Renuka Sindhgatta

Employment

• IBM Research - India Research Scientist
  2021 - Present
• Queensland University of Technology
  2018 - 2021
• IBM Research - India Senior Technical Staff Member
  2007 - 2018
• Infosys Technologies Ltd Principal Architect
  1997 - 2007

Education

• University of Wollongong Doctor of Philosophy

Projects & Funding

Projects & funding information is unavailable.

Publications (54)

• Exploring Trust and Transparency in Retrieval-Augmented Generation for Domain Experts
  2025 8 citations DOI: 10.1145/3706599.3719985
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• Developing guidelines for functionally-grounded evaluation of explainable artificial intelligence using tabular data
  Engineering Applications of Artificial Intelligence 2025 8 citations DOI: 10.1016/j.engappai.2024.109772
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• ProcessChat: A Dataset for Business Process Grounded Dialogs
  2025 0 citations DOI: 10.1145/3799830.3799868
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• Multi-Objective Evolutionary Search for Optimal Robotic Process Automation Architectures
  IEEE Transactions on Services Computing 2024 2 citations DOI: 10.1109/TSC.2024.3396329
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• Forecasting the Impact of Anomalous Events on Business Process Performance
  2024 1 citation DOI: 10.1145/3632410.3632432
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• Predicting Business Process Events in Presence of Anomalous IT Events
  2024 0 citations DOI: 10.1145/3632410.3632437
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• Towards Business Process Observability
  2024 3 citations DOI: 10.1145/3632410.3632435
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• Building interpretable models for business process prediction using shared and specialised attention mechanisms
  Knowledge-Based Systems 2022 46 citations DOI: 10.1016/j.knosys.2022.108773
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• Detecting Crowdsourcing Impasses
  IEEE Access 2021 0 citations DOI: 10.1109/ACCESS.2021.3087172
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• Evaluating Fidelity of Explainable Methods for Predictive Process Analytics
  2021 35 citations DOI: 10.1007/978-3-030-79108-7_8
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