An Adaptive Negotiation Strategy for Electronic Transactions. - Dhaval Patel 002; Arobinda Gupta (EDOC, 2006)

Mining relationships among interval-based events for classification. - Dhaval Patel 002; Wynne Hsu; Mong-Li Lee (SIGMOD Conference, 2008)

Analyzing Abnormal Events from Spatio-temporal Trajectories. - Dhaval Patel 002; Chidansh Amitkumar Bhatt; Wynne Hsu; Mong-Li Lee; Mohan S. Kankanhalli (ICDM Workshops, 2009)

Interval-Orientation Patterns in Spatio-temporal Databases. - Dhaval Patel 002 (DEXA (1), 2010)

Lag Patterns in Time Series Databases. - Dhaval Patel 002; Wynne Hsu; Mong-Li Lee; Srinivasan Parthasarathy 001 (DEXA (2), 2010)

Discriminative Mutation Chains in Virus Sequences. - Dhaval Patel 002; Wynne Hsu; Mong-Li Lee (ICTAI, 2011)

Top-k Maximal Influential Paths in Network Data. - Enliang Xu; Wynne Hsu; Mong-Li Lee; Dhaval Patel 002 (DEXA (1), 2012)

Integrating Frequent Pattern Mining from Multiple Data Domains for Classification. - Dhaval Patel 002; Wynne Hsu; Mong-Li Lee (ICDE, 2012)

Incorporating Duration Information for Trajectory Classification. - Dhaval Patel 002; Chang Sheng; Wynne Hsu; Mong-Li Lee (ICDE, 2012)

Incorporating duration and region association information in trajectory classification. - Dhaval Patel 002 (J. Locat. Based Serv., 2013)

Efficient Mining of Lag Patterns in Evolving Time Series. - Dhaval Patel 002; Wynne Hsu; Mong-Li Lee (Trans. Large Scale Data Knowl. Centered Syst., 2013)

Incremental Mining of Top-k Maximal Influential Paths in Network Data. - Enliang Xu; Wynne Hsu; Mong-Li Lee; Dhaval Patel 002 (Trans. Large Scale Data Knowl. Centered Syst., 2013)

NewsInstaMiner: Enriching News Article Using Instagram. - Mohit Thakur; Dhaval Patel 002; Shrikant Kumar; Jayendra Barua (BDA, 2014)

Removing Noise Content from Online News Articles. - Jayendra Barua; Dhaval Patel 002; Ankur Agrawal (COMAD, 2014)

ActMiner: Discovering Location-Specific Activities from Community-Authored Reviews. - Sahisnu Mazumder; Dhaval Patel 002; Sameep Mehta (DaWaK, 2014)

Inferring Topic-Level Influence from Network Data. - Enliang Xu; Wynne Hsu; Mong-Li Lee; Dhaval Patel 002 (DEXA (2), 2014)

Mobile health application for early disease outbreak-period detection. - Preetika Rani; Vaskar Raychoudhury; Sandeep Singh Sandha; Dhaval Patel 002 (Healthcom, 2014)

Detecting click fraud in online advertising: a data mining approach. - Richard Jayadi Oentaryo; Ee-Peng Lim; Michael Finegold; David Lo 001; Feida Zhu 001; Clifton Phua; Eng-Yeow Cheu; Ghim-Eng Yap; Kelvin Sim; Minh Nhut Nguyen; Kasun S. Perera; Bijay Neupane; et al. (J. Mach. Learn. Res., 2014)

Class Aware Exemplar Discovery from Microarray Gene Expression Data. - Shivani Sharma; Abhinna Agrawal; Dhaval Patel 002 (BDA, 2015)

Efficient Skyline Itemsets Mining. - Vikram Goyal; Ashish Sureka; Dhaval Patel 002 (C3S2E, 2015)

Identifying Top-k Consistent News-Casters on Twitter. - Sahisnu Mazumder; Sameep Mehta; Dhaval Patel 002 (CIKM, 2015)

