Meghana Kshirsagar

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 24

Top Topics

Congestion Control

Test Case Selection

Digital Circuits

Top Venues

Publications

Vedant Rathi, Meghana Kshirsagar, Conor Ryan
Enhancing Portfolio Performance: A Random Forest Approach to Volatility Prediction and Optimization. ICAART (3) (2024)
Krishn Kumar Gupt, Meghana Kshirsagar, Douglas Mota Dias, Joseph P. Sullivan, Conor Ryan
A Novel ML-driven Test Case Selection Approach for Enhancing the Performance of Grammatical Evolution. CoRR (2023)
Gauri Vaidya, Meghana Kshirsagar, Conor Ryan
Grammatical Evolution-Driven Algorithm for Efficient and Automatic Hyperparameter Optimisation of Neural Networks. Algorithms 16 (7) (2023)
Muhammad Sarmad Ali, Meghana Kshirsagar, Enrique Naredo, Conor Ryan
Dynamic Grammar Pruning for Program Size Reduction in Symbolic Regression. SN Comput. Sci. 4 (4) (2023)
Yumnah Hasan, Aidan Murphy, Meghana Kshirsagar, Conor Ryan
A Convolutional Neural Network Based Patch Classifier Using Mammograms. ICAART (3) (2023)
Krishn Kumar Gupt, Meghana Kshirsagar, Douglas Mota Dias, Joseph P. Sullivan, Conor Ryan
Adaptive Case Selection for Symbolic Regression in Grammatical Evolution. IJCCI (2023)
Meghana Kshirsagar, Gauri Vaidya, Shravani Rajguru, Pruthviraj Jadhav, Hrushabh Kale, Nishanth Shanmugam, Conor Ryan, Vivek Kshirsagar
DECART: Planning for Decarbonising Transport Sector with Predictive Analytics - An Irish Case Study. SMARTGREENS (2022)
Meghana Kshirsagar, Tanishq More, Rutuja Lahoti, Shreya Adgaonkar, Shruti Jain, Conor Ryan
Rethinking Traffic Management with Congestion Pricing and Vehicular Routing for Sustainable and Clean Transport. ICAART (3) (2022)
Muhammad Sarmad Ali, Meghana Kshirsagar, Enrique Naredo, Conor Ryan
Automated grammar-based feature selection in symbolic regression. GECCO (2022)
Gauri Vaidya, Luise Ilg, Meghana Kshirsagar, Enrique Naredo, Conor Ryan
HyperEstimator: Evolving Computationally Efficient CNN Models with Grammatical Evolution. ICSBT (2022)
Krishn Kumar Gupt, Meghana Kshirsagar, Lukas Rosenbauer, Joseph P. Sullivan, Douglas Mota Dias, Conor Ryan
PreDive: preserving diversity in test cases for evolving digital circuits using grammatical evolution. GECCO Companion (2022)
Meghana Kshirsagar, Krishn Kumar Gupt, Gauri Vaidya, Conor Ryan, Joseph P. Sullivan, Vivek Kshirsagar
Insights Into Incorporating Trustworthiness and Ethics in AI Systems With Explainable AI. Int. J. Nat. Comput. Res. 11 (1) (2022)
Atif Rafiq, Enrique Naredo, Meghana Kshirsagar, Conor Ryan
On the effect of embedding hierarchy within multi-objective optimization for evolving symbolic regression models. GECCO Companion (2022)
Meghana Kshirsagar, Rutuja Lahoti, Tanishq More, Conor Ryan
GREECOPE: Green Computing with Piezoelectric Effect. SMARTGREENS (2021)
Conor Ryan, Meghana Kshirsagar, Krishn Kumar Gupt, Lukas Rosenbauer, Joseph P. Sullivan
Hierarchical Clustering Driven Test Case Selection in Digital Circuits. ICSOFT (2021)
Atif Rafiq, Enrique Naredo, Meghana Kshirsagar, Conor Ryan
Pyramid-Z: Evolving Hierarchical Specialists in Genetic Algorithms. IJCCI (2021)
Muhammad Sarmad Ali, Meghana Kshirsagar, Enrique Naredo, Conor Ryan
AutoGE: A Tool for Estimation of Grammatical Evolution Models. ICAART (2) (2021)
Vijay Sambhe, Shanmukha Rajesh, Enrique Naredo, Douglas Mota Dias, Meghana Kshirsagar, Conor Ryan
Multi-objective Classification and Feature Selection of Covid-19 Proteins Sequences using NSGA-II and MAP-Elites. ICAART (2) (2021)
Meghana Kshirsagar, Tanishq More, Rutuja Lahoti, Shreya Adgaonkar, Shruti Jain, Conor Ryan, Vivek Kshirsagar
GREE-COCO: Green Artificial Intelligence Powered Cost Pricing Models for Congestion Control. ICAART (2) (2021)
Muhammad Sarmad Ali, Meghana Kshirsagar, Enrique Naredo, Conor Ryan
Towards Automatic Grammatical Evolution for Real-world Symbolic Regression. IJCCI (2021)
Krishn Kumar Gupt, Meghana Kshirsagar, Joseph P. Sullivan, Conor Ryan
Automatic Test Case Generation for Vulnerability Analysis of Galois Field Arithmetic Circuits. CSP (2021)
Yao Yao, Meghana Kshirsagar, Gauri Vaidya, Jens Ducrée, Conor Ryan
Convergence of Blockchain, Autonomous Agents, and Knowledge Graph to Share Electronic Health Records. Frontiers Blockchain 4 (2021)
Conor Ryan, Meghana Kshirsagar, Purva Chaudhari, Rushikesh Jachak
GETS: Grammatical Evolution based Optimization of Smoothing Parameters in Univariate Time Series Forecasting. ICAART (2) (2020)
Meghana Kshirsagar, Rushikesh Jachak, Purva Chaudhari, Conor Ryan
GEMO: Grammatical Evolution Memory Optimization System. IJCCI (2020)