M. Eftekhari

发表

A new unsupervised fuzzy feature ranking measure for feature evaluation

Farzane Foroutan, M. Eftekhari, 2013, 2013 13th Iranian Conference on Fuzzy Systems (IFSC).

Modeling intermolecular potential of He–F2 dimer from symmetry-adapted perturbation theory using multi-gene genetic programming

M. Eftekhari, A. Tajaddini, M. Dehestani, 2013 .

Prediction of the degree of steel corrosion damage in reinforced concrete using field-based data by multi-gene genetic programming approach

M. Eftekhari, Mohammad Ghorbani, Z. Rajabi, 2022, Soft Computing.

Improving LAIM discretization method for multi-label data using evolution strategy

H. Nezamabadi-pour, M. Eftekhari, A. E. Rad, 2018, 2018 3rd Conference on Swarm Intelligence and Evolutionary Computation (CSIEC).

(1707-3832) A HYBRID FILTER-BASED FEATURE SELECTION METHOD VIA HESITANT FUZZY AND ROUGH SETS CONCEPTS

M. Eftekhari, Mohammad Mohtashami, 2018 .

Extracting compact fuzzy rules for nonlinear system modeling using subtractive clustering, GA and unscented filter

Mahdi Eftekhari, S. D. Katebi, M. Eftekhari, 2008 .

Extracting interpretable fuzzy models for nonlinear systems using gradient-based continuous ant colony optimization

M. Eftekhari, M. Eftekhari, M. Zeinalkhani, 2013 .

A New Fuzzy and Correlation Based Feature Selection Method for Multiclass Problems

M. Eftekhari, Soheila Barchinezhad, 2014 .

A new method for feature selection based on fuzzy similarity measures using multi objective genetic algorithm

M. Eftekhari, H. N. Nahook, 2014 .

A New Method to Measure the Similarity between Features in Machine Learning Using the Triangular Fuzzy Number

M. Eftekhari, H. N. Nahook, 2013 .

Proposing an efficient combination of interesting measures for mining association rules via NSGA-II

M. Eftekhari, Babak Rokh, H. Mirvaziri, 2014, 2014 International Congress on Technology, Communication and Knowledge (ICTCK).

EVOLUTIONARY SEARCH FOR LIMIT CYCLE AND CONTROLLER DESIGN IN MULTIVARIABLE NONLINEAR SYSTEMS

S. D. Katebi, M. Eftekhari, 2006 .

A new measure for comparing stopping criteria of fuzzy decision tree

M. Eftekhari, M. Zeinalkhani, 2011 .

A new algorithm for improving deficiencies of past self-organized criticality based extinction algorithms

M. Eftekhari, Donya Yazdani, Ahmadreza Ghaffarizdeh, 2015, 2015 The International Symposium on Artificial Intelligence and Signal Processing (AISP).

A GPU-based accelerated ELM and Deep-ELM training algorithms for traditional and deep neural networks classifiers

M. Eftekhari, B. Ghavami, Arezoo Moradi Chegni, 2022, Intelligent Systems with Applications.

Regularizing extreme learning machine by dual locally linear embedding manifold learning for training multi-label neural network classifiers

Farid Saberi Movahed, Mahdi Eftekhari, Mohammad Rezaei-Ravari, 2021, Eng. Appl. Artif. Intell..

Decoding clinical biomarker space of COVID-19: Exploring matrix factorization-based feature selection methods

M. Eftekhari, M. Najafzadeh, Davood Hajinezhad, 2022, Computers in Biology and Medicine.

DISCERN: diversity-based selection of centroids for k-estimation and rapid non-stochastic clustering pdf

Mahdi Eftekhari, Ali Hassani, Amir Iranmanesh, 2019, International Journal of Machine Learning and Cybernetics.

Rough set based feature selection: A Review

Javad Rahimipour Anaraki, Mahdi Eftekhari, M. Eftekhari, 2013, The 5th Conference on Information and Knowledge Technology.

Improving fuzzy-rough quick reduct for feature selection

Javad Rahimipour Anaraki, Mahdi Eftekhari, M. Eftekhari, 2011, 2011 19th Iranian Conference on Electrical Engineering.

Decoding clinical biomarker space of COVID-19: Exploring matrix factorization-based feature selection methods

M. Eftekhari, Davood Hajinezhad, M. Dorvash, 2021, Computers in Biology and Medicine.

A new approach to human microRNA target prediction using ensemble pruning and rotation forest

Mahdi Eftekhari, Reza Mousavi, Mehdi Ghezelbash Haghighi, 2015, J. Bioinform. Comput. Biol..

