David C. Anastasiu

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

CosTaL: an accurate and scalable graph-based clustering algorithm for high-dimensional single-cell data analysis.

[BibT_eX]

[DOI]

Briefings Bioinform., May, 2023

Enhancing Retail Checkout through Video Inpainting, YOLOv8 Detection, and DeepSort Tracking.

[BibT_eX]

[DOI]

Arpita Vats

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

The 7th AI City Challenge.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

SEED: An Effective Model for Highly-Skewed Streamflow Time Series Data Forecasting.

[BibT_eX]

[DOI]

Yanhong Li

Jack Xu

Proceedings of the IEEE International Conference on Big Data, 2023

An Extreme-Adaptive Time Series Prediction Model Based on Probability-Enhanced LSTM Neural Networks.

[BibT_eX]

[DOI]

Yanhong Li

Jack Xu

Archana Venkatachalapathy

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

"<i>Managing, Mining and Learning in the Legal Data Domain</i>".

[BibT_eX]

[DOI]

Inf. Syst., 2022

Synthetic Distracted Driving (SynDD1) dataset for analyzing distracted behaviors and various gaze zones of a driver.

[BibT_eX]

[DOI]

Mohammed Shaiqur Rahman

Anuj Sharma

Jiyang Wang

Senem Velipasalar Gursoy

Shuo Wang

CoRR, 2022

On-Device Prediction for Chronic Kidney Disease.

[BibT_eX]

[DOI]

Alex Whelan

Soham Phadke

Alessandro Bellofiore

Proceedings of the IEEE Global Humanitarian Technology Conference, 2022

CLP: A Platform for Competitive Learning.

[BibT_eX]

[DOI]

Arpita Vats

Gheorghi Guzun

Proceedings of the Educating for a New Future: Making Sense of Technology-Enhanced Learning Adoption, 2022

Key Point-Based Driver Activity Recognition.

[BibT_eX]

[DOI]

Arpita Vats

Archana Venkatachalapathy

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

The 6th AI City Challenge.

[BibT_eX]

[DOI]

Mohammed Shaiqur Rahman

Alice Li

Shangru Li

Rama Chellappa

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021

The 5th AI City Challenge.

[BibT_eX]

[DOI]

CoRR, 2021

The 5th AI City Challenge.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020

The 4th AI City Challenge.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Parallel cosine nearest neighbor graph construction.

[BibT_eX]

[DOI]

J. Parallel Distributed Comput., 2019

Effective Vehicle Tracking Algorithm for Smart Traffic Networks.

[BibT_eX]

[DOI]

Shuai Hua

Proceedings of the 13th IEEE International Conference on Service-Oriented System Engineering, 2019

Study Area Recommendation via Network Log Analytics.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE International Conference on Mobile Cloud Computing, 2019

Tutorial: Are You My Neighbor?: Bringing Order to Neighbor Computing Problems.

[BibT_eX]

[DOI]

Huzefa Rangwala

Andrea Tagarelli

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

CityFlow: A City-Scale Benchmark for Multi-Target Multi-Camera Vehicle Tracking and Re-Identification.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

The 2019 AI City Challenge.

[BibT_eX]

[DOI]

Tingting Huang

Jenq-Neng Hwang

Siwei Lyu

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Stock Price Prediction Using News Sentiment Analysis.

[BibT_eX]

[DOI]

Proceedings of the IEEE Fifth International Conference on Big Data Computing Service and Applications, 2019

2018

Improving Student Motivation through Competitive Active Learning.

[BibT_eX]

[DOI]

Manika Kapoor

Shuai Hua

Proceedings of the IEEE Frontiers in Education Conference, 2018

The 2018 NVIDIA AI City Challenge.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Vehicle Tracking and Speed Estimation From Traffic Videos.

[BibT_eX]

[DOI]

Shuai Hua

Manika Kapoor

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Data Structure for Efficient Line of Sight Queries.

[BibT_eX]

[DOI]

Swapnil Gaikwad

Melody Moh

Evangelia Christakopoulou

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Scalability and Distribution of Collaborative Recommenders.

[BibT_eX]

[DOI]

Proceedings of the Collaborative Recommendations, 2018

2017

Efficient identification of Tanimoto nearest neighbors.

[BibT_eX]

[DOI]

Int. J. Data Sci. Anal., 2017

The NVIDIA AI City Challenge.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE SmartWorld, 2017

Optimal constrained wireless emergency network antenna placement.

[BibT_eX]

[DOI]

Swapnil Gaikwad

Proceedings of the 2017 IEEE SmartWorld, 2017

Robust classification of city roadway objects for traffic related applications.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE SmartWorld, 2017

2016

Fast Parallel Cosine K-Nearest Neighbor Graph Construction.

[BibT_eX]

[DOI]

Proceedings of the 6th Workshop on Irregular Applications: Architecture and Algorithms, 2016

2015

PL2AP: fast parallel cosine similarity search.

[BibT_eX]

[DOI]

Proceedings of the 5th Workshop on Irregular Applications - Architectures and Algorithms, 2015

Understanding computer usage evolution.

[BibT_eX]

[DOI]

Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

L2Knng: Fast Exact K-Nearest Neighbor Graph Construction with L2-Norm Pruning.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

2014

L2AP: Fast cosine similarity search with prefix L-2 norm bounds.

[BibT_eX]

[DOI]

Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

Big Data Frequent Pattern Mining.

[BibT_eX]

[DOI]

Proceedings of the Frequent Pattern Mining, 2014

2013

A novel two-box search paradigm for query disambiguation.

[BibT_eX]

[DOI]

World Wide Web, 2013

User-Centric Organization of Search Results.

[BibT_eX]

[DOI]

IEEE Internet Comput., 2013

Document Clustering: The Next Frontier.

[BibT_eX]

Andrea Tagarelli

Proceedings of the Data Clustering: Algorithms and Applications, 2013

2011

ClusteringWiki: personalized and collaborative clustering of search results.

[BibT_eX]

[DOI]

Dragos C. Anastasiu

Byron J. Gao

David Buttler

Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

A framework for personalized and collaborative clustering of search results.

[BibT_eX]

[DOI]

Byron J. Gao

David Buttler

Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010

Utilizing User-input Contextual Terms for Query Disambiguation.

[BibT_eX]

[DOI]

Byron J. Gao