Structure-function coupling in the human connectome: A machine learning approach

Autor: Sarwar, T., Tian, Y., Yeo, B.T.T., Ramamohanarao, K., Zalesky, A.

Publikováno v: In NeuroImage 1 February 2021 226

MurTree: Optimal Decision Trees via Dynamic Programming and Search

Autor: Demirović, E., Lukina, A., Hebrard, E., Jeffrey Chan, Bailey, J., Leckie, C., Ramamohanarao, K., Stuckey, P. J.

Publikováno v: Journal of Machine Learning Research
Journal of Machine Learning Research, 2022, 23 (26), pp.1-47
Scopus-Elsevier
Journal of Machine Learning Research, 23(26)

International audience; Decision tree learning is a widely used approach in machine learning, favoured in applications that require concise and interpretable models. Heuristic methods are traditionally used to quickly produce models with reasonably h

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::49251c1929a248b74b8f2560ff4632a8
https://hal.laas.fr/hal-03597741/file/20-520.pdf

Query-Aware Bayesian Committee Machine for Scalable Gaussian Process Regression

Autor: He, J., JIANZHONG QI, Ramamohanarao, K.

Publikováno v: Scopus-Elsevier

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d024ae7265555d23db0907464269ffba
https://doi.org/10.1137/1.9781611975673.24

Chapter 1 - Big Data Analytics = Machine Learning + Cloud Computing

Autor: Wu, C., Buyya, R., Ramamohanarao, K.

Publikováno v: In Big Data 2016:3-38

Mining Labelled Tensors by Discovering both their Common and Discriminative Subspaces

Autor: Liu, W., Jeffrey Chan, Bailey, J., Leckie, C., Ramamohanarao, K.

Publikováno v: Scopus-Elsevier

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::979aa8076cfaf9dc43af880477817bd2
https://doi.org/10.1137/1.9781611972832.68