Amol Deshpande

Sri Dharmasthala Manjunatheshwara College of Dental Sciences & Hospital — India

Computer Science · Physical Sciences

44h-index8.8kcitations167works1.12yr avg
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Research Topics

Data Management and Algorithms(75), Advanced Database Systems and Queries(64), Graph Theory and Algorithms(28), Bayesian Modeling and Causal Inference(24), Data Quality and Management(22)

Publications167 total

Comprehending C codes with LLMs: Effective comment generation through retrieval and reasoning
Pattern Recognition Letters·2025· 2 cited
Performance Metrics Comparison of 8-Bit Adder Architectures in 45nm CMOS
2025
Beyond Relations: A Case for Elevating to the Entity-Relationship Abstraction
arXiv (Cornell University)·2025Open Access
Modern Techniques For Querying Graph-structured Databases
Foundations and Trends in Databases·2024· 4 cited
Memory-Driven Robotic Arm with WiFi Enabled Control
2024
To Store or Not to Store: a graph theoretical approach for Dataset Versioning
2024· 2 cited
To Store or Not to Store: a graph theoretical approach for Dataset Versioning
arXiv (Cornell University)·2024Open Access
Early Stage Detection of Multiple Sclerosis using FCNN
2022 10th International Conference on Emerging Trends in Engineering and Technology - Signal and Information Processing (ICETET-SIP-22)·2022· 1 cited
Machine Learning Techniques for Heart Failure Prediction: An Exclusively Feature Selective Approach
2021· 4 cited
Bluetooth Based Electronic Notice Board.
International Journal of Engineering and Advanced Technology·2020· 2 citedOpen Access
The SIGMOD 2019 Research Track Reviewing System
ACM SIGMOD Record·2019· 3 cited
CRUX
2019· 2 citedOpen Access
Memory-Efficient Group-by Aggregates over Multi-Way Joins
arXiv (Cornell University)·2019· 2 citedOpen Access
Understanding Data Science Lifecycle Provenance via Graph Segmentation and Summarization
2019· 10 cited
NSF BIGDATA PI Meeting - Domain-Specific Research Directions and Data Sets
ACM SIGMOD Record·2019· 3 cited
Historical Graph Management
Encyclopedia of Big Data Technologies·2019
Understanding Data Science Lifecycle Provenance via Graph Segmentation and Summarization
arXiv (Cornell University)·2018· 1 citedOpen Access
Maximizing Expected Utility for Stochastic Combinatorial Optimization Problems
Mathematics of Operations Research·2018· 5 cited
In situ graph querying and analytics with graphgen
2018· 2 citedOpen Access
RStore: A Distributed Multi-Version Document Store
2018Open Access
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Frequent Co-authors

Samuel Madden(13), Joseph M. Hellerstein(10), Wei Hong(6), Prithviraj Sen(6), Carlos Guestrin(5), Vijayshankar Raman(5), Lise Getoor(5), Sirish Chandrasekaran(4), Michael J. Franklin(4), Mehul A. Shah(4), Samir Khuller(4), Owen Cooper(3), Sailesh Krishnamurthy(3), Minos Garofalakis(3), Abdul Quamar(3), K. Ashwin Kumar(3), Aditya Parameswaran(3), Fred Reiss(2), Zachary G. Ives(2), Barna Saha(2)