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ORCIDMeghana Kshirsagar 0002
Person information
- affiliation: University of Limerick, Ireland
- affiliation: Government College of Engineering Aurangabad, Department of Computer Science and Engineering, India
Other persons with the same name
- Meghana Kshirsagar — disambiguation page
- Meghana Kshirsagar 0001 — Memorial Sloan Kettering Cancer Center, New York, NY, USA (and 2 more)
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Journal Articles
- 2023
[j4]Gauri Vaidya
, Meghana Kshirsagar, Conor Ryan:
Grammatical Evolution-Driven Algorithm for Efficient and Automatic Hyperparameter Optimisation of Neural Networks. Algorithms 16(7): 319 (2023)- [j3]Muhammad Sarmad Ali, Meghana Kshirsagar, Enrique Naredo, Conor Ryan:
Dynamic Grammar Pruning for Program Size Reduction in Symbolic Regression. SN Comput. Sci. 4(4): 402 (2023) - 2022
- [j2]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): 1-23 (2022) - 2021
- [j1]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: 661238 (2021)
Conference and Workshop Papers
- 2024
- [c25]Vedant Rathi, Meghana Kshirsagar, Conor Ryan:
Enhancing Portfolio Performance: A Random Forest Approach to Volatility Prediction and Optimization. ICAART (3) 2024: 1278-1285 - 2023
- [c24]Yumnah Hasan, Aidan Murphy, Meghana Kshirsagar, Conor Ryan:
A Convolutional Neural Network Based Patch Classifier Using Mammograms. ICAART (3) 2023: 869-876 - [c23]Krishn Kumar Gupt, Meghana Kshirsagar, Douglas Mota Dias, Joseph P. Sullivan, Conor Ryan:
Adaptive Case Selection for Symbolic Regression in Grammatical Evolution. IJCCI 2023: 195-205 - 2022
- [c22]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: 594-597 - [c21]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: 719-722 - [c20]Muhammad Sarmad Ali, Meghana Kshirsagar, Enrique Naredo, Conor Ryan:
Automated grammar-based feature selection in symbolic regression. GECCO 2022: 902-910 - [c19]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: 420-427 - [c18]Gauri Vaidya, Luise Ilg, Meghana Kshirsagar, Enrique Naredo, Conor Ryan:
HyperEstimator: Evolving Computationally Efficient CNN Models with Grammatical Evolution. ICSBT 2022: 57-68 - [c17]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: 157-164 - 2021
- [c16]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: 916-923 - [c15]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: 1241-1248 - [c14]Muhammad Sarmad Ali, Meghana Kshirsagar, Enrique Naredo, Conor Ryan:
AutoGE: A Tool for Estimation of Grammatical Evolution Models. ICAART (2) 2021: 1274-1281 - [c13]Krishn Kumar Gupt, Meghana Kshirsagar, Joseph P. Sullivan, Conor Ryan:
Automatic Test Case Generation for Vulnerability Analysis of Galois Field Arithmetic Circuits. CSP 2021: 32-37 - [c12]Conor Ryan, Meghana Kshirsagar, Krishn Kumar Gupt, Lukas Rosenbauer, Joseph P. Sullivan:
Hierarchical Clustering Driven Test Case Selection in Digital Circuits. ICSOFT 2021: 589-596 - [c11]Atif Rafiq, Enrique Naredo, Meghana Kshirsagar, Conor Ryan:
Pyramid-Z: Evolving Hierarchical Specialists in Genetic Algorithms. IJCCI 2021: 49-58 - [c10]Muhammad Sarmad Ali, Meghana Kshirsagar, Enrique Naredo, Conor Ryan:
Towards Automatic Grammatical Evolution for Real-world Symbolic Regression. IJCCI 2021: 68-78 - [c9]Meghana Kshirsagar, Rutuja Lahoti, Tanishq More, Conor Ryan:
GREECOPE: Green Computing with Piezoelectric Effect. SMARTGREENS 2021: 164-171 - 2020
- [c8]Conor Ryan, Meghana Kshirsagar, Purva Chaudhari, Rushikesh Jachak:
GETS: Grammatical Evolution based Optimization of Smoothing Parameters in Univariate Time Series Forecasting. ICAART (2) 2020: 595-602 - [c7]Meghana Kshirsagar, Rushikesh Jachak, Purva Chaudhari, Conor Ryan:
GEMO: Grammatical Evolution Memory Optimization System. IJCCI 2020: 184-191 - 2018
- [c6]Diksha Banswal, Meghana Nagori, Vivek Kshirsagar:
Generating Homograph Models in Topic Modeling for Expediting User's Model Selection. ICCCNT 2018: 1-6 - [c5]Vaidehi Anil Chaudhari, Vivek Kshirsagar, Meghana Nagori:
Integrating Sentiment Analysis and User Descriptors with Ratings in Sightseer Recommender System. ICCCNT 2018: 1-7 - [c4]Arvind Gopal Ghodse, Vivek Kshirsagar, Meghana Nagori:
Pattern Based Smart Notification in Education. ICCCNT 2018: 1-6 - [c3]Anjum Mirza, Meghana Nagori, Vivek Kshirsagar:
Constructing Knowledge Graph by Extracting Correlations from Wikipedia Corpus for Optimizing Web Information Retrieval. ICCCNT 2018: 1-7 - [c2]Sheetal D. Patil, Vivek Kshirsagar, Meghana Nagori:
Fetching Relevant Images and Videos in Keyword Based Search Mechanism with Hypergraph Learning and Similarity Matching. ICCCNT 2018: 1-6 - 2011
- [c1]Shilpa A. Sanap, Meghana Nagori, Vivek Kshirsagar:
Classification of Anemia Using Data Mining Techniques. SEMCCO (2) 2011: 113-121
Informal and Other Publications
- 2023
- [i1]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 abs/2312.14321 (2023)
Coauthor Index
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