Mahdi Eftekhari

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 47

Top Topics

Subtractive Clustering

Fuzzy Partitions

Feature Selection

Microarray Datasets

Top Venues

Appl. Soft Comput.

J. Intell. Fuzzy Syst.

Int. J. Mach. Learn. Cybern.

Publications

Mahsa Samareh Jahani, Farid Saberi-Movahed, Mahdi Eftekhari, Gholamreza Aghamollaei, Prayag Tiwari
Low-Redundant Unsupervised Feature Selection based on Data Structure Learning and Feature Orthogonalization. Expert Syst. Appl. 240 (2024)
Mohammadreza Shakouri, Fatemeh Iranmanesh, Mahdi Eftekhari
DINO-CXR: A Self Supervised Method Based on Vision Transformer for Chest X-Ray Classification. ISVC (2) (2023)
Dorsa Rahmatian, Monireh Moshavash, Mahdi Eftekhari, Kamran Hoseinkhani
Generating Modern Persian Carpet Map by Style-transfer. CoRR (2023)
Mahsa Mohammadi, Mahdi Eftekhari, Amirhossein Hassani
Image-Text Connection: Exploring the Expansion of the Diversity Within Joint Feature Space Similarity Scores. IEEE Access 11 (2023)
Mahsa Samareh Jahani, Gholamreza Aghamollaei, Mahdi Eftekhari, Farid Saberi-Movahed
Unsupervised feature selection guided by orthogonal representation of feature space. Neurocomputing 516 (2023)
Javad Elmi, Mahdi Eftekhari, Adel Mehrpooya, Mohammad Rezaei-Ravari
A novel framework based on the multi-label classification for dynamic selection of classifiers. Int. J. Mach. Learn. Cybern. 14 (6) (2023)
Farshad Saberi-Movahed, Mohammad Kazem Ebrahimpour, Farid Saberi-Movahed, Monireh Moshavash, Dorsa Rahmatian, Mahvash Mohazzebi, Mahdi Shariatzadeh, Mahdi Eftekhari
Deep Metric Learning with Soft Orthogonal Proxies. CoRR (2023)
Hojjat Mokhtarabadi, Kave Bahraman, Mehrdad Hosseinzadeh, Mahdi Eftekhari
SELF-VS: Self-supervised Encoding Learning For Video Summarization. CoRR (2023)
Mohammadreza Shakouri, Fatemeh Iranmanesh, Mahdi Eftekhari
DINO-CXR: A self supervised method based on vision transformer for chest X-ray classification. CoRR (2023)
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, Elnaz Farbod, Farinaz Safavi, Mohammadreza Dorvash, Negar Mottaghi-Dastjerdi, Shahrzad Vahedi, Mahdi Eftekhari, Farid Saberi-Movahed, Hamid Alinejad-Rokny, Shahab S. Band, Iman Tavassoly
Decoding clinical biomarker space of COVID-19: Exploring matrix factorization-based feature selection methods. Comput. Biol. Medicine 146 (2022)
Mahdi Shariatzadeh, Mohammad Javad Rostami, Mahdi Eftekhari
An Adaptive Image Encryption Scheme Guided by Fuzzy Models. CoRR (2022)
Adel Mehrpooya, Farid Saberi Movahed, Najmeh Azizi Zadeh, Mohammad Rezaei-Ravari, Farshad Saberi-Movahed, Mahdi Eftekhari, Iman Tavassoly
High dimensionality reduction by matrix factorization for systems pharmacology. Briefings Bioinform. 23 (1) (2022)
Arezoo Moradi Chegni, Behnam Ghavami, Mahdi Eftekhari
A GPU-based accelerated ELM and deep-ELM training algorithms for traditional and deep neural networks classifiers. Intell. Syst. Appl. 15 (2022)
Mahdi Shariatzadeh, Mahdi Eftekhari, Mohammad Javad Rostami
A New Scheme for Image Compression and Encryption Using ECIES, Henon Map, and AEGAN. CoRR (2022)
Zahra Rajabi, Mahdi Eftekhari, Mohammad Ghorbani, Maryam Ehteshamzadeh, Hadi Beirami
Prediction of the degree of steel corrosion damage in reinforced concrete using field-based data by multi-gene genetic programming approach. Soft Comput. 26 (18) (2022)
Javad Elmi, Mahdi Eftekhari
