Prerna Agarwal

According to our database, Prerna Agarwal authored at least 20 papers between 2016 and 2024.

Collaborative distances:

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

2024

Towards Business Process Observability.

Avirup Saha, Prerna Agarwal, Sambit Ghosh, Neelamadhav Gantayat, Renuka Sindhgatta

Proceedings of the 7th Joint International Conference on Data Science & Management of Data (11th ACM IKDD CODS and 29th COMAD), 2024

Building Conversational Artifacts to Enable Digital Assistant for APIs and RPAs.

Jayachandu Bandlamudi, Kushal Mukherjee, Prerna Agarwal, Ritwik Chaudhuri, Rakesh Pimplikar, Sampath Dechu, Alex Straley, Anbumunee Ponniah, Renuka Sindhgatta

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Multi-Stage Prompting for Next Best Agent Recommendations in Adaptive Workflows.

Prerna Agarwal, Harshit Dave, Jayachandu Bandlamudi, Renuka Sindhgatta, Kushal Mukherjee

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Towards Hybrid Automation by Bootstrapping Conversational Interfaces for IT Operation Tasks.

Jayachandu Bandlamudi, Kushal Mukherjee, Prerna Agarwal, Sampath Dechu, Siyu Huo, Vatche Isahagian, Vinod Muthusamy, Naveen Purushothaman, Renuka Sindhgatta

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Goal-Oriented Next Best Activity Recommendation using Reinforcement Learning.

Prerna Agarwal, Avani Gupta, Renuka Sindhgatta, Sampath Dechu

CoRR, 2022

A Process-Aware Decision Support System for Business Processes.

Prerna Agarwal, Buyu Gao, Siyu Huo, Prabhat Reddy, Sampath Dechu, Yazan Obeidi, Vinod Muthusamy, Vatche Isahagian, Sebastian Carbajales

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Detecting COVID using CNN from Chest X-Beams.

Manpreet Singh, Prerna Agarwal, Pranav Shrivastava, Harpreet Kaur

Proceedings of the 5th International Conference on Contemporary Computing and Informatics, 2022

Methodology to test Optimal Encryption Algorithms for IoT Applications.

Umang Mehrotra, Nishit Mehta, Prerna Agarwal, Shubhi Gupta, Pranav Shrivastava

Proceedings of the 5th International Conference on Contemporary Computing and Informatics, 2022

2021

Graph Autoencoders for Business Process Anomaly Detection.

Siyu Huo, Hagen Völzer, Prabhat Reddy, Prerna Agarwal, Vatche Isahagian, Vinod Muthusamy

Proceedings of the Business Process Management - 19th International Conference, 2021

2020

Unsupervised Contextual State Representation for Improved Business Process Models.

Prerna Agarwal, Daivik Swarup, Sushruth Prasannakumar, Sampath Dechu, Monika Gupta

Proceedings of the Business Process Management Workshops, 2020

Analyzing Comments in Ticket Resolution to Capture Underlying Process Interactions.

Monika Gupta, Prerna Agarwal, Tarun Tater, Sampath Dechu, Alexander Serebrenik

Proceedings of the Business Process Management Workshops, 2020

2019

Radial Loss for Learning Fine-grained Video Similarity Metric.

Abhinav Jain, Prerna Agarwal, Shashank Mujumdar, Nitin Gupta, Sameep Mehta, Chiranjoy Chattopadhyay

Proceedings of the IEEE International Conference on Acoustics, 2019

Learning Convolutional Neural Networks with Deep Part Embeddings.

Nitin Gupta, Shashank Mujumdar, Prerna Agarwal, Abhinav Jain, Sameep Mehta

Proceedings of the IEEE International Conference on Acoustics, 2019

Counterfactual Reasoning for Process Optimization Using Structural Causal Models.

Tanmayee Narendra, Prerna Agarwal, Monika Gupta, Sampath Dechu

Proceedings of the Business Process Management Forum, 2019

2018

Indian Regional Movie Dataset for Recommender Systems.

Prerna Agarwal, Richa Verma, Angshul Majumdar

CoRR, 2018

DyPerm: Maximizing Permanence for Dynamic Community Detection.

Prerna Agarwal, Richa Verma, Ayush Agarwal, Tanmoy Chakraborty

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

Pentuplet Loss for Simultaneous Shots and Critical Points Detection in a Video.

Nitin Gupta, Abhinav Jain, Prerna Agarwal, Shashank Mujumdar, Sameep Mehta

Proceedings of the 24th International Conference on Pattern Recognition, 2018

2017

Issues and challenges of data security in a cloud computing environment.

Pradeep Kumar Sharma, Prem Shankar Kaushik, Prerna Agarwal, Payal Jain, Shivangi Agarwal, Kamlesh Dixit

Proceedings of the 8th IEEE Annual Ubiquitous Computing, 2017

Situated Tangible Robot Programming.

Yasaman S. Sefidgar, Prerna Agarwal, Maya Cakmak

Proceedings of the 2017 ACM/IEEE International Conference on Human-Robot Interaction, 2017

2016

Discovering Spatial Regions of High Correlation.

Prerna Agarwal, Richa Verma, Venkata M. V. Gunturi

Proceedings of the IEEE International Conference on Data Mining Workshops, 2016