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Renuka Sindhgatta

S. R. Renuka

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affiliation: IBM Research, Bengaluru, India

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Journal Articles

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2024
[j8]
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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)
2023
[j7]
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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)
2022
[j6]
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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]
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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)
2021
[j4]
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Renuka Sindhgatta, Reihaneh Bidar, Arthur H. M. ter Hofstede:
Detecting Crowdsourcing Impasses. IEEE Access 9: 83642-83653 (2021)
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Alistair Barros, Renuka Sindhgatta, Alireza Nili:
Scaling up chatbots for corporate service delivery systems. Commun. ACM 64(8): 88-97 (2021)
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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)
2008
[j1]
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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)

Conference and Workshop Papers

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2024
[c61]
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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
[c60]
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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
[c59]
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  - conf/aaai/PalaskarEJGSNN024
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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
[c58]
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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
[c57]
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Avirup Saha, Prerna Agarwal, Sambit Ghosh, Neelamadhav Gantayat, Renuka Sindhgatta:
Towards Business Process Observability. COMAD/CODS 2024: 257-265
[c56]
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Avirup Saha, Sambit Ghosh, Neelamadhav Gantayat, Renuka Sindhgatta:
Forecasting the Impact of Anomalous Events on Business Process Performance. COMAD/CODS 2024: 266-274
[c55]
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Balaji Ganesan, Sambit Ghosh, Nitin Gupta, Manish Kesarwani, Sameep Mehta, Renuka Sindhgatta:
LLM-powered GraphQL Generator for Data Retrieval. IJCAI 2024: 8657-8660
2023
[c54]
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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
2021
[c53]
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Mythreyi Velmurugan, Chun Ouyang, Catarina Moreira, Renuka Sindhgatta:
Evaluating Fidelity of Explainable Methods for Predictive Process Analytics. CAiSE Forum 2021: 64-72
[c52]
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Kanika Goel, Renuka Sindhgatta, P. Vigneswara Ilavarasan, Arpan Kumar Kar:
Building a Knowledge Society: Learnings from a Digital Literacy Program. ECIS 2021
[c51]
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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]
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Mythreyi Velmurugan, Chun Ouyang, Catarina Moreira, Renuka Sindhgatta:
Evaluating Stability of Post-hoc Explanations for Business Process Predictions. ICSOC 2021: 49-64
2020
[c49]
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  - conf/bpm/SindhgattaMOB20
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Renuka Sindhgatta, Catarina Moreira, Chun Ouyang, Alistair Barros:
Exploring Interpretable Predictive Models for Business Processes. BPM 2020: 257-272
[c48]
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Reihaneh Bidar, Arthur H. M. ter Hofstede, Renuka Sindhgatta:
Co-destruction Patterns in Crowdsourcing - Formal/Technical Paper. CAiSE 2020: 54-69
[c47]
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Renuka Sindhgatta, Arthur H. M. ter Hofstede, Aditya Ghose:
Resource-Based Adaptive Robotic Process Automation - Formal/Technical Paper. CAiSE 2020: 451-466
[c46]
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Reihaneh Bidar, Arthur H. M. ter Hofstede, Renuka Sindhgatta:
Destructive Domination in Crowdsourcing. ICIS 2020
[c45]
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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]
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Renuka Sindhgatta, Chun Ouyang, Catarina Moreira:
Exploring Interpretability for Predictive Process Analytics. ICSOC 2020: 439-447
[c43]
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Geeta Mahala, Renuka Sindhgatta, Hoa Khanh Dam, Aditya Ghose:
Designing Optimal Robotic Process Automation Architectures. ICSOC 2020: 448-456
2019
[c42]
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Renuka Sindhgatta:
Data-driven and Context-aware Process Provisioning. BPM (PhD/Demos) 2019: 46-50
[c41]
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Umair Z. Ahmed, Renuka Sindhgatta, Nisheeth Srivastava, Amey Karkare:
Targeted Example Generation for Compilation Errors. ASE 2019: 327-338
[c40]
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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]
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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]
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Renuka Sindhgatta, Alistair Barros, Alireza Nili:
Modeling Conversational Agents for Service Systems. OTM Conferences 2019: 552-560
2018
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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
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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]
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Renuka Sindhgatta, Aditya Ghose, Hoa Khanh Dam:
Leveraging Unstructured Data to Analyze Implicit Process Context. BPM (Forum) 2018: 143-158
[c34]
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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]