Multi-Layer Selector(MLS): Dynamic selection based on filtering some competence measures. Appl. Soft Comput. 104 (2021)
Mahla Mokhtia, Mahdi Eftekhari, Farid Saberi Movahed
Dual-manifold regularized regression models for feature selection based on hesitant fuzzy correlation. Knowl. Based Syst. 229 (2021)
Mohammad Rezaei-Ravari, Mahdi Eftekhari, Farid Saberi Movahed
Regularizing extreme learning machine by dual locally linear embedding manifold learning for training multi-label neural network classifiers. Eng. Appl. Artif. Intell. 97 (2021)
Ali Hassani, Amir Iranmanesh, Mahdi Eftekhari, Abbas Salemi
DISCERN: diversity-based selection of centroids for k-estimation and rapid non-stochastic clustering. Int. J. Mach. Learn. Cybern. 12 (3) (2021)
Bahareh Khozaei, Mahdi Eftekhari
Unsupervised Feature Selection Based on Spectral Clustering with Maximum Relevancy and Minimum Redundancy Approach. Int. J. Pattern Recognit. Artif. Intell. 35 (11) (2021)
Javad Elmi, Mahdi Eftekhari
Dynamic ensemble selection based on hesitant fuzzy multiple criteria decision making. Soft Comput. 24 (16) (2020)
Mahla Mokhtia, Mahdi Eftekhari, Farid Saberi Movahed
Feature selection based on regularization of sparsity based regression models by hesitant fuzzy correlation. Appl. Soft Comput. 91 (2020)
Farid Saberi Movahed, Mahdi Eftekhari, Mohammad Mohtashami
Supervised feature selection by constituting a basis for the original space of features and matrix factorization. Int. J. Mach. Learn. Cybern. 11 (7) (2020)
Nader Asadi, Mehrdad Hosseinzadeh, Mahdi Eftekhari
Towards Shape Biased Unsupervised Representation Learning for Domain Generalization. CoRR (2019)
Nader Asadi, AmirMohammad Sarfi, Sahba Tahsini, Mahdi Eftekhari
Diminishing the Effect of Adversarial Perturbations via Refining Feature Representation. CoRR (2019)
Fatemeh Aghaeipoor, Mahdi Eftekhari
EEFR-R: extracting effective fuzzy rules for regression problems, through the cooperation of association rule mining concepts and evolutionary algorithms. Soft Comput. 23 (22) (2019)
Ali Hassani, Amir Iranmanesh, Mahdi Eftekhari, Abbas Salemi
DISCERN: Diversity-based Selection of Centroids for k-Estimation and Rapid Non-stochastic Clustering. CoRR (2019)
Mohammad Kazem Ebrahimpour, Hossein Nezamabadi-pour, Mahdi Eftekhari
CCFS: A cooperating coevolution technique for large scale feature selection on microarray datasets. Comput. Biol. Chem. 73 (2018)
Javad Rahimipour Anaraki, Saeed Samet, Mahdi Eftekhari, Chang Wook Ahn
A Fuzzy-Rough based Binary Shuffled Frog Leaping Algorithm for Feature Selection. CoRR (2018)
M. Khamar, Mahdi Eftekhari
Multi-Manifold based Rotation Forest for classification. Appl. Soft Comput. 68 (2018)
Reza Mousavi, Mahdi Eftekhari, Farhad Rahdari
Omni-Ensemble Learning (OEL): Utilizing Over-Bagging, Static and Dynamic Ensemble Selection Approaches for Software Defect Prediction. Int. J. Artif. Intell. Tools 27 (6) (2018)
Mohammad Kazem Ebrahimpour, Mahdi Eftekhari
Ensemble of feature selection methods: A hesitant fuzzy sets approach. Appl. Soft Comput. 50 (2017)
Sahar Sardari, Mahdi Eftekhari, Fatemeh Afsari
Hesitant fuzzy decision tree approach for highly imbalanced data classification. Appl. Soft Comput. 61 (2017)
Mohammad Kazem Ebrahimpour, Masoumeh Zare, Mahdi Eftekhari, Gholamreza Aghamolaei
Occam's razor in dimension reduction: Using reduced row Echelon form for finding linear independent features in high dimensional microarray datasets. Eng. Appl. Artif. Intell. 62 (2017)
