David C. Anastasiu

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 43

Top Topics

Nearest Neighbor

Top Venues

SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI

Publications

Quan Kong, Yuki Kawana, Rajat Saini, Ashutosh Kumar, Jingjing Pan, Ta Gu, Yohei Ozao, Balazs Opra, David C. Anastasiu, Yoichi Sato, Norimasa Kobori
WTS: A Pedestrian-Centric Traffic Video Dataset for Fine-grained Spatial-Temporal Understanding. CoRR (2024)
Shuo Wang, David C. Anastasiu, Zheng Tang, Ming-Ching Chang, Yue Yao, Liang Zheng, Mohammed Shaiqur Rahman, Meenakshi S. Arya, Anuj Sharma, Pranamesh Chakraborty, Sanjita Prajapati, Quan Kong, Norimasa Kobori, Munkhjargal Gochoo, Munkh-Erdene Otgonbold, Fady Alnajjar, Ganzorig Batnasan, Ping-Yang Chen, Jun-Wei Hsieh, Xunlei Wu, Sameer Satish Pusegaonkar, Yizhou Wang, Sujit Biswas, Rama Chellappa
The 8th AI City Challenge. CoRR (2024)
Yanhong Li, Jack Xu, David C. Anastasiu
Learning from Polar Representation: An Extreme-Adaptive Model for Long-Term Time Series Forecasting. AAAI (2024)
Yanhong Li, Jack Xu, David C. Anastasiu
SEED: An Effective Model for Highly-Skewed Streamflow Time Series Data Forecasting. BigData (2023)
Milind Naphade, Shuo Wang, David C. Anastasiu, Zheng Tang, Ming-Ching Chang, Yue Yao, Liang Zheng, Mohammed Shaiqur Rahman, Meenakshi S. Arya, Anuj Sharma, Qi Feng, Vitaly Ablavsky, Stan Sclaroff, Pranamesh Chakraborty, Sanjita Prajapati, Alice Li, Shangru Li, Krishna Kunadharaju, Shenxin Jiang, Rama Chellappa
The 7th AI City Challenge. CVPR Workshops (2023)
Arpita Vats, David C. Anastasiu
Enhancing Retail Checkout through Video Inpainting, YOLOv8 Detection, and DeepSort Tracking. CVPR Workshops (2023)
Yanhong Li, Jack Xu, David C. Anastasiu
An Extreme-Adaptive Time Series Prediction Model Based on Probability-Enhanced LSTM Neural Networks. AAAI (2023)
Yijia Li, Jonathan Nguyen, David C. Anastasiu, Edgar A. Arriaga
CosTaL: an accurate and scalable graph-based clustering algorithm for high-dimensional single-cell data analysis. Briefings Bioinform. 24 (3) (2023)
Yanhong Li, Jack Xu, David C. Anastasiu
Learning from Polar Representation: An Extreme-Adaptive Model for Long-Term Time Series Forecasting. CoRR (2023)
Milind Naphade, Shuo Wang, David C. Anastasiu, Zheng Tang, Ming-Ching Chang, Yue Yao, Liang Zheng, Mohammed Shaiqur Rahman, Meenakshi S. Arya, Anuj Sharma, Qi Feng, Vitaly Ablavsky, Stan Sclaroff, Pranamesh Chakraborty, Sanjita Prajapati, Alice Li, Shangru Li, Krishna Kunadharaju, Shenxin Jiang, Rama Chellappa
The 7th AI City Challenge. CoRR (2023)
Yanhong Li, Jack Xu, David C. Anastasiu
An Extreme-Adaptive Time Series Prediction Model Based on Probability-Enhanced LSTM Neural Networks. CoRR (2022)
Arpita Vats, Gheorghi Guzun, David C. Anastasiu
CLP: A Platform for Competitive Learning. EC-TEL (2022)
Arpita Vats, David C. Anastasiu
Key Point-Based Driver Activity Recognition. CVPR Workshops (2022)
Alex Whelan, Soham Phadke, Alessandro Bellofiore, David C. Anastasiu
On-Device Prediction for Chronic Kidney Disease. GHTC (2022)
