Dhaval Patel

According to our database, Dhaval Patel authored at least 70 papers between 2006 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Foundations and Applications in Large-scale AI Models: Pre-training, Fine-tuning, and Prompt-based Learning.

Derek Zhiyuan Cheng, Dhaval Patel, Linsey Pang, Sameep Mehta, Kexin Xie, Ed H. Chi, Wei Liu, Nitesh V. Chawla, James Bailey

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

AI Model Factory: Scaling AI for Industry 4.0 Applications.

Dhaval Patel, Shuxin Lin, Dhruv Shah, Srideepika Jayaraman, Joern Ploennigs, Anuradha Bhamidipati, Jayant Kalagnanam

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

2022

Toolkit for Time Series Anomaly Detection.

Dhaval Patel, Dzung Phan, Markus Mueller, Amaresh Rajasekharan

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Time Series Anomaly Detection Toolkit for Data Scientist.

Dhaval Patel, Dzung Phan, Markus Mueller

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

DSServe - Data Science using Serverless.

Dhaval Patel, Shuxin Lin, Jayant Kalagnanam

Proceedings of the IEEE International Conference on Big Data, 2022

AnomalyKiTS: Anomaly Detection Toolkit for Time Series.

Dhaval Patel, Giridhar Ganapavarapu, Srideepika Jayaraman, Shuxin Lin, Anuradha Bhamidipaty, Jayant Kalagnanam

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

DQDF: Data-Quality-Aware Dataframes.

Phanwadee Sinthong, Dhaval Patel, Nianjun Zhou, Shrey Shrivastava, Arun Iyengar, Anuradha Bhamidipaty

Proc. VLDB Endow., 2021

Time Series Clustering for Human Behavior Pattern Mining.

Rohan Kabra, Divya Saxena, Dhaval Patel, Jiannong Cao

CoRR, 2021

AutoAI-TS: AutoAI for Time Series Forecasting.

Syed Yousaf Shah, Dhaval Patel, Long Vu, Xuan-Hong Dang, Bei Chen, Peter Kirchner, Horst Samulowitz, David Wood, Gregory Bramble, Wesley M. Gifford, Giridhar Ganapavarapu, Roman Vaculín, Petros Zerfos

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

A Transformer-based Framework for Multivariate Time Series Representation Learning.

George Zerveas, Srideepika Jayaraman, Dhaval Patel, Anuradha Bhamidipaty, Carsten Eickhoff

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Asset Modeling using Serverless Computing.

Srideepika Jayaraman, Chandra Reddy, Elham Khabiri, Dhaval Patel, Anuradha Bhamidipaty, Jayant Kalagnanam

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Scaling Anomaly Detection Service Using Serverless Technology.

Dhaval Patel, Shuxin Lin, Srideepika Jayaraman, Giridhar Ganapavarapu, Anuradha Bhamidipaty, Jayant Kalagnanam

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

DiNer - On Building Multilingual Disease-News Profiler.

Sajal Rustagi, Dhaval Patel

Trans. Large Scale Data Knowl. Centered Syst., 2020

Real-Time Data Quality Analysis.

Arun Iyengar, Dhaval Patel, Shrey Shrivastava, Nianjun Zhou, Anuradha Bhamidipaty

Proceedings of the 2nd IEEE International Conference on Cognitive Machine Intelligence, 2020

A Verifiable Imputation Analysis for Univariate Time Series and Enabling Package.

Nianjun Zhou, Dhaval Patel, Arun Iyengar, Shrey Shrivastava, Anuradha Bhamidipaty

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

DQLearn : A Toolkit for Structured Data Quality Learning.

Shrey Shrivastava, Dhaval Patel, Nianjun Zhou, Arun Iyengar, Anuradha Bhamidipaty

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Doctor for Machines: A Failure Pattern Analysis Solution for Industry 4.0.

Dhaval Patel, Nianjun Zhou, Shrey Shrivastava, Jayant Kalagnanam

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

FLOps: On Learning Important Time Series Features for Real-Valued Prediction.

Dhaval Patel, Syed Yousaf Shah, Nianjun Zhou, Shrey Shrivastava, Arun Iyengar, Anuradha Bhamidipaty, Jayant Kalagnanam

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Smart-ML: A System for Machine Learning Model Exploration using Pipeline Graph.

Dhaval Patel, Shrey Shrivastava, Wesley M. Gifford, Stuart Siegel, Jayant Kalagnanam, Chandra Reddy

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

NE²: named event extraction engine.

Swati Gupta, Dhaval Patel

Knowl. Inf. Syst., 2019

ThunderML: A Toolkit for Enabling AI/ML Models on Cloud for Industry 4.0.

Shrey Shrivastava, Dhaval Patel, Wesley M. Gifford, Stuart Siegel, Jayant Kalagnanam

Proceedings of the Web Services - ICWS 2019, 2019

Providing Cooperative Data Analytics for Real Applications Using Machine Learning.

Arun Iyengar, Jayant Kalagnanam, Dhaval Patel, Chandra Reddy, Shrey Shrivastava

Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019

Industry Specific Word Embedding and its Application in Log Classification.

