Selected Publications

@article{whelan-WhelanEBA2024,
   author  = {Alex Whelan and Ragwa Elsayed and Alessandro Bellofiore and David C. Anastasiu},
   title   = {Selective Partitioned Regression for Accurate Kidney Health Monitoring},
   journal = {Annals of Biomedical Engineering},
   month   = {Feb},
   year    = {2024},
   issn    = {1573-9686},
   note    = {Journal Impact Factor: 4.0.},
}

@article{balakrishnan-BalakrishnanKPDKAR2023,
   author  = {Nivedha Balakrishnan and Rahul Katkar and Peter V. Pham and Taylor Downey and Prarthna Kashyap and David C. Anastasiu and Anand K. Ramasubramanian},
   title   = {Prospection of Peptide Inhibitors of Thrombin from Diverse Origins Using a Machine Learning Pipeline},
   journal = {Bioengineering},
   volume  = {10},
   number  = {11},
   year    = {2023},
   issn    = {2306-5354},
   note    = {Journal Impact Factor: 4.6.},
}

@article{li-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 in Bioinformatics},
   month   = {05},
   year    = {2023},
   issn    = {1477-4054},
   note    = {Journal Impact Factor: 6.8.},
}

@article{rahman-rahmanVSWGAW2023,
   author  = {Mohammed Shaiqur Rahman and Archana Venkatachalapathy and Anuj Sharma and Jiyang Wang and Senem Velipasalar Gursoy and David Anastasiu and Shuo Wang},
   title   = {Synthetic distracted driving (SynDD1) dataset for analyzing distracted behaviors and various gaze zones of a driver},
   journal = {Data in Brief},
   volume  = {46},
   month   = {Feb},
   year    = {2023},
   issn    = {2352-3409},
   pages   = {108793},
   note    = {Journal Impact Factor: 1.2.},
}

@article{tagarelli-tagarelliZAV2022,
   author     = {Andrea Tagarelli and Ester Zumpano and David C. Anastasiu and Andrea Calì and Gottfried Vossen},
   title      = {Managing, Mining and Learning in the Legal Data Domain},
   journal    = {Inf. Syst.},
   issue_date = {May 2022},
   volume     = {106},
   number     = {C},
   month      = {May},
   year       = {2022},
   issn       = {0306-4379},
   publisher  = {Elsevier Science Ltd.},
   address    = {GBR},
   note       = {Journal Impact Factor: 7.767.},
}

@article{bose-fim2022,
   author  = {Bipasa Bose and Taylor Downey and Anand K. Ramasubramanian and David C. Anastasiu},
   title   = {Identification of Distinct Characteristics of Antibiofilm Peptides and Prospection of Diverse Sources for Efficacious Sequences},
   journal = {Frontiers in Microbiology},
   volume  = {12},
   year    = {2022},
   issn    = {1664-302X},
   note    = {Journal Impact Factor: 6.064.},
}

@article{anastasiu-jbdat2020,
   author  = {David C. Anastasiu and Jack Gaul and Maria Vazhaeparambil and Meha Gaba and Prajval Sharma},
   title   = {Efficient City-Wide Multi-Class Multi-Movement Vehicle Counting: A Survey},
   journal = {Journal of Big Data Analytics in Transportation},
   volume  = {2},
   number  = {3},
   month   = {Dec},
   year    = {2020},
   issn    = {2523-3564},
   pages   = {235-250},
}

@article{anastasiu-jpdc2017,
   author  = {David C. Anastasiu and George Karypis},
   title   = {Parallel cosine nearest neighbor graph construction},
   journal = {Elsevier Journal of Parallel and Distributed Computing},
   series  = {JPDC'17},
   year    = {2017},
   issn    = {0743-7315},
   note    = {Journal Impact Factor: 1.815.},
}

@article{anastasiu-jdsa2017,
   author  = {David C. Anastasiu and George Karypis},
   title   = {Efficient identification of Tanimoto nearest neighbors; All Pairs Similarity Search Using the Extended Jaccard Coefficient},
   journal = {Springer International Journal of Data Science and Analytics},
   volume  = {4},
   number  = {3},
   month   = {Nov},
   series  = {JDSA'17},
   year    = {2017},
   issn    = {2364-4168},
   pages   = {153-172},
   note    = {Journal Impact Factor: 1.241.},
}

