Renuka Sindhgatta

94 papers A* 14A 17B 5C 1Misc 1Journal 27Unranked 28

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	Automated Creation and Enrichment Framework for Improved Invocation of Enterprise APIs as Tools. AAAI Prerna Agarwal, Himanshu Gupta, Soujanya Soni, Rohith D. Vallam, Renuka Sindhgatta, Sameep Mehta
2026	A*	`conf`	DFAgent: From Natural Language Data Interactions to Reusable Agent-Ready Tools. AAAI Neelamadhav Gantayat, Renuka Sindhgatta, Sambit Ghosh, Sameep Mehta, Soujanya Soni
2026	A*	`conf`	ToolSmith: A Multi-Agent Framework for Enterprise Tool Creation. AAAI Purna Chandra Sekhar Vakudavathu, Kushal Mukherjee, Jayachandu Bandlamudi, Renuka Sindhgatta, Sameep Mehta
2025	J	`jnl`	A Framework for Testing and Adapting REST APIs as LLM Tools. CoRR Jayachandu Bandlamudi, Ritwik Chaudhuri, Neelamadhav Gantayat, Kushal Mukherjee, Prerna Agarwal, Renuka Sindhgatta, Sameep Mehta
2025	J	`jnl`	Automated Creation and Enrichment Framework for Improved Invocation of Enterprise APIs as Tools. CoRR Prerna Agarwal, Himanshu Gupta, Soujanya Soni, Rohith D. Vallam, Renuka Sindhgatta, Sameep Mehta
2025	J	`jnl`	Developing guidelines for functionally-grounded evaluation of explainable artificial intelligence using tabular data. Eng. Appl. Artif. Intell. Mythreyi Velmurugan, Chun Ouyang, Yue Xu, Renuka Sindhgatta, Bemali Wickramanayake, Catarina Moreira
2025	—	`conf`	Exploring Trust and Transparency in Retrieval-Augmented Generation for Domain Experts. CHI Extended Abstracts Divya Ravi, Renuka Sindhgatta
2025	—	`conf`	ProcessChat: A Dataset for Business Process Grounded Dialogs. CODS Neelamadhav Gantayat, Avirup Saha, Renuka Sindhgatta
2025	J	`jnl`	Through the looking glass: evaluating post hoc explanations using transparent models. Int. J. Data Sci. Anal. Mythreyi Velmurugan, Chun Ouyang, Renuka Sindhgatta, Catarina Moreira
2024	A*	`conf`	AutoMixer for Improved Multivariate Time-Series Forecasting on Business and IT Observability Data. AAAI Santosh Palaskar, Vijay Ekambaram, Arindam Jati, Neelamadhav Gantayat, Avirup Saha, Seema Nagar, Nam H. Nguyen, Pankaj Dayama, Renuka Sindhgatta, Prateeti Mohapatra, Harshit Kumar, Jayant Kalagnanam, Nandyala Hemachandra, Narayan Rangaraj
2024	A*	`conf`	Building Conversational Artifacts to Enable Digital Assistant for APIs and RPAs. AAAI Jayachandu Bandlamudi, Kushal Mukherjee, Prerna Agarwal, Ritwik Chaudhuri, Rakesh Pimplikar, Sampath Dechu, Alex Straley, Anbumunee Ponniah, Renuka Sindhgatta
2024	J	`jnl`	Developing Guidelines for Functionally-Grounded Evaluation of Explainable Artificial Intelligence using Tabular Data. CoRR Mythreyi Velmurugan, Chun Ouyang, Yue Xu, Renuka Sindhgatta, Bemali Wickramanayake, Catarina Moreira
2024	—	`conf`	Forecasting the Impact of Anomalous Events on Business Process Performance. COMAD/CODS Avirup Saha, Sambit Ghosh, Neelamadhav Gantayat, Renuka Sindhgatta
2024	J	`jnl`	Framework to enable and test conversational assistant for APIs and RPAs. AI Mag. Jayachandu Bandlamudi, Kushal Mukherjee, Prerna Agarwal, Ritwik Chaudhuri, Rakesh Pimplikar, Sampath Dechu, Alex Straley, Anbumunee Ponniah, Renuka Sindhgatta
2024	—	`conf`	GraphQL Query Generation: A Large Training and Benchmarking Dataset. EMNLP (Industry Track) Manish Kesarwani, Sambit Ghosh, Nitin Gupta, Shramona Chakraborty, Renuka Sindhgatta, Sameep Mehta, Carlos Eberhardt, Dan Debrunner