Elham Khabiri, Wesley M. Gifford, Bhanukiran Vinzamuri, Dhaval Patel, Pietro Mazzoleni

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

DQA: Scalable, Automated and Interactive Data Quality Advisor.

Shrey Shrivastava, Dhaval Patel, Anuradha Bhamidipaty, Wesley M. Gifford, Stuart A. Siegel, Venkata Sitaramagiridharganesh Ganapavarapu, Jayant R. Kalagnanam

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

Spatial Co-location Pattern Mining - A new perspective using Graph Database.

Sanket Vaibhav Mehta, Shagun Sodhani, Dhaval Patel

CoRR, 2018

News Category Network based Approach for News Source Recommendations.

Swati Gupta, Shagun Sodhani, Dhaval Patel, Biplab Banerjee

Proceedings of the 2018 International Conference on Advances in Computing, 2018

STIPA: A Memory Efficient Technique for Interval Pattern Discovery.

Amit Kumar Sharma, Dhaval Patel

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

ChieF: A Change Pattern based Interpretable Failure Analyzer.

Dhaval Patel, Lam M. Nguyen, Akshay Rangamani, Shrey Shrivastava, Jayant Kalagnanam

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017

Time-aware relation extraction for entities using news headlines.

Nivedita Sinha, Jayendra Barua, Rajdeep Niyogi, Dhaval Patel

Proceedings of the 2017 International Conference on Advances in Computing, 2017

Smart pilgrim: A mobile-sensor-cloud based system to safeguard pilgrims through smart environment.

Rajdeep Niyogi, Manoj Misra, Tarun Kulshrestha, Dhaval Patel

Proceedings of the Tenth International Conference on Contemporary Computing, 2017

A fast and scalable crowd sensing based trajectory tracking system.

Rajdeep Niyogi, Tarun Kulshrestha, Dhaval Patel

Proceedings of the Tenth International Conference on Contemporary Computing, 2017

Named Entity Classification Using Search Engine's Query Suggestions.

Jayendra Barua, Dhaval Patel

Proceedings of the Advances in Information Retrieval, 2017

An Improved Smartphone-Based Non-Participatory Crowd Monitoring System in Smart Environments.

Tarun Kulshrestha, Divya Saxena, Rajdeep Niyogi, Manoj Misra, Dhaval Patel

Proceedings of the 2017 IEEE International Conference on Computational Science and Engineering, 2017

On Discovery of permanent land cover changes using time series segmentation approach.

Amod Aggarwal, Dhaval Patel, Markand P. Oza

Proceedings of the Fourth ACM IKDD Conferences on Data Sciences, 2017

Mining Credible and Relevant News from Social Networks.

Ankur Garg, Varun Syal, Pankaj Gudlani, Dhaval Patel

Proceedings of the Big Data Analytics - 5th International Conference, 2017

2016

AcT: Accuracy-aware crawling techniques for cloud-crawler.

Kanik Gupta, Vishal Mittal, Bazir Bishnoi, Siddharth Maheshwari, Dhaval Patel

World Wide Web, 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

Proceedings of the Workshop on Advances in Bioinformatics and Artificial Intelligence: Bridging the Gap co-located with 25th International Joint Conference on Artificial Intelligence (IJCAI 2016), 2016

E3: Keyphrase based News Event Exploration Engine.

Nikita Jain, Swati Gupta, Dhaval Patel

Proceedings of the 27th ACM Conference on Hypertext and Social Media, 2016

Discovery, Enrichment and Disambiguation of Acronyms.

Jayendra Barua, Dhaval Patel

Proceedings of the Big Data Analytics and Knowledge Discovery, 2016

Top-K High Utility Episode Mining from a Complex Event Sequence.

Sonam Rathore, Siddharth Dawar, Vikram Goyal, Dhaval Patel

Proceedings of the 21st International Conference on Management of Data, 2016

Tools, Techniques and Case Studies for Text Analytics for Real World Problems.

Sameep Mehta, Dhaval Patel

Proceedings of the 21st International Conference on Management of Data, 2016

Lightweight system for NE-tagged news headlines corpus creation.

Avinash Kumar, Dhaval Patel, Nikita Jain

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015

On Discovery of Spatiotemporal Influence-Based Moving Clusters.

Dhaval Patel

ACM Trans. Intell. Syst. Technol., 2015

LinkNet: capturing temporal dependencies among spatial regions.

Dhaval Patel, Wynne Hsu, Mong-Li Lee

Distributed Parallel Databases, 2015

Techniques for Deep Query Understanding.

Abhay Prakash, Dhaval Patel

CoRR, 2015

Did You Know? - Mining Interesting Trivia for Entities from Wikipedia.

Abhay Prakash, Manoj Kumar Chinnakotla, Dhaval Patel, Puneet Garg

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

TiDE: Template-Independent Discourse Data Extraction.

