Halima Bensmail

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Unified framework for representing and ranking

Jim Jing-Yan Wang, Halima Bensmail, 2014, Pattern Recognit..

Computational Neuro-Modeling of Visual Memory: Multimodal Imaging and Analysis

Ali Sheharyar, Othmane Bouhali, Halima Bensmail, 2014, Brain Informatics and Health.

Multiple graph regularized nonnegative matrix factorization

Jim Jing-Yan Wang, Xin Gao, Halima Bensmail, 2013, Pattern Recognit..

Differential Community Detection in Paired Biological Networks

Raghvendra Mall, Halima Bensmail, Ehsan Ullah, 2017 .

Computational and statistical challenges with high dimensionality: A new method and efficient algorithm for feature selection in knowledge discovery

Halima Bensmail, Mohammed El Anbari, 2012 .

Advanced Computation of a Sparse Precision Matrix

Michele Ceccarelli, Halima Bensmail, Reda Rawi, 2015 .

An unsupervised disease module identification technique in biological networks using novel quality metric based on connectivity, conductance and modularity

Ehsan Ullah, Raghvendra Mall, Michele Ceccarelli, 2018, F1000Research.

Inference in model-based cluster analysis

Adrian E. Raftery, Christian P. Robert, Gilles Celeux, 1997, Stat. Comput..

DeepCrystal: A Deep Learning Framework for Sequence-based Protein Crystallization Prediction

Raghvendra Mall, Khalid Kunji, Halima Bensmail, 2018, BIBM.

An adaptive refinement for community detection methods for disease module identification in biological networks using novel metric based on connectivity, conductance & modularity

Ehsan Ullah, Raghvendra Mall, Michele Ceccarelli, 2017, 2017 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

Prediction of protein group function by iterative classification on functional relevance network

Daisuke Kihara, Halima Bensmail, Reda Rawi, 2018, Bioinform..

RAFNI: Robust Analysis of Functional NeuroImages with Non-normal α-Stable Error

Othmane Bouhali, Halima Bensmail, Mohammed El Anbari, 2012, ICONIP.

Comprehensive review and assessment of computational methods for predicting RNA post-transcriptional modification sites from RNA sequences

Jiangning Song, Zhen Chen, Yanan Wang, 2019, Briefings Bioinform..

Differential Community Detection in Paired Biological Networks

Raghvendra Mall, Khalid Kunji, Halima Bensmail, 2017, bioRxiv.

Advanced Computation of Sparse Precision Matrices for Big Data

Jaideep Srivastava, Abdelkader Baggag, Halima Bensmail, 2017, PAKDD.

Using R Software for Reliability Data Analysis

Timothy M. Young, Ramón V. León, Frank M. Guess, 2008 .

Primal-Dual Framework for Feature Selection using Least Squares Support Vector Machines

Johan A. K. Suykens, Raghvendra Mall, Halima Bensmail, 2013, COMAD.

Discriminative sparse coding on multi-manifolds

Jim Jing-Yan Wang, Xin Gao, Nan Yao, 2013, Knowl. Based Syst..

Identification of cancer drug sensitivity biomarkers

Ehsan Ullah, Raghvendra Mall, Halima Bensmail, 2017, 2017 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

Computational prediction and interpretation of both general and specific types of promoters in Escherichia coli by exploiting a stacked ensemble-learning framework

Jiangning Song, Zongyuan Ge, Jinxiang Chen, 2020, Briefings Bioinform..

Clustering Proteomics Data Using Bayesian Principal Component Analysis

Halima Bensmail, O. John Semmes, Abdelali Haoudi, 2007 .

Unified Framework for Representing and Ranking

Halima Bensmail, Jim Jing-Yan Wang, 2016 .

DeepCrystal: A Deep Learning Framework for Sequence-based Protein Crystallization Prediction

Raghvendra Mall, Khalid Kunji, Halima Bensmail, 2018, 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

Microbiomarkers Discovery in Inflammatory Bowel Diseases using Network-Based Feature Selection

Vasant Honavar, Mostafa M. Abbas, Yasser El-Manzalawy, 2018, BCB.

