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Dhaval Patel 0002
Person information
- affiliation: IBM TJ Watson Research Center
- affiliation (former): Indian Institute of Technology, Department of Computer Science Engineering, Roorkee, India
- affiliation (former): National University of Singapore, School of Computing, Singapore,
Other persons with the same name
- Dhaval Patel — disambiguation page
- Dhaval K. Patel
(aka: Dhaval Patel 0001) — Ahmedabad University, India
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Journal Articles
- 2021
- [j10]Phanwadee Sinthong
DQDF: Data-Quality-Aware Dataframes. Proc. VLDB Endow. 15(4): 949-957 (2021) - 2020
- [j9]Sajal Rustagi, Dhaval Patel:
DiNer - On Building Multilingual Disease-News Profiler. Trans. Large Scale Data Knowl. Centered Syst. 43: 114-137 (2020) - 2019
- [j8]Swati Gupta
NE2: named event extraction engine. Knowl. Inf. Syst. 59(2): 311-335 (2019) - 2016
- [j7]Kanik Gupta, Vishal Mittal, Bazir Bishnoi, Siddharth Maheshwari, Dhaval Patel:
AcT: Accuracy-aware crawling techniques for cloud-crawler. World Wide Web 19(1): 69-88 (2016) - 2015
- [j6]Dhaval Patel, Wynne Hsu
LinkNet: capturing temporal dependencies among spatial regions. Distributed Parallel Databases 33(2): 165-200 (2015) - [j5]Dhaval Patel:
On Discovery of Spatiotemporal Influence-Based Moving Clusters. ACM Trans. Intell. Syst. Technol. 6(1): 4:1-4:23 (2015) - 2014
- [j4]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): 99-140 (2014) - 2013
- [j3]Dhaval Patel:
Incorporating duration and region association information in trajectory classification. J. Locat. Based Serv. 7(4): 246-271 (2013) - [j2]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: 173-199 (2013) - [j1]Dhaval Patel, Wynne Hsu
Efficient Mining of Lag Patterns in Evolving Time Series. Trans. Large Scale Data Knowl. Centered Syst. 11: 76-101 (2013)
Conference and Workshop Papers
- 2024
- [c58]Natalia Martinez Gil, Dhaval Patel, Chandra Reddy, Giridhar Ganapavarapu, Roman Vaculín, Jayant Kalagnanam:
Identifying Homogeneous and Interpretable Groups for Conformal Prediction. UAI 2024: 2471-2485 - 2023
- [c57]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: 16467-16469 - [c56]Derek Zhiyuan Cheng
Foundations and Applications in Large-scale AI Models: Pre-training, Fine-tuning, and Prompt-based Learning. KDD 2023: 5853-5854 - 2022
- [c55]Dhaval Patel, Giridhar Ganapavarapu, Srideepika Jayaraman
AnomalyKiTS: Anomaly Detection Toolkit for Time Series. AAAI 2022: 13209-13211 - [c54]Dhaval Patel, Shuxin Lin, Jayant Kalagnanam:
DSServe - Data Science using Serverless. IEEE Big Data 2022: 2343-2345 - [c53]Dhaval Patel, Dzung Phan, Markus Mueller:
Time Series Anomaly Detection Toolkit for Data Scientist. ICDE 2022: 3202-3204 - [c52]Dhaval Patel, Dzung Phan, Markus Mueller, Amaresh Rajasekharan:
Toolkit for Time Series Anomaly Detection. KDD 2022: 4812-4813 - 2021
- [c51]Srideepika Jayaraman
Asset Modeling using Serverless Computing. IEEE BigData 2021: 4084-4090 - [c50]Dhaval Patel, Shuxin Lin, Srideepika Jayaraman
