Fazel Famili

According to our database, Fazel Famili authored at least 49 papers between 1990 and 2016.

Collaborative distances:

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

2016

Detection of Airborne Collision-Course Targets for Sense and Avoid on Unmanned Aircraft Systems Using Machine Vision Techniques.

Cyrus Minwalla, Dan Tulpan, Nabil Belacel, Fazel Famili, Kristopher Ellis

Unmanned Syst., 2016

2014

Feature selection for high-dimensional class-imbalanced data sets using Support Vector Machines.

Sebastián Maldonado, Richard Weber, Fazel Famili

Inf. Sci., 2014

Subspace Clustering of DNA Microarray Data: Theory, Evaluation, and Applications.

Alain B. Tchagang, Fazel Famili, Youlian Pan

Int. J. Comput. Model. Algorithms Medicine, 2014

Searching for Patterns in Imbalanced Data - Methods and Alternatives with Case Studies in Life Sciences.

A. Fazel Famili

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2014

2013

A generic model of transcriptional regulatory networks: Application to plants under abiotic stress.

Alain B. Tchagang, Sieu Phan, Fazel Famili, Youlian Pan, Adrian Cutler, Jitao Zou

Proceedings of the 2013 IEEE International Workshop on Genomic Signal Processing and Statistics, 2013

2012

Mining biological information from 3D short time-series gene expression data: the OPTricluster algorithm.

Alain B. Tchagang, Sieu Phan, Fazel Famili, Heather Shearer, Pierre R. Fobert, Yi Huang, Jitao Zou, Daiqing Huang, Adrian Cutler, Ziying Liu, Youlian Pan

BMC Bioinform., 2012

2011

Future trends in business analytics and optimization.

Donald E. Brown, Fazel Famili, Gerhard Paass, Kate Smith-Miles, Lyn C. Thomas, Richard Weber, Ricardo Baeza-Yates, Cristián Bravo, Gaston L'Huillier, Sebastián Maldonado

Intell. Data Anal., 2011

Biclustering of DNA Microarray Data: Theory, Evaluation, and Applications.

Alain B. Tchagang, Youlian Pan, Fazel Famili, Ahmed H. Tewfik, Panayiotis V. Benos

Proceedings of the Handbook of Research on Computational and Systems Biology, 2011

2010

A Multi-Strategy Approach to Informative Gene Identification from Gene Expression Data.

Ziying Liu, Sieu Phan, Fazel Famili, Youlian Pan, Anne E. G. Lenferink, Christiane Cantin, Catherine Collins, Maureen D. McCourt O'Connor

J. Bioinform. Comput. Biol., 2010

CliDaPa: A new approach to combining clinical data with DNA microarrays.

Santiago González, Luis Guerra, Víctor Robles, José María Peña Sánchez, Fazel Famili

Intell. Data Anal., 2010

GOAL: A software tool for assessing biological significance of genes groups.

Alain B. Tchagang, Alexander Gawronski, Hugo Bérubé, Sieu Phan, Fazel Famili, Youlian Pan

BMC Bioinform., 2010

The impact of gene expression analysis on the classification and prediction of patients' medical conditions.

Fazel Famili, Sieu Phan, Ziying Liu, Youlian Pan

Proceedings of the Advances in Data Mining. 10th Industrial Conference, 2010

Integrative Data Mining in Functional Genomics of <i>Brassica napus</i> and <i>Arabidopsis thaliana</i>.

Youlian Pan, Alain B. Tchagang, Hugo Bérubé, Sieu Phan, Heather Shearer, Ziying Liu, Pierre R. Fobert, Fazel Famili

Proceedings of the Trends in Applied Intelligent Systems, 2010

Data Integration and Knowledge Discovery in Life Sciences.

Fazel Famili, Sieu Phan, François Fauteux, Ziying Liu, Youlian Pan

Proceedings of the Trends in Applied Intelligent Systems, 2010

Towards a temporal modeling of the genetic network controlling Systemic Acquired Resistance in Arabidopsis thaliana.

Alain B. Tchagang, Heather Shearer, Sieu Phan, Hugo Bérubé, Fazel Famili, Pierre R. Fobert, Youlian Pan

Proceedings of the 2010 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2010

2009

Towards the reconstruction of Brassica napus seed development FA metabolism dynamic regulatory map.

Alain B. Tchagang, Hugo Bérubé, Ziying Liu, Sieu Phan, Fazel Famili, Youlian Pan

Proceedings of the 2009 IEEE International Workshop on Genomic Signal Processing and Statistics, 2009

Knowledge discovery and management in life sciences: Impacts and challenges.

Fazel Famili

Proceedings of the 2nd Conference on Data Mining and Optimization, 2009

Goal Driven Analysis of cDNA Microarray Data.

Youlian Pan, Jitao Zou, Yi Huang, Ziying Liu, Sieu Phan, Fazel Famili

Proceedings of the 2009 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2009

2008

An ensemble machine learning approach to predict survival in breast cancer.

Amira Djebbari, Ziying Liu, Sieu Phan, Fazel Famili

Int. J. Comput. Biol. Drug Des., 2008

Bio-Intelligence: A Research Program Facilitating the Development of New Paradigms for Tomorrow's Patient Care.

Sieu Phan, Fazel Famili, Ziying Liu, Lourdes Peña Castillo

Proceedings of the IT Revolutions - First International ICST Conference, 2008

An Integrative Bioinformatics Approach for Knowledge Discovery.

