Meghana Kshirsagar

31 papers A 1C 6Journal 8Unranked 16

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	From Natural Language to Interpretable Code: Automated Code Generation for Healthcare with Large Language Models - A Comparative Analysis. ICAART (1) Yuexi Chen, Gauri Vaidya, Alison N. O'Connor, Meghana Kshirsagar
2025	C	`conf`	DataPulse: An Interactive Dashboard for Statistical and Exploratory Analysis of Multimodal Healthcare Data in Shiny. DATA Adam Urban, James Connolly, Gauri Vaidya, Krishn Kumar Gupt, Meghana Kshirsagar
2025	J	`jnl`	Meta-learner-based frameworks for interpretable email spam detection. Frontiers Artif. Intell. Meghana Kshirsagar, Vedant Rathi, Conor Ryan
2025	—	`conf`	Mitigating Algorithmic Bias in Prostate Cancer Risk Stratification with Responsible Artificial Intelligence and Machine Learning. ICAART (3) Meghana Kshirsagar, Mihir Sontakke, Gauri Vaidya, Ahmad Alkhan, Aideen Killeen, Conor Ryan
2025	—	`conf`	PurGE: Towards Responsible Artificial Intelligence Through Sustainable Hyperparameter Optimization. ICAART (2) Gauri Vaidya, Meghana Kshirsagar, Conor Ryan
2024	J	`jnl`	A novel ML-driven test case selection approach for enhancing the performance of grammatical evolution. Frontiers Comput. Sci. Krishn Kumar Gupt, Meghana Kshirsagar, Douglas Mota Dias, Joseph P. Sullivan, Conor Ryan
2024	—	`conf`	Enhancing Portfolio Performance: A Random Forest Approach to Volatility Prediction and Optimization. ICAART (3) Vedant Rathi, Meghana Kshirsagar, Conor Ryan
2024	J	`jnl`	Hip Fracture Patient Pathways and Agent-based Modelling. CoRR Alison N. O'Connor, Stephen E. Ryan, Gauri Vaidya, Paul Harford, Meghana Kshirsagar
2023	—	`conf`	A Convolutional Neural Network Based Patch Classifier Using Mammograms. ICAART (3) Yumnah Hasan, Aidan Murphy, Meghana Kshirsagar, Conor Ryan
2023	J	`jnl`	A Novel ML-driven Test Case Selection Approach for Enhancing the Performance of Grammatical Evolution. CoRR Krishn Kumar Gupt, Meghana Kshirsagar, Douglas Mota Dias, Joseph P. Sullivan, Conor Ryan
2023	C	`conf`	Adaptive Case Selection for Symbolic Regression in Grammatical Evolution. IJCCI Krishn Kumar Gupt, Meghana Kshirsagar, Douglas Mota Dias, Joseph P. Sullivan, Conor Ryan
2023	J	`jnl`	Dynamic Grammar Pruning for Program Size Reduction in Symbolic Regression. SN Comput. Sci. Muhammad Sarmad Ali, Meghana Kshirsagar, Enrique Naredo, Conor Ryan
2023	J	`jnl`	Grammatical Evolution-Driven Algorithm for Efficient and Automatic Hyperparameter Optimisation of Neural Networks. Algorithms Gauri Vaidya, Meghana Kshirsagar, Conor Ryan
2022	A	`conf`	Automated grammar-based feature selection in symbolic regression. GECCO Muhammad Sarmad Ali, Meghana Kshirsagar, Enrique Naredo, Conor Ryan
2022	—	`conf`	DECART: Planning for Decarbonising Transport Sector with Predictive Analytics - An Irish Case Study. SMARTGREENS Meghana Kshirsagar, Gauri Vaidya, Shravani Rajguru, Pruthviraj Jadhav, Hrushabh Kale, Nishanth Shanmugam, Conor Ryan, Vivek Kshirsagar
