Meghana Kshirsagar

According to our database, Meghana Kshirsagar authored at least 30 papers between 2011 and 2024.

Collaborative distances:

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

2024

Enhancing Portfolio Performance: A Random Forest Approach to Volatility Prediction and Optimization.

Vedant Rathi, Meghana Kshirsagar, Conor Ryan

Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024

2023

Dynamic Grammar Pruning for Program Size Reduction in Symbolic Regression.

Muhammad Sarmad Ali, Meghana Kshirsagar, Enrique Naredo, Conor Ryan

SN Comput. Sci., July, 2023

Grammatical Evolution-Driven Algorithm for Efficient and Automatic Hyperparameter Optimisation of Neural Networks.

Gauri Vaidya, Meghana Kshirsagar, Conor Ryan

Algorithms, July, 2023

A Novel ML-driven Test Case Selection Approach for Enhancing the Performance of Grammatical Evolution.

Krishn Kumar Gupt, Meghana Kshirsagar, Douglas Mota Dias, Joseph P. Sullivan, Conor Ryan

CoRR, 2023

Adaptive Case Selection for Symbolic Regression in Grammatical Evolution.

Krishn Kumar Gupt, Meghana Kshirsagar, Douglas Mota Dias, Joseph P. Sullivan, Conor Ryan

Proceedings of the 15th International Joint Conference on Computational Intelligence, 2023

A Convolutional Neural Network Based Patch Classifier Using Mammograms.

Yumnah Hasan, Aidan Murphy, Meghana Kshirsagar, Conor Ryan

Proceedings of the 15th International Conference on Agents and Artificial Intelligence, 2023

2022

Insights Into Incorporating Trustworthiness and Ethics in AI Systems With Explainable AI.

Meghana Kshirsagar, Krishn Kumar Gupt, Gauri Vaidya, Conor Ryan, Joseph P. Sullivan, Vivek Kshirsagar

Int. J. Nat. Comput. Res., 2022

DECART: Planning for Decarbonising Transport Sector with Predictive Analytics - An Irish Case Study.

Meghana Kshirsagar, Gauri Vaidya, Shravani Rajguru, Pruthviraj Jadhav, Hrushabh Kale, Nishanth Shanmugam, Conor Ryan, Vivek Kshirsagar

Proceedings of the 11th International Conference on Smart Cities and Green ICT Systems, 2022

HyperEstimator: Evolving Computationally Efficient CNN Models with Grammatical Evolution.

Gauri Vaidya, Luise Ilg, Meghana Kshirsagar, Enrique Naredo, Conor Ryan

Proceedings of the 19th International Conference on Smart Business Technologies, 2022

Rethinking Traffic Management with Congestion Pricing and Vehicular Routing for Sustainable and Clean Transport.

Meghana Kshirsagar, Tanishq More, Rutuja Lahoti, Shreya Adgaonkar, Shruti Jain, Conor Ryan

Proceedings of the 14th International Conference on Agents and Artificial Intelligence, 2022

On the effect of embedding hierarchy within multi-objective optimization for evolving symbolic regression models.

Atif Rafiq, Enrique Naredo, Meghana Kshirsagar, Conor Ryan

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

PreDive: preserving diversity in test cases for evolving digital circuits using grammatical evolution.

Krishn Kumar Gupt, Meghana Kshirsagar, Lukas Rosenbauer, Joseph P. Sullivan, Douglas Mota Dias, Conor Ryan

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

Automated grammar-based feature selection in symbolic regression.

Muhammad Sarmad Ali, Meghana Kshirsagar, Enrique Naredo, Conor Ryan

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9, 2022

2021

Convergence of Blockchain, Autonomous Agents, and Knowledge Graph to Share Electronic Health Records.

Yao Yao, Meghana Kshirsagar, Gauri Vaidya, Jens Ducrée, Conor Ryan

Frontiers Blockchain, 2021

GREECOPE: Green Computing with Piezoelectric Effect.

