| 2023 |
Muhammad Sarmad Ali, Meghana Kshirsagar, Enrique Naredo & Conor Ryan |
Dynamic Grammar Pruning for Program Size Reduction in Symbolic Regression |
https://doi.org/10.1007/s42979-023-01840-y |
| 2023 |
Yumnah Hasan, Aidan Murphy, Meghana Kshirsagar and Conor Ryan |
A Convolutional Neural Network Based Patch Classifier Using Mammograms |
https://www.scitepress.org/Papers/2023/117908/117908.pdf |
| 2023 |
Yumnah Hasan, Fatemeh Amerehi, Patrick Healy and Conor Ryan |
STEM Rebalance: A Novel Approach for Tackling Imbalanced Datasets using SMOTE, Edited Nearest Neighbour, and Mixup |
https://doi.org/10.48550/arXiv.2311.07504 |
| 2023 |
Krishn Kumar Gupt; Meghana Kshirsagar; Douglas Dias; Joseph Sullivan and Conor Ryan |
Adaptive Case Selection for Symbolic Regression in Grammatical Evolution |
https://dx.doi.org/10.5220/0012175900003595 |
| 2023 |
Bilal Majeed, Conor Ryan, Jack McEllin, Ayman Youssef, Douglas Mota Dias, Aidan Murphy, Samuel Carvalho |
Evolving Behavioural Level Sequence Detectors in SystemVerilog Using Grammatical Evolution |
https://doi.org/10.5220/0011689100003393 |
| 2023 |
Bilal Majeed, Samuel Carvalho, Douglas Mota Dias, Ayman Youssef, Aidan Murphy, Conor Ryan |
Performance Upgrade of Sequence Detector Evolution Using Grammatical Evolution and Lexicase Parent Selection Method |
https://doi.org/10.1007/978-3-031-44355-8_7 |
| 2023 |
Mahsa Mahdinejad, Aidan Murphy, Michael Tetteh, Allan de Lima, Patrick Healy, Conor Ryan |
Grammar-Guided Evolution of the U-Net |
10.1007/978-3-031-30229-9_43 |
| 2023 |
Allan de Lima, Samuel Carvalho, Douglas Mota Dias, Joseph Sullivan, Conor Ryan |
Leap Mapping: Improving Grammatical Evolution for Modularity Problems |
10.1145/3583133.3590680 |
| 2023 |
Aidan Murphy, Allan de Lima, Douglas Mota Dias, Conor Ryan |
Error and Correlation as fitness functions for Scaled Symbolic Regression in Grammatical Evolution |
10.1145/3583133.3590709 |
| 2023 |
Michael Tetteh, Allan de Lima, Jack McEllin, Aidan Murphy, Douglas Mota Dias, Conor Ryan |
Evolving Multi-Output Digital Circuits Using Multi-Genome Grammatical Evolution |
10.3390/a16080365 |
| 2023 |
Allan de Lima, Samuel Carvalho, Douglas Mota Dias, Joseph Sullivan, Conor Ryan |
On Switching Selection Methods to Increase Parsimony Pressure |
10.5220/0012188900003595 |
| 2023 |
Meghana Kshirsagar, Gauri Vaidya, Yao Yao, Smita Kasar, Conor Ryan |
SENSIBLE: SEquestered aNd SynergIstic BLockchain Ecosystem |
https://doi.org/10.1002/eng2.12586 |
| 2023 |
Gauri Vaidya, Meghana Kshirsagar, Conor Ryan |
Grammatical Evolution-Driven Algorithm for Efficient and Automatic Hyperparameter Optimisation of Neural Networks |
https://doi.org/10.3390/a16070319 |
| 2023 |
Meghana Kshirsagar, Gauri Vaidya. |
Comparative analysis of annotation tools in grouping cell types from single cell RNA sequencing data |
https://doi.org/10.7490/f1000research.1119684.1 |
| 2023 |
Meghana Kshirsagar, Gauri Vaidya, Yang Ye, Michael Lynch, Conor Ryan |
scMarkerBase : Unleashing the power of single cell and knowledge graphs in differential expression profiling from single cell RNA transcriptomic data |
https://doi.org/10.7490/f1000research.1119685.1 |
| 2023 |
Yao Yao, Meghana Kshirsagar, Gauri Vaidya, Junying Liu, Yongliang Zhang, Conor Ryan |
Blockchain-based knowledge graph for high-impact scientific collaboration networks |
10.1049/PBSE019E_ch7 |
| 2022 |
de Lima, A.; Carvalho, S.; Dias, D. M.; Naredo, E.; Sullivan, J.; Ryan, C. |