@article{anastasiu-statsref2017,
   author    = {David C. Anastasiu and Andrea Tagarelli},
   title     = {Document Clustering},
   journal   = {Wiley StatsRef: Statistics Reference Online},
   year      = {2017},
   pages     = {1-11},
   publisher = {American Cancer Society},
}

@article{anastasiu-novatica2016,
   author  = {David C. Anastasiu and Evangelia Christakopoulou and Shaden Smith and Mohit Sharma and George Karypis},
   title   = {Big Data and Recommender Systems},
   journal = {Novática: Journal of the Spanish Computer Scientist Association},
   volume  = {1},
   number  = {237},
   month   = {October},
   year    = {2016},
   pages   = {39-45},
}

@article{anastasiu-www2013,
   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},
   year    = {2013},
   pages   = {1-29},
   note    = {Journal Impact Factor: 0.653.},
}

@article{gao-ic2013,
   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 Computing},
   issue_date = {May 2013},
   volume     = {17},
   number     = {3},
   month      = {May},
   year       = {2013},
   issn       = {1089-7801},
   pages      = {52-59},
   address    = {Piscataway, NJ, USA},
   note       = {Journal Impact Factor: 0.758.},
}

@inproceedings{zhou-ZhouA2024,
   author    = {Sicheng Zhou and David C. Anastasiu},
   title     = {Long-Term Hydrologic Time Series Prediction with LSPM},
   booktitle = {Proceedings of the 33rd ACM International Conference on Information and Knowledge Management},
   series    = {CIKM '24},
   year      = {2024},
   pages     = {4308-4312},
   publisher = {Association for Computing Machinery},
   address   = {New York, NY, USA},
   location  = {Boise, ID, USA},
   note      = {Acceptance Rate: 27\%.},
}

@inproceedings{li-liAAAI24,
   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},
   volume    = {38},
   month     = {Mar.},
   booktitle = {Proceedings of the AAAI Conference on Artificial Intelligence},
   series    = {AAAI'24},
   year      = {2024},
   pages     = {171-179},
   publisher = {AAAI Press},
   note      = {Acceptance Rate: 23.75\%.},
}

@inproceedings{wang-aicitychallenge2024,
   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 Ganzorig Batnasan and Fady Alnajjar 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},
   month     = {June},
   booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
   year      = {2024},
}

@inproceedings{li-liAAAI23,
   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},
   booktitle = {Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence and Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence and Thirteenth Symposium on Educational Advances in Artificial Intelligence},
   series    = {AAAI'23/IAAI'23/EAAI'23},
   year      = {2023},
   publisher = {AAAI Press},
   note      = {Acceptance Rate: 19.6\%.},
}

@inproceedings{li-li2023BigData,
   author    = {Yanhong Li and Jack Xu and David C. Anastasiu},
   title     = {SEED: An Effective Model for Highly-Skewed Streamflow Time Series Data Forecasting},
   month     = {dec},
   booktitle = {2023 IEEE International Conference on Big Data (BigData)},
   year      = {2023},
   pages     = {728-737},
   publisher = {IEEE Computer Society},
   address   = {Los Alamitos, CA, USA},
   note      = {Acceptance Rate: 17.5\%.},
}

@inproceedings{naphade-aicitychallenge2023,
   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},
   month     = {June},
   booktitle = {2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)},
   year      = {2023},
   pages     = {5538-5548},
}

@inproceedings{vats-vatsA2023,
   author    = {Arpita Vats and David C. Anastasiu},
   title     = {Enhancing Retail Checkout through Video Inpainting, YOLOv8 Detection, and DeepSort Tracking},
   booktitle = {2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)},
   year      = {2023},
   pages     = {5530-5537},
}

@inproceedings{vats-vatsGA2022,
   author    = {Arpita Vats and Gheorghi Guzun and David C. Anastasiu},
   title     = {CLP: A Platform For Competitive Learning},
   booktitle = {Educating for a New Future: Making Sense of Technology-Enhanced Learning Adoption},
   year      = {2022},
   pages     = {615-622},
   publisher = {Springer-Verlag},
   address   = {Berlin, Heidelberg},
   location  = {Toulouse, France},
   note      = {Acceptance Rate: 28\%.},
}

