Shangru Li and
Krishna Kunadharaju and
Shenxin Jiang and
Rama Chellappa},
title = {The 7th {AI} City Challenge},
journal = {CoRR},
volume = {abs/2304.07500},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.07500},
doi = {10.48550/ARXIV.2304.07500},
eprinttype = {arXiv},
eprint = {2304.07500},
timestamp = {Wed, 25 Feb 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-07500.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-08763,
author = {Yanhong Li and
Jack Xu and
David C. Anastasiu},
title = {Learning from Polar Representation: An Extreme-Adaptive Model for
Long-Term Time Series Forecasting},
journal = {CoRR},
volume = {abs/2312.08763},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.08763},
doi = {10.48550/ARXIV.2312.08763},
eprinttype = {arXiv},
eprint = {2312.08763},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-08763.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/is/TagarelliZACV22,
author = {Andrea Tagarelli and
Ester Zumpano and
David C. Anastasiu and
Andrea Cal{\`{\i}} and
Gottfried Vossen},
title = {"\emph{Managing, Mining and Learning in the Legal Data Domain}"},
journal = {Inf. Syst.},
volume = {106},
pages = {101981},
year = {2022},
url = {https://doi.org/10.1016/j.is.2022.101981},
doi = {10.1016/J.IS.2022.101981},
timestamp = {Wed, 25 Feb 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/is/TagarelliZACV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/VatsA22,
author = {Arpita Vats and
David C. Anastasiu},
title = {Key Point-Based Driver Activity Recognition},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition Workshops,
{CVPR} Workshops 2022, New Orleans, LA, USA, June 19-20, 2022},
pages = {3273--3280},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPRW56347.2022.00370},
doi = {10.1109/CVPRW56347.2022.00370},
timestamp = {Mon, 29 Aug 2022 11:44:03 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/VatsA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/NaphadeWATCY0RV22,
author = {Milind Naphade and
Shuo Wang and
David C. Anastasiu and
Zheng Tang and
Ming{-}Ching Chang and
Yue Yao and
Liang Zheng and
Mohammed Shaiqur Rahman and
Archana Venkatachalapathy and
Anuj Sharma and
Qi Feng and
Vitaly Ablavsky and
Stan Sclaroff and
Pranamesh Chakraborty and
Alice Li and
Shangru Li and
Rama Chellappa},
title = {The 6th {AI} City Challenge},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition Workshops,
{CVPR} Workshops 2022, New Orleans, LA, USA, June 19-20, 2022},
pages = {3346--3355},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPRW56347.2022.00378},
doi = {10.1109/CVPRW56347.2022.00378},
timestamp = {Wed, 25 Feb 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/NaphadeWATCY0RV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ectel/VatsGA22,
author = {Arpita Vats and
Gheorghi Guzun and
David C. Anastasiu},
editor = {Isabel Hilliger and
Pedro J. Mu{\~{n}}oz{-}Merino and
Tinne De Laet and
Alejandro Ortega{-}Arranz and
Tracie Farrell},
title = {{CLP:} {A} Platform for Competitive Learning},
booktitle = {Educating for a New Future: Making Sense of Technology-Enhanced Learning
Adoption - 17th European Conference on Technology Enhanced Learning,
{EC-TEL} 2022, Toulouse, France, September 12-16, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
pages = {615--622},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-16290-9\_58},
doi = {10.1007/978-3-031-16290-9\_58},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ectel/VatsGA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ghtc/WhelanPBA22,
author = {Alex Whelan and
Soham Phadke and
Alessandro Bellofiore and
David C. Anastasiu},
title = {On-Device Prediction for Chronic Kidney Disease},
booktitle = {{IEEE} Global Humanitarian Technology Conference, {GHTC} 2022, Santa
Clara, CA, USA, September 8-11, 2022},
pages = {325--332},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/GHTC55712.2022.9910606},
doi = {10.1109/GHTC55712.2022.9910606},
timestamp = {Fri, 21 Oct 2022 16:47:29 +0200},
biburl = {https://dblp.org/rec/conf/ghtc/WhelanPBA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-08096,