Jayendra Barua, Dhaval Patel, Vikram Goyal

Proceedings of the Big Data Analytics and Knowledge Discovery, 2015

k-Consistent Influencers in Network Data.

Enliang Xu, Wynne Hsu, Mong-Li Lee, Dhaval Patel

Proceedings of the Database Systems for Advanced Applications, 2015

GPU-based out-of-core MDL clustering algorithm.

Piyush Madan, Jaismeen Kaur, Sheetal Bhavsar, Dhaval Patel, Manoj Mishra

Proceedings of the Second ACM IKDD Conference on Data Sciences, 2015

Identifying Top-k Consistent News-Casters on Twitter.

Sahisnu Mazumder, Sameep Mehta, Dhaval Patel

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

Efficient Skyline Itemsets Mining.

Vikram Goyal, Ashish Sureka, Dhaval Patel

Proceedings of the Eighth International C* Conference on Computer Science & Software Engineering, 2015

Class Aware Exemplar Discovery from Microarray Gene Expression Data.

Shivani Sharma, Abhinna Agrawal, Dhaval Patel

Proceedings of the Big Data Analytics - 4th International Conference, 2015

2014

Detecting click fraud in online advertising: a data mining approach.

Richard Jayadi Oentaryo, Ee-Peng Lim, Michael Finegold, David Lo, Feida Zhu, Clifton Phua, Eng-Yeow Cheu, Ghim-Eng Yap, Kelvin Sim, Minh Nhut Nguyen, Kasun S. Perera, Bijay Neupane, Mustafa Amir Faisal, Zeyar Aung, Wei Lee Woon, Wei Chen, Dhaval Patel, Daniel Berrar

J. Mach. Learn. Res., 2014

Mobile health application for early disease outbreak-period detection.

Preetika Rani, Vaskar Raychoudhury, Sandeep Singh Sandha, Dhaval Patel

Proceedings of the 16th IEEE International Conference on e-Health Networking, 2014

Inferring Topic-Level Influence from Network Data.

Enliang Xu, Wynne Hsu, Mong-Li Lee, Dhaval Patel

Proceedings of the Database and Expert Systems Applications, 2014

ActMiner: Discovering Location-Specific Activities from Community-Authored Reviews.

Sahisnu Mazumder, Dhaval Patel, Sameep Mehta

Proceedings of the Data Warehousing and Knowledge Discovery, 2014

Removing Noise Content from Online News Articles.

Jayendra Barua, Dhaval Patel, Ankur Agrawal

Proceedings of the 20th International Conference on Management of Data, 2014

NewsInstaMiner: Enriching News Article Using Instagram.

Mohit Thakur, Dhaval Patel, Shrikant Kumar, Jayendra Barua

Proceedings of the Big Data Analytics - Third International Conference, 2014

2013

Incremental Mining of Top-k Maximal Influential Paths in Network Data.

Enliang Xu, Wynne Hsu, Mong-Li Lee, Dhaval Patel

Trans. Large Scale Data Knowl. Centered Syst., 2013

Efficient Mining of Lag Patterns in Evolving Time Series.

Dhaval Patel, Wynne Hsu, Mong-Li Lee

Trans. Large Scale Data Knowl. Centered Syst., 2013

Incorporating duration and region association information in trajectory classification.

Dhaval Patel

J. Locat. Based Serv., 2013

2012

Incorporating Duration Information for Trajectory Classification.

Dhaval Patel, Chang Sheng, Wynne Hsu, Mong-Li Lee

Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

Integrating Frequent Pattern Mining from Multiple Data Domains for Classification.

Dhaval Patel, Wynne Hsu, Mong-Li Lee

Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

Top-k Maximal Influential Paths in Network Data.

Enliang Xu, Wynne Hsu, Mong-Li Lee, Dhaval Patel

Proceedings of the Database and Expert Systems Applications, 2012

2011

Discriminative Mutation Chains in Virus Sequences.

Dhaval Patel, Wynne Hsu, Mong-Li Lee

Proceedings of the IEEE 23rd International Conference on Tools with Artificial Intelligence, 2011

2010

Lag Patterns in Time Series Databases.

Dhaval Patel, Wynne Hsu, Mong-Li Lee, Srinivasan Parthasarathy

Proceedings of the Database and Expert Systems Applications, 21th International Conference, 2010

Interval-Orientation Patterns in Spatio-temporal Databases.

Dhaval Patel

Proceedings of the Database and Expert Systems Applications, 21st International Conference, 2010

2009

Analyzing Abnormal Events from Spatio-temporal Trajectories.

Dhaval Patel, Chidansh Amitkumar Bhatt, Wynne Hsu, Mong-Li Lee, Mohan S. Kankanhalli

Proceedings of the ICDM Workshops 2009, 2009

2008

Mining relationships among interval-based events for classification.

Dhaval Patel, Wynne Hsu, Mong-Li Lee

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008

2006

An Adaptive Negotiation Strategy for Electronic Transactions.

Dhaval Patel, Arobinda Gupta

Proceedings of the Tenth IEEE International Enterprise Distributed Object Computing Conference (EDOC 2006), 2006