@inproceedings{whelan-whelanPA2022,
   author    = {Alex Whelan and Soham Phadke and David C. Anastasiu},
   title     = {On-Device Prediction for Chronic Kidney Disease},
   booktitle = {2022 IEEE Global Humanitarian Technology Conference (GHTC)},
   series    = {GHTC 2022},
   year      = {2022},
   pages     = {325-332},
}

@inproceedings{clay-clayA2022,
   author    = {Dorian Clay and David C. Anastasiu},
   title     = {Expanding Neuro-Symbolic Artificial Intelligence for Strategic Learning},
   month     = {July},
   booktitle = {The 2022 KDD Undergraduate Consortium (KDD-UC)},
   year      = {2022},
}

@inproceedings{kapoor-kapoorNA2022,
   author    = {Raghav Kapoor and Casey Nguyen and David C. Anastasiu},
   title     = {InterpNet: Interpretability for Autonomous Driving Neural Networks},
   month     = {July},
   booktitle = {The 2022 KDD Undergraduate Consortium (KDD-UC)},
   year      = {2022},
}

@inproceedings{vats-vatsA2022,
   author    = {Arpita Vats and David C. Anastasiu},
   title     = {Key Point-Based Driver Activity Recognition},
   month     = {June},
   booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
   year      = {2022},
   pages     = {3274-3281},
}

@inproceedings{naphade-aicitychallenge2022,
   author    = {M. Naphade and S. Wang and D. C. Anastasiu and Z. Tang and M. Chang and Y. Yao and L. Zheng and M. Shaiqur Rahman and A. Venkatachalapathy and A. Sharma and Q. Feng and V. Ablavsky and S. Sclaroff and P. Chakraborty and A. Li and S. Li and R. Chellappa},
   title     = {The 6th AI City Challenge},
   month     = {June},
   booktitle = {2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)},
   series    = {CVPRW'22},
   year      = {2022},
   pages     = {3346-3355},
   publisher = {IEEE Computer Society},
   address   = {Los Alamitos, CA, USA},
}

@inproceedings{naphade-aicitychallenge2021,
   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. Lopez and Anuj Sharma and Qi Feng and Vitaly Ablavsky and Stan Sclaroff},
   title     = {The 5th AI City Challenge},
   month     = {June},
   booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
   series    = {CVPRW'21},
   year      = {2021},
   pages     = {4263-4273},
}

@inproceedings{naphade-aicitychallenge2020,
   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},
   volume    = {1},
   month     = {June},
   booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
   series    = {CVPRW'20},
   year      = {2020},
   pages     = {2665-2674},
}

@inproceedings{hua-sose2019,
   author    = {Shuai Hua and David C. Anastasiu},
   title     = {Effective Vehicle Tracking Algorithm for Smart Traffic Networks},
   month     = {April},
   booktitle = {Thirteenth IEEE International Conference on Service-Oriented System Engineering (SOSE)},
   series    = {SOSE 2019},
   year      = {2019},
   publisher = {IEEE},
   location  = {San Francisco East Bay, California, USA},
   note      = {Acceptance Rate: 28\%.},
}

@inproceedings{tang-tang2019cityflow,
   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 = {CVPR 2019: IEEE Conference on Computer Vision and Pattern Recognition},
   series    = {CVPR 2019},
   year      = {2019},
   note      = {Acceptance Rate: 25.2\%.},
}

@inproceedings{kapoor-idsc2019,
   author    = {Manika Kapoor and David C. Anastasiu},
   title     = {A Data-Driven Approach for Detecting Autism Spectrum Disorders},
   booktitle = {Data Science -- Analytics and Applications},
   series    = {iDSC 2019},
   year      = {2019},
   publisher = {Springer Fachmedien Wiesbaden},
   address   = {Wiesbaden},
   location  = {Salzburg, Austria},
}

@inproceedings{mohan-bds2019,
   author    = {Saloni Mohan and Sahitya Mullapudi and Sudheer Sammeta and Parag Vijayvergia and David C. Anastasiu},
   title     = {Stock Price Prediction using News Sentiment Analysis},
   month     = {April},
   booktitle = {2019 IEEE Fourth International Conference on Big Data Computing Service and Applications (BigDataService)},
   series    = {BDS 2019},
   year      = {2019},
   publisher = {IEEE},
   location  = {San Francisco East Bay, California, USA},
   note      = {Acceptance Rate: 19.5\%.},
}