Interpretability-based fuzzy decision tree classifier a hybrid of the subtractive clustering and the multi-objective evolutionary algorithm

Fatemeh Afsari, Esfandiar Eslami, Mahdi Eftekhari, 2013, Soft Computing.

A Fuzzy Expert System for Distinguishing between Bacterial and Aseptic Meningitis

Mahdi Eftekhari, Mostafa Langarizadeh, Hassan Khajehpour, 2015 .

A CO2-Oil Minimum Miscibility Pressure Model Based on Multi-Gene Genetic Programming

Mohammad Ranjbar, Mahdi Eftekhari, Mehdi Rezaei, 2013 .

Comparison of different T-norm operators in classification problems pdf

Mahdi Eftekhari, Fahimeh Farahbod, M. Eftekhari, 2012, ArXiv.

Ensemble of feature selection methods: A hesitant fuzzy sets approach

Mohammad Kazem Ebrahimpour, Mahdi Eftekhari, M. Eftekhari, 2017, Appl. Soft Comput..

Generating fuzzy rule base classifier for highly imbalanced datasets using a hybrid of evolutionary algorithms and subtractive clustering

M. Eftekhari, Mahdi Mahdizadeh, M. Eftekhari, 2014, J. Intell. Fuzzy Syst..

Study of the Status and Causes of Culling In Dairy Cattle in Qazvin Province

M. Eftekhari, M. Eftekhari, A. Aghashahi, 2020, Research on Animal Production.

Application of R2PSO Algorithm in Crack Detection of Functionally Graded Beams

Mohammad Hosseini, Mahdi Eftekhari, Shima Kamyab, 2017 .

Using a self-adaptive neighborhood scheme with crowding replacement memory in genetic algorithm for multimodal optimization

Mahdi Eftekhari, Shima Kamyab, M. Eftekhari, 2013, Swarm Evol. Comput..

Comparison of Hybrid and Filter Feature Selection Methods to Identify Candidate Single Nucleotide Polymorphisms

Mahdi Eftekhari, Farideh Halakou, Ali Esmailizadeh, 2015 .

Multi-Manifold based Rotation Forest for classification

M. Eftekhari, M. Khamar, M. Eftekhari, 2018, Appl. Soft Comput..

Fuzzy partitioning of continuous attributes through discretization methods to construct fuzzy decision tree classifiers

Mahdi Eftekhari, Mohsen Zeinalkhani, M. Eftekhari, 2014, Inf. Sci..

Multi-Layer Selector(MLS): Dynamic selection based on filtering some competence measures

Mahdi Eftekhari, Javad Elmi, M. Eftekhari, 2021, Appl. Soft Comput..

Impact of economic and government investment in residential solar power plant on energy system sustainability

M. Eftekhari, A. Mostafaeipour, P. Aungkulanon, 2022, Sustainable Energy Technologies and Assessments.

High Dimensionality Reduction by Matrix Factorization for Systems Pharmacology

M. Eftekhari, I. Tavassoly, F. Saberi-Movahed, 2021, bioRxiv.

A New Scheme for Image Compression and Encryption Using ECIES, Henon Map, and AEGAN

M. Eftekhari, Mahdi Shariatzadeh, M. Rostami, 2022, Social Science Research Network.

Supervised feature selection by constituting a basis for the original space of features and matrix factorization

Farid Saberi Movahed, Mahdi Eftekhari, Mohammad Mohtashami, 2020, Int. J. Mach. Learn. Cybern..

Preliminaries

M. Eftekhari, Adel Mehrpooya, Farid Saberi-Movahed, 2022, How Fuzzy Concepts Contribute to Machine Learning.

EEFR-R: extracting effective fuzzy rules for regression problems, through the cooperation of association rule mining concepts and evolutionary algorithms

Mahdi Eftekhari, Fatemeh Aghaeipoor, M. Eftekhari, 2019, Soft Comput..

EEFR-R: extracting effective fuzzy rules for regression problems, through the cooperation of association rule mining concepts and evolutionary algorithms

M. Eftekhari, Fatemeh Aghaeipoor, 2019, Soft Computing.

Using Naïve Bayes Classifier to Accelerate Constructing Fuzzy Intrusion Detection Systems

Farshid Keynia, Mehran Amiri, Mahdi Eftekhari, 2013 .

A Differential Evolution and Spatial Distribution based Local Search for Training Fuzzy Wavelet Neural Network

Mahdi Eftekhari, Hojjat Allah Bazoobandi, M. Eftekhari, 2014 .

