Faramarz Valafar

Publication Activity (10 Years)

Years Active: 1994-2023
Publications (10 Years): 8

Top Topics

Bayesian Classification

Artificial Neural Networks

Density Estimation

Chemical Compounds

Top Venues

Publications

Afif Elghraoui, Siavash Mirarab, Krister M. Swenson, Faramarz Valafar
isolates. Bioinform. 39 (1) (2023)
Krister M. Swenson, Afif Elghraoui, Faramarz Valafar, Siavash Mirarab, Mathias Weller
Quantifying Hierarchical Conflicts in Homology Statements. RECOMB-CG (2022)
Homayoun Valafar, Faramarz Valafar
Reduction in the complexity of 1D 1H-NMR spectra by the use of Frequency to Information Transformation. CoRR (2020)
Faramarz Valafar, Homayoun Valafar
A Comparative study of Artificial Neural Networks Using Reinforcement learning and Multidimensional Bayesian Classification Using Parzen Density Estimation for Identification of GC-EIMS Spectra of Partially Methylated Alditol Acetates. CoRR (2020)
Faramarz Valafar, Homayoun Valafar, William S. York
Identification of 1H-NMR Spectra of Xyloglucan Oligosaccharides: A Comparative Study of Artificial Neural Networks and Bayesian Classification Using Nonparametric Density Estimation. CoRR (2020)
Homayoun Valafar, Okan K. Ersoy, Faramarz Valafar
Distributed Global Optimization (DGO). CoRR (2020)
Homayoun Valafar, Faramarz Valafar, Okan K. Ersoy
Parallel, Self Organizing, Consensus Neural Networks. CoRR (2020)
Aina Eill, Afrooz Jahedi, Yangfeifei Gao, Jiwandeep S. Kohli, Christopher H. Fong, Seraphina Solders, Ruth A. Carper, Faramarz Valafar, Barbara A. Bailey, Ralph-Axel Müller
Functional Connectivities Are More Informative Than Anatomical Variables in Diagnostic Classification of Autism. Brain Connect. 9 (8) (2019)
Jason Rudy, Faramarz Valafar
Empirical comparison of cross-platform normalization methods for gene expression data. BMC Bioinform. 12 (2011)
Jon W. Huss III, Pierre Lindenbaum, Michael Martone, Donabel Roberts, Angel D. Pizarro, Faramarz Valafar, John B. Hogenesch, Andrew I. Su
The Gene Wiki: community intelligence applied to human gene annotation. Nucleic Acids Res. 38 (Database-Issue) (2010)
Jill L. Wegrzyn, Thomas M. Drudge, Faramarz Valafar, Vivian Hook
Bioinformatic analyses of mammalian 5'-UTR sequence properties of mRNAs predicts alternative translation initiation sites. BMC Bioinform. 9 (2008)
Azhar Salim, Faramarz Valafar
Reconstruction of Gene Regulatory Networks from Temporal Microarray Data Using Pattern Recognition Techniques. IJCNN (2006)
R. Harris, A. M. Ausin, J. S. Angulo, Faramarz Valafar, T. Impelluso
VSTM: Virtual Stress Testing Machine. PDPTA (2004)
Faramarz Valafar, R. Harris, A. M. Ausin, J. S. Angulo, T. Impelluso
Scalability of VSTM: A Memory Model and Inter-Processor Communication Perspective. PDPTA (2004)
Hongyu Xu, Faramarz Valafar, Marko Vuskovic
Prediction of Sickle Cell Anemia Patient's Response to Hydroxyurea Treatment Using ARTMAP Network. METMBS (2003)
Christopher A. Peters, Faramarz Valafar
Comparison of Three Nonparametric Density Estimation Techniques Using Bayes' Classifiers Applied to Microarray Data Analysis. METMBS (2003)
I. Arora, Faramarz Valafar
Grouping of Partially Methylated Alditol Acetates from GC-EIMS Spectra Using Principal Component Analysis, Non-Parametric Density Estimation and K-Nearest Neighbor Classification. METMBS (2003)
Homayoun Valafar, Faramarz Valafar
H-NMR) spectra using frequency to information transformation (FIT). Knowl. Based Syst. 15 (4) (2002)
Homayoun Valafar, Faramarz Valafar, Alan Darvill, Peter Albersheim, Abdullah Kutlar, Kristy F. Woods, John Hardin
Predicting the effectiveness of hydroxyurea in individual sickle cell anemia patients. Artif. Intell. Medicine 18 (2) (2000)
Faramarz Valafar, Homayoun Valafar, William S. York
Identification of H-NMR Spectra of Xyloglucan Oligosaccharides: A Comparative Study of Artificial Neural Networks and Bayesian Classification Using Nonparametric Density Estimation. IC-AI (1999)
Homayoun Valafar, Faramarz Valafar, Okan K. Ersoy
Parallel, self organizing, consensus neural networks. IJCNN (1999)
Homayoun Valafar, Faramarz Valafar
Prediction of a patient's response to a specific drug treatment using artificial neural networks. IJCNN (1999)
Faramarz Valafar, Homayoun Valafar
A Comparative Study of Artificial Neural Networks Using Reinforcement Learning and Multidimensional Bayesian Classification Using Parzen Density Estimation for Identification of GC-EIMS Spectra of Partially Methylated Alditol Acetates on the World Wide Web. IC-AI (1999)
Saeid Roushanzamir, Homayoun Valafar, Faramarz Valafar
A comparative study of linear and quadratic discriminant classifier techniques for variable selection: a case study in predicting the effectiveness of hydroxyurea treatment of sickle cell anemia. IJCNN (1999)
Homayoun Valafar, Okan K. Ersoy, Faramarz Valafar
Distributed global optimization (DGO). ICNN (1996)
Faramarz Valafar, Homayoun Valafar, Okan K. Ersoy, Richard G. Schwartz
Comparative studies of two neural network architectures for modeling of human speech production. ICNN (1995)
Faramarz Valafar, Okan K. Ersoy
A Parallel Implementation of Backpropagation Neural Network on MasPar MP-1. PDPTA (1995)
Faramarz Valafar, Okan K. Ersoy
PNS Modules for the Synthesis of Parallel Self-Organizing Hierarchical Neural Networks. ISCAS (1994)