Renuka Sindhgatta

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 52

Top Topics

Business Process

Question Answer

Service Delivery

Conversational Agents

Top Venues

Publications

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
AutoMixer for Improved Multivariate Time-Series Forecasting on Business and IT Observability Data. AAAI (2024)
Avirup Saha, Prerna Agarwal, Sambit Ghosh, Neelamadhav Gantayat, Renuka Sindhgatta
Towards Business Process Observability. COMAD/CODS (2024)
Prerna Agarwal, Harshit Dave, Jayachandu Bandlamudi, Renuka Sindhgatta, Kushal Mukherjee
Multi-Stage Prompting for Next Best Agent Recommendations in Adaptive Workflows. AAAI (2024)
Jayachandu Bandlamudi, Kushal Mukherjee, Prerna Agarwal, Ritwik Chaudhuri, Rakesh Pimplikar, Sampath Dechu, Alex Straley, Anbumunee Ponniah, Renuka Sindhgatta
Building Conversational Artifacts to Enable Digital Assistant for APIs and RPAs. AAAI (2024)
Avani Gupta, Avirup Saha, Sambit Ghosh, Neelamadhav Gantayat, Renuka Sindhgatta
Predicting Business Process Events in Presence of Anomalous IT Events. COMAD/CODS (2024)
Avirup Saha, Sambit Ghosh, Neelamadhav Gantayat, Renuka Sindhgatta
Forecasting the Impact of Anomalous Events on Business Process Performance. COMAD/CODS (2024)
Paolo Ceravolo, Claudio Di Ciccio, Chiara Di Francescomarino, María Teresa Gómez López, Fabrizio Maria Maggi, Renuka Sindhgatta
Editorial: recent advances in process analytics. J. Intell. Inf. Syst. 61 (1) (2023)
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
AutoMixer for Improved Multivariate Time-Series Forecasting on BizITOps Data. CoRR (2023)
Jayachandu Bandlamudi, Kushal Mukherjee, Prerna Agarwal, Sampath Dechu, Siyu Huo, Vatche Isahagian, Vinod Muthusamy, Naveen Purushothaman, Renuka Sindhgatta
Towards Hybrid Automation by Bootstrapping Conversational Interfaces for IT Operation Tasks. AAAI (2023)
Kanika Goel, Renuka Sindhgatta, Sumit Kalra, Rohan Goel, Preeti Mutreja
The effect of machine learning explanations on user trust for automated diagnosis of COVID-19. Comput. Biol. Medicine 146 (2022)
Prerna Agarwal, Avani Gupta, Renuka Sindhgatta, Sampath Dechu
Goal-Oriented Next Best Activity Recommendation using Reinforcement Learning. CoRR (2022)
Bemali Wickramanayake, Zhipeng He, Chun Ouyang, Catarina Moreira, Yue Xu, Renuka Sindhgatta
Building interpretable models for business process prediction using shared and specialised attention mechanisms. Knowl. Based Syst. 248 (2022)
Renuka Sindhgatta, Reihaneh Bidar, Arthur H. M. ter Hofstede
Detecting Crowdsourcing Impasses. IEEE Access 9 (2021)
Asjad Khan, Hung Le, Kien Do, Truyen Tran, Aditya Ghose, Hoa Khanh Dam, Renuka Sindhgatta
DeepProcess: Supporting Business Process Execution Using a MANN-Based Recommender System. ICSOC (2021)
Mythreyi Velmurugan, Chun Ouyang, Catarina Moreira, Renuka Sindhgatta
Evaluating Stability of Post-hoc Explanations for Business Process Predictions. ICSOC (2021)
Kanika Goel, Renuka Sindhgatta, P. Vigneswara Ilavarasan, Arpan Kumar Kar
Building a Knowledge Society: Learnings from a Digital Literacy Program. ECIS (2021)
Bemali Wickramanayake, Zhipeng He, Chun Ouyang, Catarina Moreira, Yue Xu, Renuka Sindhgatta
