Ali Faisal

According to our database, Ali Faisal authored at least 10 papers between 2009 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Conditional Pavement Crack Data Generation for Selective Data Augmentation Using GANs.

Afshin Shahrestani, Ali Faisal, Suliman Gargoum

IEEE Trans. Intell. Transp. Syst., November, 2025

2018

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

Ali Faisal, Mirva Peltoniemi

Games Cult., 2018

2015

Kernel Convolution Model for Decoding Sounds from Time-Varying Neural Responses.

Ali Faisal, Anni Nora, Jaeho Seol, Hanna Renvall, Riitta Salmelin

Proceedings of the 2015 International Workshop on Pattern Recognition in NeuroImaging, 2015

2014

Retrieval of Gene Expression Measurements with Probabilistic Models.

Ali Faisal

PhD thesis, 2014

2013

Transfer learning using a nonparametric sparse topic model.

Ali Faisal, Jussi Gillberg, Gayle Leen, Jaakko Peltonen

Neurocomputing, 2013

2012

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

Suleiman A. Khan, Ali Faisal, John Mpindi, Juuso A. Parkkinen, Tuomo Kalliokoski, Antti Poso, Olli-P. Kallioniemi, Krister Wennerberg, Samuel Kaski

BMC Bioinform., 2012

Data-driven information retrieval in heterogeneous collections of transcriptomics data links <i>SIM2s</i> to malignant pleural mesothelioma.

José Caldas, Nils Gehlenborg, Eeva Kettunen, Ali Faisal, Mikko Rönty, Andrew G. Nicholson, Sakari Knuutila, Alvis Brazma, Samuel Kaski

Bioinform., 2012

Sparse Nonparametric Topic Model for Transfer Learning.

Ali Faisal, Jussi Gillberg, Jaakko Peltonen, Gayle Leen, Samuel Kaski

Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012

2010

Inferring species interaction networks from species abundance data: A comparative evaluation of various statistical and machine learning methods.

Ali Faisal, Frank Dondelinger, Dirk Husmeier, Colin M. Beale

Ecol. Informatics, 2010

2009

Probabilistic retrieval and visualization of biologically relevant microarray experiments.

José Caldas, Nils Gehlenborg, Ali Faisal, Alvis Brazma, Samuel Kaski

BMC Bioinform., 2009