GPU-based out-of-core MDL clustering algorithm. - Piyush Madan; Jaismeen Kaur; Sheetal Bhavsar; Dhaval Patel 002; Manoj Mishra (CODS, 2015)

k-Consistent Influencers in Network Data. - Enliang Xu; Wynne Hsu; Mong-Li Lee; Dhaval Patel 002 (DASFAA (2), 2015)

TiDE: Template-Independent Discourse Data Extraction. - Jayendra Barua; Dhaval Patel 002; Vikram Goyal (DaWaK, 2015)

Did You Know? - Mining Interesting Trivia for Entities from Wikipedia. - Abhay Prakash; Manoj Kumar Chinnakotla; Dhaval Patel 002; Puneet Garg (IJCAI, 2015)

Techniques for Deep Query Understanding. - Abhay Prakash; Dhaval Patel 002 (CoRR, 2015)

LinkNet: capturing temporal dependencies among spatial regions. - Dhaval Patel 002; Wynne Hsu; Mong-Li Lee (Distributed Parallel Databases, 2015)

On Discovery of Spatiotemporal Influence-Based Moving Clusters. - Dhaval Patel 002 (ACM Trans. Intell. Syst. Technol., 2015)

Lightweight system for NE-tagged news headlines corpus creation. - Avinash Kumar 004; Dhaval Patel 002; Nikita Jain (IEEE BigData, 2016)

Tools, Techniques and Case Studies for Text Analytics for Real World Problems. - Sameep Mehta; Dhaval Patel 002 (COMAD, 2016)

Top-K High Utility Episode Mining from a Complex Event Sequence. - Sonam Rathore; Siddharth Dawar; Vikram Goyal; Dhaval Patel 002 (COMAD, 2016)

Discovery, Enrichment and Disambiguation of Acronyms. - Jayendra Barua; Dhaval Patel 002 (DaWaK, 2016)

E3: Keyphrase based News Event Exploration Engine. - Nikita Jain; Swati Gupta; Dhaval Patel 002 (HT, 2016)

SL - FII: Syntactic and Lexical Constraints with Frequency based Iterative Improvement for Disease Mention Recognition in News Headlines. - Sidak Pal Singh; Sopan Khosla; Sajal Rustagi; Manisha Patel; Dhaval Patel 002 (BAI@IJCAI, 2016)

AcT: Accuracy-aware crawling techniques for cloud-crawler. - Kanik Gupta; Vishal Mittal; Bazir Bishnoi; Siddharth Maheshwari; Dhaval Patel 002 (World Wide Web, 2016)

Mining Credible and Relevant News from Social Networks. - Ankur Garg; Varun Syal; Pankaj Gudlani; Dhaval Patel 002 (BDA, 2017)

On Discovery of permanent land cover changes using time series segmentation approach. - Amod Aggarwal; Dhaval Patel 002; Markand P. Oza (CODS, 2017)

An Improved Smartphone-Based Non-Participatory Crowd Monitoring System in Smart Environments. - Tarun Kulshrestha; Divya Saxena; Rajdeep Niyogi; Manoj Misra; Dhaval Patel 002 (CSE/EUC (2), 2017)

Named Entity Classification Using Search Engine's Query Suggestions. - Jayendra Barua; Dhaval Patel 002 (ECIR, 2017)

A fast and scalable crowd sensing based trajectory tracking system. - Rajdeep Niyogi; Tarun Kulshrestha; Dhaval Patel 002 (IC3, 2017)

Smart pilgrim: A mobile-sensor-cloud based system to safeguard pilgrims through smart environment. - Rajdeep Niyogi; Manoj Misra; Tarun Kulshrestha; Dhaval Patel 002 (IC3, 2017)

Time-aware relation extraction for entities using news headlines. - Nivedita Sinha; Jayendra Barua; Rajdeep Niyogi; Dhaval Patel 002 (ICACCI, 2017)

ChieF: A Change Pattern based Interpretable Failure Analyzer. - Dhaval Patel 002; Lam M. Nguyen; Akshay Rangamani; Shrey Shrivastava; Jayant Kalagnanam (IEEE BigData, 2018)

STIPA: A Memory Efficient Technique for Interval Pattern Discovery. - Amit Kumar Sharma 004; Dhaval Patel 002 (IEEE BigData, 2018)

