Comparison of different T-norm operators in classification problems - Fahimeh Farahbod; Mahdi Eftekhari (CoRR, 2012)

Interpretability-based fuzzy decision tree classifier a hybrid of the subtractive clustering and the multi-objective evolutionary algorithm. - Fatemeh Afsari; Mahdi Eftekhari; Esfandiar Eslami; P.-Y. Woo (Soft Comput., 2013)

Using a self-adaptive neighborhood scheme with crowding replacement memory in genetic algorithm for multimodal optimization. - Shima Kamyab; Mahdi Eftekhari (Swarm Evol. Comput., 2013)

Comparing ensemble learning methods based on decision tree classifiers for protein fold recognition. - Mahshid Khatibi Bardsiri; Mahdi Eftekhari (Int. J. Data Min. Bioinform., 2014)

Fuzzy partitioning of continuous attributes through discretization methods to construct fuzzy decision tree classifiers. - Mohsen Zeinalkhani; Mahdi Eftekhari (Inf. Sci., 2014)

Generating fuzzy rule base classifier for highly imbalanced datasets using a hybrid of evolutionary algorithms and subtractive clustering. - Mahdi Mahdizadeh; Mahdi Eftekhari (J. Intell. Fuzzy Syst., 2014)

A new ensemble learning methodology based on hybridization of classifier ensemble selection approaches. - Reza Mousavi; Mahdi Eftekhari (Appl. Soft Comput., 2015)

Novel Improvements on the Fuzzy-Rough QuickReduct Algorithm. - Javad Rahimipour Anaraki; Mahdi Eftekhari; Chang Wook Ahn (IEICE Trans. Inf. Syst., 2015)

Combining classifiers generated by multi-gene genetic programming for protein fold recognition using genetic algorithm. - Mahshid Khatibi Bardsiri; Mahdi Eftekhari; Reza Mousavi (Int. J. Bioinform. Res. Appl., 2015)

A new approach to human microRNA target prediction using ensemble pruning and rotation forest. - Reza Mousavi; Mahdi Eftekhari; Mehdi Ghezelbash Haghighi (J. Bioinform. Comput. Biol., 2015)

A fuzzy based memetic algorithm for tuning fuzzy wavelet neural network parameters. - Hojjat-Allah Bazoobandi; Mahdi Eftekhari (J. Intell. Fuzzy Syst., 2015)

Neuro-fuzzy adaptive control of a revolute stewart platform carrying payloads of unknown inertia. - Mojtaba Eftekhari; Mahdi Eftekhari; Hossein Karimpour (Robotica, 2015)

Dataset condensation using OWA fuzzy-rough set-based nearest neighbor classifier. - Mehran Amiri; Richard Jensen; Mahdi Eftekhari; Neil Mac Parthaláin (FUZZ-IEEE, 2016)

A two-level multi-gene genetic programming model for speech quality prediction in Voice over Internet Protocol systems. - Farhad Rahdari; Mahdi Eftekhari; Reza Mousavi (Comput. Electr. Eng., 2016)

A Definition for Hesitant fuzzy Partitions. - Laya Aliahmadipour; Vicenç Torra; Esfandiar Eslami; Mahdi Eftekhari (Int. J. Comput. Intell. Syst., 2016)

Controller design for multivariable nonlinear control systems based on gradient-based ant colony optimisation. - Mojtaba Eftekhari; Mahdi Eftekhari (Int. J. Model. Identif. Control., 2016)

Feature selection using multimodal optimization techniques. - Shima Kamyab; Mahdi Eftekhari (Neurocomputing, 2016)

Unsupervised feature selection method based on sensitivity and correlation concepts for multiclass problems. - Soheila Barchinezhad; Mahdi Eftekhari (J. Intell. Fuzzy Syst., 2016)

A New Fuzzy-Rough Hybrid Merit to Feature Selection. - Javad Rahimipour Anaraki; Saeed Samet; Wolfgang Banzhaf; Mahdi Eftekhari (Trans. Rough Sets, 2016)

Ensemble of feature selection methods: A hesitant fuzzy sets approach. - Mohammad Kazem Ebrahimpour; Mahdi Eftekhari (Appl. Soft Comput., 2017)