Detection of statistically significant network changes in complex biological networks

Raghvendra Mall, Michele Ceccarelli, Luigi Cerulo, 2016, bioRxiv.

A design study to identify inconsistencies in kinship information: The case of the 1000 Genomes project

Ehsan Ullah, Michaël Aupetit, Halima Bensmail, 2016, 2016 IEEE Pacific Visualization Symposium (PacificVis).

BCrystal: an interpretable sequence-based protein crystallization predictor

Raghvendra Mall, Khalid Kunji, Gwo-Yu Chuang, 2019, Bioinform..

Novel Multi Center and Threshold Ternary Pattern Based Method for Disease Detection Method Using Voice

Samir Brahim Belhaouari, Sengul Dogan, Turker Tuncer, 2020, IEEE Access.

COUSCOus: improved protein contact prediction using an empirical Bayes covariance estimator

Ehsan Ullah, Raghvendra Mall, Michaël Aupetit, 2016, BMC Bioinformatics.

Biomarker discovery in inflammatory bowel diseases using network-based feature selection

Vasant Honavar, Yasser El-Manzalawy, Halima Bensmail, 2019, PloS one.

Clustering Gene Expression Data with Kernel Principal Components

Ying Xu, Halima Bensmail, Dechang Chen, 2005, J. Bioinform. Comput. Biol..

Statistical and Network Analysis of Metabolomics Data

Ehsan Ullah, Raghvendra Mall, Halima Bensmail, 2016, BCB.

Joint learning and weighting of visual vocabulary for bag-of-feature based tissue classification

Jim Jing-Yan Wang, Xin Gao, Halima Bensmail, 2013, Pattern Recognit..

DeepSol: a deep learning framework for sequence‐based protein solubility prediction

Raghvendra Mall, Sameer Khurana, Khalid Kunji, 2018, Bioinform..

MetFlexo: An Automated Simulation of Realistic H1-NMR Spectra

Halima Bensmail, Karsten Suhre, Zeinab Atieh, 2013, ICCS.

Feature selection and multi-kernel learning for sparse representation on a manifold

Jim Jing-Yan Wang, Xin Gao, Halima Bensmail, 2014, Neural Networks.

Denoised Kernel Spectral data Clustering

Johan A. K. Suykens, Rocco Langone, Raghvendra Mall, 2016, 2016 International Joint Conference on Neural Networks (IJCNN).

Multiple graph regularized protein domain ranking

Xin Gao, Jingyan Wang, Halima Bensmail, 2012, BMC Bioinformatics.

ISaaC: Identifying Structural Relations in Biological Data with Copula-Based Kernel Dependency Measures

Ehsan Ullah, Raghvendra Mall, Halima Bensmail, 2018, IWBBIO.

Analyzing Imputed Financial Data: A New Approach to Cluster Analysis

Halima Bensmail, Ramon P. DeGennaro, H. Bensmail, 2004 .

PROSPECT: A web server for predicting protein histidine phosphorylation sites

Geoffrey I. Webb, Fuyi Li, Halima Bensmail, 2020, J. Bioinform. Comput. Biol..

COFADMM: A Computational Features Selection with Alternating Direction Method of Multipliers

Halima Bensmail, Mohammed El Anbari, Sidra Alam, 2014, ICCS.

KinVis: a visualization tool to detect cryptic relatedness in genetic datasets

Ehsan Ullah, Michaël Aupetit, Arun Das, 2018, Bioinform..

ClustMe: A Visual Quality Measure for Ranking Monochrome Scatterplots based on Cluster Patterns

Mostafa M. Abbas, Michaël Aupetit, Michael Sedlmair, 2019, Comput. Graph. Forum.

RAFNI: Robust analysis of functional neuroimages with non-normal alpha-stable errors

Halima Bensmail, Mohammed El Anbari, Samreen Anjum, 2012 .

A novel approach for clustering proteomics data using Bayesian fast Fourier transform

Halima Bensmail, O. John Semmes, Abdelali Haoudi, 2005, Bioinform..

