Renuka Sindhgatta

According to our database, Renuka Sindhgatta authored at least 79 papers between 2003 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Forecasting the Impact of Anomalous Events on Business Process Performance.

Avirup Saha, Sambit Ghosh, Neelamadhav Gantayat, Renuka Sindhgatta

Proceedings of the 7th Joint International Conference on Data Science & Management of Data (11th ACM IKDD CODS and 29th COMAD), 2024

Towards Business Process Observability.

Avirup Saha, Prerna Agarwal, Sambit Ghosh, Neelamadhav Gantayat, Renuka Sindhgatta

Proceedings of the 7th Joint International Conference on Data Science & Management of Data (11th ACM IKDD CODS and 29th COMAD), 2024

Predicting Business Process Events in Presence of Anomalous IT Events.

Avani Gupta, Avirup Saha, Sambit Ghosh, Neelamadhav Gantayat, Renuka Sindhgatta

Proceedings of the 7th Joint International Conference on Data Science & Management of Data (11th ACM IKDD CODS and 29th COMAD), 2024

AutoMixer for Improved Multivariate Time-Series Forecasting on Business and IT Observability Data.

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

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Building Conversational Artifacts to Enable Digital Assistant for APIs and RPAs.

Jayachandu Bandlamudi, Kushal Mukherjee, Prerna Agarwal, Ritwik Chaudhuri, Rakesh Pimplikar, Sampath Dechu, Alex Straley, Anbumunee Ponniah, Renuka Sindhgatta

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Multi-Stage Prompting for Next Best Agent Recommendations in Adaptive Workflows.

Prerna Agarwal, Harshit Dave, Jayachandu Bandlamudi, Renuka Sindhgatta, Kushal Mukherjee

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Editorial: recent advances in process analytics.

Paolo Ceravolo, Claudio Di Ciccio, Chiara Di Francescomarino, María Teresa Gómez-López, Fabrizio Maria Maggi, Renuka Sindhgatta

J. Intell. Inf. Syst., August, 2023

AutoMixer for Improved Multivariate Time-Series Forecasting on BizITOps Data.

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

CoRR, 2023

Towards Hybrid Automation by Bootstrapping Conversational Interfaces for IT Operation Tasks.

Jayachandu Bandlamudi, Kushal Mukherjee, Prerna Agarwal, Sampath Dechu, Siyu Huo, Vatche Isahagian, Vinod Muthusamy, Naveen Purushothaman, Renuka Sindhgatta

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Building interpretable models for business process prediction using shared and specialised attention mechanisms.

Bemali Wickramanayake, Zhipeng He, Chun Ouyang, Catarina Moreira, Yue Xu, Renuka Sindhgatta

Knowl. Based Syst., 2022

Goal-Oriented Next Best Activity Recommendation using Reinforcement Learning.

Prerna Agarwal, Avani Gupta, Renuka Sindhgatta, Sampath Dechu

CoRR, 2022

The effect of machine learning explanations on user trust for automated diagnosis of COVID-19.

Kanika Goel, Renuka Sindhgatta, Sumit Kalra, Rohan Goel, Preeti Mutreja

Comput. Biol. Medicine, 2022

2021

LINDA-BN: An interpretable probabilistic approach for demystifying black-box predictive models.

Catarina Moreira, Yu-Liang Chou, Mythreyi Velmurugan, Chun Ouyang, Renuka Sindhgatta, Peter Bruza

Decis. Support Syst., 2021

Explainable AI Enabled Inspection of Business Process Prediction Models.

Chun Ouyang, Renuka Sindhgatta, Catarina Moreira

CoRR, 2021

Developing a Fidelity Evaluation Approach for Interpretable Machine Learning.

Mythreyi Velmurugan, Chun Ouyang, Catarina Moreira, Renuka Sindhgatta

CoRR, 2021

Scaling up chatbots for corporate service delivery systems.

Alistair Barros, Renuka Sindhgatta, Alireza Nili

Commun. ACM, 2021

Detecting Crowdsourcing Impasses.

Renuka Sindhgatta, Reihaneh Bidar, Arthur H. M. ter Hofstede

IEEE Access, 2021

Evaluating Stability of Post-hoc Explanations for Business Process Predictions.

Mythreyi Velmurugan, Chun Ouyang, Catarina Moreira, Renuka Sindhgatta

Proceedings of the Service-Oriented Computing - 19th International Conference, 2021

DeepProcess: Supporting Business Process Execution Using a MANN-Based Recommender System.

Asjad Khan, Hung Le, Kien Do, Truyen Tran, Aditya Ghose, Hoa Khanh Dam, Renuka Sindhgatta

Proceedings of the Service-Oriented Computing - 19th International Conference, 2021

Building a Knowledge Society: Learnings from a Digital Literacy Program.