@inproceedings{anastasiu-cikm2011,
   author    = {David C. Anastasiu and Byron J. Gao and David Buttler},
   title     = {A Framework for Personalized and Collaborative Clustering of Search Results},
   booktitle = {Proceedings of the 20th ACM International Conference on Information and Knowledge Management},
   series    = {CIKM'11},
   year      = {2011},
   pages     = {573-582},
   publisher = {ACM},
   address   = {New York, NY, USA},
   location  = {Glasgow, Scotland, UK},
   note      = {Acceptance Rate: 25\%.},
}

@inproceedings{anastasiu-sigir2011,
   author    = {David C. Anastasiu and Byron J. Gao and David Buttler},
   title     = {ClusteringWiki: personalized and collaborative clustering of search results},
   booktitle = {The 34th ACM SIGIR International Conference on Research and Development in Information Retrieval},
   series    = {SIGIR 2011},
   year      = {2011},
   pages     = {1263-1264},
   location  = {Beijing, China},
   note      = {Acceptance Rate: 20\%.},
}

@inproceedings{gao-coling2010,
   author    = {Byron J. Gao and David C. Anastasiu and Xing Jiang},
   title     = {Utilizing User-input Contextual Terms for Query Disambiguation},
   booktitle = {Proceedings of the 23rd International Conference on Computational Linguistics: Posters},
   series    = {COLING'10},
   year      = {2010},
   pages     = {329-337},
   publisher = {Association for Computational Linguistics},
   address   = {Stroudsburg, PA, USA},
   location  = {Beijing, China},
   note      = {Acceptance Rate: 41\%.},
}

@inproceedings{upadhayula-mccse2019,
   author    = {Anupama Upadhayula and Avinash Ravilla and Ishwarya Varadarajan and Sowmya Viswanathan and David C. Anastasiu},
   title     = {Study Area Recommendation via Network Log Analytics},
   month     = {April},
   booktitle = {The Seventh IEEE International Conference on Mobile Cloud Computing, Services, and Engineering},
   series    = {MCCSE 2019},
   year      = {2019},
   publisher = {IEEE},
   location  = {San Francisco East Bay, California, USA},
}

@inproceedings{naphade-aicitychallenge2019,
   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},
   volume    = {1},
   month     = {June},
   booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
   series    = {CVPRW'19},
   year      = {2019},
   pages     = {452-460},
   location  = {Long Beach, CA, USA},
}

@inproceedings{kapoor-fie2018,
   author    = {Manika Kapoor and Shuai Hua and David C. Anastasiu},
   title     = {Improving Student Motivation through Competitive Active Learning},
   month     = {October},
   booktitle = {2018 IEEE Frontiers in Education Conference},
   series    = {FIE 2018},
   year      = {2018},
   publisher = {IEEE},
   location  = {San Jose, CA, USA},
   note      = {Acceptance Rate: 20\%.},
}

@inproceedings{gaikwad-cikm2018,
   author    = {Swapnil Gaikwad and Melody Moh and David C. Anastasiu},
   title     = {Data Structure for Efficient Line of Sight Queries},
   booktitle = {Proceedings of the 28th ACM International Conference on Information and Knowledge Management},
   series    = {CIKM'18},
   year      = {2018},
   publisher = {ACM},
   address   = {New York, NY, USA},
   location  = {Turin, Italy},
   note      = {Acceptance Rate: 18\%.},
}

@inproceedings{naphade-aicitychallenge2018,
   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},
   volume    = {1},
   month     = {July},
   booktitle = {2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops},
   series    = {CVPRW'18},
   year      = {2018},
   pages     = {53-60},
   location  = {Salt Lake City, UT, USA},
}

@inproceedings{hua-aicity2018,
   author    = {Shuai Hua and Manika Kapoor and David C. Anastasiu},
   title     = {Vehicle Tracking and Speed Estimation from Traffic Videos},
   volume    = {1},
   month     = {July},
   booktitle = {2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops},
   series    = {CVPRW'18},
   year      = {2018},
   pages     = {153-1537},
   location  = {Salt Lake City, UT, USA},
}

