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ORCIDRenuka Sindhgatta
S. R. Renuka
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- affiliation: IBM Research, Bengaluru, India
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2020 – today
- 2024
[j8]Geeta Mahala
, Renuka Sindhgatta, Hoa Khanh Dam, Aditya Ghose:
Multi-Objective Evolutionary Search for Optimal Robotic Process Automation Architectures. IEEE Trans. Serv. Comput. 17(5): 2654-2671 (2024)- [c62]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: 22725-22733 - [c61]Prerna Agarwal, Harshit Dave, Jayachandu Bandlamudi, Renuka Sindhgatta, Kushal Mukherjee:
Multi-Stage Prompting for Next Best Agent Recommendations in Adaptive Workflows. AAAI 2024: 22843-22849 - [c60]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: 22962-22968 - [c59]Avani Gupta, Avirup Saha, Sambit Ghosh, Neelamadhav Gantayat, Renuka Sindhgatta:
Predicting Business Process Events in Presence of Anomalous IT Events. COMAD/CODS 2024: 27-35 - [c58]Avirup Saha, Prerna Agarwal, Sambit Ghosh, Neelamadhav Gantayat, Renuka Sindhgatta:
Towards Business Process Observability. COMAD/CODS 2024: 257-265 - [c57]Avirup Saha, Sambit Ghosh, Neelamadhav Gantayat, Renuka Sindhgatta:
Forecasting the Impact of Anomalous Events on Business Process Performance. COMAD/CODS 2024: 266-274 - [c56]Avirup Saha, Lakshmi Mandal, Balaji Ganesan, Sambit Ghosh, Renuka Sindhgatta, Carlos Eberhardt, Dan Debrunner, Sameep Mehta:
Sequential API Function Calling Using GraphQL Schema. EMNLP 2024: 19452-19458 - [c55]Balaji Ganesan, Sambit Ghosh, Nitin Gupta, Manish Kesarwani, Sameep Mehta, Renuka Sindhgatta:
LLM-powered GraphQL Generator for Data Retrieval. IJCAI 2024: 8657-8660 - 2023
- [j7]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): 1-3 (2023) - [c54]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: 15654-15660 - [i13]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 abs/2310.20280 (2023) - 2022
- [j6]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: 105587 (2022) - [j5]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: 108773 (2022) - [i12]Prerna Agarwal, Avani Gupta, Renuka Sindhgatta, Sampath Dechu:
Goal-Oriented Next Best Activity Recommendation using Reinforcement Learning. CoRR abs/2205.03219 (2022) - 2021
- [j4]Renuka Sindhgatta, Reihaneh Bidar, Arthur H. M. ter Hofstede:
Detecting Crowdsourcing Impasses. IEEE Access 9: 83642-83653 (2021) - [j3]Alistair Barros, Renuka Sindhgatta, Alireza Nili:
Scaling up chatbots for corporate service delivery systems. Commun. ACM 64(8): 88-97 (2021) - [j2]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: 113561 (2021) - [c53]Mythreyi Velmurugan, Chun Ouyang, Catarina Moreira, Renuka Sindhgatta:
Evaluating Fidelity of Explainable Methods for Predictive Process Analytics. CAiSE Forum 2021: 64-72 - [c52]Kanika Goel, Renuka Sindhgatta, P. Vigneswara Ilavarasan, Arpan Kumar Kar:
Building a Knowledge Society: Learnings from a Digital Literacy Program. ECIS 2021 - [c51]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: 19-33 - [c50]Mythreyi Velmurugan, Chun Ouyang, Catarina Moreira, Renuka Sindhgatta:
Evaluating Stability of Post-hoc Explanations for Business Process Predictions. ICSOC 2021: 49-64 - [i11]Mythreyi Velmurugan, Chun Ouyang, Catarina Moreira, Renuka Sindhgatta:
