By Dr Michael Bain

Journal articles

Yang W; Some L; Bain M; Kang B, 2025, 'A comprehensive survey on integrating large language models with knowledge-based methods', Knowledge Based Systems, 318, http://dx.doi.org/10.1016/j.knosys.2025.113503

Baskar A; Srinivasan A; Bain M; Coiera E, 2025, 'A model for intelligible interaction between agents that predict and explain', Machine Learning, 114, http://dx.doi.org/10.1007/s10994-025-06750-z

Krzywicki A; Bain M; Wobcke W, 2025, 'Editorial: Natural language processing for recommender systems', Frontiers in Big Data, 8, http://dx.doi.org/10.3389/fdata.2025.1573072

Bain M; McCay A, 2024, 'The neural democratisation of AI', AI and Society, 39, pp. 2589 - 2591, http://dx.doi.org/10.1007/s00146-023-01706-0

Guan C; Suryanto H; Mahidadia A; Bain M; Compton P, 2023, 'Responsible Credit Risk Assessment with Machine Learning and Knowledge Acquisition', Human Centric Intelligent Systems, 3, pp. 232 - 243, http://dx.doi.org/10.1007/s44230-023-00035-1

Srinivasan A; Bain M; Baskar A, 2022, 'Learning explanations for biological feedback with delays using an event calculus', Machine Learning, 111, pp. 2435 - 2487, http://dx.doi.org/10.1007/s10994-021-06038-y

Bai Y; Bain M, 2022, 'Optimizing weighted lazy learning and Naive Bayes classification using differential evolution algorithm', Journal of Ambient Intelligence and Humanized Computing, 13, pp. 3005 - 3024, http://dx.doi.org/10.1007/s12652-021-03135-7

Suryanto H; Mahidadia A; Bain M; Guan C; Guan A, 2022, 'Credit Risk Modeling Using Transfer Learning and Domain Adaptation', Frontiers in Artificial Intelligence, 5, http://dx.doi.org/10.3389/frai.2022.868232

Page J; Mukhlish F; Bain M, 2022, 'Ensuring the Alignment of Genetic/Epigenetic Designed Swarms.', Mathematical Machines and Systems. 2022 #1, 1, pp. 3 - 11, http://dx.doi.org/10.34121/1028-9763-2022-1-3-11

Lock O; Bain M; Pettit C, 2021, 'Towards the collaborative development of machine learning techniques in planning support systems – a Sydney example', Environment and Planning B Urban Analytics and City Science, 48, pp. 484 - 502, http://dx.doi.org/10.1177/2399808320939974

Mukhlish F; Page J; Bain M, 2020, 'Reward-based epigenetic learning algorithm for a decentralised multi-agent system', International Journal of Intelligent Unmanned Systems, 8, pp. 201 - 224, http://dx.doi.org/10.1108/IJIUS-12-2018-0036

Srinivasan A; Vig L; Bain M, 2019, 'Logical explanations for deep relational machines using relevance information', Journal of Machine Learning Research, 20

Mukhlish F; Page J; Bain M, 2019, 'TEKNOLOGI ROBOT KAWANAN (SWARM ROBOTICS) UNTUK MISI PENCARIAN DAN PERTOLONGAN DI INDONESIA', Seminar Nasional Kontrol Instrumentasi dan Otomasi (SNIKO) 2015, pp. 159 - 166, http://dx.doi.org/10.5614/sniko.2018.47

Mukhlish F; Page J; Bain M, 2018, 'Evolutionary-learning framework: improving automatic swarm robotics design', International Journal of Intelligent Unmanned Systems, 6, pp. 197 - 215, http://dx.doi.org/10.1108/IJIUS-06-2018-0016

Bain M; Srinivasan A, 2018, 'Identification of biological transition systems using meta-interpreted logic programs', Machine Learning, 107, pp. 1171 - 1206, http://dx.doi.org/10.1007/s10994-018-5709-1

Heap B; Bain M; Wobcke W; Krzywicki A; Schmeidl S, 2017, 'Word Vector Enrichment of Low Frequency Words in the Bag-of-Words Model for Short Text Multi-class Classification Problems.', CoRR, abs/1709.05778

Krzywicki A; Wobcke W; Bain M; Calvo Martinez J; Compton P, 2016, 'Data mining for building knowledge bases: Techniques, architectures and applications', Knowledge Engineering Review, 31, pp. 97 - 123, http://dx.doi.org/10.1017/S0269888916000047

wobcke W; Krzywicki A; Kim Y; Cai X; Bain M; Compton P; Mahidadia A, 2015, 'A Deployed People-to-People Recommender System in Online Dating', AI Magazine, 36, http://dx.doi.org/10.1609/aimag.v36i3.2599

Masson B; Bain M; Page J, 2015, 'Large Aircraft Engine-Out Takeoff Path Optimization', Journal of Aerospace Operations

Krzywicki A; Wobcke W; Kim YS; Cai X; Bain M; Mahidadia A; Compton P, 2015, 'Collaborative Filtering for people-to-people recommendation in online dating: Data analysis and user trial', International Journal of Human-Computer Studies, 76, pp. 50 - 66, http://dx.doi.org/10.1016/j.ijhcs.2014.12.003

Akand E; Bain M; Temple M, 2010, 'Learning with gene ontology annotation using feature selection and construction', Applied Artificial Intelligence, 24, pp. 5 - 38, http://dx.doi.org/10.1080/08839510903448627

Kadupitige ; Leung KC; Sellmeier J; Sivieng J; Catchpoole DR; Bain ME; Gaeta BA, 2009, 'MINER: exploratory analysis of gene interaction networks by machine learning from expression data', BMC Genomics, 10 Suppl 3, pp. S17, http://dx.doi.org/10.1186/1471-2164-10-S3-S17

Gaeta BA; Malming H; Jackson KJ; Bain ME; Wilson PD; Collins AM, 2007, 'iHMMune-align: hidden Markov model-based alignment and identification of germline genes in rearranged immunoglobulin gene sequences', Bioinformatics, 23, pp. 1580 - 1587

Lee CE; Gaeta BA; Malming H; Bain ME; Sewell WA; Collins AM, 2006, 'Reconsidering the human immunoglobulin heavy-chain locus: 1. An evaluation of the expressed human IGHD gene repertoire', Immunogenetics, 57, pp. 917 - 925

Srinivasan A; King R; Bain ME, 2003, 'An Empirical Study of the use of Relevance Information in Inductive Logic Programming', Journal of Machine Learning Research, 4, pp. 369 - 383

Bain ME; Furukawa K; Ueno K, 2001, 'Motor Skill as Dynamic Constraint Satisfaction', Electronic Transactions on Artificial Intelligence, pp. 79 - 92

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