@inproceedings{gaikwad-sci2017,
   author    = {Swapnil Gaikwad and David C. Anastasiu},
   title     = {Optimal Constrained Wireless Emergency Network Antenna Placement},
   booktitle = {Proceedings of the IEEE Smart City Innovations 2017 Conference},
   series    = {IEEE SCI 2017},
   year      = {2017},
   location  = {San Francisco Bay Area, USA},
}

@inproceedings{anastasiu-idsc2017,
   author    = {David C. Anastasiu},
   title     = {Cosine Approximate Nearest Neighbors},
   booktitle = {Data Science -- Analytics and Applications},
   series    = {iDSC 2017},
   year      = {2017},
   pages     = {45-50},
   publisher = {Springer Fachmedien Wiesbaden},
   address   = {Wiesbaden},
   location  = {Salzburg, Austria},
}

@inproceedings{naphade-aicitychalenge2017,
   author    = {Milind Naphade and David C. Anastasiu and Anuj Sharma and Vamsi Jagrlamudi and Hyeron Jeon and Kaikai Liu and Ming Ching Chang and Siwei Lyu and Zeyu Gao},
   title     = {The NVIDIA AI City Challenge},
   booktitle = {2017 IEEE SmartWorld Conference},
   series    = {SmartWorld'17},
   year      = {2017},
   publisher = {IEEE},
   address   = {Piscataway, NJ, USA},
   location  = {East Bay Silicon Valley, CA, USA},
}

@inproceedings{bhandary-aicity2017,
   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 Smart World NVIDIA AI City Challenge},
   series    = {SmartWorld'17},
   year      = {2017},
   publisher = {IEEE},
   address   = {Piscataway, NJ, USA},
   location  = {East Bay Silicon Valley, CA, USA},
}

@inproceedings{anastasiu-dsaa2016,
   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)},
   series    = {DSAA'16},
   year      = {2016},
   pages     = {156-165},
   location  = {Montréal, Canada},
   note      = {Acceptance Rate: 20.2\%. Best Research Paper Award.},
}

@inproceedings{anastasiu-sc2016,
   author    = {David C. Anastasiu and George Karypis},
   title     = {Fast Parallel Cosine K-Nearest Neighbor Graph Construction},
   month     = {Nov},
   booktitle = {2016 6th Workshop on Irregular Applications: Architecture and Algorithms (IA3)},
   series    = {IA3 2016},
   year      = {2016},
   pages     = {50-53},
   note      = {Acceptance Rate: 48.3\%.},
}

@unpublished{anastasiu-sc2016ec,
   author  = {David C. Anastasiu},
   title   = {SC16 Early Career Workshop},
   year    = {2016},
   date    = {2016-11-14},
   address = {Salt Lake City, UT},
   note    = {The International Conference for High Performance Computing, Networking, Storage and Analysis (Supercomputing)},
}

@inproceedings{anastasiu-cikm2015,
   author    = {David C. Anastasiu and George Karypis},
   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},
   series    = {CIKM'15},
   year      = {2015},
   pages     = {791-800},
   publisher = {ACM},
   address   = {New York, NY, USA},
   location  = {Melbourne, Australia},
   note      = {Acceptance Rate: 26\%.},
}

@inproceedings{anastasiu-icde2015,
   author    = {David C. Anastasiu and Al M. Rashid and Andrea Tagarelli and George Karypis},
   title     = {Understanding Computer Usage Evolution},
   booktitle = {31st IEEE International Conference on Data Engineering},
   series    = {ICDE 2015},
   year      = {2015},
   pages     = {1549-1560},
   location  = {Seoul, Korea},
   note      = {Acceptance Rate: 25\%.},
}

@inproceedings{anastasiu-sc2015,
   author    = {David C. Anastasiu and George Karypis},
   title     = {PL2AP: Fast Parallel Cosine Similarity Search},
   booktitle = {Proceedings of the 5th Workshop on Irregular Applications: Architectures and Algorithms, in conjunction with SC'15},
   series    = {IA3 2015},
   year      = {2015},
   pages     = {1-8},
   publisher = {ACM},
   address   = {New York, NY, USA},
   location  = {Austin, TX, USA},
   note      = {Acceptance Rate: 58.3\%.},
}

