R. Sindhgatta

Most-cited papers

SOMA-ME: A platform for the model-driven design of SOA solutions
Liang-Jie Zhang, Nianjun Zhou, Yi-Min Chee, Ahamed Jalaldeen +4 more
2008IBM Systems Journal71 citations
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An Interpretable Probabilistic Approach for Demystifying Black-box Predictive Models
C. Moreira, Yu-Liang Chou, M. Velmurugan, C. Ouyang +2 more
2020Decision Support Systems70 citations
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Using an information retrieval system to retrieve source code samples
R. Sindhgatta
2006International Conference on Software Engineering63 citations
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Sentence Level or Token Level Features for Automatic Short Answer Grading?: Use Both
Swarnadeep Saha, Tejas I. Dhamecha, S. Marvaniya, R. Sindhgatta +1 more
2018International Conference on Artificial Intelligence in Education59 citations
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SmartDispatch: enabling efficient ticket dispatch in an IT service environment
Shivali Agarwal, R. Sindhgatta, B. Sengupta
2012Knowledge Discovery and Data Mining54 citations
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Measuring the Quality of Service Oriented Design
R. Sindhgatta, B. Sengupta, Karthikeyan Ponnalagu
2009ICSOC/ServiceWave51 citations Open access
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Augmenting Classrooms with AI for Personalized Education
Ravi Kokku, Sharad C. Sundararajan, Prasenjit Dey, R. Sindhgatta +2 more
2018IEEE International Conference on Acoustics, Speech, and Signal Processing46 citations
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Building Interpretable Models for Business Process Prediction using Shared and Specialised Attention Mechanisms
Bemali Wickramanayake, Zhipeng He, C. Ouyang, C. Moreira +2 more
2021Knowledge-Based Systems42 citations Open access
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Characterizing the Pedagogical Benefits of Adaptive Feedback for Compilation Errors by Novice Programmers
Umair Z. Ahmed, R. Sindhgatta, Nisheeth Srivastava, Amey Karkare
20202020 IEEE/ACM 42nd International Conference on Software Engineering: Software Engineering Education and Training (ICSE-SEET)38 citations Open access
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Evaluating Fidelity of Explainable Methods for Predictive Process Analytics
M. Velmurugan, C. Ouyang, Catarina Moreira, R. Sindhgatta
2021CAiSE Forum37 citations
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Exploring Interpretable Predictive Models for Business Processes
R. Sindhgatta, C. Moreira, C. Ouyang, A. Barros
2020International Conference on Business Process Management36 citations Open access
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The effect of machine learning explanations on user trust for automated diagnosis of COVID-19
Kanika Goel, R. Sindhgatta, S. Kalra, Rohan Goel +1 more
2022Comput. Biol. Medicine34 citations Open access
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Targeted Example Generation for Compilation Errors
Umair Z. Ahmed, R. Sindhgatta, Nisheeth Srivastava, Amey Karkare
2019International Conference on Automated Software Engineering33 citations Open access
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Exploring Interpretability for Predictive Process Analytics
R. Sindhgatta, C. Ouyang, C. Moreira
2019International Conference on Service Oriented Computing33 citations Open access
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Context-Aware Analysis of Past Process Executions to Aid Resource Allocation Decisions
R. Sindhgatta, A. Ghose, K. Dam
2016International Conference on Advanced Information Systems Engineering33 citations
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Memory-Augmented Neural Networks for Predictive Process Analytics
Muhammad Asjad Khan, Hung Le, Kien Do, T. Tran +3 more
2018arXiv.org32 citations
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Creating Scoring Rubric from Representative Student Answers for Improved Short Answer Grading
S. Marvaniya, Swarnadeep Saha, Tejas I. Dhamecha, P. Foltz +2 more
2018International Conference on Information and Knowledge Management30 citations Open access
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AutoMixer for Improved Multivariate Time-Series Forecasting on Business and IT Observability Data
Santosh Palaskar, Vijay Ekambaram, A. Jati, Neelamadhav Gantayat +10 more
2023AAAI Conference on Artificial Intelligence23 citations Open access
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A collaborative platform for application knowledge management in software maintenance projects
Santonu Sarkar, R. Sindhgatta, K. Pooloth
2008Bangalore Compute Conf.21 citations
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An extensible framework for tracing model evolution in SOA solution design
R. Sindhgatta, B. Sengupta
2009OOPSLA Companion20 citations
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Accelerating Collaboration in Task Assignment Using a Socially Enhanced Resource Model
R. Liu, Shivali Agarwal, R. Sindhgatta, Juhnyoung Lee
2013International Conference on Business Process Management19 citations
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Software evolution in agile development: a case study
R. Sindhgatta, N. Narendra, B. Sengupta
2010SPLASH/OOPSLA Companion19 citations
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Developing a Fidelity Evaluation Approach for Interpretable Machine Learning
M. Velmurugan, C. Ouyang, Catarina Moreira, R. Sindhgatta
2021arXiv.org18 citations
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Evaluating Stability of Post-hoc Explanations for Business Process Predictions
M. Velmurugan, C. Ouyang, Catarina Moreira, R. Sindhgatta
2021International Conference on Service Oriented Computing18 citations
Semantic Scholar
Development and Deployment of a Large-Scale Dialog-based Intelligent Tutoring System