Mohammed Shaiqur Rahman, Archana Venkatachalapathy, Anuj Sharma, Jiyang Wang, Senem Velipasalar Gursoy, David C. Anastasiu, Shuo Wang
Synthetic Distracted Driving (SynDD1) dataset for analyzing distracted behaviors and various gaze zones of a driver. CoRR (2022)
Milind Naphade, Shuo Wang, David C. Anastasiu, Zheng Tang, Ming-Ching Chang, Yue Yao, Liang Zheng, Mohammed Shaiqur Rahman, Archana Venkatachalapathy, Anuj Sharma, Qi Feng, Vitaly Ablavsky, Stan Sclaroff, Pranamesh Chakraborty, Alice Li, Shangru Li, Rama Chellappa
The 6th AI City Challenge. CVPR Workshops (2022)
Andrea Tagarelli, Ester Zumpano, David C. Anastasiu, Andrea Calì, Gottfried Vossen
". Inf. Syst. 106 (2022)
Milind Naphade, Shuo Wang, David C. Anastasiu, Zheng Tang, Ming-Ching Chang, Yue Yao, Liang Zheng, Mohammed Shaiqur Rahman, Archana Venkatachalapathy, Anuj Sharma, Qi Feng, Vitaly Ablavsky, Stan Sclaroff, Pranamesh Chakraborty, Alice Li, Shangru Li, Rama Chellappa
The 6th AI City Challenge. CoRR (2022)
Milind Naphade, Shuo Wang, David C. Anastasiu, Zheng Tang, Ming-Ching Chang, Xiaodong Yang, Yue Yao, Liang Zheng, Pranamesh Chakraborty, Christian E. López, Anuj Sharma, Qi Feng, Vitaly Ablavsky, Stan Sclaroff
The 5th AI City Challenge. CVPR Workshops (2021)
Milind Naphade, Shuo Wang, David C. Anastasiu, Zheng Tang, Ming-Ching Chang, Xiaodong Yang, Yue Yao, Liang Zheng, Pranamesh Chakraborty, Anuj Sharma, Qi Feng, Vitaly Ablavsky, Stan Sclaroff
The 5th AI City Challenge. CoRR (2021)
Milind Naphade, Shuo Wang, David C. Anastasiu, Zheng Tang, Ming-Ching Chang, Xiaodong Yang, Liang Zheng, Anuj Sharma, Rama Chellappa, Pranamesh Chakraborty
The 4th AI City Challenge. CoRR (2020)
Milind Naphade, Shuo Wang, David C. Anastasiu, Zheng Tang, Ming-Ching Chang, Xiaodong Yang, Liang Zheng, Anuj Sharma, Rama Chellappa, Pranamesh Chakraborty
The 4th AI City Challenge. CVPR Workshops (2020)
Saloni Mohan, Sahitya Mullapudi, Sudheer Sammeta, Parag Vijayvergia, David C. Anastasiu
Stock Price Prediction Using News Sentiment Analysis. BigDataService (2019)
Zheng Tang, Milind Naphade, Ming-Yu Liu, Xiaodong Yang, Stan Birchfield, Shuo Wang, Ratnesh Kumar, David C. Anastasiu, Jenq-Neng Hwang
CityFlow: A City-Scale Benchmark for Multi-Target Multi-Camera Vehicle Tracking and Re-Identification. CVPR (2019)
Zheng Tang, Milind Naphade, Ming-Yu Liu, Xiaodong Yang, Stan Birchfield, Shuo Wang, Ratnesh Kumar, David C. Anastasiu, Jenq-Neng Hwang
CityFlow: A City-Scale Benchmark for Multi-Target Multi-Camera Vehicle Tracking and Re-Identification. CoRR (2019)
Shuai Hua, David C. Anastasiu
Effective Vehicle Tracking Algorithm for Smart Traffic Networks. SOSE (2019)
Anupama Upadhayula, Avinash Ravilla, Ishwarya Varadarajan, Sowmya Viswanathan, David C. Anastasiu
Study Area Recommendation via Network Log Analytics. MobileCloud (2019)
Milind Naphade, Zheng Tang, Ming-Ching Chang, David C. Anastasiu, Anuj Sharma, Rama Chellappa, Shuo Wang, Pranamesh Chakraborty, Tingting Huang, Jenq-Neng Hwang, Siwei Lyu
The 2019 AI City Challenge. CVPR Workshops (2019)
David C. Anastasiu, George Karypis