Meghana Kshirsagar, Rutuja Lahoti, Tanishq More, Conor Ryan

Proceedings of the 10th International Conference on Smart Cities and Green ICT Systems, 2021

Pyramid-Z: Evolving Hierarchical Specialists in Genetic Algorithms.

Atif Rafiq, Enrique Naredo, Meghana Kshirsagar, Conor Ryan

Proceedings of the 13th International Joint Conference on Computational Intelligence, 2021

Towards Automatic Grammatical Evolution for Real-world Symbolic Regression.

Muhammad Sarmad Ali, Meghana Kshirsagar, Enrique Naredo, Conor Ryan

Proceedings of the 13th International Joint Conference on Computational Intelligence, 2021

Hierarchical Clustering Driven Test Case Selection in Digital Circuits.

Conor Ryan, Meghana Kshirsagar, Krishn Kumar Gupt, Lukas Rosenbauer, Joseph P. Sullivan

Proceedings of the 16th International Conference on Software Technologies, 2021

Automatic Test Case Generation for Vulnerability Analysis of Galois Field Arithmetic Circuits.

Krishn Kumar Gupt, Meghana Kshirsagar, Joseph P. Sullivan, Conor Ryan

Proceedings of the 5th IEEE International Conference on Cryptography, Security and Privacy, 2021

Multi-objective Classification and Feature Selection of Covid-19 Proteins Sequences using NSGA-II and MAP-Elites.

Vijay Sambhe, Shanmukha Rajesh, Enrique Naredo, Douglas Mota Dias, Meghana Kshirsagar, Conor Ryan

Proceedings of the 13th International Conference on Agents and Artificial Intelligence, 2021

AutoGE: A Tool for Estimation of Grammatical Evolution Models.

Muhammad Sarmad Ali, Meghana Kshirsagar, Enrique Naredo, Conor Ryan

Proceedings of the 13th International Conference on Agents and Artificial Intelligence, 2021

GREE-COCO: Green Artificial Intelligence Powered Cost Pricing Models for Congestion Control.

Meghana Kshirsagar, Tanishq More, Rutuja Lahoti, Shreya Adgaonkar, Shruti Jain, Conor Ryan, Vivek Kshirsagar

Proceedings of the 13th International Conference on Agents and Artificial Intelligence, 2021

2020

GEMO: Grammatical Evolution Memory Optimization System.

Meghana Kshirsagar, Rushikesh Jachak, Purva Chaudhari, Conor Ryan

Proceedings of the 12th International Joint Conference on Computational Intelligence, 2020

GETS: Grammatical Evolution based Optimization of Smoothing Parameters in Univariate Time Series Forecasting.

Conor Ryan, Meghana Kshirsagar, Purva Chaudhari, Rushikesh Jachak

Proceedings of the 12th International Conference on Agents and Artificial Intelligence, 2020

2018

Fetching Relevant Images and Videos in Keyword Based Search Mechanism with Hypergraph Learning and Similarity Matching.

Sheetal D. Patil, Vivek Kshirsagar, Meghana Nagori

Proceedings of the 9th International Conference on Computing, 2018

Constructing Knowledge Graph by Extracting Correlations from Wikipedia Corpus for Optimizing Web Information Retrieval.

Anjum Mirza, Meghana Nagori, Vivek Kshirsagar

Proceedings of the 9th International Conference on Computing, 2018

Pattern Based Smart Notification in Education.

Arvind Gopal Ghodse, Vivek Kshirsagar, Meghana Nagori

Proceedings of the 9th International Conference on Computing, 2018

Integrating Sentiment Analysis and User Descriptors with Ratings in Sightseer Recommender System.

Vaidehi Anil Chaudhari, Vivek Kshirsagar, Meghana Nagori

Proceedings of the 9th International Conference on Computing, 2018

Generating Homograph Models in Topic Modeling for Expediting User's Model Selection.

Diksha Banswal, Meghana Nagori, Vivek Kshirsagar

Proceedings of the 9th International Conference on Computing, 2018

2011

Classification of Anemia Using Data Mining Techniques.

Shilpa A. Sanap, Meghana Nagori, Vivek Kshirsagar

Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2011