Kanika Goel, Renuka Sindhgatta, P. Vigneswara Ilavarasan, Arpan Kumar Kar

Proceedings of the 29th European Conference on Information Systems, 2021

Evaluating Fidelity of Explainable Methods for Predictive Process Analytics.

Mythreyi Velmurugan, Chun Ouyang, Catarina Moreira, Renuka Sindhgatta

Proceedings of the Intelligent Information Systems - CAiSE Forum 2021, Melbourne, VIC, Australia, June 28, 2021

2020

Evaluating Explainable Methods for Predictive Process Analytics: A Functionally-Grounded Approach.

Mythreyi Velmurugan, Chun Ouyang, Catarina Moreira, Renuka Sindhgatta

CoRR, 2020

An Interpretable Probabilistic Approach for Demystifying Black-box Predictive Models.

Catarina Moreira, Yu-Liang Chou, Mythreyi Velmurugan, Chun Ouyang, Renuka Sindhgatta, Peter Bruza

CoRR, 2020

An Investigation of Interpretability Techniques for Deep Learning in Predictive Process Analytics.

Catarina Moreira, Renuka Sindhgatta, Chun Ouyang, Peter Bruza, Andreas Wichert

CoRR, 2020

Exploring Interpretability for Predictive Process Analytics.

Renuka Sindhgatta, Chun Ouyang, Catarina Moreira

Proceedings of the Service-Oriented Computing - 18th International Conference, 2020

Designing Optimal Robotic Process Automation Architectures.

Geeta Mahala, Renuka Sindhgatta, Hoa Khanh Dam, Aditya Ghose

Proceedings of the Service-Oriented Computing - 18th International Conference, 2020

Characterizing the pedagogical benefits of adaptive feedback for compilation errors by novice programmers.

Umair Z. Ahmed, Nisheeth Srivastava, Renuka Sindhgatta, Amey Karkare

Proceedings of the ICSE-SEET 2020: 42nd International Conference on Software Engineering, Software Engineering Education and Training, Seoul, South Korea, 27 June, 2020

Destructive Domination in Crowdsourcing.

Reihaneh Bidar, Arthur H. M. ter Hofstede, Renuka Sindhgatta

Proceedings of the 41st International Conference on Information Systems, 2020

Resource-Based Adaptive Robotic Process Automation - Formal/Technical Paper.

Renuka Sindhgatta, Arthur H. M. ter Hofstede, Aditya Ghose

Proceedings of the Advanced Information Systems Engineering, 2020

Co-destruction Patterns in Crowdsourcing - Formal/Technical Paper.

Reihaneh Bidar, Arthur H. M. ter Hofstede, Renuka Sindhgatta

Proceedings of the Advanced Information Systems Engineering, 2020

Exploring Interpretable Predictive Models for Business Processes.

Renuka Sindhgatta, Catarina Moreira, Chun Ouyang, Alistair Barros

Proceedings of the Business Process Management - 18th International Conference, 2020

2019

Interpreting Predictive Process Monitoring Benchmarks.

Renuka Sindhgatta, Chun Ouyang, Catarina Moreira, Yi Liao

CoRR, 2019

Joint Multi-Domain Learning for Automatic Short Answer Grading.

Swarnadeep Saha, Tejas I. Dhamecha, Smit Marvaniya, Peter W. Foltz, Renuka Sindhgatta, Bikram Sengupta

CoRR, 2019

Modeling Conversational Agents for Service Systems.

Renuka Sindhgatta, Alistair Barros, Alireza Nili

Proceedings of the On the Move to Meaningful Internet Systems: OTM 2019 Conferences, 2019

Preference-Based Resource and Task Allocation in Business Process Automation.

Reihaneh Bidar, Arthur H. M. ter Hofstede, Renuka Sindhgatta, Chun Ouyang

Proceedings of the On the Move to Meaningful Internet Systems: OTM 2019 Conferences, 2019

Development and Deployment of a Large-Scale Dialog-based Intelligent Tutoring System.

Shazia Afzal, Tejas I. Dhamecha, Nirmal Mukhi, Renuka Sindhgatta, Smit Marvaniya, Matthew Ventura, Jessica Yarbro

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Targeted Example Generation for Compilation Errors.

Umair Z. Ahmed, Renuka Sindhgatta, Nisheeth Srivastava, Amey Karkare

Proceedings of the 34th IEEE/ACM International Conference on Automated Software Engineering, 2019

Data-driven and Context-aware Process Provisioning.

Renuka Sindhgatta

Proceedings of the Dissertation Award, 2019

2018

Memory-Augmented Neural Networks for Predictive Process Analytics.

