Dhaval Patel

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 54

Top Topics

Top Venues

Publications

Nianjun Zhou, Dhaval Patel, Shuxin Lin, Fearghal O'Donncha
Towards Automated Solution Recipe Generation for Industrial Asset Management with LLM. CoRR (2024)
Dhaval Patel, Shuxin Lin, Dhruv Shah, Srideepika Jayaraman, Joern Ploennigs, Anuradha Bhamidipati, Jayant Kalagnanam
AI Model Factory: Scaling AI for Industry 4.0 Applications. AAAI (2023)
Derek Zhiyuan Cheng, Dhaval Patel, Linsey Pang, Sameep Mehta, Kexin Xie, Ed H. Chi, Wei Liu, Nitesh V. Chawla, James Bailey
Foundations and Applications in Large-scale AI Models: Pre-training, Fine-tuning, and Prompt-based Learning. KDD (2023)
Dhaval Patel, Shuxin Lin, Jayant Kalagnanam
DSServe - Data Science using Serverless. Big Data (2022)
Dhaval Patel, Giridhar Ganapavarapu, Srideepika Jayaraman, Shuxin Lin, Anuradha Bhamidipaty, Jayant Kalagnanam
AnomalyKiTS: Anomaly Detection Toolkit for Time Series. AAAI (2022)
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
AutoAI-TS: AutoAI for Time Series Forecasting. CoRR (2021)
Srideepika Jayaraman, Chandra Reddy, Elham Khabiri, Dhaval Patel, Anuradha Bhamidipaty, Jayant Kalagnanam
Asset Modeling using Serverless Computing. IEEE BigData (2021)
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
AutoAI-TS: AutoAI for Time Series Forecasting. SIGMOD Conference (2021)
Phanwadee Sinthong, Dhaval Patel, Nianjun Zhou, Shrey Shrivastava, Arun Iyengar, Anuradha Bhamidipaty
DQDF: Data-Quality-Aware Dataframes. Proc. VLDB Endow. 15 (4) (2021)
Rohan Kabra, Divya Saxena, Dhaval Patel, Jiannong Cao
Time Series Clustering for Human Behavior Pattern Mining. CoRR (2021)
George Zerveas, Srideepika Jayaraman, Dhaval Patel, Anuradha Bhamidipaty, Carsten Eickhoff
A Transformer-based Framework for Multivariate Time Series Representation Learning. KDD (2021)
Dhaval Patel, Shuxin Lin, Srideepika Jayaraman, Giridhar Ganapavarapu, Anuradha Bhamidipaty, Jayant Kalagnanam
Scaling Anomaly Detection Service Using Serverless Technology. IEEE BigData (2021)
Shrey Shrivastava, Dhaval Patel, Nianjun Zhou, Arun Iyengar, Anuradha Bhamidipaty
DQLearn : A Toolkit for Structured Data Quality Learning. IEEE BigData (2020)
Nianjun Zhou, Dhaval Patel, Arun Iyengar, Shrey Shrivastava, Anuradha Bhamidipaty
A Verifiable Imputation Analysis for Univariate Time Series and Enabling Package. IEEE BigData (2020)
Sajal Rustagi, Dhaval Patel
DiNer - On Building Multilingual Disease-News Profiler. Trans. Large Scale Data Knowl. Centered Syst. 43 (2020)
George Zerveas, Srideepika Jayaraman, Dhaval Patel, Anuradha Bhamidipaty, Carsten Eickhoff
A Transformer-based Framework for Multivariate Time Series Representation Learning. CoRR (2020)
Arun Iyengar, Dhaval Patel, Shrey Shrivastava, Nianjun Zhou, Anuradha Bhamidipaty
Real-Time Data Quality Analysis. CogMI (2020)
Dhaval Patel, Nianjun Zhou, Shrey Shrivastava, Jayant Kalagnanam
Doctor for Machines: A Failure Pattern Analysis Solution for Industry 4.0. IEEE BigData (2020)
Dhaval Patel, Syed Yousaf Shah, Nianjun Zhou, Shrey Shrivastava, Arun Iyengar, Anuradha Bhamidipaty, Jayant Kalagnanam
FLOps: On Learning Important Time Series Features for Real-Valued Prediction. IEEE BigData (2020)
Dhaval Patel, Shrey Shrivastava, Wesley M. Gifford, Stuart Siegel, Jayant Kalagnanam, Chandra Reddy
Smart-ML: A System for Machine Learning Model Exploration using Pipeline Graph. IEEE BigData (2020)
Arun Iyengar, Jayant Kalagnanam, Dhaval Patel, Chandra Reddy, Shrey Shrivastava