author = {Mohammed Shaiqur Rahman and
Archana Venkatachalapathy and
Anuj Sharma and
Jiyang Wang and
Senem Velipasalar Gursoy and
David C. Anastasiu and
Shuo Wang},
title = {Synthetic Distracted Driving (SynDD1) dataset for analyzing distracted
behaviors and various gaze zones of a driver},
journal = {CoRR},
volume = {abs/2204.08096},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.08096},
doi = {10.48550/ARXIV.2204.08096},
eprinttype = {arXiv},
eprint = {2204.08096},
timestamp = {Wed, 25 Feb 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-08096.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-10380,
author = {Milind Naphade and
Shuo Wang and
David C. Anastasiu and
Zheng Tang and
Ming{-}Ching Chang and
Yue Yao and
Liang Zheng and
Mohammed Shaiqur Rahman and
Archana Venkatachalapathy and
Anuj Sharma and
Qi Feng and
Vitaly Ablavsky and
Stan Sclaroff and
Pranamesh Chakraborty and
Alice Li and
Shangru Li and
Rama Chellappa},
title = {The 6th {AI} City Challenge},
journal = {CoRR},
volume = {abs/2204.10380},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.10380},
doi = {10.48550/ARXIV.2204.10380},
eprinttype = {arXiv},
eprint = {2204.10380},
timestamp = {Wed, 25 Feb 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-10380.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-15891,
author = {Yanhong Li and
Jack Xu and
David C. Anastasiu},
title = {An Extreme-Adaptive Time Series Prediction Model Based on Probability-Enhanced
{LSTM} Neural Networks},
journal = {CoRR},
volume = {abs/2211.15891},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.15891},
doi = {10.48550/ARXIV.2211.15891},
eprinttype = {arXiv},
eprint = {2211.15891},
timestamp = {Fri, 02 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-15891.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/NaphadeWATC0Y0C21,
author = {Milind Naphade and
Shuo Wang and
David C. Anastasiu and
Zheng Tang and
Ming{-}Ching Chang and
Xiaodong Yang and
Yue Yao and
Liang Zheng and
Pranamesh Chakraborty and
Christian E. L{\'{o}}pez and
Anuj Sharma and
Qi Feng and
Vitaly Ablavsky and
Stan Sclaroff},
title = {The 5th {AI} City Challenge},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition Workshops,
{CVPR} Workshops 2021, virtual, June 19-25, 2021},
pages = {4263--4273},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2021},
url = {https://openaccess.thecvf.com/content/CVPR2021W/AICity/html/Naphade\_The\_5th\_AI\_City\_Challenge\_CVPRW\_2021\_paper.html},
doi = {10.1109/CVPRW53098.2021.00482},
timestamp = {Wed, 25 Feb 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/NaphadeWATC0Y0C21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-12233,
author = {Milind Naphade and
Shuo Wang and
David C. Anastasiu and
Zheng Tang and
Ming{-}Ching Chang and
Xiaodong Yang and
Yue Yao and
Liang Zheng and
Pranamesh Chakraborty and
Anuj Sharma and
Qi Feng and
Vitaly Ablavsky and
Stan Sclaroff},
title = {The 5th {AI} City Challenge},
journal = {CoRR},
volume = {abs/2104.12233},
year = {2021},
url = {https://arxiv.org/abs/2104.12233},
eprinttype = {arXiv},
eprint = {2104.12233},
timestamp = {Fri, 24 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-12233.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/NaphadeWATCY0SC20,
author = {Milind Naphade and
Shuo Wang and
David C. Anastasiu and
Zheng Tang and
Ming{-}Ching Chang and
Xiaodong Yang and
Liang Zheng and
Anuj Sharma and
Rama Chellappa and
Pranamesh Chakraborty},
title = {The 4th {AI} City Challenge},
booktitle = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} Workshops 2020, Seattle, WA, USA, June 14-19, 2020},
pages = {2665--2674},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2020},
url = {https://openaccess.thecvf.com/content\_CVPRW\_2020/html/w35/Naphade\_The\_4th\_AI\_City\_Challenge\_CVPRW\_2020\_paper.html},
doi = {10.1109/CVPRW50498.2020.00321},
timestamp = {Wed, 25 Feb 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/NaphadeWATCY0SC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-14619,
author = {Milind Naphade and
Shuo Wang and
David C. Anastasiu and