Javad Rahimipour Anaraki, Saeed Samet, Wolfgang Banzhaf, Mahdi Eftekhari
A New Fuzzy-Rough Hybrid Merit to Feature Selection. Trans. Rough Sets 20 (2016)
Farhad Rahdari, Mahdi Eftekhari, Reza Mousavi
A two-level multi-gene genetic programming model for speech quality prediction in Voice over Internet Protocol systems. Comput. Electr. Eng. 49 (2016)
Shima Kamyab, Mahdi Eftekhari
Feature selection using multimodal optimization techniques. Neurocomputing 171 (2016)
Mojtaba Eftekhari, Mahdi Eftekhari
Controller design for multivariable nonlinear control systems based on gradient-based ant colony optimisation. Int. J. Model. Identif. Control. 25 (1) (2016)
Soheila Barchinezhad, Mahdi Eftekhari
Unsupervised feature selection method based on sensitivity and correlation concepts for multiclass problems. J. Intell. Fuzzy Syst. 30 (5) (2016)
Mehran Amiri, Richard Jensen, Mahdi Eftekhari, Neil Mac Parthaláin
Dataset condensation using OWA fuzzy-rough set-based nearest neighbor classifier. FUZZ-IEEE (2016)
Laya Aliahmadipour, Vicenç Torra, Esfandiar Eslami, Mahdi Eftekhari
A Definition for Hesitant fuzzy Partitions. Int. J. Comput. Intell. Syst. 9 (3) (2016)
Hojjat-Allah Bazoobandi, Mahdi Eftekhari
A fuzzy based memetic algorithm for tuning fuzzy wavelet neural network parameters. J. Intell. Fuzzy Syst. 29 (1) (2015)
Reza Mousavi, Mahdi Eftekhari
A new ensemble learning methodology based on hybridization of classifier ensemble selection approaches. Appl. Soft Comput. 37 (2015)
Javad Rahimipour Anaraki, Mahdi Eftekhari, Chang Wook Ahn
Novel Improvements on the Fuzzy-Rough QuickReduct Algorithm. IEICE Trans. Inf. Syst. (2) (2015)
Mahshid Khatibi Bardsiri, Mahdi Eftekhari, Reza Mousavi
Combining classifiers generated by multi-gene genetic programming for protein fold recognition using genetic algorithm. Int. J. Bioinform. Res. Appl. 11 (2) (2015)
Reza Mousavi, Mahdi Eftekhari, Mehdi Ghezelbash Haghighi
A new approach to human microRNA target prediction using ensemble pruning and rotation forest. J. Bioinform. Comput. Biol. 13 (6) (2015)
Mojtaba Eftekhari, Mahdi Eftekhari, Hossein Karimpour
Neuro-fuzzy adaptive control of a revolute stewart platform carrying payloads of unknown inertia. Robotica 33 (9) (2015)
Mohsen Zeinalkhani, Mahdi Eftekhari
Fuzzy partitioning of continuous attributes through discretization methods to construct fuzzy decision tree classifiers. Inf. Sci. 278 (2014)
Mahshid Khatibi Bardsiri, Mahdi Eftekhari
Comparing ensemble learning methods based on decision tree classifiers for protein fold recognition. Int. J. Data Min. Bioinform. 9 (1) (2014)
Mahdi Mahdizadeh, Mahdi Eftekhari
Generating fuzzy rule base classifier for highly imbalanced datasets using a hybrid of evolutionary algorithms and subtractive clustering. J. Intell. Fuzzy Syst. 27 (6) (2014)
Fatemeh Afsari, Mahdi Eftekhari, Esfandiar Eslami, P.-Y. Woo
Interpretability-based fuzzy decision tree classifier a hybrid of the subtractive clustering and the multi-objective evolutionary algorithm. Soft Comput. 17 (9) (2013)
Shima Kamyab, Mahdi Eftekhari
Using a self-adaptive neighborhood scheme with crowding replacement memory in genetic algorithm for multimodal optimization. Swarm Evol. Comput. 12 (2013)
Fahimeh Farahbod, Mahdi Eftekhari
Comparison of different T-norm operators in classification problems CoRR (2012)