News Category Network based Approach for News Source Recommendations. - Swati Gupta; Shagun Sodhani; Dhaval Patel 002; Biplab Banerjee (ICACCI, 2018)

Spatial Co-location Pattern Mining - A new perspective using Graph Database. - Sanket Vaibhav Mehta; Shagun Sodhani; Dhaval Patel 002 (CoRR, 2018)

DQA: Scalable, Automated and Interactive Data Quality Advisor. - Shrey Shrivastava; Dhaval Patel 002; Anuradha Bhamidipaty; Wesley M. Gifford; Stuart A. Siegel; Venkata Sitaramagiridharganesh Ganapavarapu; Jayant R. Kalagnanam (IEEE BigData, 2019)

Industry Specific Word Embedding and its Application in Log Classification. - Elham Khabiri; Wesley M. Gifford; Bhanukiran Vinzamuri; Dhaval Patel 002; Pietro Mazzoleni (CIKM, 2019)

Providing Cooperative Data Analytics for Real Applications Using Machine Learning. - Arun Iyengar; Jayant Kalagnanam; Dhaval Patel 002; Chandra Reddy; Shrey Shrivastava (ICDCS, 2019)

ThunderML: A Toolkit for Enabling AI/ML Models on Cloud for Industry 4.0. - Shrey Shrivastava; Dhaval Patel 002; Wesley M. Gifford; Stuart Siegel; Jayant Kalagnanam (ICWS, 2019)

NE2: named event extraction engine. - Swati Gupta; Dhaval Patel 002 (Knowl. Inf. Syst., 2019)

Smart-ML: A System for Machine Learning Model Exploration using Pipeline Graph. - Dhaval Patel 002; Shrey Shrivastava; Wesley M. Gifford; Stuart Siegel; Jayant Kalagnanam; Chandra Reddy (IEEE BigData, 2020)

FLOps: On Learning Important Time Series Features for Real-Valued Prediction. - Dhaval Patel 002; Syed Yousaf Shah; Nianjun Zhou; Shrey Shrivastava; Arun Iyengar; Anuradha Bhamidipaty; Jayant Kalagnanam (IEEE BigData, 2020)

Doctor for Machines: A Failure Pattern Analysis Solution for Industry 4.0. - Dhaval Patel 002; Nianjun Zhou; Shrey Shrivastava; Jayant Kalagnanam (IEEE BigData, 2020)

DQLearn : A Toolkit for Structured Data Quality Learning. - Shrey Shrivastava; Dhaval Patel 002; Nianjun Zhou; Arun Iyengar; Anuradha Bhamidipaty (IEEE BigData, 2020)

A Verifiable Imputation Analysis for Univariate Time Series and Enabling Package. - Nianjun Zhou; Dhaval Patel 002; Arun Iyengar; Shrey Shrivastava; Anuradha Bhamidipaty (IEEE BigData, 2020)

Real-Time Data Quality Analysis. - Arun Iyengar; Dhaval Patel 002; Shrey Shrivastava; Nianjun Zhou; Anuradha Bhamidipaty (CogMI, 2020)

DiNer - On Building Multilingual Disease-News Profiler. - Sajal Rustagi; Dhaval Patel 002 (Trans. Large Scale Data Knowl. Centered Syst., 2020)

Scaling Anomaly Detection Service Using Serverless Technology. - Dhaval Patel 002; Shuxin Lin; Srideepika Jayaraman; Giridhar Ganapavarapu; Anuradha Bhamidipaty; Jayant Kalagnanam (IEEE BigData, 2021)

Asset Modeling using Serverless Computing. - Srideepika Jayaraman; Chandra Reddy; Elham Khabiri; Dhaval Patel 002; Anuradha Bhamidipaty; Jayant Kalagnanam (IEEE BigData, 2021)

A Transformer-based Framework for Multivariate Time Series Representation Learning. - George Zerveas; Srideepika Jayaraman; Dhaval Patel 002; Anuradha Bhamidipaty; Carsten Eickhoff (KDD, 2021)