Building Interpretable Models for Business Process Prediction using Shared and Specialised Attention Mechanisms. CoRR (2021)
Catarina Moreira, Yu-Liang Chou, Mythreyi Velmurugan, Chun Ouyang, Renuka Sindhgatta, Peter Bruza
LINDA-BN: An interpretable probabilistic approach for demystifying black-box predictive models. Decis. Support Syst. 150 (2021)
Mythreyi Velmurugan, Chun Ouyang, Catarina Moreira, Renuka Sindhgatta
Developing a Fidelity Evaluation Approach for Interpretable Machine Learning. CoRR (2021)
Mythreyi Velmurugan, Chun Ouyang, Catarina Moreira, Renuka Sindhgatta
Evaluating Fidelity of Explainable Methods for Predictive Process Analytics. CAiSE Forum (2021)
Chun Ouyang, Renuka Sindhgatta, Catarina Moreira
Explainable AI Enabled Inspection of Business Process Prediction Models. CoRR (2021)
Alistair Barros, Renuka Sindhgatta, Alireza Nili
Scaling up chatbots for corporate service delivery systems. Commun. ACM 64 (8) (2021)
Umair Z. Ahmed, Nisheeth Srivastava, Renuka Sindhgatta, Amey Karkare
Characterizing the pedagogical benefits of adaptive feedback for compilation errors by novice programmers. ICSE (SEET) (2020)
Mythreyi Velmurugan, Chun Ouyang, Catarina Moreira, Renuka Sindhgatta
Evaluating Explainable Methods for Predictive Process Analytics: A Functionally-Grounded Approach. CoRR (2020)
Catarina Moreira, Renuka Sindhgatta, Chun Ouyang, Peter Bruza, Andreas Wichert
An Investigation of Interpretability Techniques for Deep Learning in Predictive Process Analytics. CoRR (2020)
Reihaneh Bidar, Arthur H. M. ter Hofstede, Renuka Sindhgatta
Co-destruction Patterns in Crowdsourcing - Formal/Technical Paper. CAiSE (2020)
Renuka Sindhgatta, Catarina Moreira, Chun Ouyang, Alistair Barros
Exploring Interpretable Predictive Models for Business Processes. BPM (2020)
Renuka Sindhgatta, Chun Ouyang, Catarina Moreira
Exploring Interpretability for Predictive Process Analytics. ICSOC (2020)
Catarina Moreira, Yu-Liang Chou, Mythreyi Velmurugan, Chun Ouyang, Renuka Sindhgatta, Peter Bruza
An Interpretable Probabilistic Approach for Demystifying Black-box Predictive Models. CoRR (2020)
Geeta Mahala, Renuka Sindhgatta, Hoa Khanh Dam, Aditya Ghose
Designing Optimal Robotic Process Automation Architectures. ICSOC (2020)
Reihaneh Bidar, Arthur H. M. ter Hofstede, Renuka Sindhgatta
Destructive Domination in Crowdsourcing. ICIS (2020)
Renuka Sindhgatta, Arthur H. M. ter Hofstede, Aditya Ghose
Resource-Based Adaptive Robotic Process Automation - Formal/Technical Paper. CAiSE (2020)
Reihaneh Bidar, Arthur H. M. ter Hofstede, Renuka Sindhgatta, Chun Ouyang
Preference-Based Resource and Task Allocation in Business Process Automation. OTM Conferences (2019)
Renuka Sindhgatta
Data-driven and Context-aware Process Provisioning. BPM (PhD/Demos) (2019)
Shazia Afzal, Tejas I. Dhamecha, Nirmal Mukhi, Renuka Sindhgatta, Smit Marvaniya, Matthew Ventura, Jessica Yarbro
Development and Deployment of a Large-Scale Dialog-based Intelligent Tutoring System. NAACL-HLT (2) (2019)
Renuka Sindhgatta, Chun Ouyang, Catarina Moreira, Yi Liao
Interpreting Predictive Process Monitoring Benchmarks. CoRR (2019)