2024	A*	`conf`	LLM-powered GraphQL Generator for Data Retrieval. IJCAI Balaji Ganesan, Sambit Ghosh, Nitin Gupta, Manish Kesarwani, Sameep Mehta, Renuka Sindhgatta
2024	J	`jnl`	Multi-Objective Evolutionary Search for Optimal Robotic Process Automation Architectures. IEEE Trans. Serv. Comput. Geeta Mahala, Renuka Sindhgatta, Hoa Khanh Dam, Aditya Ghose
2024	A*	`conf`	Multi-Stage Prompting for Next Best Agent Recommendations in Adaptive Workflows. AAAI Prerna Agarwal, Harshit Dave, Jayachandu Bandlamudi, Renuka Sindhgatta, Kushal Mukherjee
2024	—	`conf`	Predicting Business Process Events in Presence of Anomalous IT Events. COMAD/CODS Avani Gupta, Avirup Saha, Sambit Ghosh, Neelamadhav Gantayat, Renuka Sindhgatta
2024	A*	`conf`	Sequential API Function Calling Using GraphQL Schema. EMNLP Avirup Saha, Lakshmi Mandal, Balaji Ganesan, Sambit Ghosh, Renuka Sindhgatta, Carlos Eberhardt, Dan Debrunner, Sameep Mehta
2024	—	`conf`	Towards Business Process Observability. COMAD/CODS Avirup Saha, Prerna Agarwal, Sambit Ghosh, Neelamadhav Gantayat, Renuka Sindhgatta
2023	J	`jnl`	AutoMixer for Improved Multivariate Time-Series Forecasting on BizITOps Data. CoRR Santosh Palaskar, Vijay Ekambaram, Arindam Jati, Neelamadhav Gantayat, Avirup Saha, Seema Nagar, Nam H. Nguyen, Pankaj Dayama, Renuka Sindhgatta, Prateeti Mohapatra, Harshit Kumar, Jayant Kalagnanam, Nandyala Hemachandra, Narayan Rangaraj
2023	J	`jnl`	Editorial: recent advances in process analytics. J. Intell. Inf. Syst. Paolo Ceravolo, Claudio Di Ciccio, Chiara Di Francescomarino, María Teresa Gómez-López, Fabrizio Maria Maggi, Renuka Sindhgatta
2023	A*	`conf`	Towards Hybrid Automation by Bootstrapping Conversational Interfaces for IT Operation Tasks. AAAI Jayachandu Bandlamudi, Kushal Mukherjee, Prerna Agarwal, Sampath Dechu, Siyu Huo, Vatche Isahagian, Vinod Muthusamy, Naveen Purushothaman, Renuka Sindhgatta
2022	J	`jnl`	Building interpretable models for business process prediction using shared and specialised attention mechanisms. Knowl. Based Syst. Bemali Wickramanayake, Zhipeng He, Chun Ouyang, Catarina Moreira, Yue Xu, Renuka Sindhgatta
2022	J	`jnl`	Goal-Oriented Next Best Activity Recommendation using Reinforcement Learning. CoRR Prerna Agarwal, Avani Gupta, Renuka Sindhgatta, Sampath Dechu
2022	J	`jnl`	The effect of machine learning explanations on user trust for automated diagnosis of COVID-19. Comput. Biol. Medicine Kanika Goel, Renuka Sindhgatta, Sumit Kalra, Rohan Goel, Preeti Mutreja
2021	J	`jnl`	Building Interpretable Models for Business Process Prediction using Shared and Specialised Attention Mechanisms. CoRR Bemali Wickramanayake, Zhipeng He, Chun Ouyang, Catarina Moreira, Yue Xu, Renuka Sindhgatta
2021	—	`conf`	Building a Knowledge Society: Learnings from a Digital Literacy Program. ECIS Kanika Goel, Renuka Sindhgatta, P. Vigneswara Ilavarasan, Arpan Kumar Kar
2021	A	`conf`	DeepProcess: Supporting Business Process Execution Using a MANN-Based Recommender System. ICSOC Asjad Khan, Hung Le, Kien Do, Truyen Tran, Aditya Ghose, Hoa Khanh Dam, Renuka Sindhgatta
2021	J	`jnl`	Detecting Crowdsourcing Impasses. IEEE Access Renuka Sindhgatta, Reihaneh Bidar, Arthur H. M. ter Hofstede
2021	J	`jnl`	Developing a Fidelity Evaluation Approach for Interpretable Machine Learning. CoRR Mythreyi Velmurugan, Chun Ouyang, Catarina Moreira, Renuka Sindhgatta