Muhammad Asjad Khan, Hung Le, Kien Do, Truyen Tran, Aditya Ghose, Khanh Hoa Dam, Renuka Sindhgatta

CoRR, 2018

Impact of Tutor Errors on Student Engagement in a Dialog Based Intelligent Tutoring System.

Shazia Afzal, Vinay Shashidhar, Renuka Sindhgatta, Bikram Sengupta

Proceedings of the Intelligent Tutoring Systems - 14th International Conference, 2018

Khan Academy: A Social Networking and Community Question Answering Perspective.

Sneha Mondal, Akshay Gugnani, Renuka Sindhgatta, Vinay Kumar Reddy Kasireddy

Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

Augmenting Classrooms with AI for Personalized Education.

Ravi Kokku, Sharad Sundararajan, Prasenjit Dey, Renuka Sindhgatta, Satya V. Nitta, Bikram Sengupta

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Creating Scoring Rubric from Representative Student Answers for Improved Short Answer Grading.

Smit Marvaniya, Swarnadeep Saha, Tejas I. Dhamecha, Peter W. Foltz, Renuka Sindhgatta, Bikram Sengupta

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Leveraging Unstructured Data to Analyze Implicit Process Context.

Renuka Sindhgatta, Aditya Ghose, Hoa Khanh Dam

Proceedings of the Business Process Management Forum, 2018

Sentence Level or Token Level Features for Automatic Short Answer Grading?: Use Both.

Swarnadeep Saha, Tejas I. Dhamecha, Smit Marvaniya, Renuka Sindhgatta, Bikram Sengupta

Proceedings of the Artificial Intelligence in Education - 19th International Conference, 2018

Balancing Human Efforts and Performance of Student Response Analyzer in Dialog-Based Tutors.

Tejas I. Dhamecha, Smit Marvaniya, Swarnadeep Saha, Renuka Sindhgatta, Bikram Sengupta

Proceedings of the Artificial Intelligence in Education - 19th International Conference, 2018

2017

Intelligent Math Tutor: Problem-Based Approach to Create Cognizance.

Monika Gupta, Neelamadhav Gantayat, Renuka Sindhgatta

Proceedings of the Fourth ACM Conference on Learning @ Scale, 2017

Inferring Frequently Asked Questions from Student Question Answering Forums.

Renuka Sindhgatta, Smit Marvaniya, Tejas I. Dhamecha, Bikram Sengupta

Proceedings of the 10th International Conference on Educational Data Mining, 2017

2016

Context-Aware Recommendation of Task Allocations in Service Systems.

Renuka Sindhgatta, Aditya K. Ghose, Hoa Khanh Dam

Proceedings of the Service-Oriented Computing - 14th International Conference, 2016

Context-Aware Analysis of Past Process Executions to Aid Resource Allocation Decisions.

Renuka Sindhgatta, Aditya K. Ghose, Hoa Khanh Dam

Proceedings of the Advanced Information Systems Engineering, 2016

2015

Analyzing Resource Behavior to Aid Task Assignment in Service Systems.

Renuka Sindhgatta, Aditya K. Ghose, Gaargi Banerjee Dasgupta

Proceedings of the Service-Oriented Computing - 13th International Conference, 2015

2014

Cognitive Coordination of Global Service Delivery.

Lav R. Varshney, Shivali Agarwal, Yi-Min Chee, Renuka Sindhgatta, Daniel V. Oppenheim, Juhnyoung Lee, Krishna Ratakonda

CoRR, 2014

An Extended Agent Based Model for Service Delivery Optimization.

Mohammadreza Mohagheghian, Renuka Sindhgatta, Aditya K. Ghose

Proceedings of the PRIMA 2014: Principles and Practice of Multi-Agent Systems, 2014

Learning 'Good Quality' Resource Allocations from Historical Data.

Renuka Sindhgatta, Aditya Ghose, Gaargi Banerjee Dasgupta

Proceedings of the Service-Oriented Computing - ICSOC 2014 Workshops, 2014

Combining Agent Based Modeling with Distributed Constraint Optimization for Service Delivery Optimization.

Mohammadreza Mohagheghian, Renuka Sindhgatta, Aditya Ghose

Proceedings of the 18th IEEE International Enterprise Distributed Object Computing Conference Workshops and Demonstrations, 2014

Analysis of Operational Data for Expertise Aware Staffing.

Renuka Sindhgatta, Gaargi Banerjee Dasgupta, Aditya Ghose

Proceedings of the Business Process Management - 12th International Conference, 2014

2013

Interleaving Execution into Model Driven Service Design.

Renuka Sindhgatta

Proceedings of the 2013 IEEE 20th International Conference on Web Services, Santa Clara, CA, USA, June 28, 2013

Behavioral Analysis of Service Delivery Models.