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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]
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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]
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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
2017
[c30]
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Renuka Sindhgatta, Smit Marvaniya, Tejas I. Dhamecha, Bikram Sengupta:
Inferring Frequently Asked Questions from Student Question Answering Forums. EDM 2017
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Monika Gupta, Neelamadhav Gantayat, Renuka Sindhgatta:
Intelligent Math Tutor: Problem-Based Approach to Create Cognizance. L@S 2017: 241-244
2016
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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]
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Renuka Sindhgatta, Aditya K. Ghose, Hoa Khanh Dam:
Context-Aware Recommendation of Task Allocations in Service Systems. ICSOC 2016: 402-416
2015
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Renuka Sindhgatta, Aditya K. Ghose, Gaargi Banerjee Dasgupta:
Analyzing Resource Behavior to Aid Task Assignment in Service Systems. ICSOC 2015: 412-426
2014
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Renuka Sindhgatta, Gaargi Banerjee Dasgupta, Aditya Ghose:
Analysis of Operational Data for Expertise Aware Staffing. BPM 2014: 317-332
[c24]
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Mohammadreza Mohagheghian, Renuka Sindhgatta, Aditya Ghose:
Combining Agent Based Modeling with Distributed Constraint Optimization for Service Delivery Optimization. EDOC Workshops 2014: 296-305
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Renuka Sindhgatta, Aditya Ghose, Gaargi Banerjee Dasgupta:
Learning 'Good Quality' Resource Allocations from Historical Data. ICSOC Workshops 2014: 84-95
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Mohammadreza Mohagheghian, Renuka Sindhgatta, Aditya K. Ghose:
An Extended Agent Based Model for Service Delivery Optimization. PRIMA 2014: 270-285
2013
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Rong Liu, Shivali Agarwal, Renuka Sindhgatta, Juhnyoung Lee:
Accelerating Collaboration in Task Assignment Using a Socially Enhanced Resource Model. BPM 2013: 251-258
[c20]
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Shivali Agarwal, Renuka Sindhgatta, Gargi Banerjee Dasgupta:
Does One-Size-Fit-All Suffice for Service Delivery Clients? ICSOC 2013: 177-191
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Gargi Banerjee Dasgupta, Renuka Sindhgatta, Shivali Agarwal:
Behavioral Analysis of Service Delivery Models. ICSOC 2013: 652-666
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Renuka Sindhgatta:
Interleaving Execution into Model Driven Service Design. ICWS 2013: 364-371
2012
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Shivali Agarwal, Renuka Sindhgatta, Bikram Sengupta:
SmartDispatch: enabling efficient ticket dispatch in an IT service environment. KDD 2012: 1393-1401
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Subhajit Datta, Renuka Sindhgatta, Bikram Sengupta:
Talk versus work: characteristics of developer collaboration on the jazz platform. OOPSLA 2012: 655-668
2011
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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
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Renuka Sindhgatta, Bikram Sengupta, Subhajit Datta:
Coping with distance: an empirical study of communication on the jazz platform. OOPSLA Companion 2011: 155-162
2010
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Renuka Sindhgatta, Nanjangud C. Narendra, Bikram Sengupta, Karthik Visweswariah, Arthur G. Ryman:
Timesheet assistant: mining and reporting developer effort. ASE 2010: 265-274
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Renuka Sindhgatta, Nanjangud C. Narendra, Bikram Sengupta:
Software evolution in agile development: a case study. SPLASH/OOPSLA Companion 2010: 105-114
2009
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Renuka Sindhgatta, Bikram Sengupta, Karthikeyan Ponnalagu:
Measuring the Quality of Service Oriented Design. ICSOC/ServiceWave 2009: 485-499
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Renuka Sindhgatta, Bikram Sengupta:
An extensible framework for tracing model evolution in SOA solution design. OOPSLA Companion 2009: 647-658
2008
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Renuka Sindhgatta, Karthikeyan Ponnalagu:
Locating Components Realizing Services in Existing Systems. IEEE SCC (1) 2008: 127-134
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Santonu Sarkar, Renuka Sindhgatta, Krishnakumar Pooloth:
A collaborative platform for application knowledge management in software maintenance projects. Bangalore Compute Conf. 2008: 2
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Renuka Sindhgatta:
Identifying domain expertise of developers from source code. KDD 2008: 981-989
2007
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Renuka Sindhgatta, Krishnakumar Pooloth:
Identifying Software Decompositions by Applying Transaction Clustering on Source Code. COMPSAC (1) 2007: 317-326
2006
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Renuka Sindhgatta:
Using an information retrieval system to retrieve source code samples. ICSE 2006: 905-908
2005
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Renuka Sindhgatta, Srinivas Thonse:
Functional and Non-functional Requirements Specification for Enterprise Applications. PROFES 2005: 189-201
2004
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Renuka Sindhgatta, Swaminathan Natarajan, Krishnakumar Pooloth, Colin Pinto, N. S. Nagaraj:
Autonomic Incident Manager for Enterprise Applications. GCC Workshops 2004: 642-649
2003
[c2]
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S. R. Renuka:
Performance and Scalability Verification of .NET Application. Int. CMG Conference 2003: 125-128
[c1]
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S. R. Renuka:
Passive Measurements for Performance Analysis of E-Business Sites. Int. CMG Conference 2003: 327-330

