Guidelines for Developing and Reporting Machine Learning Predictive Models in Biomedical Research: A Multidisciplinary View
Luo, Wei, Phung, Dinh, Tran, Truyen, Gupta, Sunil, Rana, Santu, Karmakar, Chandan, Shilton, Alistair, Yearwood, John, Dimitrova, Nevenka, Ho, Tu Bao, Venkatesh, Svetha, Berk, Michael
Published in Journal of medical Internet research (16.12.2016)
Published in Journal of medical Internet research (16.12.2016)
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Journal Article
Guidelines for Developing and Reporting Machine Learning Predictive Models in Biomedical Research: A Multidisciplinary View
Luo, Wei, Phung, Dinh, Tran, Truyen, Gupta, Sunil, Rana, Santu, Karmakar, Chandan, Shilton, Alistair, Yearwood, John, Dimitrova, Nevenka, Ho, Tu Bao, Venkatesh, Svetha, Berk, Michael
Published in Journal of medical Internet research (16.12.2016)
Published in Journal of medical Internet research (16.12.2016)
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Journal Article
Fairness improvement for black-box classifiers with Gaussian process
Nguyen, Dang, Gupta, Sunil, Rana, Santu, Shilton, Alistair, Venkatesh, Svetha
Published in Information sciences (01.10.2021)
Published in Information sciences (01.10.2021)
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Journal Article
Protein Topology Classification Using Two-Stage Support Vector Machines
Gubbi, Jayavardhana, Shilton, Alistair, Parker, Michael, Palaniswami, Marimuthu
Published in Genome Informatics (2006)
Published in Genome Informatics (2006)
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Journal Article
Detecting Selective Forwarding Attacks in Wireless Sensor Networks using Support Vector Machines
Kaplantzis, S., Shilton, A., Mani, N., Sekercioglu, Y.A.
Published in 2007 3rd International Conference on Intelligent Sensors, Sensor Networks and Information (01.01.2007)
Published in 2007 3rd International Conference on Intelligent Sensors, Sensor Networks and Information (01.01.2007)
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Conference Proceeding
Expected Hypervolume Improvement with Constraints
Abdolshah, Majid, Shilton, Alistair, Rana, Santu, Gupta, Sunil, Venkatesh, Svetha
Published in 2018 24th International Conference on Pattern Recognition (ICPR) (01.08.2018)
Published in 2018 24th International Conference on Pattern Recognition (ICPR) (01.08.2018)
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Conference Proceeding
Prediction of cystine connectivity using SVM
Jayavardhana Rama, G L, Shilton, Alistair P, Parker, Michael M, Palaniswami, Marimuthu
Published in Bioinformation (07.12.2005)
Published in Bioinformation (07.12.2005)
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Journal Article
Incremental training of support vector machines
Shilton, A., Palaniswami, M., Ralph, D., Ah Chung Tsoi
Published in IEEE transactions on neural networks (01.01.2005)
Published in IEEE transactions on neural networks (01.01.2005)
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Journal Article
A machine learning approach to k-step look-ahead prediction of gait variables from acceleration data
Lai, D.T.H., Shilton, A., Charry, E., Begg, R., Palaniswami, M.
Published in 2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (2009)
Published in 2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (2009)
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Conference Proceeding
Enhanced Bayesian Optimization via Preferential Modeling of Abstract Properties
AV, Arun Kumar, Shilton, Alistair, Gupta, Sunil, Rana, Santu, Greenhill, Stewart, Venkatesh, Svetha
Year of Publication 27.02.2024
Year of Publication 27.02.2024
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Journal Article
Bayesian Optimization for Categorical and Category-Specific Continuous Inputs
Nguyen, Dang, Gupta, Sunil, Rana, Santu, Shilton, Alistair, Venkatesh, Svetha
Year of Publication 27.11.2019
Year of Publication 27.11.2019
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Journal Article
BO-Muse: A human expert and AI teaming framework for accelerated experimental design
Gupta, Sunil, Shilton, Alistair, AV, Arun Kumar, Ryan, Shannon, Abdolshah, Majid, Le, Hung, Rana, Santu, Berk, Julian, Rashid, Mahad, Venkatesh, Svetha
Year of Publication 02.03.2023
Year of Publication 02.03.2023
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Journal Article