Providing Cooperative Data Analytics for Real Applications Using Machine Learning. ICDCS (2019)
Shrey Shrivastava, Dhaval Patel, Wesley M. Gifford, Stuart Siegel, Jayant Kalagnanam
ThunderML: A Toolkit for Enabling AI/ML Models on Cloud for Industry 4.0. ICWS (2019)
Swati Gupta, Dhaval Patel
: named event extraction engine. Knowl. Inf. Syst. 59 (2) (2019)
Shrey Shrivastava, Dhaval Patel, Anuradha Bhamidipaty, Wesley M. Gifford, Stuart A. Siegel, Venkata Sitaramagiridharganesh Ganapavarapu, Jayant R. Kalagnanam
DQA: Scalable, Automated and Interactive Data Quality Advisor. IEEE BigData (2019)
Elham Khabiri, Wesley M. Gifford, Bhanukiran Vinzamuri, Dhaval Patel, Pietro Mazzoleni
Industry Specific Word Embedding and its Application in Log Classification. CIKM (2019)
Dhaval Patel, Lam M. Nguyen, Akshay Rangamani, Shrey Shrivastava, Jayant Kalagnanam
ChieF: A Change Pattern based Interpretable Failure Analyzer. IEEE BigData (2018)
Swati Gupta, Shagun Sodhani, Dhaval Patel, Biplab Banerjee
News Category Network based Approach for News Source Recommendations. ICACCI (2018)
Sanket Vaibhav Mehta, Shagun Sodhani, Dhaval Patel
Spatial Co-location Pattern Mining - A new perspective using Graph Database. CoRR (2018)
Amit Kumar Sharma, Dhaval Patel
STIPA: A Memory Efficient Technique for Interval Pattern Discovery. IEEE BigData (2018)
Ankur Garg, Varun Syal, Pankaj Gudlani, Dhaval Patel
Mining Credible and Relevant News from Social Networks. BDA (2017)
Rajdeep Niyogi, Manoj Misra, Tarun Kulshrestha, Dhaval Patel
Smart pilgrim: A mobile-sensor-cloud based system to safeguard pilgrims through smart environment. IC3 (2017)
Amod Aggarwal, Dhaval Patel, Markand P. Oza
On Discovery of permanent land cover changes using time series segmentation approach. CODS (2017)
Rajdeep Niyogi, Tarun Kulshrestha, Dhaval Patel
A fast and scalable crowd sensing based trajectory tracking system. IC3 (2017)
Nivedita Sinha, Jayendra Barua, Rajdeep Niyogi, Dhaval Patel
Time-aware relation extraction for entities using news headlines. ICACCI (2017)
Jayendra Barua, Dhaval Patel
Named Entity Classification Using Search Engine's Query Suggestions. ECIR (2017)
Tarun Kulshrestha, Divya Saxena, Rajdeep Niyogi, Manoj Misra, Dhaval Patel
An Improved Smartphone-Based Non-Participatory Crowd Monitoring System in Smart Environments. CSE/EUC (2) (2017)
Nikita Jain, Swati Gupta, Dhaval Patel
E3: Keyphrase based News Event Exploration Engine. HT (2016)
Kanik Gupta, Vishal Mittal, Bazir Bishnoi, Siddharth Maheshwari, Dhaval Patel
AcT: Accuracy-aware crawling techniques for cloud-crawler. World Wide Web 19 (1) (2016)
Sonam Rathore, Siddharth Dawar, Vikram Goyal, Dhaval Patel
Top-K High Utility Episode Mining from a Complex Event Sequence. COMAD (2016)
Nikita Jain, Swati Gupta, Dhaval Patel
E3 : Keyphrase based News Event Exploration Engine. CoRR (2016)
Jayendra Barua, Dhaval Patel
Discovery, Enrichment and Disambiguation of Acronyms. DaWaK (2016)
Sameep Mehta, Dhaval Patel
Tools, Techniques and Case Studies for Text Analytics for Real World Problems. COMAD (2016)
Avinash Kumar, Dhaval Patel, Nikita Jain
Lightweight system for NE-tagged news headlines corpus creation. IEEE BigData (2016)
Sidak Pal Singh, Sopan Khosla, Sajal Rustagi, Manisha Patel, Dhaval Patel
SL - FII: Syntactic and Lexical Constraints with Frequency based Iterative Improvement for Disease Mention Recognition in News Headlines. BAI@IJCAI (2016)
Enliang Xu, Wynne Hsu, Mong-Li Lee, Dhaval Patel