Umair Z. Ahmed, Renuka Sindhgatta, Nisheeth Srivastava, Amey Karkare
Targeted Example Generation for Compilation Errors. CoRR (2019)
Swarnadeep Saha, Tejas I. Dhamecha, Smit Marvaniya, Peter Foltz, Renuka Sindhgatta, Bikram Sengupta
Joint Multi-Domain Learning for Automatic Short Answer Grading. CoRR (2019)
Umair Z. Ahmed, Renuka Sindhgatta, Nisheeth Srivastava, Amey Karkare
Targeted Example Generation for Compilation Errors. ASE (2019)
Renuka Sindhgatta, Alistair Barros, Alireza Nili
Modeling Conversational Agents for Service Systems. OTM Conferences (2019)
Tejas I. Dhamecha, Smit Marvaniya, Swarnadeep Saha, Renuka Sindhgatta, Bikram Sengupta
Balancing Human Efforts and Performance of Student Response Analyzer in Dialog-Based Tutors. AIED (1) (2018)
Muhammad Asjad Khan, Hung Le, Kien Do, Truyen Tran, Aditya Ghose, Khanh Hoa Dam, Renuka Sindhgatta
Memory-Augmented Neural Networks for Predictive Process Analytics. CoRR (2018)
Swarnadeep Saha, Tejas I. Dhamecha, Smit Marvaniya, Renuka Sindhgatta, Bikram Sengupta
Sentence Level or Token Level Features for Automatic Short Answer Grading?: Use Both. AIED (1) (2018)
Renuka Sindhgatta, Aditya Ghose, Hoa Khanh Dam
Leveraging Unstructured Data to Analyze Implicit Process Context. BPM (Forum) (2018)
Shazia Afzal, Vinay Shashidhar, Renuka Sindhgatta, Bikram Sengupta
Impact of Tutor Errors on Student Engagement in a Dialog Based Intelligent Tutoring System. ITS (2018)
Ravi Kokku, Sharad Sundararajan, Prasenjit Dey, Renuka Sindhgatta, Satya V. Nitta, Bikram Sengupta
Augmenting Classrooms with AI for Personalized Education. ICASSP (2018)
Sneha Mondal, Akshay Gugnani, Renuka Sindhgatta, Vinay Kumar Reddy Kasireddy
Khan Academy: A Social Networking and Community Question Answering Perspective. ICDM Workshops (2018)
Smit Marvaniya, Swarnadeep Saha, Tejas I. Dhamecha, Peter Foltz, Renuka Sindhgatta, Bikram Sengupta
Creating Scoring Rubric from Representative Student Answers for Improved Short Answer Grading. CIKM (2018)
Renuka Sindhgatta, Smit Marvaniya, Tejas I. Dhamecha, Bikram Sengupta
Inferring Frequently Asked Questions from Student Question Answering Forums. EDM (2017)
Monika Gupta, Neelamadhav Gantayat, Renuka Sindhgatta
Intelligent Math Tutor: Problem-Based Approach to Create Cognizance. L@S (2017)
Renuka Sindhgatta, Aditya K. Ghose, Hoa Khanh Dam
Context-Aware Recommendation of Task Allocations in Service Systems. ICSOC (2016)
Renuka Sindhgatta, Aditya K. Ghose, Hoa Khanh Dam
Context-Aware Analysis of Past Process Executions to Aid Resource Allocation Decisions. CAiSE (2016)
Renuka Sindhgatta, Aditya K. Ghose, Gaargi Banerjee Dasgupta
Analyzing Resource Behavior to Aid Task Assignment in Service Systems. ICSOC (2015)
Mohammadreza Mohagheghian, Renuka Sindhgatta, Aditya Ghose
Combining Agent Based Modeling with Distributed Constraint Optimization for Service Delivery Optimization. EDOC Workshops (2014)
Renuka Sindhgatta, Aditya Ghose, Gaargi Banerjee Dasgupta
Learning 'Good Quality' Resource Allocations from Historical Data. ICSOC Workshops (2014)
Mohammadreza Mohagheghian, Renuka Sindhgatta, Aditya K. Ghose
An Extended Agent Based Model for Service Delivery Optimization. PRIMA (2014)