@inproceedings{anastasiu-icde2014,
   author    = {David C. Anastasiu and George Karypis},
   title     = {L2AP: Fast Cosine Similarity Search With Prefix L-2 Norm Bounds},
   booktitle = {The 30th IEEE International Conference on Data Engineering},
   series    = {ICDE 2014},
   year      = {2014},
   pages     = {784-795},
   location  = {Chicago, USA},
   note      = {Acceptance Rate: 20\%.},
}

@inproceedings{cai-dmin2009,
   author    = {Walter Cai and David C. Anastasiu and Mingji Xia and Byron J. Gao},
   title     = {OLAP For Multicriteria Maintenance Scheduling},
   booktitle = {The 5th International Conference on Data Mining},
   series    = {DMIN'09},
   year      = {2009},
   date      = {2009-10-28},
   pages     = {35-41},
   publisher = {CSREA Press},
   location  = {Las Vegas, USA},
}

@inproceedings{gao-cikm2009,
   author    = {Byron J. Gao and Mingji Xia and Walter Cai and David C. Anastasiu},
   title     = {The Gardener's Problem for Web Information Monitoring},
   booktitle = {Proceedings of the 18th ACM Conference on Information and Knowledge Management},
   series    = {CIKM'09},
   year      = {2009},
   pages     = {1525-1528},
   publisher = {ACM},
   address   = {New York, NY, USA},
   location  = {Hong Kong, China},
   note      = {Acceptance Rate: 15\%.},
}

@incollection{christakopoulou-book2019,
   author    = {Evangelia Christakopoulou and Shaden Smith and Mohit Sharma and Alex Richards and David C. Anastasiu and George Karypis},
   title     = {Scalability and Distribution of Collaborative Recommenders},
   month     = {April},
   booktitle = {Collaborative Recommendations: Algorithms, Practical Challenges and Applications},
   series    = {CR2019},
   year      = {2019},
   publisher = {World Scientific Publishing},
   address   = {Singapore},
}

@incollection{anastasiu-book2014,
   author    = {David C. Anastasiu and Jeremy Iverson and Shaden Smith and George Karypis},
   title     = {Big Data Frequent Pattern Mining},
   booktitle = {Frequent Pattern Mining},
   year      = {2014},
   pages     = {225-260},
   publisher = {Springer International Publishing},
   address   = {Switzerland},
}

@incollection{anastasiu-book2013,
   author    = {David C. Anastasiu and Andrea Tagarelli and George Karypis},
   title     = {Document Clustering: The Next Frontier},
   booktitle = {Data Clustering: Algorithms and Applications},
   year      = {2013},
   pages     = {305-338},
   publisher = {CRC Press},
   address   = {Boca Raton, FL, USA},
}

@techreport{li-li2023Arxiv,
   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},
   number = {2312.08763},
   year   = {2023},
}

@article{li-li2022bioRxiv,
   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   = {bioRxiv},
   series    = {bioRxiv'22},
   year      = {2022},
   publisher = {Cold Spring Harbor Laboratory},
}

@techreport{li-li2022Arxiv,
   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},
   number = {2211.15891},
   year   = {2022},
}

@article{bose-bose2021,
   author    = {Bipasa Bose and Taylor Downey and Anand K. Ramasubramanian and David C. Anastasiu},
   title     = {Identification of distinct characteristics of antibiofilm peptides and prospection of diverse sources for efficacious sequences},
   journal   = {bioRxiv},
   series    = {bioRxiv'21},
   year      = {2021},
   publisher = {Cold Spring Harbor Laboratory},
}

@techreport{kapoor-kapoor2019-tr,
   author = {Manika Kapoor and David C. Anastasiu},
   title  = {A Data-Driven Approach for Detecting Autism Spectrum Disorders},
   number = {2019-1},
   year   = {2019},
}

@techreport{buttler-tr2011,
   author = {David J. Buttler and David Andrzejewski and Keith D. Stevens and David C. Anastasiu and Byron J. Gao},
   title  = {Rapid Exploitation and Analysis of Documents},
   number = {LLNL-TR-517731},
   year   = {2011},
}