2021	—	`conf`	Evaluating Fidelity of Explainable Methods for Predictive Process Analytics. CAiSE Forum Mythreyi Velmurugan, Chun Ouyang, Catarina Moreira, Renuka Sindhgatta
2021	A	`conf`	Evaluating Stability of Post-hoc Explanations for Business Process Predictions. ICSOC Mythreyi Velmurugan, Chun Ouyang, Catarina Moreira, Renuka Sindhgatta
2021	J	`jnl`	Explainable AI Enabled Inspection of Business Process Prediction Models. CoRR Chun Ouyang, Renuka Sindhgatta, Catarina Moreira
2021	J	`jnl`	LINDA-BN: An interpretable probabilistic approach for demystifying black-box predictive models. Decis. Support Syst. Catarina Moreira, Yu-Liang Chou, Mythreyi Velmurugan, Chun Ouyang, Renuka Sindhgatta, Peter Bruza
2021	J	`jnl`	Scaling up chatbots for corporate service delivery systems. Commun. ACM Alistair Barros, Renuka Sindhgatta, Alireza Nili
2020	J	`jnl`	An Interpretable Probabilistic Approach for Demystifying Black-box Predictive Models. CoRR Catarina Moreira, Yu-Liang Chou, Mythreyi Velmurugan, Chun Ouyang, Renuka Sindhgatta, Peter Bruza
2020	J	`jnl`	An Investigation of Interpretability Techniques for Deep Learning in Predictive Process Analytics. CoRR Catarina Moreira, Renuka Sindhgatta, Chun Ouyang, Peter Bruza, Andreas Wichert
2020	—	`conf`	Characterizing the pedagogical benefits of adaptive feedback for compilation errors by novice programmers. ICSE (SEET) Umair Z. Ahmed, Nisheeth Srivastava, Renuka Sindhgatta, Amey Karkare
2020	A	`conf`	Co-destruction Patterns in Crowdsourcing - Formal/Technical Paper. CAiSE Reihaneh Bidar, Arthur H. M. ter Hofstede, Renuka Sindhgatta
2020	A	`conf`	Designing Optimal Robotic Process Automation Architectures. ICSOC Geeta Mahala, Renuka Sindhgatta, Hoa Khanh Dam, Aditya Ghose
2020	C	`conf`	Destructive Domination in Crowdsourcing. ICIS Reihaneh Bidar, Arthur H. M. ter Hofstede, Renuka Sindhgatta
2020	J	`jnl`	Evaluating Explainable Methods for Predictive Process Analytics: A Functionally-Grounded Approach. CoRR Mythreyi Velmurugan, Chun Ouyang, Catarina Moreira, Renuka Sindhgatta
2020	A	`conf`	Exploring Interpretability for Predictive Process Analytics. ICSOC Renuka Sindhgatta, Chun Ouyang, Catarina Moreira
2020	A	`conf`	Exploring Interpretable Predictive Models for Business Processes. BPM Renuka Sindhgatta, Catarina Moreira, Chun Ouyang, Alistair Barros
2020	A	`conf`	Resource-Based Adaptive Robotic Process Automation - Formal/Technical Paper. CAiSE Renuka Sindhgatta, Arthur H. M. ter Hofstede, Aditya Ghose
2019	—	`conf`	Data-driven and Context-aware Process Provisioning. BPM (PhD/Demos) Renuka Sindhgatta
2019	—	`conf`	Development and Deployment of a Large-Scale Dialog-based Intelligent Tutoring System. NAACL-HLT (2) Shazia Afzal, Tejas I. Dhamecha, Nirmal Mukhi, Renuka Sindhgatta, Smit Marvaniya, Matthew Ventura, Jessica Yarbro
2019	J	`jnl`	Interpreting Predictive Process Monitoring Benchmarks. CoRR Renuka Sindhgatta, Chun Ouyang, Catarina Moreira, Yi Liao
2019	J	`jnl`	Joint Multi-Domain Learning for Automatic Short Answer Grading. CoRR Swarnadeep Saha, Tejas I. Dhamecha, Smit Marvaniya, Peter W. Foltz, Renuka Sindhgatta, Bikram Sengupta
2019	—	`conf`	Modeling Conversational Agents for Service Systems. OTM Conferences Renuka Sindhgatta, Alistair Barros, Alireza Nili