Identification of dynamic plants using Fuzzy Wavelet Network: A multimodal memetic approach

Mahdi Eftekhari, Hojjat Allah Bazoobandi, M. Eftekhari, 2014, 2014 Iranian Conference on Intelligent Systems (ICIS).

Automatic Model-Based Software Performance Optimization Based on MOPSO

Mahdi Eftekhari, Maryam Amoozegar, M. Eftekhari, 2011 .

Feature subset selection using Information Energy and correlation coefficients of hesitant fuzzy sets

Mohammad Kazem Ebrahimpour, Mahdi Eftekhari, M. Eftekhari, 2015, 2015 7th Conference on Information and Knowledge Technology (IKT).

Proposing a novel feature selection algorithm based on Hesitant Fuzzy Sets and correlation concepts

Mohammad Kazem Ebrahimpour, Mahdi Eftekhari, M. Eftekhari, 2015, 2015 The International Symposium on Artificial Intelligence and Signal Processing (AISP).

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, 2017, Eng. Appl. Artif. Intell..

A Feature Selection Method Based on ∩ - Fuzzy Similarity Measures Using Multi Objective Genetic Algorithm

Mahdi Eftekhari, Hassan Nosrati Nahook, M. Eftekhari, 2013 .

A new ensemble learning methodology based on hybridization of classifier ensemble selection approaches

Mahdi Eftekhari, Reza Mousavi, M. Eftekhari, 2015, Appl. Soft Comput..

A New Fuzzy-Rough Hybrid Merit to Feature Selection

Wolfgang Banzhaf, Javad Rahimipour Anaraki, Mahdi Eftekhari, 2016, Trans. Rough Sets.

Novel Improvements on the Fuzzy-Rough QuickReduct Algorithm

Chang Wook Ahn, Javad Rahimipour Anaraki, Mahdi Eftekhari, 2015, IEICE Trans. Inf. Syst..

Proposing a novel Dynamic AES for image encryption using a chaotic map key management approach

Mahdi Eftekhari, Mohammad Javad Rostami, Mahdi Shariatzadeh, 2021 .

Dual-manifold regularized regression models for feature selection based on hesitant fuzzy correlation

Farid Saberi Movahed, Mahdi Eftekhari, Mahla Mokhtia, 2021, Knowl. Based Syst..

Proposing an evolutionary-fuzzy method for software defects detection

Mahdi Eftekhari, Mojtaba Khamar, Maryam Majidi momenabadi, 2019, Signal and Data Processing.

Modeling the perceived voice quality for VOIP system based on Neuro-fuzzy: A comparative study

Mahdi Eftekhari, Farhad Rahdari, M. Eftekhari, 2011 .

Unsupervised feature selection method based on sensitivity and correlation concepts for multiclass problems

Mahdi Eftekhari, Soheila Barchinezhad, M. Eftekhari, 2016, Journal of Intelligent & Fuzzy Systems.

Feature selection using multimodal optimization techniques

Mahdi Eftekhari, Shima Kamyab, M. Eftekhari, 2016, Neurocomputing.

Towards Shape Biased Unsupervised Representation Learning for Domain Generalization

M. Eftekhari, Nader Asadi, M. Hosseinzadeh, 2019, ArXiv.

Comparing ensemble learning methods based on decision tree classifiers for protein fold recognition

Mahdi Eftekhari, Mahshid Khatibi Bardsiri, M. Eftekhari, 2014, Int. J. Data Min. Bioinform..

Deep Metric Learning with Soft Orthogonal Proxies

M. Eftekhari, M. K. Ebrahimpour, F. Saberi-Movahed, 2023, ArXiv.

Dynamic ensemble selection based on hesitant fuzzy multiple criteria decision making

V. Torra, M. Eftekhari, Adel Mehrpooya, 2020, Soft Computing.

A Multimodal Emotion Recognition System Using Facial Landmark Analysis

Mahdi Eftekhari, Esmat Rashedi, Farhad Rahdari, 2018, Iranian Journal of Science and Technology, Transactions of Electrical Engineering.

Supervised feature selection via matrix factorization based on singular value decomposition

Masoumeh Zare, Mahdi Eftekhari, Gholamreza Aghamollaei, 2019, Chemometrics and Intelligent Laboratory Systems.

Unsupervised feature selection guided by orthogonal representation of feature space

M. Eftekhari, G. Aghamollaei, Farid Saberi-Movahed, 2022, Neurocomputing.

Diminishing the Effect of Adversarial Perturbations via Refining Feature Representation

M. Eftekhari, Nader Asadi, Amirm. Sarfi, 2019, ArXiv.

CCFS: A cooperating coevolution technique for large scale feature selection on microarray datasets

Hossein Nezamabadi-pour, Mohammad Kazem Ebrahimpour, Mahdi Eftekhari, 2018, Comput. Biol. Chem..