@unpublished{anastasiu-phdpanel2024,
   author   = {David C. Anastasiu},
   title    = {Ph.D. Panel Discussion},
   year     = {2024},
   date     = {2024-04-17},
   location = {Santa Clara University, Santa Clara, CA},
   note     = {Participated in a panel discussion organized by the School of Engineering Ph.D. Club, Santa Clara University, Santa Clara, CA. Apr 17, 2024},
}

@unpublished{anastasiu-ucsc2024,
   author   = {David C. Anastasiu},
   title    = {AI for the Greater Good},
   year     = {2024},
   date     = {2024-01-17},
   location = {UC Santa Cruz, Santa Cruz, CA},
   note     = {Invited talk at the U.C. Santa Cruz Computer Science \& Engineering Colloquium, University of California Santa Cruz, Santa Cruz, CA. Jan 17, 2024},
}

@unpublished{anastasiu-csenrs2023,
   author   = {David C. Anastasiu},
   title    = {AI for the Greater Good},
   year     = {2023},
   date     = {2023-10-30},
   location = {CSEN Research Seminar, Santa Clara Univerity, Santa Clara, CA},
   note     = {Talk at the Computer Science and Engineering Research Seminar, Santa Clara University, Santa Clara, CA. Oct 30, 2023},
}

@unpublished{anastasiu-svcc2023key,
   author   = {David C. Anastasiu},
   title    = {The AI Revolution of Traffic Analytics},
   year     = {2023},
   date     = {2023-05-18},
   location = {The 4th Silicon Valley Cybersecurity Conference, San Jose, CA},
   note     = {Talk at the 4th Silicon Valley Cybersecurity Conference (SVCC), San Jose, CA. May 18, 2023},
}

@unpublished{anastasiu-berkeley2023,
   author   = {David C. Anastasiu},
   title    = {The Joys of Working with Data},
   year     = {2023},
   date     = {2023-04-06},
   location = {UC Berkeley, Berkeley, CA},
   note     = {Talk at the Breaking Into Research event, part of the Big Data at Berkeley Speaker Series, at UC Berkeley, Berkeley, CA. Apr 6, 2023},
}

@inproceedings{anastasiu-kdd2019,
   author    = {David C. Anastasiu and Huzefa Rangwala and Andrea Tagarelli},
   title     = {Are You My Neighbor? Bringing Order to Neighbor Computing Problems.},
   booktitle = {The 25th ACM SIGKDD Conference on Knowledge Discovery and Data Mining},
   series    = {KDD'19},
   year      = {2019},
   date      = {2019-08-04},
   publisher = {ACM},
   address   = {New York, NY, USA},
   location  = {Anchorage, AK, USA},
   note      = {Tutorial presented at KDD'19, Aug 04, 2019.},
}

@unpublished{anastasiu-idsc2019key,
   author   = {David C. Anastasiu},
   title    = {The AI Data Revolution: Doing More With Less Data Labeling},
   year     = {2019},
   date     = {2019-05-22},
   location = {2nd International Data Science Conference 2019, Salzburg, Austria},
   note     = {Keynote at the 2nd International Data Science Conference 2019, Salzburg, Austria. May 22, 2019},
}

@unpublished{anastasiu-bmi2019,
   author   = {David C. Anastasiu},
   title    = {The Biomedical AI Revolution},
   year     = {2019},
   date     = {2019-04-03},
   location = {10th Annual Bay Area Biomedical Device Conference, San José, CA},
   note     = {Keynote at the 10th Annual Bay Area Biomedical Device Conference, San José, CA. Apr 03, 2019},
}

@unpublished{anastasiu-ibm2018,
   author   = {David C. Anastasiu},
   title    = {Fireside Chat on Current Trends in Machine Learning},
   year     = {2018},
   date     = {2018-09-25},
   location = {IBM Machine Learning Hub, San José, CA},
   note     = {Talk at IBM Machine Learning Hub, San José, CA. Sep 25, 2018},
}

@unpublished{bellofiore-wcb2018,
   author   = {Alessandro Bellofiore and Ragwa Elsayed and David C. Anastasiu and Rathna Ramesh},
   title    = {A novel image-based creatinine monitor for chronic kidney disease},
   year     = {2018},
   date     = {2018-07-11},
   location = {Dublin, Ireland},
   note     = {Talk by Alessandro Bellofiore at the 8th World Congress of Biomechanics, held in Dublin, Ireland.},
}

