Ali Faisal (PhD)
Ali Faisal (PhD)
Data science lead, Coca Cola, UK
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Citado por
Citado por
Integrative analysis of microRNA, mRNA and aCGH data reveals asbestos‐and histology‐related changes in lung cancer
P Nymark, M Guled, I Borze, A Faisal, L Lahti, K Salmenkivi, E Kettunen, ...
Genes, Chromosomes and Cancer, 2011
Probabilistic retrieval and visualization of biologically relevant microarray experiments
SK J. Caldas, N. Gehlenborg, A. Faisal, A. Brazma
Bioinformatics 25 (12), i145-i153, 2009
Inferring species interaction networks from species abundance data: A comparative evaluation of various statistical and machine learning methods
A Faisal, F Dondelinger, D Husmeier, CM Beale
Ecological Informatics 5 (6), 451-464, 2010
Comprehensive data-driven analysis of the impact of chemoinformatic structure on the genome-wide biological response profiles of cancer cells to 1159 drugs
SA Khan, A Faisal, JP Mpindi, JA Parkkinen, T Kalliokoski, A Poso, ...
BMC Bioinformatics (Arxiv preprint arXiv:1112.6015), 2011
Establishing video game genres using data-driven modeling and product databases
A Faisal, M Peltoniemi
Games and Culture 13 (1), 20-43, 2018
Transfer learning using a nonparametric sparse topic model
A Faisal, J Gillberg, G Leen, J Peltonen
Neurocomputing 112, 124-137, 2013
Data-Driven Information Retrieval in Heterogeneous Collections of Transcriptomics Data Links SIM2s to Malignant Pleural Mesothelioma
J Caldas, N Gehlenborg, E Kettunen, A Faisal, M Rönty, AG Nicholson, ...
Bioinformatics, 2011
Reconstructing meaning from bits of information
SL Kivisaari, M van Vliet, A Hultén, T Lindh-Knuutila, A Faisal, R Salmelin
Nature communications 10 (1), 1-11, 2019
Sparse Nonparametric Topic Model for Transfer Learning
A Faisal, J Gillberg, J Peltonen, G Leen, S Kaski
European Symposium on Artificial Neural Networks, Computational Intelligence …, 2012
Toward computational cumulative biology by combining models of biological datasets
A Faisal, J Peltonen, E Georgii, J Rung, S Kaski
PLoS ONE 9 (11), e113053, 2014
Kernel convolution model for decoding sounds from time-varying neural responses
A Faisal, A Nora, J Seol, H Renvall, R Salmelin
2015 International Workshop on Pattern Recognition in NeuroImaging, 49-52, 2015
Systematic Use of Computational Methods Allows Stratifying Treatment Responders in Glioblastoma Multiforme
R Louhimo, V Aittomäki, A Faisal, M Laakso, P Chen, K Ovaska, E Valo, ...
Critical Assessment of Massive Data Analysis, 2011
Dynamic time-locking mechanism in the cortical representation of spoken words
A Nora, A Faisal, J Seol, H Renvall, E Formisano, R Salmelin
Eneuro 7 (4), 2020
Cracking the problem of neural representations of abstract words: grounding word meanings in language itself
A Hultén, M van Vliet, L Lammi, S Kivisaari, T Lindh-Knuutila, A Faisal, ...
bioRxiv, 391052, 2018
Biomarker discovery via dependency analysis of multi-view functional genomics data
A Faisal, R Louhimo, L Lahti, S Hautaniemi, S Kaski
NIPS 2011 Workshop: From Statistical Genetics to Predictive Models in …, 2011
Toward computational cumulative biology by combining models of biological datasets
J Peltonen, A Faisal, E Georgii, J Rung, S Kaski
Workshop on Machine Learning in Computational Biology, Neural Information …, 2014
Retrieval of Gene Expression Measurements with Probabilistic Models
A Faisal
Aalto University, 2014
Analysis of temozolomide treated glioblastoma multiforme patients
R Louhimo, V Aittomaki, A Faisal, M Laakso, P Chen, K Ovaska, E Valo, ...
P Bourne, L Hunter, R Murphy, OD Sean, Y Moreau, N Beerenwinkel, ...
Asbestos-and histology-related microRNAs in lung cancer
P Nymark, M Guled, FI Borze, A Faisal, L Lahti, K Salmenkivi, E Kettunen, ...
Virchows Archiv 459 (Suppl. 1), S133-S134, 2011
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Artículos 1–20