Parts in Books or Collections

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2007
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Jyoti M. Bhat, Krishnakumar Pooloth, Manohar Moorthy, Renuka Sindhgatta, Srinivas Thonse:
Use of Ontology for Automating Knowledge Intensive Business Processes. Ontologies 2007: 435-459

Informal and Other Publications

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2023
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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
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Prerna Agarwal, Avani Gupta, Renuka Sindhgatta, Sampath Dechu:
Goal-Oriented Next Best Activity Recommendation using Reinforcement Learning. CoRR abs/2205.03219 (2022)
2021
[i11]
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Mythreyi Velmurugan, Chun Ouyang, Catarina Moreira, Renuka Sindhgatta:
Developing a Fidelity Evaluation Approach for Interpretable Machine Learning. CoRR abs/2106.08492 (2021)
[i10]
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Chun Ouyang, Renuka Sindhgatta, Catarina Moreira:
Explainable AI Enabled Inspection of Business Process Prediction Models. CoRR abs/2107.09767 (2021)
[i9]
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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
[i8]
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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]
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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]
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Mythreyi Velmurugan, Chun Ouyang, Catarina Moreira, Renuka Sindhgatta:
Evaluating Explainable Methods for Predictive Process Analytics: A Functionally-Grounded Approach. CoRR abs/2012.04218 (2020)
2019
[i5]
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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]
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Umair Z. Ahmed, Renuka Sindhgatta, Nisheeth Srivastava, Amey Karkare:
Targeted Example Generation for Compilation Errors. CoRR abs/1909.00769 (2019)
[i3]
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Renuka Sindhgatta, Chun Ouyang, Catarina Moreira, Yi Liao:
Interpreting Predictive Process Monitoring Benchmarks. CoRR abs/1912.10558 (2019)
2018
[i2]
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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)
2014
[i1]
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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)

Coauthor Index

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