Hesitant fuzzy decision tree approach for highly imbalanced data classification. - Sahar Sardari; Mahdi Eftekhari; Fatemeh Afsari (Appl. Soft Comput., 2017)

Occam's razor in dimension reduction: Using reduced row Echelon form for finding linear independent features in high dimensional microarray datasets. - Mohammad Kazem Ebrahimpour; Masoumeh Zare; Mahdi Eftekhari; Gholamreza Aghamolaei (Eng. Appl. Artif. Intell., 2017)

Multi-Manifold based Rotation Forest for classification. - M. Khamar; Mahdi Eftekhari (Appl. Soft Comput., 2018)

CCFS: A cooperating coevolution technique for large scale feature selection on microarray datasets. - Mohammad Kazem Ebrahimpour; Hossein Nezamabadi-pour; Mahdi Eftekhari (Comput. Biol. Chem., 2018)

A Fuzzy-Rough based Binary Shuffled Frog Leaping Algorithm for Feature Selection. - Javad Rahimipour Anaraki; Saeed Samet; Mahdi Eftekhari; Chang Wook Ahn (CoRR, 2018)

Omni-Ensemble Learning (OEL): Utilizing Over-Bagging, Static and Dynamic Ensemble Selection Approaches for Software Defect Prediction. - Reza Mousavi; Mahdi Eftekhari; Farhad Rahdari (Int. J. Artif. Intell. Tools, 2018)

Diminishing the Effect of Adversarial Perturbations via Refining Feature Representation. - Nader Asadi; AmirMohammad Sarfi; Sahba Tahsini; Mahdi Eftekhari (CoRR, 2019)

Towards Shape Biased Unsupervised Representation Learning for Domain Generalization. - Nader Asadi; Mehrdad Hosseinzadeh; Mahdi Eftekhari (CoRR, 2019)

EEFR-R: extracting effective fuzzy rules for regression problems, through the cooperation of association rule mining concepts and evolutionary algorithms. - Fatemeh Aghaeipoor; Mahdi Eftekhari (Soft Comput., 2019)

Feature selection based on regularization of sparsity based regression models by hesitant fuzzy correlation. - Mahla Mokhtia; Mahdi Eftekhari; Farid Saberi Movahed (Appl. Soft Comput., 2020)

Supervised feature selection by constituting a basis for the original space of features and matrix factorization. - Farid Saberi Movahed; Mahdi Eftekhari; Mohammad Mohtashami (Int. J. Mach. Learn. Cybern., 2020)

Dynamic ensemble selection based on hesitant fuzzy multiple criteria decision making. - Javad Elmi; Mahdi Eftekhari (Soft Comput., 2020)

Multi-Layer Selector(MLS): Dynamic selection based on filtering some competence measures. - Javad Elmi; Mahdi Eftekhari (Appl. Soft Comput., 2021)

Regularizing extreme learning machine by dual locally linear embedding manifold learning for training multi-label neural network classifiers. - Mohammad Rezaei-Ravari; Mahdi Eftekhari; Farid Saberi Movahed (Eng. Appl. Artif. Intell., 2021)

Unsupervised Feature Selection Based on Spectral Clustering with Maximum Relevancy and Minimum Redundancy Approach. - Bahareh Khozaei; Mahdi Eftekhari (Int. J. Pattern Recognit. Artif. Intell., 2021)

Dual-manifold regularized regression models for feature selection based on hesitant fuzzy correlation. - Mahla Mokhtia; Mahdi Eftekhari; Farid Saberi Movahed (Knowl. Based Syst., 2021)

DISCERN: diversity-based selection of centroids for k-estimation and rapid non-stochastic clustering. - Ali Hassani 001; Amir Iranmanesh; Mahdi Eftekhari; Abbas Salemi (Int. J. Mach. Learn. Cybern., 2021)

High dimensionality reduction by matrix factorization for systems pharmacology. - Adel Mehrpooya; Farid Saberi Movahed; Najmeh Azizi Zadeh; Mohammad Rezaei-Ravari; Farshad Saberi-Movahed; Mahdi Eftekhari; Iman Tavassoly (Briefings Bioinform., 2022)