2022	—	`conf`	HyperEstimator: Evolving Computationally Efficient CNN Models with Grammatical Evolution. ICSBT Gauri Vaidya, Luise Ilg, Meghana Kshirsagar, Enrique Naredo, Conor Ryan
2022	J	`jnl`	Insights Into Incorporating Trustworthiness and Ethics in AI Systems With Explainable AI. Int. J. Nat. Comput. Res. Meghana Kshirsagar, Krishn Kumar Gupt, Gauri Vaidya, Conor Ryan, Joseph P. Sullivan, Vivek Kshirsagar
2022	—	`conf`	On the effect of embedding hierarchy within multi-objective optimization for evolving symbolic regression models. GECCO Companion Atif Rafiq, Enrique Naredo, Meghana Kshirsagar, Conor Ryan
2022	—	`conf`	PreDive: preserving diversity in test cases for evolving digital circuits using grammatical evolution. GECCO Companion Krishn Kumar Gupt, Meghana Kshirsagar, Lukas Rosenbauer, Joseph P. Sullivan, Douglas Mota Dias, Conor Ryan
2022	—	`conf`	Rethinking Traffic Management with Congestion Pricing and Vehicular Routing for Sustainable and Clean Transport. ICAART (3) Meghana Kshirsagar, Tanishq More, Rutuja Lahoti, Shreya Adgaonkar, Shruti Jain, Conor Ryan
2021	—	`conf`	AutoGE: A Tool for Estimation of Grammatical Evolution Models. ICAART (2) Muhammad Sarmad Ali, Meghana Kshirsagar, Enrique Naredo, Conor Ryan
2021	—	`conf`	Automatic Test Case Generation for Vulnerability Analysis of Galois Field Arithmetic Circuits. CSP Krishn Kumar Gupt, Meghana Kshirsagar, Joseph P. Sullivan, Conor Ryan
2021	J	`jnl`	Convergence of Blockchain, Autonomous Agents, and Knowledge Graph to Share Electronic Health Records. Frontiers Blockchain Yao Yao, Meghana Kshirsagar, Gauri Vaidya, Jens Ducrée, Conor Ryan
2021	—	`conf`	GREE-COCO: Green Artificial Intelligence Powered Cost Pricing Models for Congestion Control. ICAART (2) Meghana Kshirsagar, Tanishq More, Rutuja Lahoti, Shreya Adgaonkar, Shruti Jain, Conor Ryan, Vivek Kshirsagar
2021	—	`conf`	GREECOPE: Green Computing with Piezoelectric Effect. SMARTGREENS Meghana Kshirsagar, Rutuja Lahoti, Tanishq More, Conor Ryan
2021	C	`conf`	Hierarchical Clustering Driven Test Case Selection in Digital Circuits. ICSOFT Conor Ryan, Meghana Kshirsagar, Krishn Kumar Gupt, Lukas Rosenbauer, Joseph P. Sullivan
2021	—	`conf`	Multi-objective Classification and Feature Selection of Covid-19 Proteins Sequences using NSGA-II and MAP-Elites. ICAART (2) Vijay Sambhe, Shanmukha Rajesh, Enrique Naredo, Douglas Mota Dias, Meghana Kshirsagar, Conor Ryan
2021	C	`conf`	Pyramid-Z: Evolving Hierarchical Specialists in Genetic Algorithms. IJCCI Atif Rafiq, Enrique Naredo, Meghana Kshirsagar, Conor Ryan
2021	C	`conf`	Towards Automatic Grammatical Evolution for Real-world Symbolic Regression. IJCCI Muhammad Sarmad Ali, Meghana Kshirsagar, Enrique Naredo, Conor Ryan
2020	C	`conf`	GEMO: Grammatical Evolution Memory Optimization System. IJCCI Meghana Kshirsagar, Rushikesh Jachak, Purva Chaudhari, Conor Ryan
2020	—	`conf`	GETS: Grammatical Evolution based Optimization of Smoothing Parameters in Univariate Time Series Forecasting. ICAART (2) Conor Ryan, Meghana Kshirsagar, Purva Chaudhari, Rushikesh Jachak