Developing a Fidelity Evaluation Approach for Interpretable Machine Learning. CoRR abs/2106.08492 (2021) - [i10]Chun Ouyang, Renuka Sindhgatta, Catarina Moreira:
Explainable AI Enabled Inspection of Business Process Prediction Models. CoRR abs/2107.09767 (2021) - [i9]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 abs/2109.01419 (2021) - 2020
- [c49]Renuka Sindhgatta, Catarina Moreira, Chun Ouyang, Alistair Barros:
Exploring Interpretable Predictive Models for Business Processes. BPM 2020: 257-272 - [c48]Reihaneh Bidar, Arthur H. M. ter Hofstede, Renuka Sindhgatta:
Co-destruction Patterns in Crowdsourcing - Formal/Technical Paper. CAiSE 2020: 54-69 - [c47]Renuka Sindhgatta, Arthur H. M. ter Hofstede, Aditya Ghose:
Resource-Based Adaptive Robotic Process Automation - Formal/Technical Paper. CAiSE 2020: 451-466 - [c46]Reihaneh Bidar, Arthur H. M. ter Hofstede, Renuka Sindhgatta:
Destructive Domination in Crowdsourcing. ICIS 2020 - [c45]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: 139-150 - [c44]Renuka Sindhgatta, Chun Ouyang, Catarina Moreira:
Exploring Interpretability for Predictive Process Analytics. ICSOC 2020: 439-447 - [c43]Geeta Mahala, Renuka Sindhgatta, Hoa Khanh Dam, Aditya Ghose:
Designing Optimal Robotic Process Automation Architectures. ICSOC 2020: 448-456 - [i8]Catarina Moreira, Renuka Sindhgatta, Chun Ouyang, Peter Bruza, Andreas Wichert:
An Investigation of Interpretability Techniques for Deep Learning in Predictive Process Analytics. CoRR abs/2002.09192 (2020) - [i7]Catarina Moreira, Yu-Liang Chou, Mythreyi Velmurugan, Chun Ouyang, Renuka Sindhgatta, Peter Bruza:
An Interpretable Probabilistic Approach for Demystifying Black-box Predictive Models. CoRR abs/2007.10668 (2020) - [i6]Mythreyi Velmurugan, Chun Ouyang, Catarina Moreira, Renuka Sindhgatta:
Evaluating Explainable Methods for Predictive Process Analytics: A Functionally-Grounded Approach. CoRR abs/2012.04218 (2020)
2010 – 2019
- 2019
- [c42]Renuka Sindhgatta:
Data-driven and Context-aware Process Provisioning. BPM (PhD/Demos) 2019: 46-50 - [c41]Umair Z. Ahmed, Renuka Sindhgatta, Nisheeth Srivastava, Amey Karkare:
Targeted Example Generation for Compilation Errors. ASE 2019: 327-338 - [c40]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: 114-121 - [c39]Reihaneh Bidar, Arthur H. M. ter Hofstede, Renuka Sindhgatta, Chun Ouyang:
Preference-Based Resource and Task Allocation in Business Process Automation. OTM Conferences 2019: 404-421 - [c38]Renuka Sindhgatta, Alistair Barros, Alireza Nili:
Modeling Conversational Agents for Service Systems. OTM Conferences 2019: 552-560 - [i5]Swarnadeep Saha, Tejas I. Dhamecha, Smit Marvaniya, Peter W. Foltz, Renuka Sindhgatta, Bikram Sengupta:
Joint Multi-Domain Learning for Automatic Short Answer Grading. CoRR abs/1902.09183 (2019) - [i4]Umair Z. Ahmed, Renuka Sindhgatta, Nisheeth Srivastava, Amey Karkare:
Targeted Example Generation for Compilation Errors. CoRR abs/1909.00769 (2019) - [i3]Renuka Sindhgatta, Chun Ouyang, Catarina Moreira, Yi Liao:
Interpreting Predictive Process Monitoring Benchmarks. CoRR abs/1912.10558 (2019) - 2018