2019	—	`conf`	Preference-Based Resource and Task Allocation in Business Process Automation. OTM Conferences Reihaneh Bidar, Arthur H. M. ter Hofstede, Renuka Sindhgatta, Chun Ouyang
2019	A*	`conf`	Targeted Example Generation for Compilation Errors. ASE Umair Z. Ahmed, Renuka Sindhgatta, Nisheeth Srivastava, Amey Karkare
2019	J	`jnl`	Targeted Example Generation for Compilation Errors. CoRR Umair Z. Ahmed, Renuka Sindhgatta, Nisheeth Srivastava, Amey Karkare
2018	Misc	`conf`	Augmenting Classrooms with AI for Personalized Education. ICASSP Ravi Kokku, Sharad Sundararajan, Prasenjit Dey, Renuka Sindhgatta, Satya V. Nitta, Bikram Sengupta
2018	—	`conf`	Balancing Human Efforts and Performance of Student Response Analyzer in Dialog-Based Tutors. AIED (1) Tejas I. Dhamecha, Smit Marvaniya, Swarnadeep Saha, Renuka Sindhgatta, Bikram Sengupta
2018	A	`conf`	Creating Scoring Rubric from Representative Student Answers for Improved Short Answer Grading. CIKM Smit Marvaniya, Swarnadeep Saha, Tejas I. Dhamecha, Peter W. Foltz, Renuka Sindhgatta, Bikram Sengupta
2018	B	`conf`	Impact of Tutor Errors on Student Engagement in a Dialog Based Intelligent Tutoring System. ITS Shazia Afzal, Vinay Shashidhar, Renuka Sindhgatta, Bikram Sengupta
2018	—	`conf`	Khan Academy: A Social Networking and Community Question Answering Perspective. ICDM Workshops Sneha Mondal, Akshay Gugnani, Renuka Sindhgatta, Vinay Kumar Reddy Kasireddy
2018	—	`conf`	Leveraging Unstructured Data to Analyze Implicit Process Context. BPM (Forum) Renuka Sindhgatta, Aditya Ghose, Hoa Khanh Dam
2018	J	`jnl`	Memory-Augmented Neural Networks for Predictive Process Analytics. CoRR Muhammad Asjad Khan, Hung Le, Kien Do, Truyen Tran, Aditya Ghose, Khanh Hoa Dam, Renuka Sindhgatta
2018	—	`conf`	Sentence Level or Token Level Features for Automatic Short Answer Grading?: Use Both. AIED (1) Swarnadeep Saha, Tejas I. Dhamecha, Smit Marvaniya, Renuka Sindhgatta, Bikram Sengupta
2017	B	`conf`	Inferring Frequently Asked Questions from Student Question Answering Forums. EDM Renuka Sindhgatta, Smit Marvaniya, Tejas I. Dhamecha, Bikram Sengupta
2017	B	`conf`	Intelligent Math Tutor: Problem-Based Approach to Create Cognizance. L@S Monika Gupta, Neelamadhav Gantayat, Renuka Sindhgatta
2016	A	`conf`	Context-Aware Analysis of Past Process Executions to Aid Resource Allocation Decisions. CAiSE Renuka Sindhgatta, Aditya K. Ghose, Hoa Khanh Dam
2016	A	`conf`	Context-Aware Recommendation of Task Allocations in Service Systems. ICSOC Renuka Sindhgatta, Aditya K. Ghose, Hoa Khanh Dam
2015	A	`conf`	Analyzing Resource Behavior to Aid Task Assignment in Service Systems. ICSOC Renuka Sindhgatta, Aditya K. Ghose, Gaargi Banerjee Dasgupta
2014	B	`conf`	An Extended Agent Based Model for Service Delivery Optimization. PRIMA Mohammadreza Mohagheghian, Renuka Sindhgatta, Aditya K. Ghose
2014	A	`conf`	Analysis of Operational Data for Expertise Aware Staffing. BPM Renuka Sindhgatta, Gaargi Banerjee Dasgupta, Aditya Ghose
2014	J	`jnl`	Cognitive Coordination of Global Service Delivery. CoRR Lav R. Varshney, Shivali Agarwal, Yi-Min Chee, Renuka Sindhgatta, Daniel V. Oppenheim, Juhnyoung Lee, Krishna Ratakonda
2014	—	`conf`	Combining Agent Based Modeling with Distributed Constraint Optimization for Service Delivery Optimization. EDOC Workshops Mohammadreza Mohagheghian, Renuka Sindhgatta, Aditya Ghose