Detection and classification of defect patterns on semiconductor wafers

Way Kuo, Chih-Hsuan Wang, Halima Bensmail, 2006 .

Supervised Cross-Modal Factor Analysis for Multiple Modal Data Classification

Jim Jing-Yan Wang, Halima Bensmail, Yihua Zhou, 2015, 2015 IEEE International Conference on Systems, Man, and Cybernetics.

Importance of structural deformation features in the prediction of hybrid perovskite bandgaps

Raghvendra Mall, Halima Bensmail, Fedwa El-Mellouhi, 2020 .

Model-based Clustering with Noise: Bayesian Inference and Estimation

Halima Bensmail, Jacqueline J. Meulman, J. Meulman, 2003, J. Classif..

Efficient Feature Selection and Multiclass Classification with Integrated Instance and Model Based Learning

Halima Bensmail, Zhenqiu Liu, Ming Tan, 2012, Evolutionary bioinformatics online.

Metabolomic Data Profiling for Diabetes Research in Qatar

Raghvendra Mall, Laure Berti-Équille, Halima Bensmail, 2016, 2016 27th International Workshop on Database and Expert Systems Applications (DEXA).

MetaSimulo: An automated simulation of realistic 1H-NMR spectra

Halima Bensmail, Zeinab Atieh, 2012 .

Domain transfer nonnegative matrix factorization

Jim Jing-Yan Wang, Halima Bensmail, Yijun Sun, 2014, 2014 International Joint Conference on Neural Networks (IJCNN).

Biomarker discovery in inflammatory bowel diseases using network-based feature selection

Vasant Honavar, Mostafa M. Abbas, John Matta, 2019, bioRxiv.

Statistical Mixture-Based Methods and Computational Tools for High-Throughput Data Derived in Proteomics and Metabolomics Study

Halima Bensmail, Lotfi Chouchane, James Wicker, 2011 .

A Novel Bayesian Outlier Score Based on the Negative Binomial Distribution for Detecting Aberrantly Expressed Genes in RNA-Seq Gene Expression Count Data

Halima Bensmail, Edin Salkovic, H. Bensmail, 2021, IEEE Access.

Accelerating the Design of Photocatalytic Surfaces for Antimicrobial Application: Machine Learning Based on a Sparse Dataset

Halima Bensmail, Fedwa El-Mellouhi, Sami Rtimi, 2021, Catalysts.

ClustRank: a Visual Quality Measure Trained on Perceptual Data for Sorting Scatterplots by Cluster Patterns pdf

Ehsan Ullah, Abdelkader Baggag, Michael Sedlmair, 2021, ArXiv.

Data-driven enhancement of cubic phase stability in mixed-cation perovskites

Raghvendra Mall, Halima Bensmail, Fedwa El-Mellouhi, 2021, Mach. Learn. Sci. Technol..

A comparison of multiple linear regression and quantile regression for modeling the internal bond of medium density fiberboard

Timothy M. Young, Ramón V. León, Frank M. Guess, 2008 .

Regularized Kernel Discriminant Analysis with Optimally Scaled Data

Hamparsum Bozdogan, Halima Bensmail, H. Bozdogan, 2002 .

Integrative 1H-NMR-based Metabolomic Profiling to Identify Type-2 Diabetes Biomarkers: An Application to a Population of Qatar

Ehsan Ullah, Halima Bensmail, Reda Rawi, 2015 .

Coevolution Analysis of HIV-1 Envelope Glycoprotein Complex

Khalid Kunji, Halima Bensmail, Reda Rawi, 2015, PloS one.

Modeles de regularisation en discrimination et classification bayesienne

Halima Bensmail, 1995 .

Data Mining in Genomics and Proteomics

Halima Bensmail, Abdelali Haoudi, H. Bensmail, 2005, Journal of biomedicine & biotechnology.

Bioinformatics and data mining in proteomics

Halima Bensmail, Abdelali Haoudi, H. Bensmail, 2006, Expert review of proteomics.