Amit Sangroya

According to our database, Amit Sangroya authored at least 21 papers between 2010 and 2023.

Collaborative distances:

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

2023

Conceptual Explanations of ECG Classification using Large Language Models.

Amit Sangroya, Suparshva Jain, C. Anantaram, Lovekesh Vig

Proceedings of the Third International Conference on AI-ML Systems, 2023

2022

Generating Conceptual Explanations for DL based ECG Classification Model.

Amit Sangroya, Suparshva Jain, Lovekesh Vig, C. Anantaram, Arijit Ukil, Sundeep Khandelwal

Proceedings of the Thirty-Fifth International Florida Artificial Intelligence Research Society Conference, 2022

2021

ROC Bot: Towards Designing Virtual Command Centre for Energy Management.

Rishi Tiwari, Mohammed Afaque, Amit Sangroya, Mrinal Rawat

Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2021

2020

Guided-LIME: Structured Sampling based Hybrid Approach towards Explaining Blackbox Machine Learning Models.

Amit Sangroya, Mouli Rastogi, C. Anantaram, Lovekesh Vig

Proceedings of the CIKM 2020 Workshops co-located with 29th ACM International Conference on Information and Knowledge Management (CIKM 2020), 2020

2019

Natural Language Business Intelligence Question Answering Through SeqtoSeq Transfer Learning.

Amit Sangroya, Pratik Saini, Mrinal Rawat, Gautam Shroff, C. Anantaram

Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2019

Using Formal Concept Analysis to Explain Black Box Deep Learning Classification Models.

Amit Sangroya, C. Anantaram, Mrinal Rawat, Mouli Rastogi

Proceedings of the 7th International Workshop "What can FCA do for Artificial Intelligence"? co-located with International Joint Conference on Artificial Intelligence, 2019

2018

Learning Latent Beliefs and Performing Epistemic Reasoning for Efficient and Meaningful Dialog Management.

Aishwarya Chhabra, Pratik Saini, Amit Sangroya, C. Anantaram

CoRR, 2018

Extracting Latent Beliefs and using Epistemic Reasoning to Tailor a Chatbot.

Amit Sangroya, C. Anantaram, Pratik Saini, Mrinal Rawat

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Formalizing and Verifying Natural Language System Requirements using Petri Nets and Context based Reasoning.

Aishwarya Chhabra, Amit Sangroya, C. Anantaram

Proceedings of the Tenth International Workshop Modelling and Reasoning in Context co-located with the 27th International Joint Conference on Artificial Intelligence (IJCAI 2018) and the 23rd European Conference on Artificial Intelligence (ECAI 2018), 2018

Repairing ASR output by Artificial Development and Ontology based Learning.

C. Anantaram, Amit Sangroya, Mrinal Rawat, Aishwarya Chhabra

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Automatic Extraction of Domain Specific Latent Beliefs in Customer Complaints to Help Tailor Chatbots.

Amit Sangroya, C. Anantaram, Pratik Saini, Mrinal Rawat

Proceedings of the Workshops of the The Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Chatbot as an Intermediary between a Customer and the Customer Care Ecosystem.

Amit Sangroya, Pratik Saini, C. Anantaram

Proceedings of the 9th International Conference on Management of Digital EcoSystems, 2017

2016

Experience with benchmarking dependability and performance of MapReduce systems.

Amit Sangroya, Sara Bouchenak, Damián Serrano

Perform. Evaluation, 2016

2015

A Reusable Architecture for Dependability and Performance Benchmarking of Cloud Services.

Amit Sangroya, Sara Bouchenak

Proceedings of the Service-Oriented Computing - ICSOC 2015 Workshops, 2015

Performance Assurance Model for HiveQL on Large Data Volume.

Amit Sangroya, Rekha Singhal

Proceedings of the 22nd IEEE International Conference on High Performance Computing Workshops, 2015

2014

Towards dependability and performance benchmarking for cloud computing services. (Vers la fiabilité et la performance des services de Cloud Computing).

Amit Sangroya

PhD thesis, 2014

2012

Benchmarking Dependability of MapReduce Systems.

Amit Sangroya, Damián Serrano, Sara Bouchenak

Proceedings of the IEEE 31st Symposium on Reliable Distributed Systems, 2012

MRBS: Towards Dependability Benchmarking for Hadoop MapReduce.

Amit Sangroya, Damián Serrano, Sara Bouchenak

Proceedings of the Euro-Par 2012: Parallel Processing Workshops, 2012

2010

Towards Analyzing Data Security Risks in Cloud Computing Environments.

Amit Sangroya, Saurabh Kumar, Jaideep Dhok, Vasudeva Varma

Proceedings of the Information Systems, Technology and Management, 2010

Modeling security for service oriented applications.

Siming Kou, Muhammad Ali Babar, Amit Sangroya

Proceedings of the Software Architecture, 4th European Conference, 2010

SAGE: An Approach to Evaluate the Impact of SOA Governance Policies.

Amit Sangroya, Kirti Garg, Vasudeva Varma

Proceedings of the 24th IEEE International Conference on Advanced Information Networking and Applications Workshops, 2010