Zheng Tang and
Ming{-}Ching Chang and
Xiaodong Yang and
Liang Zheng and
Anuj Sharma and
Rama Chellappa and
Pranamesh Chakraborty},
title = {The 4th {AI} City Challenge},
journal = {CoRR},
volume = {abs/2004.14619},
year = {2020},
url = {https://arxiv.org/abs/2004.14619},
eprinttype = {arXiv},
eprint = {2004.14619},
timestamp = {Fri, 24 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-14619.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jpdc/AnastasiuK19,
author = {David C. Anastasiu and
George Karypis},
title = {Parallel cosine nearest neighbor graph construction},
journal = {J. Parallel Distributed Comput.},
volume = {129},
pages = {61--82},
year = {2019},
url = {https://doi.org/10.1016/j.jpdc.2017.11.016},
doi = {10.1016/J.JPDC.2017.11.016},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jpdc/AnastasiuK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataservice/MohanMSVA19,
author = {Saloni Mohan and
Sahitya Mullapudi and
Sudheer Sammeta and
Parag Vijayvergia and
David C. Anastasiu},
title = {Stock Price Prediction Using News Sentiment Analysis},
booktitle = {{IEEE} Fifth International Conference on Big Data Computing Service
and Applications, BigDataService 2019, Newark, CA, USA, April 4-9,
2019},
pages = {205--208},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/BigDataService.2019.00035},
doi = {10.1109/BIGDATASERVICE.2019.00035},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/bigdataservice/MohanMSVA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/NaphadeTCASCWCH19,
author = {Milind Naphade and
Zheng Tang and
Ming{-}Ching Chang and
David C. Anastasiu and
Anuj Sharma and
Rama Chellappa and
Shuo Wang and
Pranamesh Chakraborty and
Tingting Huang and
Jenq{-}Neng Hwang and
Siwei Lyu},
title = {The 2019 {AI} City Challenge},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition Workshops,
{CVPR} Workshops 2019, Long Beach, CA, USA, June 16-20, 2019},
pages = {452--460},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2019},
url = {http://openaccess.thecvf.com/content\_CVPRW\_2019/html/AI\_City/Naphade\_The\_2019\_AI\_City\_Challenge\_CVPRW\_2019\_paper.html},
timestamp = {Fri, 24 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/NaphadeTCASCWCH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/TangN0YBWKAH19,
author = {Zheng Tang and
Milind Naphade and
Ming{-}Yu Liu and
Xiaodong Yang and
Stan Birchfield and
Shuo Wang and
Ratnesh Kumar and
David C. Anastasiu and
Jenq{-}Neng Hwang},
title = {CityFlow: {A} City-Scale Benchmark for Multi-Target Multi-Camera Vehicle
Tracking and Re-Identification},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2019, Long Beach, CA, USA, June 16-20, 2019},
pages = {8797--8806},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2019},
url = {http://openaccess.thecvf.com/content\_CVPR\_2019/html/Tang\_CityFlow\_A\_City-Scale\_Benchmark\_for\_Multi-Target\_Multi-Camera\_Vehicle\_Tracking\_and\_CVPR\_2019\_paper.html},
doi = {10.1109/CVPR.2019.00900},
timestamp = {Mon, 30 Aug 2021 17:01:14 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/TangN0YBWKAH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/AnastasiuRT19,
author = {David C. Anastasiu and
Huzefa Rangwala and
Andrea Tagarelli},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {Tutorial: Are You My Neighbor?: Bringing Order to Neighbor Computing
Problems},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {3241--3242},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3332292},
doi = {10.1145/3292500.3332292},
timestamp = {Tue, 20 Aug 2024 07:54:44 +0200},
biburl = {https://dblp.org/rec/conf/kdd/AnastasiuRT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mobilecloud/UpadhayulaRVVA19,
author = {Anupama Upadhayula and
Avinash Ravilla and
Ishwarya Varadarajan and
Sowmya Viswanathan and
David C. Anastasiu},
title = {Study Area Recommendation via Network Log Analytics},
booktitle = {7th {IEEE} International Conference on Mobile Cloud Computing, Services,
and Engineering, MobileCloud 2019, Newark, CA, USA, April 4-9, 2019},
