Ali Faisal

Ali Faisal

Doctor of Science (Technology)

Contact information

Full researcher profile
https://research.aalto.fi/...

Areas of expertise

Statistical Machine Learning Computational neuroscience Bioinformatics Information retrieval Collaborative filtering Bayesian modeling Data Science

Publications

Department of Neuroscience and Biomedical Engineering

Reconstructing meaning from bits of information

Publishing year: 2019 Nature Communications
Department of Computer Science, Department of Neuroscience and Biomedical Engineering, Tietojenkäsittelytieteen laito, Department of Industrial Engineering and Management, Helsinki Insititute for Information Technology HIIT

Establishing Video Game Genres Using Data-Driven Modeling and Product Databases

Publishing year: 2018 GAMES AND CULTURE: A JOURNAL OF INTERACTIVE MEDIA
Department of Neuroscience and Biomedical Engineering

Kernel convolution model for decoding sounds from time-varying neural responses

Publishing year: 2015 IEEE International Workshop on Pattern Recognition in NeuroImaging (PRNI), Stanford, CA, 10-12 June 2015
Tietojenkäsittelytieteen laito

Retrieval of Gene Expression Measurements with Probabilistic Models

Publishing year: 2014
Helsinki Insititute for Information Technology HIIT, Tietojenkäsittelytieteen laito

Toward Computational Cumulative Biology by Combining Models of Biological Datasets

Publishing year: 2014 PloS one
Helsinki Insititute for Information Technology HIIT, Tietojenkäsittelytieteen laito

Transfer learning using a nonparametric sparse topic model

Publishing year: 2013 Neurocomputing
Tietojenkäsittelytieteen laito, Department of Computer Science, Helsinki Institute for Information Technology HIIT

Systematic use of computational methods allows stratification of treatment responders in glioblastoma multiforme

Publishing year: 2013 Systems Biomedicine
Helsinki Insititute for Information Technology HIIT, Tietojenkäsittelytieteen laito

Data-Driven Information Retrieval in Heterogeneous Collections of Transcriptomics Data Links SIM2s to Malignant Pleural Mesothelioma

Publishing year: 2012 Bioinformatics
Helsinki Insititute for Information Technology HIIT

Sparse Nonparametric Topic Model for Transfer Learning

Publishing year: 2012 ESANN 20th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning ESANN, Bruges, Belgium, April 25-27, 2012
Helsinki Insititute for Information Technology HIIT, Tietojenkäsittelytieteen laito

Comprehensive data-driven analysis of the impact of chemoinformatic structure on the genome-wide biological response profiles of cancer cells to 1159 drugs

Publishing year: 2012 BMC Bioinformatics