Genetic Programming Bibliography entries for Noman Javed

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GP coauthors/coeditors: Qadeer Ahmad, Atif Rafiq, Adil Raja, Laura Bartlett, Angelo Pirrone, Peter C R Lane, Fernand Gobet, Ambreen Hanif, Conor Ryan,

Genetic Programming Articles by Noman Javed

• Noman Javed and Fernand Gobet and Peter Lane. Simplification of genetic programs: a literature survey. Data Mining and Knowledge Discovery, 36(4):1279-1300, 2022. Special Issue on Explainable and Interpretable Machine Learning and Data Mining. details

Genetic Programming conference papers by Noman Javed

1. Angelo Pirrone and Peter C. R. Lane and Laura Bartlett and Noman Javed and Fernand Gobet. Heuristic search of heuristics. In Max Bramer and Frederic Stahl editors, Artificial Intelligence XL, volume 14381, pages 407-420, Cambridge, UK, 2023. Springer Nature. details

2. Peter Lane and Noman Javed and Angelo Pirrone and Laura Bartlett and Fernand Gobet. Evolving Time-Dependent Cognitive Models. In Berndt Mueller editor, AISB 2023 convention proceedings. The Society for the Study of Artificial Intelligence and Simulation Behaviour, pages 64-66, Swansea, UK, 2023. details

3. Laura K. Bartlett and Angelo Pirrone and Noman Javed and Peter C. R. Lane and Fernand Gobet. Genetic programming for developing simple cognitive models. In M. Goldwater and F. K. Anggoro and B. K. Hayes and D. C. Ong editors, Proceedings of the 45th Annual Meeting of the Cognitive Science Society, pages 2833-2839, Sydney, Australia, 2023. details

4. Noman Javed and Angelo Pirrone and Laura Bartlett and Peter Lane and Fernand Gobet. Trust in cognitive models: understandability and computational reliabilism. In Berndt Mueller editor, AISB 2023 convention proceedings. The Society for the Study of Artificial Intelligence and Simulation Behaviour, pages 43-50, Swansea, UK, 2023. details

5. Peter C. R. Lane and Laura K. Bartlett and Noman Javed and Angelo Pirrone and Fernand Gobet. Evolving understandable cognitive models. In T. C. Stewart editor, Proceedings of the 20th International Conference on Cognitive Modelling, pages 176-182, 2022. University Park, PA: Applied Cognitive Science Lab, Penn State. details

6. Noman Javed and Fernand R. Gobet. On-the-Fly Simplification of Genetic Programming Models. In Proceedings of the 36th Annual ACM Symposium on Applied Computing, SAC 2021, pages 464-471, Virtual Event, Republic of Korea, 2021. Association for Computing Machinery. details

7. Atif Rafiq and Noman Javed and Muhammad Adil Raja and Ambreen Hanif and Conor Ryan. Devising Technical Trading Rules for Pakistan Stock Exchange using Genetic Programming. In 2020 3rd International Conference on Intelligent Sustainable Systems (ICISS), pages 395-401, Thoothukudi, India, 2020. IEEE. details

8. Qadeer Ahmad and Atif Rafiq and Muhammad Adil Raja and Noman Javed. Evolving MIMO multi-layered artificial neural networks using grammatical evolution. In Chih-Cheng Hung and George A. Papadopoulos editors, Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, SAC 2019, pages 1278-1285, Limassol, Cyprus, 2019. ACM. details