Scaling Anomaly Detection Service Using Serverless Technology. IEEE BigData 2021: 5982-5984 - [c49]George Zerveas, Srideepika Jayaraman
A Transformer-based Framework for Multivariate Time Series Representation Learning. KDD 2021: 2114-2124 - [c48]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: 2584-2596 - 2020
- [c47]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: 1604-1613 - [c46]Dhaval Patel, Nianjun Zhou, Shrey Shrivastava, Jayant Kalagnanam:
Doctor for Machines: A Failure Pattern Analysis Solution for Industry 4.0. IEEE BigData 2020: 1614-1623 - [c45]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: 1624-1633 - [c44]Shrey Shrivastava, Dhaval Patel, Nianjun Zhou, Arun Iyengar, Anuradha Bhamidipaty:
DQLearn : A Toolkit for Structured Data Quality Learning. IEEE BigData 2020: 1644-1653 - [c43]Nianjun Zhou, Dhaval Patel, Arun Iyengar, Shrey Shrivastava, Anuradha Bhamidipaty:
A Verifiable Imputation Analysis for Univariate Time Series and Enabling Package. IEEE BigData 2020: 1764-1773 - [c42]Arun Iyengar, Dhaval Patel, Shrey Shrivastava, Nianjun Zhou, Anuradha Bhamidipaty:
Real-Time Data Quality Analysis. CogMI 2020: 101-108 - 2019
- [c41]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: 2913-2922 - [c40]Elham Khabiri, Wesley M. Gifford, Bhanukiran Vinzamuri, Dhaval Patel, Pietro Mazzoleni:
Industry Specific Word Embedding and its Application in Log Classification. CIKM 2019: 2713-2721 - [c39]Arun Iyengar, Jayant Kalagnanam, Dhaval Patel, Chandra Reddy, Shrey Shrivastava:
Providing Cooperative Data Analytics for Real Applications Using Machine Learning. ICDCS 2019: 1878-1890 - [c38]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: 163-180 - 2018
- [c37]Amit Kumar Sharma, Dhaval Patel:
STIPA: A Memory Efficient Technique for Interval Pattern Discovery. IEEE BigData 2018: 1767-1776 - [c36]Dhaval Patel, Lam M. Nguyen, Akshay Rangamani, Shrey Shrivastava, Jayant Kalagnanam:
ChieF: A Change Pattern based Interpretable Failure Analyzer. IEEE BigData 2018: 1978-1985 - [c35]Swati Gupta
News Category Network based Approach for News Source Recommendations. ICACCI 2018: 133-138 - 2017
- [c34]Ankur Garg, Varun Syal, Pankaj Gudlani, Dhaval Patel:
Mining Credible and Relevant News from Social Networks. BDA 2017: 90-102 - [c33]Amod Aggarwal, Dhaval Patel, Markand P. Oza:
On Discovery of permanent land cover changes using time series segmentation approach. CODS 2017: 15:1-15:10 - [c32]Tarun Kulshrestha, Divya Saxena
An Improved Smartphone-Based Non-Participatory Crowd Monitoring System in Smart Environments. CSE/EUC (2) 2017: 132-139 - [c31]Jayendra Barua, Dhaval Patel:
Named Entity Classification Using Search Engine's Query Suggestions. ECIR 2017: 612-618 - [c30]Rajdeep Niyogi, Tarun Kulshrestha, Dhaval Patel:
A fast and scalable crowd sensing based trajectory tracking system. IC3 2017: 1-6 - [c29]Rajdeep Niyogi, Manoj Misra, Tarun Kulshrestha, Dhaval Patel:
Smart pilgrim: A mobile-sensor-cloud based system to safeguard pilgrims through smart environment. IC3 2017: 1-6 - [c28]Nivedita Sinha, Jayendra Barua