pages = {48--55},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/MobileCloud.2019.00014},
doi = {10.1109/MOBILECLOUD.2019.00014},
timestamp = {Wed, 16 Oct 2019 14:14:54 +0200},
biburl = {https://dblp.org/rec/conf/mobilecloud/UpadhayulaRVVA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sose/HuaA19,
author = {Shuai Hua and
David C. Anastasiu},
title = {Effective Vehicle Tracking Algorithm for Smart Traffic Networks},
booktitle = {13th {IEEE} International Conference on Service-Oriented System Engineering,
{SOSE} 2019, San Francisco, CA, USA, April 4-9, 2019},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/SOSE.2019.00019},
doi = {10.1109/SOSE.2019.00019},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/sose/HuaA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-09254,
author = {Zheng Tang and
Milind Naphade and
Ming{-}Yu Liu and
Xiaodong Yang and
Stan Birchfield and
Shuo Wang and
Ratnesh Kumar and
David C. Anastasiu and
Jenq{-}Neng Hwang},
title = {CityFlow: {A} City-Scale Benchmark for Multi-Target Multi-Camera Vehicle
Tracking and Re-Identification},
journal = {CoRR},
volume = {abs/1903.09254},
year = {2019},
url = {http://arxiv.org/abs/1903.09254},
eprinttype = {arXiv},
eprint = {1903.09254},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-09254.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/GaikwadMA18,
author = {Swapnil Gaikwad and
Melody Moh and
David C. Anastasiu},
editor = {Alfredo Cuzzocrea and
James Allan and
Norman W. Paton and
Divesh Srivastava and
Rakesh Agrawal and
Andrei Z. Broder and
Mohammed J. Zaki and
K. Sel{\c{c}}uk Candan and
Alexandros Labrinidis and
Assaf Schuster and
Haixun Wang},
title = {Data Structure for Efficient Line of Sight Queries},
booktitle = {Proceedings of the 27th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2018, Torino, Italy, October 22-26,
2018},
pages = {1535--1538},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3269206.3269238},
doi = {10.1145/3269206.3269238},
timestamp = {Wed, 26 Nov 2025 21:50:49 +0100},
biburl = {https://dblp.org/rec/conf/cikm/GaikwadMA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/NaphadeCSAJCHW018,
author = {Milind Naphade and
Ming{-}Ching Chang and
Anuj Sharma and
David C. Anastasiu and
Vamsi Jagarlamudi and
Pranamesh Chakraborty and
Tingting Huang and
Shuo Wang and
Ming{-}Yu Liu and
Rama Chellappa and
Jenq{-}Neng Hwang and
Siwei Lyu},
title = {The 2018 {NVIDIA} {AI} City Challenge},
booktitle = {2018 {IEEE} Conference on Computer Vision and Pattern Recognition
Workshops, {CVPR} Workshops 2018, Salt Lake City, UT, USA, June 18-22,
2018},
pages = {53--60},
publisher = {Computer Vision Foundation / {IEEE} Computer Society},
year = {2018},
url = {http://openaccess.thecvf.com/content\_cvpr\_2018\_workshops/w3/html/Naphade\_The\_2018\_NVIDIA\_CVPR\_2018\_paper.html},
doi = {10.1109/CVPRW.2018.00015},
timestamp = {Fri, 24 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/NaphadeCSAJCHW018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/HuaKA18,
author = {Shuai Hua and
Manika Kapoor and
David C. Anastasiu},
title = {Vehicle Tracking and Speed Estimation From Traffic Videos},
booktitle = {2018 {IEEE} Conference on Computer Vision and Pattern Recognition
Workshops, {CVPR} Workshops 2018, Salt Lake City, UT, USA, June 18-22,
2018},
pages = {153--160},
publisher = {Computer Vision Foundation / {IEEE} Computer Society},
year = {2018},
url = {http://openaccess.thecvf.com/content\_cvpr\_2018\_workshops/w3/html/Hua\_Vehicle\_Tracking\_and\_CVPR\_2018\_paper.html},
doi = {10.1109/CVPRW.2018.00028},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/HuaKA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fie/KapoorHA18,
author = {Manika Kapoor and
Shuai Hua and
David C. Anastasiu},
title = {Improving Student Motivation through Competitive Active Learning},
booktitle = {{IEEE} Frontiers in Education Conference, {FIE} 2018, San Jose, CA,
USA, October 3-6, 2018},
pages = {1--5},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/FIE.2018.8658442},
doi = {10.1109/FIE.2018.8658442},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/fie/KapoorHA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/ws/18/ChristakopoulouSSRAK18,