@unpublished{anastasiu-llnl2017,
   author   = {David C. Anastasiu},
   title    = {Efficient Neighborhood Graph Construction for Sparse High Dimensional Data},
   year     = {2017},
   date     = {2017-02-08},
   location = {Lawrence Livermore National Laboratory, Livermore, CA},
   note     = {Talk at Lawrence Livermore National Laboratory, Livermore, CA, Feb 08, 2017},
}

@misc{li-liXA2024,
   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},
   year     = {2024},
   date     = {2024-02-23},
   location = {Santa Clara, CA, USA},
   note     = {Poster presented by Yanhong Li at the 2024 School of Engineering Research Showcase, Santa Clara University, Santa Clara, CA.},
}

@misc{vats-vatsGA2023,
   author   = {Arpita Vats and Gheorghe Guzun and David C. Anastasiu},
   title    = {CLP: A Platform for Competitive Learning},
   year     = {2023},
   date     = {2023-02-24},
   location = {Santa Clara, CA, USA},
   note     = {Poster presented by Arpita Vats at the 2023 School of Engineering Research Showcase, Santa Clara University, Santa Clara, CA. Third-place poster presentations winner in the Ph.D./Post-doc category.},
}

@misc{li-liXA2023,
   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},
   year     = {2023},
   date     = {2023-02-24},
   location = {Santa Clara, CA, USA},
   note     = {Poster presented by Yanhong Li at the 2023 School of Engineering Research Showcase, Santa Clara University, Santa Clara, CA.},
}

@misc{whelan-whelanPBA2023,
   author   = {Alex Whelan and Soham Phadke and Alessandro Bellofiore and David C. Anastasiu},
   title    = {On-Device Prediction for Chronic Kidney Disease},
   year     = {2023},
   date     = {2023-02-24},
   location = {Santa Clara, CA, USA},
   note     = {Poster presented by Alex Whelan at the 2023 School of Engineering Research Showcase, Santa Clara University, Santa Clara, CA.},
}

@misc{li-liAA2022,
   author   = {Yijia Li and David C. Anastasiu and Edgar Arriaga},
   title    = {CosTaL: A network-based algorithm for clustering high-dimensional single-cell datasets},
   year     = {2022},
   date     = {2022-07-11},
   location = {Madison, WI, USA},
   note     = {Abstract and poster presented by Yijia Li at the 30th annual conference on Intelligent Systems for Molecular Biology (ISMB), Madison, WI. Acceptance rate: 19.8\%.},
}

@misc{anastasiu-atxpo2021,
   author   = {David C. Anastasiu and Gheorghi Guzun},
   title    = {Using Competitive Learning to Increase Student Engagement},
   year     = {2021},
   date     = {2021-10-04},
   location = {Berkeley, CA, USA},
   note     = {Poster presented by David C. Anastasiu at the 8th Academic Technology Expo (ATXpo 2021), Berkeley, CA.},
}

@misc{kapoor-ghc2018,
   author   = {Manika Kapoor and David C. Anastasiu},
   title    = {A Data-Driven Approach For Detecting Autism Spectrum Disorders},
   year     = {2018},
   date     = {2018-09-27},
   location = {Houston, TX, USA},
   note     = {Poster presented by Manika Kapoor at the 2018 Grace Hopper Celebration conference, Houston, TX.},
}

@misc{anastasiu-csut2018,
   author   = {David C. Anastasiu},
   title    = {Teaching With Jupyter In-Class Activities: Lessons Learned and Next Steps},
   year     = {2018},
   date     = {2018-04-14},
   location = {Pomona, CA, USA},
   note     = {Poster presented at the 20th CSU Symposium on University Teaching, held at Cal-Poly Pomona, Pomona, CA.},
}

@misc{sayed-nkfscm2018,
   author   = {Ragwa M. El Sayed and Rathna Ramesh and Alessandro Bellofiore and David C. Anastasiu and Melinda Simon},
   title    = {Patient Friendly Kidney Function Screening},
   year     = {2018},
   date     = {2018-04-11},
   location = {Austin, TX, USA},
   note     = {Poster presented by Ragwa M. El Sayed at the National Kidney Foundation 2018 Spring Clinical Meeting, Austin, TX.},
}