Decoding clinical biomarker space of COVID-19: Exploring matrix factorization-based feature selection methods. - Farshad Saberi-Movahed; Mahyar Mohammadifard; Adel Mehrpooya; Mohammad Rezaei-Ravari; Kamal Berahmand; Mehrdad Rostami; Saeed Karami; Mohammad Najafzadeh; Davood Hajinezhad; Mina Jamshidi; Farshid Abedi; Mahtab Mohammadifard; et al. (Comput. Biol. Medicine, 2022)

A New Scheme for Image Compression and Encryption Using ECIES, Henon Map, and AEGAN. - Mahdi Shariatzadeh; Mahdi Eftekhari; Mohammad Javad Rostami 001 (CoRR, 2022)

An Adaptive Image Encryption Scheme Guided by Fuzzy Models. - Mahdi Shariatzadeh; Mohammad Javad Rostami 001; Mahdi Eftekhari (CoRR, 2022)

A GPU-based accelerated ELM and deep-ELM training algorithms for traditional and deep neural networks classifiers. - Arezoo Moradi Chegni; Behnam Ghavami; Mahdi Eftekhari (Intell. Syst. Appl., 2022)

Prediction of the degree of steel corrosion damage in reinforced concrete using field-based data by multi-gene genetic programming approach. - Zahra Rajabi; Mahdi Eftekhari; Mohammad Ghorbani; Maryam Ehteshamzadeh; Hadi Beirami (Soft Comput., 2022)

How Fuzzy Concepts Contribute to Machine Learning - Mahdi Eftekhari; Adel Mehrpooya; Farid Saberi-Movahed; Vicenç Torra (Springer, 2022)

DINO-CXR: A Self Supervised Method Based on Vision Transformer for Chest X-Ray Classification. - Mohammadreza Shakouri; Fatemeh Iranmanesh; Mahdi Eftekhari (ISVC (2), 2023)

Image-Text Connection: Exploring the Expansion of the Diversity Within Joint Feature Space Similarity Scores. - Mahsa Mohammadi; Mahdi Eftekhari; Amirhossein Hassani (IEEE Access, 2023)

SELF-VS: Self-supervised Encoding Learning For Video Summarization. - Hojjat Mokhtarabadi; Kave Bahraman; Mehrdad Hosseinzadeh; Mahdi Eftekhari (CoRR, 2023)

Deep Metric Learning with Soft Orthogonal Proxies. - Farshad Saberi-Movahed; Mohammad Kazem Ebrahimpour; Farid Saberi-Movahed; Monireh Moshavash; Dorsa Rahmatian; Mahvash Mohazzebi; Mahdi Shariatzadeh; Mahdi Eftekhari (CoRR, 2023)

Generating Modern Persian Carpet Map by Style-transfer. - Dorsa Rahmatian; Monireh Moshavash; Mahdi Eftekhari; Kamran Hoseinkhani (CoRR, 2023)

Unsupervised feature selection guided by orthogonal representation of feature space. - Mahsa Samareh Jahani; Gholamreza Aghamollaei; Mahdi Eftekhari; Farid Saberi-Movahed (Neurocomputing, 2023)

A novel framework based on the multi-label classification for dynamic selection of classifiers. - Javad Elmi; Mahdi Eftekhari; Adel Mehrpooya; Mohammad Rezaei-Ravari (Int. J. Mach. Learn. Cybern., 2023)

QuickCharNet: An Efficient URL Classification Framework for Enhanced Search Engine Optimization. - Fardin Rastakhiz; Mahdi Eftekhari; Sahar Vahdati (IEEE Access, 2024)

Low-Redundant Unsupervised Feature Selection based on Data Structure Learning and Feature Orthogonalization. - Mahsa Samareh Jahani; Farid Saberi-Movahed; Mahdi Eftekhari; Gholamreza Aghamollaei; Prayag Tiwari (Expert Syst. Appl., 2024)

A similarity measure based on subspace distance for spectral clustering. - Nadimeh Naseri; Mahdi Eftekhari; Farid Saberi-Movahed; Mehdi Radjabalipour; Lluis A. Belanche (Neurocomputing, 2025)