Eghbal G. Mansoori

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 23

Top Topics

Regularization Framework

Fuzzy Classifier

Feature Selection

Informative Genes

Top Venues

Intell. Data Anal.

Pattern Anal. Appl.

Stat. Anal. Data Min.

Publications

Hojjat Moayed, Eghbal G. Mansoori
Deep and wide nonnegative matrix factorization with embedded regularization. Pattern Recognit. 153 (2024)
Hojjat Moayed, Eghbal G. Mansoori
Improving Regularization in Deep Neural Networks by Co-adaptation Trace Detection. Neural Process. Lett. 55 (6) (2023)
Hojjat Moayed, Eghbal G. Mansoori, Mohammad R. Moosavi
An efficient pruning method for subgraph matching in large-scale graphs. J. Supercomput. 79 (10) (2023)
Samad Zabihi, Hamed R. Tavakoli, Ali Borji, Eghbal G. Mansoori
A compact deep architecture for real-time saliency prediction. Signal Process. Image Commun. 104 (2022)
Mohsen Rahmanian, Eghbal G. Mansoori
Unsupervised fuzzy multivariate symmetric uncertainty feature selection based on constructing virtual cluster representative. Fuzzy Sets Syst. 438 (2022)
Hojjat Moayed, Eghbal G. Mansoori
Skipout: An Adaptive Layer-Level Regularization Framework for Deep Neural Networks. IEEE Access 10 (2022)
Eghbal G. Mansoori, Massar Sara
Extreme ensemble of extreme learning machines. Stat. Anal. Data Min. 14 (2) (2021)
Haleh Homayouni, Eghbal G. Mansoori
Manifold regularization ensemble clustering with many objectives using unsupervised extreme learning machines. Intell. Data Anal. 25 (4) (2021)
Betsabeh Tanoori, Mansoor Zolghadri Jahromi, Eghbal G. Mansoori
Drug-target continuous binding affinity prediction using multiple sources of information. Expert Syst. Appl. 186 (2021)
Betsabeh Tanoori, Mansoor Zolghadri Jahromi, Eghbal G. Mansoori
Binding affinity prediction for binary drug-target interactions using semi-supervised transfer learning. J. Comput. Aided Mol. Des. 35 (8) (2021)
Samad Zabihi, Eghbal G. Mansoori, Mehran Yazdi
Exploiting object features in deep gaze prediction models. J. Vis. Commun. Image Represent. 73 (2020)
Homeira Shahparast, Eghbal G. Mansoori
Developing an online general type-2 fuzzy classifier using evolving type-1 rules. Int. J. Approx. Reason. 113 (2019)
Samaneh Liaghat, Eghbal G. Mansoori
Filter-based unsupervised feature selection using Hilbert-Schmidt independence criterion. Int. J. Mach. Learn. Cybern. 10 (9) (2019)
Elham Hoseini, Eghbal G. Mansoori
Unsupervised feature selection in linked biological data. Pattern Anal. Appl. 22 (3) (2019)
Homeira Shahparast, Eghbal G. Mansoori, Mansoor Zolghadri Jahromi
AFCGD: an adaptive fuzzy classifier based on gradient descent. Soft Comput. 23 (12) (2019)
Zeinab Dehghan, Eghbal G. Mansoori
A new feature subset selection using bottom-up clustering. Pattern Anal. Appl. 21 (1) (2018)
Masoud Saeed, Eghbal G. Mansoori
A new slope one based recommendation algorithm using virtual predictive items. J. Intell. Inf. Syst. 50 (3) (2018)
Homeira Shahparast, Eghbal G. Mansoori
FERHD: A feasible approach for extracting fuzzy classification rules from high-dimensional data. Intell. Data Anal. 21 (1) (2017)
Haleh Homayouni, Eghbal G. Mansoori
A novel density-based ensemble learning algorithm with application to protein structural classification. Intell. Data Anal. 21 (1) (2017)
Eghbal G. Mansoori, Khadijeh S. Shafiee
On fuzzy feature selection in designing fuzzy classifiers for high-dimensional data. Evol. Syst. 7 (4) (2016)
Samaneh Liaghat, Eghbal G. Mansoori
Unsupervised selection of informative genes in microarray gene expression data. Int. J. Appl. Pattern Recognit. 3 (4) (2016)
Elham Hoseini, Eghbal G. Mansoori
Selecting discriminative features in social media data: An unsupervised approach. Neurocomputing 205 (2016)
Gholam-Hossein Jowkar, Eghbal G. Mansoori
Perceptron ensemble of graph-based positive-unlabeled learning for disease gene identification. Comput. Biol. Chem. 64 (2016)
Eghbal G. Mansoori
GACH: a grid-based algorithm for hierarchical clustering of high-dimensional data. Soft Comput. 18 (5) (2014)
Eghbal G. Mansoori
Using Statistical Measures for Feature Ranking. Int. J. Pattern Recognit. Artif. Intell. 27 (1) (2013)
Eghbal G. Mansoori
FRBC: A Fuzzy Rule-Based Clustering Algorithm. IEEE Trans. Fuzzy Syst. 19 (5) (2011)
Eghbal G. Mansoori, Mansoor J. Zolghadri, Seraj D. Katebi
SGERD: A Steady-State Genetic Algorithm for Extracting Fuzzy Classification Rules From Data. IEEE Trans. Fuzzy Syst. 16 (4) (2008)
Eghbal G. Mansoori, Mansoor J. Zolghadri, Seraj D. Katebi
A weighting function for improving fuzzy classification systems performance. Fuzzy Sets Syst. 158 (5) (2007)
Mansoor J. Zolghadri, Eghbal G. Mansoori
Weighting fuzzy classification rules using receiver operating characteristics (ROC) analysis. Inf. Sci. 177 (11) (2007)
Eghbal G. Mansoori, Hassan J. Eghbali
Heuristic edge detection using fuzzy rule-based classifier. J. Intell. Fuzzy Syst. 17 (5) (2006)