Fazel Famili

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Functional Annotation of Genes Using Hierarchical Text Categorization

Stan Matwin, Svetlana Kiritchenko, Fazel Famili, 2005 .

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

Nabil Belacel, Kristopher Ellis, Fazel Famili, 2016, Unmanned Syst..

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

Yi Huang, Sieu Phan, Fazel Famili, 2012, BMC Bioinformatics.

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

Santiago González, Víctor Robles, Fazel Famili, 2010, Intell. Data Anal..

Development of a Knowledge-Driven Constructive Induction Mechanism

Fazel Famili, Suzanne Lo, Fazel Famili, 1997, IDA.

Differences in Promoters of Orthologous Genes

E. Wang, M. Jaramillo, S. Phan, 2010 .

Prediction of Co-Regulated Gene Groups through Gene Ontology

Sieu Phan, Fazel Famili, Youlian Pan, 2007, 2007 IEEE Symposium on Computational Intelligence and Bioinformatics and Computational Biology.

Prediction ofCo-Regulated GeneGroups through GeneOntology

Fazel Famili, Youlian Pan, Zuojian Tang, 2007 .

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

Fazel Famili, Ziying Liu, Pedro Carmona-Saez, 2005, IDA.

Discovery of Functional Genes for Systemic Acquired Resistance in arabidopsis Thaliana through Integrated Data Mining

Fazel Famili, Youlian Pan, Pierre R. Fobert, 2004, J. Bioinform. Comput. Biol..

Permission is granted to quote short excerpts and to reproduce figures and tables from this report, provided that the source of such material is fully acknowledged. Data Mining of Gene Expression Changes in

Julio J. Valdés, Fazel Famili, Brandon Smith, 2003 .

An ensemble machine learning approach to predict survival in breast cancer

Sieu Phan, Fazel Famili, Ziying Liu, 2008, Int. J. Comput. Biol. Drug Des..

Data Preprocessing and Intelligent Data Analysis

Wei-Min Shen, Evangelos Simoudis, Richard Weber, 1997, Intell. Data Anal..

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

Sieu Phan, Fazel Famili, Youlian Pan, 2010, 2010 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology.

Integrative Data Mining in Functional Genomics of Brassica napus and Arabidopsis thaliana

Sieu Phan, Fazel Famili, Ziying Liu, 2010, IEA/AIE.

Application of Rough Sets Algorithms to Prediction of Aircraft Component Failure

José M. Peña, Sylvain Létourneau, Fazel Famili, 1999, IDA.

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

Richard Weber, Sebastián Maldonado, Fazel Famili, 2014, Inf. Sci..

Future trends in business analytics and optimization

Donald E. Brown, Ricardo Baeza-Yates, Richard Weber, 2011, Intell. Data Anal..

Postprocessing in machine learning and data mining

Ivan Bruha, Fazel Famili, I. Bruha, 2000, SKDD.

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

Stan Matwin, Richard Nock, Svetlana Kiritchenko, 2006, Canadian AI.

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

Sieu Phan, Fazel Famili, Ziying Liu, 2010, ICDM.

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

Sieu Phan, Fazel Famili, Ziying Liu, 2010, J. Bioinform. Comput. Biol..

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

Sieu Phan, Fazel Famili, Ziying Liu, 2007, Int. J. Comput. Math..

Data mining to predict aircraft component replacement

Stan Matwin, Sylvain Létourneau, Fazel Famili, 1999, IEEE Intell. Syst..

Data Mining For Prediction of Aircraft Component Replacement

S. Matwin, F. Famili, Fazel Famili, 1999 .

Computational selection of antibody-drug conjugate targets for breast cancer

Sieu Phan, Fazel Famili, Youlian Pan, 2015, Oncotarget.

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

Fazel Famili, Fazel Famili, 2014, CIARP.

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

Ahmed H. Tewfik, Fazel Famili, Panayiotis V. Benos, 2011, Handbook of Research on Computational and Systems Biology.

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

Stan Matwin, Sylvain Létourneau, Fazel Famili, 1998, ECML.

An Integrative Bioinformatics Approach for Knowledge Discovery

Sieu Phan, Fazel Famili, Lourdes Peña Castillo, 2008, IT Revolutions.

Evaluation and optimization of clustering in gene expression data analysis

Fazel Famili, Ziying Liu, Ganming Liu, 2004, Bioinform..

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

Sieu Phan, Fazel Famili, Ziying Liu, 2009, 2009 IEEE International Workshop on Genomic Signal Processing and Statistics.

Selection of putative cis-regulatory motifs through regional and global conservation

Fazel Famili, Brandon Smith, Youlian Pan, 2004, Proceedings. 2004 IEEE Computational Systems Bioinformatics Conference, 2004. CSB 2004..

Comparative Performance of Rule Quality Measures in an Induction System

Fazel Famili, Peter Dean, Fazel Famili, 1997, Applied Intelligence.

Data Mining: Understanding Data and Disease Modeling

Fazel Famili, Junjun Ouyang, Fazel Famili, 2003, Applied Informatics.

Integrating learning and decision-making in intelligent manufacturing systems

Fazel Famili, Fazel Famili, 1990, J. Intell. Robotic Syst..

Hierarchical Text Categorization as a Tool of Associating Genes with Gene Ontology Codes

Stan Matwin, Svetlana Kiritchenko, A. Fazel Famili, 2004 .

Evaluation and Optimization of Clustering in Gene Expression Data Analysis * Famili

Fazel Famili, Ziying Liu, Ganming Liu, 2003 .