- [c37]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: 70-85 - [c36]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: 503-517 - [c35]Renuka Sindhgatta, Aditya Ghose, Hoa Khanh Dam:
Leveraging Unstructured Data to Analyze Implicit Process Context. BPM (Forum) 2018: 143-158 - [c34]Smit Marvaniya, Swarnadeep Saha, Tejas I. Dhamecha, Peter W. Foltz, Renuka Sindhgatta, Bikram Sengupta:
Creating Scoring Rubric from Representative Student Answers for Improved Short Answer Grading. CIKM 2018: 993-1002 - [c33]Ravi Kokku, Sharad Sundararajan, Prasenjit Dey, Renuka Sindhgatta, Satya V. Nitta, Bikram Sengupta:
Augmenting Classrooms with AI for Personalized Education. ICASSP 2018: 6976-6980 - [c32]Sneha Mondal, Akshay Gugnani, Renuka Sindhgatta, Vinay Kumar Reddy Kasireddy:
Khan Academy: A Social Networking and Community Question Answering Perspective. ICDM Workshops 2018: 355-359 - [c31]Shazia Afzal, Vinay Shashidhar, Renuka Sindhgatta, Bikram Sengupta:
Impact of Tutor Errors on Student Engagement in a Dialog Based Intelligent Tutoring System. ITS 2018: 267-273 - [i2]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 abs/1802.00938 (2018) - 2017
- [c30]Renuka Sindhgatta, Smit Marvaniya, Tejas I. Dhamecha, Bikram Sengupta:
Inferring Frequently Asked Questions from Student Question Answering Forums. EDM 2017 - [c29]Monika Gupta, Neelamadhav Gantayat, Renuka Sindhgatta:
Intelligent Math Tutor: Problem-Based Approach to Create Cognizance. L@S 2017: 241-244 - 2016
- [c28]Renuka Sindhgatta, Aditya K. Ghose, Hoa Khanh Dam:
Context-Aware Analysis of Past Process Executions to Aid Resource Allocation Decisions. CAiSE 2016: 575-589 - [c27]Renuka Sindhgatta, Aditya K. Ghose, Hoa Khanh Dam:
Context-Aware Recommendation of Task Allocations in Service Systems. ICSOC 2016: 402-416 - 2015
- [c26]Renuka Sindhgatta, Aditya K. Ghose, Gaargi Banerjee Dasgupta:
Analyzing Resource Behavior to Aid Task Assignment in Service Systems. ICSOC 2015: 412-426 - 2014
- [c25]Renuka Sindhgatta, Gaargi Banerjee Dasgupta, Aditya Ghose:
Analysis of Operational Data for Expertise Aware Staffing. BPM 2014: 317-332 - [c24]Mohammadreza Mohagheghian, Renuka Sindhgatta, Aditya Ghose:
Combining Agent Based Modeling with Distributed Constraint Optimization for Service Delivery Optimization. EDOC Workshops 2014: 296-305 - [c23]Renuka Sindhgatta, Aditya Ghose, Gaargi Banerjee Dasgupta:
Learning 'Good Quality' Resource Allocations from Historical Data. ICSOC Workshops 2014: 84-95 - [c22]Mohammadreza Mohagheghian, Renuka Sindhgatta, Aditya K. Ghose:
An Extended Agent Based Model for Service Delivery Optimization. PRIMA 2014: 270-285 - [i1]Lav R. Varshney, Shivali Agarwal, Yi-Min Chee, Renuka Sindhgatta, Daniel V. Oppenheim, Juhnyoung Lee, Krishna Ratakonda:
Cognitive Coordination of Global Service Delivery. CoRR abs/1406.0215 (2014) - 2013
- [c21]Rong Liu, Shivali Agarwal, Renuka Sindhgatta, Juhnyoung Lee:
Accelerating Collaboration in Task Assignment Using a Socially Enhanced Resource Model. BPM 2013: 251-258 - [c20]Shivali Agarwal, Renuka Sindhgatta, Gargi Banerjee Dasgupta:
Does One-Size-Fit-All Suffice for Service Delivery Clients? ICSOC 2013: 177-191 - [c19]Gargi Banerjee Dasgupta, Renuka Sindhgatta, Shivali Agarwal:
