Dhaval Patel

Orcid: 0000-0001-6210-0902

Affiliations:
  • IBM TJ Watson Research Center
  • Indian Institute of Technology, Department of Computer Science Engineering, Roorkee, India (former)
  • National University of Singapore, School of Computing, Singapore, (former)


According to our database1, Dhaval Patel authored at least 71 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2024
Towards Automated Solution Recipe Generation for Industrial Asset Management with LLM.
CoRR, 2024

2023
Foundations and Applications in Large-scale AI Models: Pre-training, Fine-tuning, and Prompt-based Learning.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

AI Model Factory: Scaling AI for Industry 4.0 Applications.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Toolkit for Time Series Anomaly Detection.
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.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

DSServe - Data Science using Serverless.
Proceedings of the IEEE International Conference on Big Data, 2022

AnomalyKiTS: Anomaly Detection Toolkit for Time Series.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
DQDF: Data-Quality-Aware Dataframes.
Proc. VLDB Endow., 2021

Time Series Clustering for Human Behavior Pattern Mining.
CoRR, 2021

AutoAI-TS: AutoAI for Time Series Forecasting.
Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

A Transformer-based Framework for Multivariate Time Series Representation Learning.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Asset Modeling using Serverless Computing.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Scaling Anomaly Detection Service Using Serverless Technology.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020
DiNer - On Building Multilingual Disease-News Profiler.
Trans. Large Scale Data Knowl. Centered Syst., 2020

Real-Time Data Quality Analysis.
Proceedings of the 2nd IEEE International Conference on Cognitive Machine Intelligence, 2020

A Verifiable Imputation Analysis for Univariate Time Series and Enabling Package.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

DQLearn : A Toolkit for Structured Data Quality Learning.
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.
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.
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.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019
NE<sup>2</sup>: named event extraction engine.
Knowl. Inf. Syst., 2019

ThunderML: A Toolkit for Enabling AI/ML Models on Cloud for Industry 4.0.
Proceedings of the Web Services - ICWS 2019, 2019

Providing Cooperative Data Analytics for Real Applications Using Machine Learning.
Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019

Industry Specific Word Embedding and its Application in Log Classification.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

DQA: Scalable, Automated and Interactive Data Quality Advisor.
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.
CoRR, 2018

News Category Network based Approach for News Source Recommendations.
Proceedings of the 2018 International Conference on Advances in Computing, 2018

STIPA: A Memory Efficient Technique for Interval Pattern Discovery.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

ChieF: A Change Pattern based Interpretable Failure Analyzer.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017
Time-aware relation extraction for entities using news headlines.
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.
Proceedings of the Tenth International Conference on Contemporary Computing, 2017

A fast and scalable crowd sensing based trajectory tracking system.
Proceedings of the Tenth International Conference on Contemporary Computing, 2017

Named Entity Classification Using Search Engine's Query Suggestions.
Proceedings of the Advances in Information Retrieval, 2017

An Improved Smartphone-Based Non-Participatory Crowd Monitoring System in Smart Environments.
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.
Proceedings of the Fourth ACM IKDD Conferences on Data Sciences, 2017

Mining Credible and Relevant News from Social Networks.
Proceedings of the Big Data Analytics - 5th International Conference, 2017

2016
AcT: Accuracy-aware crawling techniques for cloud-crawler.
World Wide Web, 2016

SL - FII: Syntactic and Lexical Constraints with Frequency based Iterative Improvement for Disease Mention Recognition in News Headlines.
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.
Proceedings of the 27th ACM Conference on Hypertext and Social Media, 2016

Discovery, Enrichment and Disambiguation of Acronyms.
Proceedings of the Big Data Analytics and Knowledge Discovery, 2016

Top-K High Utility Episode Mining from a Complex Event Sequence.
Proceedings of the 21st International Conference on Management of Data, 2016

Tools, Techniques and Case Studies for Text Analytics for Real World Problems.
Proceedings of the 21st International Conference on Management of Data, 2016

Lightweight system for NE-tagged news headlines corpus creation.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015
On Discovery of Spatiotemporal Influence-Based Moving Clusters.
ACM Trans. Intell. Syst. Technol., 2015

LinkNet: capturing temporal dependencies among spatial regions.
Distributed Parallel Databases, 2015

Techniques for Deep Query Understanding.
CoRR, 2015

Did You Know? - Mining Interesting Trivia for Entities from Wikipedia.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

TiDE: Template-Independent Discourse Data Extraction.
Proceedings of the Big Data Analytics and Knowledge Discovery, 2015

k-Consistent Influencers in Network Data.
Proceedings of the Database Systems for Advanced Applications, 2015

GPU-based out-of-core MDL clustering algorithm.
Proceedings of the Second ACM IKDD Conference on Data Sciences, 2015

Identifying Top-k Consistent News-Casters on Twitter.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

Efficient Skyline Itemsets Mining.
Proceedings of the Eighth International C* Conference on Computer Science & Software Engineering, 2015

Class Aware Exemplar Discovery from Microarray Gene Expression Data.
Proceedings of the Big Data Analytics - 4th International Conference, 2015

2014
Detecting click fraud in online advertising: a data mining approach.
J. Mach. Learn. Res., 2014

Mobile health application for early disease outbreak-period detection.
Proceedings of the 16th IEEE International Conference on e-Health Networking, 2014

Inferring Topic-Level Influence from Network Data.
Proceedings of the Database and Expert Systems Applications, 2014

ActMiner: Discovering Location-Specific Activities from Community-Authored Reviews.
Proceedings of the Data Warehousing and Knowledge Discovery, 2014

Removing Noise Content from Online News Articles.
Proceedings of the 20th International Conference on Management of Data, 2014

NewsInstaMiner: Enriching News Article Using Instagram.
Proceedings of the Big Data Analytics - Third International Conference, 2014

2013
Incremental Mining of Top-k Maximal Influential Paths in Network Data.
Trans. Large Scale Data Knowl. Centered Syst., 2013

Efficient Mining of Lag Patterns in Evolving Time Series.
Trans. Large Scale Data Knowl. Centered Syst., 2013

Incorporating duration and region association information in trajectory classification.
J. Locat. Based Serv., 2013

2012
Incorporating Duration Information for Trajectory Classification.
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

Integrating Frequent Pattern Mining from Multiple Data Domains for Classification.
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

Top-k Maximal Influential Paths in Network Data.
Proceedings of the Database and Expert Systems Applications, 2012

2011
Discriminative Mutation Chains in Virus Sequences.
Proceedings of the IEEE 23rd International Conference on Tools with Artificial Intelligence, 2011

2010
Lag Patterns in Time Series Databases.
Proceedings of the Database and Expert Systems Applications, 21th International Conference, 2010

Interval-Orientation Patterns in Spatio-temporal Databases.
Proceedings of the Database and Expert Systems Applications, 21st International Conference, 2010

2009
Analyzing Abnormal Events from Spatio-temporal Trajectories.
Proceedings of the ICDM Workshops 2009, 2009

2008
Mining relationships among interval-based events for classification.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008

2006
An Adaptive Negotiation Strategy for Electronic Transactions.
Proceedings of the Tenth IEEE International Enterprise Distributed Object Computing Conference (EDOC 2006), 2006


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