author = {Evangelia Christakopoulou and
Shaden Smith and
Mohit Sharma and
Alex Richards and
David C. Anastasiu and
George Karypis},
editor = {Shlomo Berkovsky and
Iv{\'{a}}n Cantador and
Domonkos Tikk},
title = {Scalability and Distribution of Collaborative Recommenders},
booktitle = {Collaborative Recommendations - Algorithms, Practical Challenges and
Applications},
pages = {369--404},
publisher = {WorldScientific},
year = {2018},
url = {https://doi.org/10.1142/9789813275355\_0011},
doi = {10.1142/9789813275355\_0011},
timestamp = {Wed, 16 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/ws/18/ChristakopoulouSSRAK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdsa/AnastasiuK17,
author = {David C. Anastasiu and
George Karypis},
title = {Efficient identification of Tanimoto nearest neighbors},
journal = {Int. J. Data Sci. Anal.},
volume = {4},
number = {3},
pages = {153--172},
year = {2017},
url = {https://doi.org/10.1007/s41060-017-0064-z},
doi = {10.1007/S41060-017-0064-Z},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijdsa/AnastasiuK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uic/BhandaryMRTA17,
author = {Niveditha Bhandary and
Charles MacKay and
Alex Richards and
Ji Tong and
David C. Anastasiu},
title = {Robust classification of city roadway objects for traffic related
applications},
booktitle = {2017 {IEEE} SmartWorld, Ubiquitous Intelligence {\&} Computing,
Advanced {\&} Trusted Computed, Scalable Computing {\&} Communications,
Cloud {\&} Big Data Computing, Internet of People and Smart City
Innovation, SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2017, San Francisco,
CA, USA, August 4-8, 2017},
pages = {1--6},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/UIC-ATC.2017.8397668},
doi = {10.1109/UIC-ATC.2017.8397668},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/uic/BhandaryMRTA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uic/GaikwadA17,
author = {Swapnil Gaikwad and
David C. Anastasiu},
title = {Optimal constrained wireless emergency network antenna placement},
booktitle = {2017 {IEEE} SmartWorld, Ubiquitous Intelligence {\&} Computing,
Advanced {\&} Trusted Computed, Scalable Computing {\&} Communications,
Cloud {\&} Big Data Computing, Internet of People and Smart City
Innovation, SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2017, San Francisco,
CA, USA, August 4-8, 2017},
pages = {1--6},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/UIC-ATC.2017.8397562},
doi = {10.1109/UIC-ATC.2017.8397562},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uic/GaikwadA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uic/NaphadeASJJLCLG17,
author = {Milind Naphade and
David C. Anastasiu and
Anuj Sharma and
Vamsi Jagrlamudi and
Hyeran Jeon and
Kaikai Liu and
Ming{-}Ching Chang and
Siwei Lyu and
Jerry Zeyu Gao},
title = {The {NVIDIA} {AI} City Challenge},
booktitle = {2017 {IEEE} SmartWorld, Ubiquitous Intelligence {\&} Computing,
Advanced {\&} Trusted Computed, Scalable Computing {\&} Communications,
Cloud {\&} Big Data Computing, Internet of People and Smart City
Innovation, SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2017, San Francisco,
CA, USA, August 4-8, 2017},
pages = {1--6},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/UIC-ATC.2017.8397673},
doi = {10.1109/UIC-ATC.2017.8397673},
timestamp = {Wed, 25 Feb 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uic/NaphadeASJJLCLG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/AnastasiuK16,
author = {David C. Anastasiu and
George Karypis},
title = {Efficient Identification of Tanimoto Nearest Neighbors},
booktitle = {2016 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2016, Montreal, QC, Canada, October 17-19, 2016},
pages = {156--165},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/DSAA.2016.23},
doi = {10.1109/DSAA.2016.23},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/AnastasiuK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/AnastasiuK16,
author = {David C. Anastasiu and