Lourdes Peña Castillo, Sieu Phan, Fazel Famili

Proceedings of the IT Revolutions - First International ICST Conference, 2008

Generation of Globally Relevant Continuous Features for Classification.

Sylvain Létourneau, Stan Matwin, A. Fazel Famili

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2008

2007

A novel pattern based clustering methodology for time-series microarray data.

Sieu Phan, Fazel Famili, Zuojian Tang, Youlian Pan, Ziying Liu, Junjun Ouyang, Anne E. G. Lenferink, Maureen D. McCourt O'Connor

Int. J. Comput. Math., 2007

Prediction of Co-Regulated Gene Groups through Gene Ontology.

Zuojian Tang, Sieu Phan, Youlian Pan, A. Fazel Famili

Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2007

2006

Learning and Evaluation in the Presence of Class Hierarchies: Application to Text Categorization.

Svetlana Kiritchenko, Stan Matwin, Richard Nock, A. Fazel Famili

Proceedings of the Advances in Artificial Intelligence, 2006

2005

An Approach to Automated Knowledge Discovery in Bioinformatics.

Junjun Ouyang, A. Fazel Famili, Weiling Xu

Proceedings of the Artificial Intelligence Applications and Innovations - IFIP TC12 WG12.5, 2005

Knowledge Discovery in the Identification of Differentially Expressed Genes in Tumoricidal Macrophage.

A. Fazel Famili, Ziying Liu, Pedro Carmona-Saez, Alaka Mullick

Proceedings of the Advances in Intelligent Data Analysis VI, 2005

2004

Discovery of Functional Genes for Systemic Acquired Resistance in <i>arabidopsis Thaliana</i> through Integrated Data Mining.

Youlian Pan, Jeffrey D. Pylatuik, Junjun Ouyang, A. Fazel Famili, Pierre R. Fobert

J. Bioinform. Comput. Biol., 2004

Evaluation and optimization of clustering in gene expression data analysis.

A. Fazel Famili, Ganming Liu, Ziying Liu

Bioinform., 2004

Data mining of gene expression changes in Alzheimer brain.

P. Roy Walker, Brandon Smith, Qing Yan Liu, A. Fazel Famili, Julio J. Valdés, Ziying Liu, Boleslaw Lach

Artif. Intell. Medicine, 2004

Knowledge Discovery in Hepatitis C Virus Transgenic Mice.

A. Fazel Famili, Junjun Ouyang, Marko Kryworuchko, Ikuri Alvarez-Maya, Brandon Smith, Francisco Diaz-Mitoma

Proceedings of the Innovations in Applied Artificial Intelligence, 2004

Selection of Putative Cis-Regulatory Motifs through Regional and Global Conservation.

Youlian Pan, Brandon Smith, Hung Fang, A. Fazel Famili, Marianna Sikorska, P. Roy Walker

Proceedings of the 3rd International IEEE Computer Society Computational Systems Bioinformatics Conference, 2004

2003

GenericBioMatch: A novel generic pattern match algorithm for biological sequences.

Youlian Pan, Fazel Famili

Proceedings of the 2nd IEEE Computer Society Bioinformatics Conference, 2003

Data Mining: Understanding Data and Disease Modeling.

Fazel Famili, Junjun Ouyang

Proceedings of the 21st IASTED International Multi-Conference on Applied Informatics (AI 2003), 2003

2001

Editorial.

Fazel Famili

Intell. Data Anal., 2001

2000

Postprocessing in Machine Learning and Data Mining.

Ivan Bruha, Fazel Famili

SIGKDD Explor., 2000

Data mining to detect abnormal behavior in aerospace data.

José M. Peña, Fazel Famili, Sylvain Létourneau

Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining, 2000

1999

Editior-in-Chief: Welcome to Volume 3(3) of Intelligent Data Analysis journal!.

Fazel Famili

Intell. Data Anal., 1999

Welcome to Volume 3(2) of Intelligent Data Analysis.

Fazel Famili

Intell. Data Anal., 1999

Data mining to predict aircraft component replacement.

Sylvain Létourneau, Fazel Famili, Stan Matwin

IEEE Intell. Syst., 1999

Application of Rough Sets Algorithms to Prediction of Aircraft Component Failure.

José M. Peña, Sylvain Létourneau, Fazel Famili

Proceedings of the Advances in Intelligent Data Analysis, Third International Symposium, 1999

Monitoring of Aircraft Operation Using Statistics and Machine Learning.

Fazel Famili, Sylvain Létourneau

Proceedings of the 11th IEEE International Conference on Tools with Artificial Intelligence, 1999

1998

Letter From the Editor.

Fazel Famili

Intell. Data Anal., 1998

A Normalization Method for Contextual Data: Experience from a Large-Scale Application.

Sylvain Létourneau, Stan Matwin, Fazel Famili

Proceedings of the Machine Learning: ECML-98, 1998

1997

Data Preprocessing and Intelligent Data Analysis.

Fazel Famili, Wei-Min Shen, Richard Weber, Evangelos Simoudis

Intell. Data Anal., 1997

Letter to the Editor.

Fazel Famili

Intell. Data Anal., 1997

Comparative Performance of Rule Quality Measures in an Induction System.

Peter Dean, Fazel Famili

Appl. Intell., 1997

Development of a Knowledge-Driven Constructive Induction Mechanism.

Suzanne Lo, Fazel Famili

Proceedings of the Advances in Intelligent Data Analysis, 1997

1990

Integrating learning and decision-making in intelligent manufacturing systems.

A. Fazel Famili

J. Intell. Robotic Syst., 1990