Gargi Banerjee Dasgupta, Renuka Sindhgatta, Shivali Agarwal

Proceedings of the Service-Oriented Computing - 11th International Conference, 2013

Does One-Size-Fit-All Suffice for Service Delivery Clients?

Shivali Agarwal, Renuka Sindhgatta, Gargi Banerjee Dasgupta

Proceedings of the Service-Oriented Computing - 11th International Conference, 2013

Accelerating Collaboration in Task Assignment Using a Socially Enhanced Resource Model.

Rong Liu, Shivali Agarwal, Renuka Sindhgatta, Juhnyoung Lee

Proceedings of the Business Process Management - 11th International Conference, 2013

2012

Talk versus work: characteristics of developer collaboration on the jazz platform.

Subhajit Datta, Renuka Sindhgatta, Bikram Sengupta

Proceedings of the 27th Annual ACM SIGPLAN Conference on Object-Oriented Programming, 2012

SmartDispatch: enabling efficient ticket dispatch in an IT service environment.

Shivali Agarwal, Renuka Sindhgatta, Bikram Sengupta

Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

2011

Coping with distance: an empirical study of communication on the jazz platform.

Renuka Sindhgatta, Bikram Sengupta, Subhajit Datta

Proceedings of the Companion to the 26th Annual ACM SIGPLAN Conference on Object-Oriented Programming, 2011

Evolution of developer collaboration on the jazz platform: a study of a large scale agile project.

Subhajit Datta, Renuka Sindhgatta, Bikram Sengupta

Proceedings of the Proceeding of the 4th Annual India Software Engineering Conference, 2011

2010

Software evolution in agile development: a case study.

Renuka Sindhgatta, Nanjangud C. Narendra, Bikram Sengupta

Proceedings of the Companion to the 25th Annual ACM SIGPLAN Conference on Object-Oriented Programming, 2010

Timesheet assistant: mining and reporting developer effort.

Renuka Sindhgatta, Nanjangud C. Narendra, Bikram Sengupta, Karthik Visweswariah, Arthur G. Ryman

Proceedings of the ASE 2010, 2010

2009

An extensible framework for tracing model evolution in SOA solution design.

Renuka Sindhgatta, Bikram Sengupta

Proceedings of the Companion to the 24th Annual ACM SIGPLAN Conference on Object-Oriented Programming, 2009

Measuring the Quality of Service Oriented Design.

Renuka Sindhgatta, Bikram Sengupta, Karthikeyan Ponnalagu

Proceedings of the Service-Oriented Computing, 7th International Joint Conference, 2009

2008

SOMA-ME: A platform for the model-driven design of SOA solutions.

Liang-Jie Zhang, Nianjun Zhou, Yi-Min Chee, Ahamed Jalaldeen, Karthikeyan Ponnalagu, Renuka Sindhgatta, Ali Arsanjani, Fausto Bernardini

IBM Syst. J., 2008

Identifying domain expertise of developers from source code.

Renuka Sindhgatta

Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

A collaborative platform for application knowledge management in software maintenance projects.

Santonu Sarkar, Renuka Sindhgatta, Krishnakumar Pooloth

Proceedings of the 1st Bangalore Annual Compute Conference, Compute 2008, 2008

Locating Components Realizing Services in Existing Systems.

Renuka Sindhgatta, Karthikeyan Ponnalagu

Proceedings of the 2008 IEEE International Conference on Services Computing (SCC 2008), 2008

2007

Identifying Software Decompositions by Applying Transaction Clustering on Source Code.

Renuka Sindhgatta, Krishnakumar Pooloth

Proceedings of the 31st Annual International Computer Software and Applications Conference, 2007

Use of Ontology for Automating Knowledge Intensive Business Processes.

Jyoti M. Bhat, Krishnakumar Pooloth, Manohar Moorthy, Renuka Sindhgatta, Srinivas Thonse

Proceedings of the Ontologies: A Handbook of Principles, 2007

2006

Using an information retrieval system to retrieve source code samples.

Renuka Sindhgatta

Proceedings of the 28th International Conference on Software Engineering (ICSE 2006), 2006

2005

Functional and Non-functional Requirements Specification for Enterprise Applications.

Renuka Sindhgatta, Srinivas Thonse

Proceedings of the Product Focused Software Process Improvement, 2005

2004

Autonomic Incident Manager for Enterprise Applications.

Renuka Sindhgatta, Swaminathan Natarajan, Krishnakumar Pooloth, Colin Pinto, N. S. Nagaraj

Proceedings of the Grid and Cooperative Computing, 2004

2003

Passive Measurements for Performance Analysis of E-Business Sites.

S. R. Renuka

Proceedings of the 29th International Computer Measurement Group Conference, 2003

Performance and Scalability Verification of .NET Application.

S. R. Renuka

Proceedings of the 29th International Computer Measurement Group Conference, 2003