k-Consistent Influencers in Network Data. DASFAA (2) (2015)
Abhay Prakash, Manoj Kumar Chinnakotla, Dhaval Patel, Puneet Garg
Did You Know? - Mining Interesting Trivia for Entities from Wikipedia. IJCAI (2015)
Dhaval Patel
On Discovery of Spatiotemporal Influence-Based Moving Clusters. ACM Trans. Intell. Syst. Technol. 6 (1) (2015)
Jayendra Barua, Dhaval Patel, Vikram Goyal
TiDE: Template-Independent Discourse Data Extraction. DaWaK (2015)
Dhaval Patel, Wynne Hsu, Mong-Li Lee
LinkNet: capturing temporal dependencies among spatial regions. Distributed Parallel Databases 33 (2) (2015)
Piyush Madan, Jaismeen Kaur, Sheetal Bhavsar, Dhaval Patel, Manoj Mishra
GPU-based out-of-core MDL clustering algorithm. CODS (2015)
Shivani Sharma, Abhinna Agrawal, Dhaval Patel
Class Aware Exemplar Discovery from Microarray Gene Expression Data. BDA (2015)
Sahisnu Mazumder, Sameep Mehta, Dhaval Patel
Identifying Top-k Consistent News-Casters on Twitter. CIKM (2015)
Vikram Goyal, Ashish Sureka, Dhaval Patel
Efficient Skyline Itemsets Mining. C3S2E (2015)
Abhay Prakash, Dhaval Patel
Techniques for Deep Query Understanding. CoRR (2015)
Enliang Xu, Wynne Hsu, Mong-Li Lee, Dhaval Patel
Inferring Topic-Level Influence from Network Data. DEXA (2) (2014)
Sahisnu Mazumder, Dhaval Patel, Sameep Mehta
ActMiner: Discovering Location-Specific Activities from Community-Authored Reviews. DaWaK (2014)
Preetika Rani, Vaskar Raychoudhury, Sandeep Singh Sandha, Dhaval Patel
Mobile health application for early disease outbreak-period detection. Healthcom (2014)
Mohit Thakur, Dhaval Patel, Shrikant Kumar, Jayendra Barua
NewsInstaMiner: Enriching News Article Using Instagram. BDA (2014)
Jayendra Barua, Dhaval Patel, Ankur Agrawal
Removing Noise Content from Online News Articles. COMAD (2014)
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
Detecting click fraud in online advertising: a data mining approach. J. Mach. Learn. Res. 15 (1) (2014)
Dhaval Patel, Wynne Hsu, Mong-Li Lee
Efficient Mining of Lag Patterns in Evolving Time Series. Trans. Large Scale Data Knowl. Centered Syst. 11 (2013)
Enliang Xu, Wynne Hsu, Mong-Li Lee, Dhaval Patel
Incremental Mining of Top-k Maximal Influential Paths in Network Data. Trans. Large Scale Data Knowl. Centered Syst. 10 (2013)
Dhaval Patel
Incorporating duration and region association information in trajectory classification. J. Locat. Based Serv. 7 (4) (2013)
Dhaval Patel, Chang Sheng, Wynne Hsu, Mong-Li Lee
Incorporating Duration Information for Trajectory Classification. ICDE (2012)
Enliang Xu, Wynne Hsu, Mong-Li Lee, Dhaval Patel
Top-k Maximal Influential Paths in Network Data. DEXA (1) (2012)
Dhaval Patel, Wynne Hsu, Mong-Li Lee
Integrating Frequent Pattern Mining from Multiple Data Domains for Classification. ICDE (2012)
Dhaval Patel, Wynne Hsu, Mong-Li Lee
Discriminative Mutation Chains in Virus Sequences. ICTAI (2011)
Dhaval Patel
Interval-Orientation Patterns in Spatio-temporal Databases. DEXA (1) (2010)
Dhaval Patel, Wynne Hsu, Mong-Li Lee, Srinivasan Parthasarathy
Lag Patterns in Time Series Databases. DEXA (2) (2010)
Dhaval Patel, Chidansh Amitkumar Bhatt, Wynne Hsu, Mong-Li Lee, Mohan S. Kankanhalli
Analyzing Abnormal Events from Spatio-temporal Trajectories. ICDM Workshops (2009)
Dhaval Patel, Wynne Hsu, Mong-Li Lee
Mining relationships among interval-based events for classification. SIGMOD Conference (2008)
Dhaval Patel, Arobinda Gupta
An Adaptive Negotiation Strategy for Electronic Transactions. EDOC (2006)