George Karypis},
title = {Fast Parallel Cosine K-Nearest Neighbor Graph Construction},
booktitle = {6th Workshop on Irregular Applications: Architecture and Algorithms,
IA3@SC 2016, Salt Lake City, UT, USA, November 13, 2016},
pages = {50--53},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/IA3.2016.013},
doi = {10.1109/IA3.2016.013},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sc/AnastasiuK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/AnastasiuK15,
author = {David C. Anastasiu and
George Karypis},
editor = {James Bailey and
Alistair Moffat and
Charu C. Aggarwal and
Maarten de Rijke and
Ravi Kumar and
Vanessa Murdock and
Timos K. Sellis and
Jeffrey Xu Yu},
title = {L2Knng: Fast Exact K-Nearest Neighbor Graph Construction with L2-Norm
Pruning},
booktitle = {Proceedings of the 24th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2015, Melbourne, VIC, Australia,
October 19 - 23, 2015},
pages = {791--800},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2806416.2806534},
doi = {10.1145/2806416.2806534},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/AnastasiuK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/AnastasiuyRTK15,
author = {David C. Anastasiu and
Al Mamunur Rashid and
Andrea Tagarelli and
George Karypis},
editor = {Johannes Gehrke and
Wolfgang Lehner and
Kyuseok Shim and
Sang Kyun Cha and
Guy M. Lohman},
title = {Understanding computer usage evolution},
booktitle = {31st {IEEE} International Conference on Data Engineering, {ICDE} 2015,
Seoul, South Korea, April 13-17, 2015},
pages = {1549--1560},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICDE.2015.7113424},
doi = {10.1109/ICDE.2015.7113424},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/AnastasiuyRTK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/AnastasiuK15,
author = {David C. Anastasiu and
George Karypis},
editor = {Antonino Tumeo and
John Feo and
Oreste Villa},
title = {{PL2AP:} fast parallel cosine similarity search},
booktitle = {Proceedings of the 5th Workshop on Irregular Applications - Architectures
and Algorithms, {IA3} 2015, Austin, Texas, USA, November 15, 2015},
pages = {8:1--8:8},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2833179.2833182},
doi = {10.1145/2833179.2833182},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sc/AnastasiuK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/AnastasiuK14,
author = {David C. Anastasiu and
George Karypis},
editor = {Isabel F. Cruz and
Elena Ferrari and
Yufei Tao and
Elisa Bertino and
Goce Trajcevski},
title = {{L2AP:} Fast cosine similarity search with prefix {L-2} norm bounds},
booktitle = {{IEEE} 30th International Conference on Data Engineering, Chicago,
{ICDE} 2014, IL, USA, March 31 - April 4, 2014},
pages = {784--795},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICDE.2014.6816700},
doi = {10.1109/ICDE.2014.6816700},
timestamp = {Tue, 12 Nov 2024 10:12:41 +0100},
biburl = {https://dblp.org/rec/conf/icde/AnastasiuK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/fpm14/AnastasiuISK14,
author = {David C. Anastasiu and
Jeremy Iverson and
Shaden Smith and
George Karypis},
editor = {Charu C. Aggarwal and
Jiawei Han},
title = {Big Data Frequent Pattern Mining},
booktitle = {Frequent Pattern Mining},
pages = {225--259},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-07821-2\_10},
doi = {10.1007/978-3-319-07821-2\_10},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/fpm14/AnastasiuISK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/internet/GaoBAWZJ13,
author = {Byron J. Gao and
David Buttler and
David C. Anastasiu and
Shuaiqiang Wang and
Peng Zhang and
Joey Jan},
title = {User-Centric Organization of Search Results},
journal = {{IEEE} Internet Comput.},
volume = {17},
number = {3},
pages = {52--59},
year = {2013},
url = {https://doi.org/10.1109/MIC.2013.57},
doi = {10.1109/MIC.2013.57},
timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/internet/GaoBAWZJ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/www/AnastasiuGJK13,
author = {David C. Anastasiu and
Byron J. Gao and
Xing Jiang and