AutoAI-TS: AutoAI for Time Series Forecasting. - Syed Yousaf Shah; Dhaval Patel 002; Long Vu; Xuan-Hong Dang; Bei Chen; Peter Kirchner; Horst Samulowitz; David Wood; Gregory Bramble; Wesley M. Gifford; Giridhar Ganapavarapu; Roman Vaculín; et al. (SIGMOD Conference, 2021)

Time Series Clustering for Human Behavior Pattern Mining. - Rohan Kabra; Divya Saxena; Dhaval Patel 002; Jiannong Cao 001 (CoRR, 2021)

DQDF: Data-Quality-Aware Dataframes. - Phanwadee Sinthong; Dhaval Patel 002; Nianjun Zhou; Shrey Shrivastava; Arun Iyengar; Anuradha Bhamidipaty (Proc. VLDB Endow., 2021)

AnomalyKiTS: Anomaly Detection Toolkit for Time Series. - Dhaval Patel 002; Giridhar Ganapavarapu; Srideepika Jayaraman; Shuxin Lin; Anuradha Bhamidipaty; Jayant Kalagnanam (AAAI, 2022)

DSServe - Data Science using Serverless. - Dhaval Patel 002; Shuxin Lin; Jayant Kalagnanam (IEEE Big Data, 2022)

Time Series Anomaly Detection Toolkit for Data Scientist. - Dhaval Patel 002; Dzung Phan; Markus Mueller (ICDE, 2022)

Toolkit for Time Series Anomaly Detection. - Dhaval Patel 002; Dzung Phan; Markus Mueller; Amaresh Rajasekharan (KDD, 2022)

AI Model Factory: Scaling AI for Industry 4.0 Applications. - Dhaval Patel 002; Shuxin Lin; Dhruv Shah; Srideepika Jayaraman; Joern Ploennigs; Anuradha Bhamidipati; Jayant Kalagnanam (AAAI, 2023)

Foundations and Applications in Large-scale AI Models: Pre-training, Fine-tuning, and Prompt-based Learning. - Derek Zhiyuan Cheng; Dhaval Patel 002; Linsey Pang; Sameep Mehta; Kexin Xie; Ed H. Chi; Wei Liu 007; Nitesh V. Chawla; James Bailey 001 (KDD, 2023)

Identifying Homogeneous and Interpretable Groups for Conformal Prediction. - Natalia Martinez Gil; Dhaval Patel 002; Chandra Reddy; Giridhar Ganapavarapu; Roman Vaculín; Jayant Kalagnanam (UAI, 2024)

Towards Automated Solution Recipe Generation for Industrial Asset Management with LLM. - Nianjun Zhou; Dhaval Patel 002; Shuxin Lin; Fearghal O'Donncha (CoRR, 2024)

FailureSensorIQ: A Multi-Choice QA Dataset for Understanding Sensor Relationships and Failure Modes. - Christodoulos Constantinides; Dhaval Patel 002; Shuxin Lin; Claudio Guerrero; Sunil Dagajirao Patil; Jayant Kalagnanam (CoRR, 2025)

AssetOpsBench: Benchmarking AI Agents for Task Automation in Industrial Asset Operations and Maintenance. - Dhaval Patel 002; Shuxin Lin; James T. Rayfield; Nianjun Zhou; Roman Vaculín; Natalia Martinez Gil; Fearghal O'Donncha; Jayant Kalagnanam (CoRR, 2025)

Chat-of-Thought: Collaborative Multi-Agent System for Generating Domain Specific Information. - Christodoulos Constantinides; Shuxin Lin; Nianjun Zhou; Dhaval Patel 002 (CoRR, 2025)

Towards Building General Purpose Embedding Models for Industry 4.0 Agents. - Christodoulos Constantinides; Shuxin Lin; Dhaval Patel 002 (CoRR, 2025)

Toward a Trustworthy Optimization Modeling Agent via Verifiable Synthetic Data Generation. - Vinícius Lima 002; Dzung T. Phan; Jayant Kalagnanam; Dhaval Patel 002; Nianjun Zhou (CoRR, 2025)