Shazia Afzal, Tejas I. Dhamecha, N. Mukhi, R. Sindhgatta +3 more
2019North American Chapter of the Association for Computational Linguistics18 citations Open access
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DeepProcess: Supporting Business Process Execution Using a MANN-Based Recommender System
Asjad M. Khan, Hung Le, Kien Do, T. Tran +3 more
2018International Conference on Service Oriented Computing18 citations Open access
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Identifying domain expertise of developers from source code
R. Sindhgatta
2008Knowledge Discovery and Data Mining17 citations
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A Framework for Testing and Adapting REST APIs as LLM Tools
Jayachandu Bandlamudi, Ritwik Chaudhuri, Neelamadhav Gantayat, Sambit Ghosh +4 more
2025arXiv.org14 citations
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Evolution of developer collaboration on the jazz platform: a study of a large scale agile project
Subhajit Datta, R. Sindhgatta, B. Sengupta
2011International Symposium on Electronic Commerce14 citations Open access
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Locating Components Realizing Services in Existing Systems
R. Sindhgatta, Karthikeyan Ponnalagu
2008IEEE International Conference on Services Computing13 citations
Semantic Scholar
Balancing Human Efforts and Performance of Student Response Analyzer in Dialog-Based Tutors
Tejas I. Dhamecha, S. Marvaniya, Swarnadeep Saha, R. Sindhgatta +1 more
2018International Conference on Artificial Intelligence in Education12 citations
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Identifying Software Decompositions by Applying Transaction Clustering on Source Code
R. Sindhgatta, K. Pooloth
2007Annual International Computer Software and Applications Conference12 citations
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Functional and Non-functional Requirements Specification for Enterprise Applications
R. Sindhgatta, Srinivas Thonse
2005International Conference on Product Focused Software Process Improvement12 citations
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Scaling up chatbots for corporate service delivery systems
A. Barros, R. Sindhgatta, Alireza Nili
2021Communications of the ACM11 citations Open access
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Joint Multi-Domain Learning for Automatic Short Answer Grading
Swarnadeep Saha, Tejas I. Dhamecha, S. Marvaniya, P. Foltz +2 more
2019arXiv.org11 citations
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Inferring Frequently Asked Questions from Student Question Answering Forums
R. Sindhgatta, S. Marvaniya, Tejas I. Dhamecha, B. Sengupta
2017Educational Data Mining11 citations
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Talk versus work: characteristics of developer collaboration on the jazz platform
Subhajit Datta, R. Sindhgatta, B. Sengupta
2012Conference on Object-Oriented Programming Systems, Languages, and Applications11 citations Open access
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Developing guidelines for functionally-grounded evaluation of explainable artificial intelligence using tabular data
M. Velmurugan, Chun Ouyang, Yue Xu, R. Sindhgatta +2 more
2025Engineering applications of artificial intelligence10 citations Open access
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Intelligent Math Tutor: Problem-Based Approach to Create Cognizance
Monika Gupta, Neelamadhav Gantayat, R. Sindhgatta
2017ACM Conference on Learning @ Scale10 citations
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LLM-powered GraphQL Generator for Data Retrieval
Balaji Ganesan, Sambit Ghosh, Nitin Gupta, M. Kesarwani +2 more
2024International Joint Conference on Artificial Intelligence9 citations Open access
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Evaluating Explainable Methods for Predictive Process Analytics: A Functionally-Grounded Approach
M. Velmurugan, C. Ouyang, C. Moreira, R. Sindhgatta
2020arXiv.org9 citations
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Automated Creation and Enrichment Framework for Improved Invocation of Enterprise APIs as Tools
Prerna Agarwal, Himanshu Gupta, Soujanya Soni, R. D. Vallam +2 more
2025AAAI Conference on Artificial Intelligence8 citations
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Goal-Oriented Next Best Activity Recommendation using Reinforcement Learning
Prerna Agarwal, Avani Gupta, R. Sindhgatta, Sampath Dechu
2022arXiv.org8 citations Open access
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Preference-Based Resource and Task Allocation in Business Process Automation
Reihaneh Bidar, Arthur H. M. ter Hofstede, R. Sindhgatta, C. Ouyang
2019OTM Conferences8 citations
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Cognitive Coordination of Global Service Delivery
L. Varshney, Shivali Agarwal, Yi-Min Chee, R. Sindhgatta +3 more
2014arXiv.org8 citations
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Behavioral Analysis of Service Delivery Models
Gargi Dasgupta, R. Sindhgatta, Shivali Agarwal
2013International Conference on Service Oriented Computing8 citations Open access
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Use of Ontology for Automating Knowledge Intensive Business Processes
Jyoti M. Bhat, K. Pooloth, M. Moorthy, R. Sindhgatta +1 more
2007Ontologies8 citations
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Exploring Trust and Transparency in Retrieval-Augmented Generation for Domain Experts
D. Ravi, R. Sindhgatta
2025CHI Extended Abstracts7 citations
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Towards Business Process Observability
Avirup Saha, Prerna Agarwal, Sambit Ghosh, Neelamadhav Gantayat +1 more
2024COMAD/CODS7 citations Open access
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Analysis of Operational Data for Expertise Aware Staffing
R. Sindhgatta, Gargi Dasgupta, A. Ghose
2014International Conference on Business Process Management7 citations
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