Time-aware relation extraction for entities using news headlines. ICACCI 2017: 86-90 - 2016
- [c27]Avinash Kumar, Dhaval Patel, Nikita Jain:
Lightweight system for NE-tagged news headlines corpus creation. IEEE BigData 2016: 3903-3912 - [c26]Sameep Mehta, Dhaval Patel:
Tools, Techniques and Case Studies for Text Analytics for Real World Problems. COMAD 2016 - [c25]Sonam Rathore, Siddharth Dawar, Vikram Goyal, Dhaval Patel:
Top-K High Utility Episode Mining from a Complex Event Sequence. COMAD 2016: 56-63 - [c24]Jayendra Barua, Dhaval Patel:
Discovery, Enrichment and Disambiguation of Acronyms. DaWaK 2016: 345-360 - [c23]Nikita Jain, Swati Gupta
E3: Keyphrase based News Event Exploration Engine. HT 2016: 327-329 - [c22]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: 28-34 - 2015
- [c21]Shivani Sharma
Class Aware Exemplar Discovery from Microarray Gene Expression Data. BDA 2015: 244-257 - [c20]Vikram Goyal, Ashish Sureka, Dhaval Patel:
Efficient Skyline Itemsets Mining. C3S2E 2015: 119-124 - [c19]Sahisnu Mazumder, Sameep Mehta, Dhaval Patel:
Identifying Top-k Consistent News-Casters on Twitter. CIKM 2015: 1875-1878 - [c18]Piyush Madan, Jaismeen Kaur, Sheetal Bhavsar, Dhaval Patel, Manoj Mishra:
GPU-based out-of-core MDL clustering algorithm. CODS 2015: 124-125 - [c17]Enliang Xu, Wynne Hsu
k-Consistent Influencers in Network Data. DASFAA (2) 2015: 452-468 - [c16]Jayendra Barua, Dhaval Patel, Vikram Goyal:
TiDE: Template-Independent Discourse Data Extraction. DaWaK 2015: 149-162 - [c15]Abhay Prakash, Manoj Kumar Chinnakotla, Dhaval Patel, Puneet Garg:
Did You Know? - Mining Interesting Trivia for Entities from Wikipedia. IJCAI 2015: 3164-3170 - 2014
- [c14]Mohit Thakur, Dhaval Patel, Shrikant Kumar, Jayendra Barua:
NewsInstaMiner: Enriching News Article Using Instagram. BDA 2014: 174-188 - [c13]Jayendra Barua
Removing Noise Content from Online News Articles. COMAD 2014: 113-116 - [c12]Sahisnu Mazumder, Dhaval Patel, Sameep Mehta:
ActMiner: Discovering Location-Specific Activities from Community-Authored Reviews. DaWaK 2014: 332-344 - [c11]Enliang Xu, Wynne Hsu
Inferring Topic-Level Influence from Network Data. DEXA (2) 2014: 131-146 - [c10]Preetika Rani, Vaskar Raychoudhury, Sandeep Singh Sandha, Dhaval Patel:
Mobile health application for early disease outbreak-period detection. Healthcom 2014: 483-488 - 2012
- [c9]Enliang Xu, Wynne Hsu
Top-k Maximal Influential Paths in Network Data. DEXA (1) 2012: 369-383 - [c8]Dhaval Patel, Wynne Hsu
Integrating Frequent Pattern Mining from Multiple Data Domains for Classification. ICDE 2012: 1001-1012 - [c7]Dhaval Patel, Chang Sheng, Wynne Hsu
Incorporating Duration Information for Trajectory Classification. ICDE 2012: 1132-1143 - 2011
- [c6]Dhaval Patel, Wynne Hsu
Discriminative Mutation Chains in Virus Sequences. ICTAI 2011: 9-16 - 2010
- [c5]Dhaval Patel, Wynne Hsu
Lag Patterns in Time Series Databases. DEXA (2) 2010: 209-224 - [c4]Dhaval Patel:
Interval-Orientation Patterns in Spatio-temporal Databases. DEXA (1) 2010: 416-431 - 2009