George Karypis},
title = {A novel two-box search paradigm for query disambiguation},
journal = {World Wide Web},
volume = {16},
number = {1},
pages = {1--29},
year = {2013},
url = {https://doi.org/10.1007/s11280-011-0154-0},
doi = {10.1007/S11280-011-0154-0},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/www/AnastasiuGJK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/crc/aggarwal13/AnastasiuTK13,
author = {David C. Anastasiu and
Andrea Tagarelli and
George Karypis},
editor = {Charu C. Aggarwal and
Chandan K. Reddy},
title = {Document Clustering: The Next Frontier},
booktitle = {Data Clustering: Algorithms and Applications},
pages = {305--338},
publisher = {{CRC} Press},
year = {2013},
timestamp = {Thu, 12 Mar 2020 11:24:04 +0100},
biburl = {https://dblp.org/rec/books/crc/aggarwal13/AnastasiuTK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/AnastasiuGB11,
author = {David C. Anastasiu and
Byron J. Gao and
David Buttler},
editor = {Craig Macdonald and
Iadh Ounis and
Ian Ruthven},
title = {A framework for personalized and collaborative clustering of search
results},
booktitle = {Proceedings of the 20th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2011, Glasgow, United Kingdom, October 24-28, 2011},
pages = {573--582},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2063576.2063662},
doi = {10.1145/2063576.2063662},
timestamp = {Thu, 28 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/AnastasiuGB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/AnastasiuGB11,
author = {Dragos C. Anastasiu and
Byron J. Gao and
David Buttler},
editor = {Wei{-}Ying Ma and
Jian{-}Yun Nie and
Ricardo Baeza{-}Yates and
Tat{-}Seng Chua and
W. Bruce Croft},
title = {ClusteringWiki: personalized and collaborative clustering of search
results},
booktitle = {Proceeding of the 34th International {ACM} {SIGIR} Conference on Research
and Development in Information Retrieval, {SIGIR} 2011, Beijing, China,
July 25-29, 2011},
pages = {1263--1264},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2009916.2010151},
doi = {10.1145/2009916.2010151},
timestamp = {Sun, 19 Jan 2025 13:11:15 +0100},
biburl = {https://dblp.org/rec/conf/sigir/AnastasiuGB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/GaoAJ10,
author = {Byron J. Gao and
David C. Anastasiu and
Xing Jiang},
editor = {Chu{-}Ren Huang and
Dan Jurafsky},
title = {Utilizing User-input Contextual Terms for Query Disambiguation},
booktitle = {{COLING} 2010, 23rd International Conference on Computational Linguistics,
Posters Volume, 23-27 August 2010, Beijing, China},
pages = {329--337},
publisher = {Chinese Information Processing Society of China},
year = {2010},
url = {https://aclanthology.org/C10-2038/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/coling/GaoAJ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/GaoXCA09,
author = {Byron J. Gao and
Mingji Xia and
Walter Cai and
David C. Anastasiu},
editor = {David Wai{-}Lok Cheung and
Il{-}Yeol Song and
Wesley W. Chu and
Xiaohua Hu and
Jimmy Lin},
title = {The gardener's problem for web information monitoring},
booktitle = {Proceedings of the 18th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2009, Hong Kong, China, November 2-6, 2009},
pages = {1525--1528},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1645953.1646162},
doi = {10.1145/1645953.1646162},
timestamp = {Fri, 27 Aug 2021 11:13:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/GaoXCA09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dmin/CaiAXG09,
author = {Walter Cai and
David C. Anastasiu and
Mingji Xia and
Byron J. Gao},
editor = {Robert Stahlbock and
Sven F. Crone and
Stefan Lessmann},
title = {{OLAP} For Multicriteria Maintenance Scheduling},
booktitle = {Proceedings of The 2009 International Conference on Data Mining, {DMIN}
2009, July 13-16, 2009, Las Vegas, {USA}},
pages = {35--41},
publisher = {{CSREA} Press},
year = {2009},
timestamp = {Wed, 28 Oct 2009 09:52:56 +0100},
biburl = {https://dblp.org/rec/conf/dmin/CaiAXG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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