Abhinav Choudhury

Indian Institute of Technology Mandi — India

Physics and Astronomy · Physical Sciences

8h-index348citations27works1.02yr avg
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Research Topics

Complex Network Analysis Techniques(5), Parallel Computing and Optimization Techniques(4), Data Visualization and Analytics(3), Advanced Data Storage Technologies(3), Artificial Intelligence in Healthcare(3)

Publications27 total

Influence maximization in evolving graphs using reinforcement learning
2024· 2 cited
Online Influence Maximization via an Explore-exploit Ensemble Approach
2024
Beyond Influence Maximization: Volume Maximization in Social Networks
Lecture notes in social networks·2022
A Comparison Study of Abstractive and Extractive Methods for Text Summarization
Algorithms for intelligent systems·2022· 3 cited
Contributors
Elsevier eBooks·2021
Evaluating cascade prediction via different embedding techniques for disease mitigation
Elsevier eBooks·2021
Influence of Followers on Twitter Sentiments About Rare Disease Medications
Advances in intelligent systems and computing·2020· 1 cited
10. Evaluating single- and multi-headed neural architectures for time-series forecasting of healthcare expenditures
2020· 3 cited
AI in Healthcare: Time-Series Forecasting Using Statistical, Neural, and Ensemble Architectures
Frontiers in Big Data·2020· 180 citedOpen Access
Ensemble of Multi-headed Machine Learning Architectures for Time-Series Forecasting of Healthcare Expenditures
Algorithms for intelligent systems·2020· 17 cited
Medicine Expenditure Prediction via a Variance- Based Generative Adversarial Network
IEEE Access·2020· 23 citedOpen Access
Comparative Analysis of Features Selection Techniques for Classification in Healthcare.
Machine Learning and Data Mining in Pattern Recognition·2019· 7 cited
Social-network analysis in healthcare: analysing the effect of weighted influence in physician networks
Network Modeling Analysis in Health Informatics and Bioinformatics·2018· 12 cited
Evaluating Frequent-Set Mining Approaches in Machine-Learning Problems with Several Attributes: A Case Study in Healthcare
Lecture notes in computer science·2018· 5 cited
Patient Journey Visualizer: A Tool for Visualizing Patient Journeys
2017· 6 cited
Using LSTMs for Predicting Patient's Expenditure on Medications
2017· 16 cited
Social-Network Analysis for Pain Medications
2017· 2 cited
Data-mining medications for pain
2017· 3 cited
Applying Data Mining to Healthcare: A Study of Social Network of Physicians and Patient Journeys
Lecture notes in computer science·2016· 4 cited
Improving CPU Performance For Heterogeneous Computing Using OpenCL
2013
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Frequent Co-authors

Varun Dutt(18), Shruti Kaushik(17), Sayee Natarajan(8), Larry A. Pickett(8), Nataraj Dasgupta(6), Steven G. Parker(5), Paul Rosen(3), Prakash Duraisamy(2), James Van Haneghan(2), Fang Jiang(2), Shubham Shakya(2), Pankaj Kumar Sheron(1), Kristin Potter(1), Bei Wang(1), Valerio Pascucci(1), Ashutosh Kumar Jatav(1), Kulendra Kumar Kaushal(1), Krish Viswanathan(1), Balaji Chellappa(1), Kaustubh Mallik(1)