Lexi²: Lexicase Selection with Lexicographic Parsimony Pressure |
https://doi.org/10.1145/3512290.3528803 |
| 2022 |
Kshirsagar, M.; Vaidya, G.; Rajguru, S.; Jadhav, P.; Kale, H.; Shanmugam, N.; Ryan, C. and Kshirsagar, V |
'DECART: Planning for Decarbonising Transport Sector with Predictive Analytics: An Irish case study'' |
https://www.scitepress.org/Papers/2022/110871/ |
| 2022 |
Atif Rafiq, Enrique Naredo, Meghana Kshirsagar, Conor Ryan |
On the Effect of Embedding Hierarchy within Multi-Objective Optimization for Evolving Symbolic Regression Models |
https://dl.acm.org/doi/10.1145/3520304.3528808 |
| 2022 |
Bilal Majeed, Conor Ryan, Jack McEllin, Ayman Youssef, Douglas Dias, Aidan Murphy and Samuel Carvalho |
Evolving Behavioural Level Sequence Detectors in SystemVerilog Using Grammatical Evolution |
https://doi.org/10.5220/0011689100003393 |
| 2022 |
Mahsa Mahdinejad, Aidan Murphy, Patrick Healy,and Conor Ryan |
Optimising Evolution of SA-UNet for Iris Segmentation |
https://doi.org/10.5220/0011798600003393 |
| 2022 |
Mahsa Mahdinejad, Aidan Murphy, Michael Tetteh, Allan Allan de Lima,Patrick Healy,and Conor Ryan |
Grammar-Guided Evolution of the U-Net |
https://doi.org/10.1007/978-3-031-30229-9_43 |
| 2022 |
Krishn Kumar Gupt, Muhammed Adil Raja, Aidan Murphy, Ayman Youssef, Conor Ryan |
GELAB - The cutting edge of Grammatical Evolution |
https://ieeexplore.ieee.org/document/9751757 |
| 2022 |
de Lima, A.; Carvalho, S.; Dias, D. M.; Naredo, E.; Sullivan, J.; Ryan, C. |
GRAPE: Grammatical Algorithms in Python for Evolution |
https://www.mdpi.com/2624-6120/3/3/39 |
| 2022 |
Yao Yao, Meghana Kshirsagar, Gauri Vaidya, Junying Liu, Yongliang Zhang, Conor Ryan |
Blockchain-based Knowledge Graph for High-impact Scientific Collaboration Networks |
https://doi.org/10.1049/PBSE019E_ch7 |
| 2021 |
Senthil, Enrique, Conor, Flaviano, James Patten |
A Hierarchical Probabilistic Divergent Search applied to a Binary Classification |
https:/doi.org/10.5220/0010841900003116 |
| 2021 |
Muhammad Sarmad Ali, Meghana Kshirsagar, Enrique Naredo, Conor Ryan |
Towards Automatic Grammatical Evolution for Real-World Symbolic Regression |
https://doi.org/10.5220/0010691500003063 |
| 2021 |
Muhammad Sheraz Anjum, Conor Ryan |
Seeding Grammars in Grammatical Evolution to Improve Search‑Based Software Testing |
https://doi.org/10.1007/s42979-021-00631-7 |
| 2021 |
Yao Yao, Meghana Kshirsagar, Gauri Vaidya, Conor Ryan |
Using a bio-inspired model to facilitate the ecosystem of data sharing in smart healthcare |
https://arxiv.org/abs/2106.11804 |
| 2021 |
Michael Tetteh, Douglas Mota Dias, Conor Ryan |
Evolution of Complex Combinational Logic Circuits Using Grammatical Evolution with SystemVerilog |
https://doi.org/10.1007/978-3-030-72812-0_10 |
| 2021 |
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 |
https:/doi.org/10.5220/0010830300003116 |
| 2021 |
Conor Ryan,Meghana Kshirsagar,Krishn Kumar Gupt,Lucas Rosenbauer,Joe Sullivan |
Hierarchical Clustering Driven Test Case Selection in Digital Circuits |
https://doi.org/10.5220/0010605805890596 |
| 2021 |
Meghana Kshirsagar,Tanishq More,Rutuja Lahoti,Conor Ryan |
GREECOPE: Green Computing with Piezoelectric Effect |
https://doi.org/10.5220/0010445801640171 |
| 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 |
https://doi.org/10.5220/0010261209160923 |
| 2021 |
Muhammad Sarmad Ali, Meghana Kshirsagar, Enrique Naredo, Conor Ryan |