Parallel cosine nearest neighbor graph construction. J. Parallel Distributed Comput. 129 (2019)
David C. Anastasiu, Huzefa Rangwala, Andrea Tagarelli
Tutorial: Are You My Neighbor?: Bringing Order to Neighbor Computing Problems. KDD (2019)
Swapnil Gaikwad, Melody Moh, David C. Anastasiu
Data Structure for Efficient Line of Sight Queries. CIKM (2018)
Shuai Hua, Manika Kapoor, David C. Anastasiu
Vehicle Tracking and Speed Estimation From Traffic Videos. CVPR Workshops (2018)
Manika Kapoor, Shuai Hua, David C. Anastasiu
Improving Student Motivation through Competitive Active Learning. FIE (2018)
Milind Naphade, Ming-Ching Chang, Anuj Sharma, David C. Anastasiu, Vamsi Jagarlamudi, Pranamesh Chakraborty, Tingting Huang, Shuo Wang, Ming-Yu Liu, Rama Chellappa, Jenq-Neng Hwang, Siwei Lyu
The 2018 NVIDIA AI City Challenge. CVPR Workshops (2018)
Swapnil Gaikwad, David C. Anastasiu
Optimal constrained wireless emergency network antenna placement. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2017)
Niveditha Bhandary, Charles MacKay, Alex Richards, Ji Tong, David C. Anastasiu
Robust classification of city roadway objects for traffic related applications. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2017)
David C. Anastasiu, George Karypis
Efficient identification of Tanimoto nearest neighbors. Int. J. Data Sci. Anal. 4 (3) (2017)
Milind Naphade, David C. Anastasiu, Anuj Sharma, Vamsi Jagrlamudi, Hyeran Jeon, Kaikai Liu, Ming-Ching Chang, Siwei Lyu, Jerry Zeyu Gao
The NVIDIA AI City Challenge. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2017)
David C. Anastasiu, George Karypis
Fast Parallel Cosine K-Nearest Neighbor Graph Construction. IA3@SC (2016)
David C. Anastasiu, George Karypis
Efficient Identification of Tanimoto Nearest Neighbors. DSAA (2016)
David C. Anastasiu, George Karypis
PL2AP: fast parallel cosine similarity search. IA3@SC (2015)
David C. Anastasiu, George Karypis
L2Knng: Fast Exact K-Nearest Neighbor Graph Construction with L2-Norm Pruning. CIKM (2015)
David C. Anastasiu, Al Mamunur Rashid, Andrea Tagarelli, George Karypis
Understanding computer usage evolution. ICDE (2015)
David C. Anastasiu, George Karypis
L2AP: Fast cosine similarity search with prefix L-2 norm bounds. ICDE (2014)
David C. Anastasiu, Byron J. Gao, Xing Jiang, George Karypis
A novel two-box search paradigm for query disambiguation. World Wide Web 16 (1) (2013)
Byron J. Gao, David Buttler, David C. Anastasiu, Shuaiqiang Wang, Peng Zhang, Joey Jan
User-Centric Organization of Search Results. IEEE Internet Comput. 17 (3) (2013)
David C. Anastasiu, Byron J. Gao, David Buttler
A framework for personalized and collaborative clustering of search results. CIKM (2011)
Byron J. Gao, David C. Anastasiu, Xing Jiang
Utilizing User-input Contextual Terms for Query Disambiguation. COLING (Posters) (2010)
Walter Cai, David C. Anastasiu, Mingji Xia, Byron J. Gao
OLAP For Multicriteria Maintenance Scheduling. DMIN (2009)
Byron J. Gao, Mingji Xia, Walter Cai, David C. Anastasiu
The gardener's problem for web information monitoring. CIKM (2009)