Amit Sangroya

Orcid: 0009-0003-9088-5964

According to our database1, Amit Sangroya authored at least 21 papers between 2010 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2023
Conceptual Explanations of ECG Classification using Large Language Models.
Proceedings of the Third International Conference on AI-ML Systems, 2023

2022
Generating Conceptual Explanations for DL based ECG Classification Model.
Proceedings of the Thirty-Fifth International Florida Artificial Intelligence Research Society Conference, 2022

2021
ROC Bot: Towards Designing Virtual Command Centre for Energy Management.
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.
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.
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.
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.
CoRR, 2018

Extracting Latent Beliefs and using Epistemic Reasoning to Tailor a Chatbot.
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.
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.
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.
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.
Proceedings of the 9th International Conference on Management of Digital EcoSystems, 2017

2016
Experience with benchmarking dependability and performance of MapReduce systems.
Perform. Evaluation, 2016

2015
A Reusable Architecture for Dependability and Performance Benchmarking of Cloud Services.
Proceedings of the Service-Oriented Computing - ICSOC 2015 Workshops, 2015

Performance Assurance Model for HiveQL on Large Data Volume.
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).
PhD thesis, 2014

2012
Benchmarking Dependability of MapReduce Systems.
Proceedings of the IEEE 31st Symposium on Reliable Distributed Systems, 2012

MRBS: Towards Dependability Benchmarking for Hadoop MapReduce.
Proceedings of the Euro-Par 2012: Parallel Processing Workshops, 2012

2010
Towards Analyzing Data Security Risks in Cloud Computing Environments.
Proceedings of the Information Systems, Technology and Management, 2010

Modeling security for service oriented applications.
Proceedings of the Software Architecture, 4th European Conference, 2010

SAGE: An Approach to Evaluate the Impact of SOA Governance Policies.
Proceedings of the 24th IEEE International Conference on Advanced Information Networking and Applications Workshops, 2010


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