AutoGE: A Tool for Estimation of Grammatical Evolution Models |
https://doi.org/10.5220/0010393012741281 |
| 2021 |
Vijay Sambhe, Shanmukh Rajesh, Enrique Naredo, Douglas Dias, Meghana Kshirsagar, and Conor Ryan |
Multi-objective Classification and Feature Selection of Covid-19 Proteins Sequences using NSGA-II and MAP-Elites |
https://doi.org/10.5220/0010388512411248 |
| 2021 |
Krishn Kumar Gupt; Meghana Kshirsagar; Joseph P. Sullivan; Conor Ryan |
Automatic Test Case Generation for Vulnerability Analysis of Galois Field Arithmetic Circuits |
https://doi.org/10.1109/CSP51677.2021.9357567 |
| 2021 |
Krishn Kumar Gupt; Meghana Kshirsagar; Joseph P. Sullivan; Conor Ryan |
Automatic Test Case Generation for Prime Field Elliptic Curve Cryptographic Circuits |
https://doi.org/10.1109/CSPA52141.2021.9377300 |
| 2021 |
Samuel Carvalho, Joe Sullivan, Douglas Mota Dias, Enrique Naredo, Conor Ryan |
Using grammatical evolution for modelling energy consumption on a computer numerical control machine |
https://doi.org/10.1145/3449726.3463185 |
| 2021 |
A Youssef, KK Gupt, MA Raja, A Murphy, C Ryan |
Evolutionary Computing based Analysis of Diversity in Grammatical Evolution |
https://doi.org/10.1109/ICAIS50930.2021.9395792 |
| 2021 |
A Murphy, A Youssef, KK Gupt, MA Raja, C Ryan |
Time is On The Side of Grammatical Evolution |
https://doi.org/10.1109/ICCCI50826.2021.9402392 |
| 2021 |
Ayman youssef, Bilal Majeed, C Ryan |
Optimizing combinational logic circuits usingGrammatical Evolution |
https://doi.org/10.1109/NILES53778.2021.9600092 |
| 2021 |
Aidan, Gráinne, Jorge, Douglas, Enrique, Conor |
Towards incorporating Human Knowledge in Fuzzy Pattern Tree Evolution |
https://doi.org/10.1007/978-3-030-72812-0_5 |
| 2021 |
Atif, Enrique, Meghana, Conor |
Pyramid-Z: Evolving Hierarchical Specialists in Genetic Algorithms |
https://doi.org/10.5220/0010657400003063 |
| 2021 |
Houreh, Y., Mahdinejad, M., Naredo, E., Mota-Dias, D., Ryan, C. |
HNAS: Hyper Neural Architecture Search for Image Segmentation |
https://doi.org/10.5220/0010260902460256 |
| 2021 |
Aidan, Gráinne, Jorge, Douglas, Enrique, Conor |
Human in the Loop Fuzzy Pattern Tree Evolution |
https://doi.org/10.1007/s42979-022-01044-w |
| 2021 |
Enrique Naredo, Yassir Houreh, Vijay Sambhe, Douglas Mota Dias, Conor Ryan, Mahsa Mahdinejad and Patrick Healy |
HNAS-Serving: Deep Learning Serving using an Evolutionary Neural Architecture Search |
https:doi.org/10.5220/0010260902460256 |
| 2021 |
Yao Yao, Meghana Kshirsagar, Gauri Vaidya, Jens Ducrée, Conor Ryan |
Convergence of Blockchain, Autonomous Agents, and Knowledge Graph to Share Electronic Health Records |
https://doi.org/10.3389/fbloc.2021.661238 |
| 2021 |
Meghana Kshirsagar, Gauri Vaidya, Conor Ryan |
Design of cryptographically secure pseudo random number generator with Grammatical Evolution |
https://doi.org/10.1038/s41598-022-11613-x |
| 2021 |
Meghana Kshirsagar,Krishn Kumar Gupt,Gauri Vaidya,Joe Sullivan,Conor Ryan,Vivek Kshirsagar |
Insights into Incorporating Trustworthiness and Ethics in AI Systems with Explainable AI |
https:/doi.org/10.4018/IJNCR.310006 |
| 2021 |
A Hamdy, A Youssef, C Ryan |
Arabic Hands-on Analysis, Clustering and Classification of Large Arabic Twitter Data set on Covid-19. |
https:doi.org/10.5013/IJSSST.a.22.01.06 |
| 2021 |
Michael Tetteh, Douglas Mota Dias, Conor Ryan |
Grammatical Evolution of Complex Digital Circuits in SystemVerilog |
https://doi.org/10.1007/s42979-022-01045-9 |