2014	—	`conf`	Learning 'Good Quality' Resource Allocations from Historical Data. ICSOC Workshops Renuka Sindhgatta, Aditya Ghose, Gaargi Banerjee Dasgupta
2013	A	`conf`	Accelerating Collaboration in Task Assignment Using a Socially Enhanced Resource Model. BPM Rong Liu, Shivali Agarwal, Renuka Sindhgatta, Juhnyoung Lee
2013	A	`conf`	Behavioral Analysis of Service Delivery Models. ICSOC Gargi Banerjee Dasgupta, Renuka Sindhgatta, Shivali Agarwal
2013	A	`conf`	Does One-Size-Fit-All Suffice for Service Delivery Clients? ICSOC Shivali Agarwal, Renuka Sindhgatta, Gargi Banerjee Dasgupta
2013	A	`conf`	Interleaving Execution into Model Driven Service Design. ICWS Renuka Sindhgatta
2012	A*	`conf`	SmartDispatch: enabling efficient ticket dispatch in an IT service environment. KDD Shivali Agarwal, Renuka Sindhgatta, Bikram Sengupta
2012	A	`conf`	Talk versus work: characteristics of developer collaboration on the jazz platform. OOPSLA Subhajit Datta, Renuka Sindhgatta, Bikram Sengupta
2011	—	`conf`	Coping with distance: an empirical study of communication on the jazz platform. OOPSLA Companion Renuka Sindhgatta, Bikram Sengupta, Subhajit Datta
2011	—	`conf`	Evolution of developer collaboration on the jazz platform: a study of a large scale agile project. ISEC Subhajit Datta, Renuka Sindhgatta, Bikram Sengupta
2010	—	`conf`	Software evolution in agile development: a case study. SPLASH/OOPSLA Companion Renuka Sindhgatta, Nanjangud C. Narendra, Bikram Sengupta
2010	A*	`conf`	Timesheet assistant: mining and reporting developer effort. ASE Renuka Sindhgatta, Nanjangud C. Narendra, Bikram Sengupta, Karthik Visweswariah, Arthur G. Ryman
2009	—	`conf`	An extensible framework for tracing model evolution in SOA solution design. OOPSLA Companion Renuka Sindhgatta, Bikram Sengupta
2009	—	`conf`	Measuring the Quality of Service Oriented Design. ICSOC/ServiceWave Renuka Sindhgatta, Bikram Sengupta, Karthikeyan Ponnalagu
2008	—	`conf`	A collaborative platform for application knowledge management in software maintenance projects. Bangalore Compute Conf. Santonu Sarkar, Renuka Sindhgatta, Krishnakumar Pooloth
2008	A*	`conf`	Identifying domain expertise of developers from source code. KDD Renuka Sindhgatta
2008	—	`conf`	Locating Components Realizing Services in Existing Systems. IEEE SCC (1) Renuka Sindhgatta, Karthikeyan Ponnalagu
2008	J	`jnl`	SOMA-ME: A platform for the model-driven design of SOA solutions. IBM Syst. J. Liang-Jie Zhang, Nianjun Zhou, Yi-Min Chee, Ahamed Jalaldeen, Karthikeyan Ponnalagu, Renuka Sindhgatta, Ali Arsanjani, Fausto Bernardini
2007	—	`conf`	Identifying Software Decompositions by Applying Transaction Clustering on Source Code. COMPSAC (1) Renuka Sindhgatta, Krishnakumar Pooloth
2007	—	`ch.`	Use of Ontology for Automating Knowledge Intensive Business Processes. Ontologies Jyoti M. Bhat, Krishnakumar Pooloth, Manohar Moorthy, Renuka Sindhgatta, Srinivas Thonse
2006	A*	`conf`	Using an information retrieval system to retrieve source code samples. ICSE Renuka Sindhgatta
2005	B	`conf`	Functional and Non-functional Requirements Specification for Enterprise Applications. PROFES Renuka Sindhgatta, Srinivas Thonse
2004	—	`conf`	Autonomic Incident Manager for Enterprise Applications. GCC Workshops Renuka Sindhgatta, Swaminathan Natarajan, Krishnakumar Pooloth, Colin Pinto, N. S. Nagaraj