Lav R. Varshney, Shivali Agarwal, Yi-Min Chee, Renuka Sindhgatta, Daniel V. Oppenheim, Juhnyoung Lee, Krishna Ratakonda
Cognitive Coordination of Global Service Delivery. CoRR (2014)
Renuka Sindhgatta, Gaargi Banerjee Dasgupta, Aditya Ghose
Analysis of Operational Data for Expertise Aware Staffing. BPM (2014)
Rong Liu, Shivali Agarwal, Renuka Sindhgatta, Juhnyoung Lee
Accelerating Collaboration in Task Assignment Using a Socially Enhanced Resource Model. BPM (2013)
Renuka Sindhgatta
Interleaving Execution into Model Driven Service Design. ICWS (2013)
Gargi Banerjee Dasgupta, Renuka Sindhgatta, Shivali Agarwal
Behavioral Analysis of Service Delivery Models. ICSOC (2013)
Shivali Agarwal, Renuka Sindhgatta, Gargi Banerjee Dasgupta
Does One-Size-Fit-All Suffice for Service Delivery Clients? ICSOC (2013)
Subhajit Datta, Renuka Sindhgatta, Bikram Sengupta
Talk versus work: characteristics of developer collaboration on the jazz platform. OOPSLA (2012)
Shivali Agarwal, Renuka Sindhgatta, Bikram Sengupta
SmartDispatch: enabling efficient ticket dispatch in an IT service environment. KDD (2012)
Renuka Sindhgatta, Bikram Sengupta, Subhajit Datta
Coping with distance: an empirical study of communication on the jazz platform. OOPSLA Companion (2011)
Subhajit Datta, Renuka Sindhgatta, Bikram Sengupta
Evolution of developer collaboration on the jazz platform: a study of a large scale agile project. ISEC (2011)
Renuka Sindhgatta, Nanjangud C. Narendra, Bikram Sengupta, Karthik Visweswariah, Arthur G. Ryman
Timesheet assistant: mining and reporting developer effort. ASE (2010)
Renuka Sindhgatta, Nanjangud C. Narendra, Bikram Sengupta
Software evolution in agile development: a case study. SPLASH/OOPSLA Companion (2010)
Renuka Sindhgatta, Bikram Sengupta, Karthikeyan Ponnalagu
Measuring the Quality of Service Oriented Design. ICSOC/ServiceWave (2009)
Renuka Sindhgatta, Bikram Sengupta
An extensible framework for tracing model evolution in SOA solution design. OOPSLA Companion (2009)
Renuka Sindhgatta, Karthikeyan Ponnalagu
Locating Components Realizing Services in Existing Systems. IEEE SCC (1) (2008)
Renuka Sindhgatta
Identifying domain expertise of developers from source code. KDD (2008)
Santonu Sarkar, Renuka Sindhgatta, Krishnakumar Pooloth
A collaborative platform for application knowledge management in software maintenance projects. Bangalore Compute Conf. (2008)
Liang-Jie Zhang, Nianjun Zhou, Yi-Min Chee, Ahamed Jalaldeen, Karthikeyan Ponnalagu, Renuka Sindhgatta, Ali Arsanjani, Fausto Bernardini
SOMA-ME: A platform for the model-driven design of SOA solutions. IBM Syst. J. 47 (3) (2008)
Renuka Sindhgatta, Krishnakumar Pooloth
Identifying Software Decompositions by Applying Transaction Clustering on Source Code. COMPSAC (1) (2007)
Renuka Sindhgatta
Using an information retrieval system to retrieve source code samples. ICSE (2006)
Renuka Sindhgatta, Srinivas Thonse
Functional and Non-functional Requirements Specification for Enterprise Applications. PROFES (2005)
Renuka Sindhgatta, Swaminathan Natarajan, Krishnakumar Pooloth, Colin Pinto, N. S. Nagaraj
Autonomic Incident Manager for Enterprise Applications. GCC Workshops (2004)