Behavioral Analysis of Service Delivery Models. ICSOC 2013: 652-666 - [c18]Renuka Sindhgatta:
Interleaving Execution into Model Driven Service Design. ICWS 2013: 364-371 - 2012
- [c17]Shivali Agarwal, Renuka Sindhgatta, Bikram Sengupta:
SmartDispatch: enabling efficient ticket dispatch in an IT service environment. KDD 2012: 1393-1401 - [c16]Subhajit Datta, Renuka Sindhgatta, Bikram Sengupta:
Talk versus work: characteristics of developer collaboration on the jazz platform. OOPSLA 2012: 655-668 - 2011
- [c15]Subhajit Datta, Renuka Sindhgatta, Bikram Sengupta:
Evolution of developer collaboration on the jazz platform: a study of a large scale agile project. ISEC 2011: 21-30 - [c14]Renuka Sindhgatta, Bikram Sengupta, Subhajit Datta:
Coping with distance: an empirical study of communication on the jazz platform. OOPSLA Companion 2011: 155-162 - 2010
- [c13]Renuka Sindhgatta, Nanjangud C. Narendra, Bikram Sengupta, Karthik Visweswariah, Arthur G. Ryman:
Timesheet assistant: mining and reporting developer effort. ASE 2010: 265-274 - [c12]Renuka Sindhgatta, Nanjangud C. Narendra, Bikram Sengupta:
Software evolution in agile development: a case study. SPLASH/OOPSLA Companion 2010: 105-114
2000 – 2009
- 2009
- [c11]Renuka Sindhgatta, Bikram Sengupta, Karthikeyan Ponnalagu:
Measuring the Quality of Service Oriented Design. ICSOC/ServiceWave 2009: 485-499 - [c10]Renuka Sindhgatta, Bikram Sengupta:
An extensible framework for tracing model evolution in SOA solution design. OOPSLA Companion 2009: 647-658 - 2008
- [j1]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): 397-413 (2008) - [c9]Renuka Sindhgatta, Karthikeyan Ponnalagu:
Locating Components Realizing Services in Existing Systems. IEEE SCC (1) 2008: 127-134 - [c8]Santonu Sarkar, Renuka Sindhgatta, Krishnakumar Pooloth:
A collaborative platform for application knowledge management in software maintenance projects. Bangalore Compute Conf. 2008: 2 - [c7]Renuka Sindhgatta:
Identifying domain expertise of developers from source code. KDD 2008: 981-989 - 2007
- [c6]Renuka Sindhgatta, Krishnakumar Pooloth:
Identifying Software Decompositions by Applying Transaction Clustering on Source Code. COMPSAC (1) 2007: 317-326 - [p1]Jyoti M. Bhat, Krishnakumar Pooloth, Manohar Moorthy, Renuka Sindhgatta, Srinivas Thonse:
Use of Ontology for Automating Knowledge Intensive Business Processes. Ontologies 2007: 435-459 - 2006
- [c5]Renuka Sindhgatta:
Using an information retrieval system to retrieve source code samples. ICSE 2006: 905-908 - 2005
- [c4]Renuka Sindhgatta, Srinivas Thonse:
Functional and Non-functional Requirements Specification for Enterprise Applications. PROFES 2005: 189-201 - 2004
- [c3]Renuka Sindhgatta, Swaminathan Natarajan, Krishnakumar Pooloth, Colin Pinto, N. S. Nagaraj:
Autonomic Incident Manager for Enterprise Applications. GCC Workshops 2004: 642-649 - 2003
- [c2]S. R. Renuka:
Performance and Scalability Verification of .NET Application. Int. CMG Conference 2003: 125-128 - [c1]S. R. Renuka:
Passive Measurements for Performance Analysis of E-Business Sites. Int. CMG Conference 2003: 327-330
Coauthor Index
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last updated on 2024-11-15 19:31 CET by the dblp team
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