Decoding clinical biomarker space of COVID-19: Exploring matrix factorization-based feature selection methods

M. Eftekhari, M. Najafzadeh, Davood Hajinezhad, 2022 .

A Fuzzy-Rough based Binary Shuffled Frog Leaping Algorithm for Feature Selection pdf

Chang Wook Ahn, Javad Rahimipour Anaraki, Mahdi Eftekhari, 2018, ArXiv.

Comparing Different Stopping Criteria for Fuzzy Decision Tree Induction Through IDFID3

Mahdi Eftekhari, Mohsen Zeinalkhani, M. Eftekhari, 2014, How Fuzzy Concepts Contribute to Machine Learning.

A Fuzzy-Rough Feature Selection Based on Binary Shuffled Frog Leaping Algorithm

Chang Wook Ahn, Javad Rahimipour Anaraki, Mahdi Eftekhari, 2018 .

Controller design for multivariable nonlinear control systems based on gradient-based ant colony optimisation

Mahdi Eftekhari, Mojtaba Eftekhari, M. Eftekhari, 2016, Int. J. Model. Identif. Control..

Distributed feature selection: A hesitant fuzzy correlation concept for microarray high-dimensional datasets

Mohammad Kazem Ebrahimpour, Mahdi Eftekhari, M. Eftekhari, 2018 .

SELF-VS: Self-supervised Encoding Learning For Video Summarization

M. Eftekhari, M. Hosseinzadeh, Hojjat Mokhtarabadi, 2023, ArXiv.

A novel framework based on the multi-label classification for dynamic selection of classifiers

M. Eftekhari, Adel Mehrpooya, Javad Elmi, 2023, International Journal of Machine Learning and Cybernetics.

Dynamic ensemble selection based on hesitant fuzzy multiple criteria decision making

Mahdi Eftekhari, Javad Elmi, M. Eftekhari, 2020, Soft Comput..

DINO-CXR: A self supervised method based on vision transformer for chest X-ray classification

M. Eftekhari, M. Shakouri, F. Iranmanesh, 2023, ISVC.

Combining classifiers generated by multi-gene genetic programming for protein fold recognition using genetic algorithm

Mahdi Eftekhari, Reza Mousavi, Mahshid Khatibi Bardsiri, 2015, Int. J. Bioinform. Res. Appl..

Designing fuzzy imbalanced classifier based on the subtractive clustering and Genetic Programming

Mahdi Eftekhari, M. Eftekhari, Mahboubeh Mahdizadeh, 2013, 2013 13th Iranian Conference on Fuzzy Systems (IFSC).

A New Hybrid Approach for Modeling Accurate Fuzzy Rule Based Classification Systems

Mahdi Eftekhari, Fahimeh Farahbod, M. Eftekhari, 2014 .

A NEW CLUSTERING-BASED APPROACH FOR MODELING FUZZY RULE-BASED CLASSIFICATION SYSTEMS

Farhang Farahbod, M Eftekhari, M. Eftekhari, 2013 .

A Hybrid Filter-Based Feature Selection Method via Hesitant Fuzzy and Rough Sets Concepts

Mahdi Eftekhari, Mohammad Mohtashami, M. Eftekhari, 2018, How Fuzzy Concepts Contribute to Machine Learning.

Feature selection based on regularization of sparsity based regression models by hesitant fuzzy correlation

Farid Saberi Movahed, Mahdi Eftekhari, Mahla Mokhtia, 2020, Appl. Soft Comput..

Reinforcement learning control of four degree of freedom inverted pendulum

M. Eftekhari, M. Eftekhari, Seyed Morteza Khoshroo, 2018 .

A Definition for Hesitant fuzzy Partitions

Esfandiar Eslami, Vicenç Torra, Mahdi Eftekhari, 2016, Int. J. Comput. Intell. Syst..

Improving rotation forest performance for imbalanced data classification through fuzzy clustering

Mahdi Eftekhari, Mehrdad Hosseinzadeh, M. Eftekhari, 2015, 2015 The International Symposium on Artificial Intelligence and Signal Processing (AISP).

Generating Modern Persian Carpet Map by Style-transfer

M. Eftekhari, Monireh Moshavash, Dorsa Rahmatian, 2023, ArXiv.

DISCERN: diversity-based selection of centroids for k-estimation and rapid non-stochastic clustering

M. Eftekhari, A. Salemi, Ali Hassani, 2019, International Journal of Machine Learning and Cybernetics.