- [c3]Dhaval Patel, Chidansh Amitkumar Bhatt, Wynne Hsu
Analyzing Abnormal Events from Spatio-temporal Trajectories. ICDM Workshops 2009: 616-621 - 2008
- [c2]Dhaval Patel, Wynne Hsu
Mining relationships among interval-based events for classification. SIGMOD Conference 2008: 393-404 - 2006
- [c1]Dhaval Patel, Arobinda Gupta:
An Adaptive Negotiation Strategy for Electronic Transactions. EDOC 2006: 243-252
Informal and Other Publications
- 2025
- [i13]Christodoulos Constantinides, Dhaval Patel, Shuxin Lin, Claudio Guerrero, Sunil Dagajirao Patil, Jayant Kalagnanam:
FailureSensorIQ: A Multi-Choice QA Dataset for Understanding Sensor Relationships and Failure Modes. CoRR abs/2506.03278 (2025) - [i12]Dhaval Patel, Shuxin Lin, James T. Rayfield, Nianjun Zhou, Roman Vaculín, Natalia Martinez Gil, Fearghal O'Donncha, Jayant Kalagnanam:
AssetOpsBench: Benchmarking AI Agents for Task Automation in Industrial Asset Operations and Maintenance. CoRR abs/2506.03828 (2025) - [i11]Christodoulos Constantinides, Shuxin Lin, Nianjun Zhou, Dhaval Patel:
Chat-of-Thought: Collaborative Multi-Agent System for Generating Domain Specific Information. CoRR abs/2506.10086 (2025) - [i10]Christodoulos Constantinides, Shuxin Lin, Dhaval Patel:
Towards Building General Purpose Embedding Models for Industry 4.0 Agents. CoRR abs/2506.12607 (2025) - [i9]Vinícius Lima, Dzung T. Phan, Jayant Kalagnanam, Dhaval Patel, Nianjun Zhou:
Toward a Trustworthy Optimization Modeling Agent via Verifiable Synthetic Data Generation. CoRR abs/2508.03117 (2025) - [i8]Shuxin Lin, Dhaval Patel, Christodoulos Constantinides:
Fine-Tuned Thoughts: Leveraging Chain-of-Thought Reasoning for Industrial Asset Health Monitoring. CoRR abs/2510.18817 (2025) - 2024
- [i7]Nianjun Zhou, Dhaval Patel, Shuxin Lin, Fearghal O'Donncha:
Towards Automated Solution Recipe Generation for Industrial Asset Management with LLM. CoRR abs/2407.18992 (2024) - 2021
- [i6]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 abs/2102.12347 (2021) - [i5]Rohan Kabra, Divya Saxena, Dhaval Patel, Jiannong Cao:
Time Series Clustering for Human Behavior Pattern Mining. CoRR abs/2110.07549 (2021) - 2020
- [i4]George Zerveas, Srideepika Jayaraman, Dhaval Patel, Anuradha Bhamidipaty, Carsten Eickhoff:
A Transformer-based Framework for Multivariate Time Series Representation Learning. CoRR abs/2010.02803 (2020) - 2018
- [i3]Sanket Vaibhav Mehta, Shagun Sodhani, Dhaval Patel:
Spatial Co-location Pattern Mining - A new perspective using Graph Database. CoRR abs/1810.09007 (2018) - 2016
- [i2]Nikita Jain, Swati Gupta, Dhaval Patel:
E3 : Keyphrase based News Event Exploration Engine. CoRR abs/1609.03176 (2016) - 2015
- [i1]Abhay Prakash, Dhaval Patel:
Techniques for Deep Query Understanding. CoRR abs/1505.05187 (2015)
Coauthor Index
Anuradha Bhamidipaty
aka: Anuradha Bhamidipati
aka: Anuradha Bhamidipati
Venkata Sitaramagiridharganesh Ganapavarapu
aka: Giridhar Ganapavarapu
aka: Giridhar Ganapavarapu
Jayant Kalagnanam
aka: Jayant R. Kalagnanam
aka: Jayant R. Kalagnanam
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