Mahdi Eftekhari

57 papers B 1Journal 54Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Augmenting RAG with nonnegative matrix factorization-driven semantic chunking in embedding space. J. Supercomput. Faeze Abdolinejad, Mahdi Eftekhari
2025	J	`jnl`	A similarity measure based on subspace distance for spectral clustering. Neurocomputing Nadimeh Naseri, Mahdi Eftekhari, Farid Saberi-Movahed, Mehdi Radjabalipour, Lluis A. Belanche
2024	J	`jnl`	Low-Redundant Unsupervised Feature Selection based on Data Structure Learning and Feature Orthogonalization. Expert Syst. Appl. Mahsa Samareh Jahani, Farid Saberi-Movahed, Mahdi Eftekhari, Gholamreza Aghamollaei, Prayag Tiwari
2024	J	`jnl`	QuickCharNet: An Efficient URL Classification Framework for Enhanced Search Engine Optimization. IEEE Access Fardin Rastakhiz, Mahdi Eftekhari, Sahar Vahdati
2023	J	`jnl`	A novel framework based on the multi-label classification for dynamic selection of classifiers. Int. J. Mach. Learn. Cybern. Javad Elmi, Mahdi Eftekhari, Adel Mehrpooya, Mohammad Rezaei-Ravari
2023	—	`conf`	DINO-CXR: A Self Supervised Method Based on Vision Transformer for Chest X-Ray Classification. ISVC (2) Mohammadreza Shakouri, Fatemeh Iranmanesh, Mahdi Eftekhari
2023	J	`jnl`	DINO-CXR: A self supervised method based on vision transformer for chest X-ray classification. CoRR Mohammadreza Shakouri, Fatemeh Iranmanesh, Mahdi Eftekhari
2023	J	`jnl`	Deep Metric Learning with Soft Orthogonal Proxies. CoRR Farshad Saberi-Movahed, Mohammad Kazem Ebrahimpour, Farid Saberi-Movahed, Monireh Moshavash, Dorsa Rahmatian, Mahvash Mohazzebi, Mahdi Shariatzadeh, Mahdi Eftekhari
2023	J	`jnl`	Generating Modern Persian Carpet Map by Style-transfer. CoRR Dorsa Rahmatian, Monireh Moshavash, Mahdi Eftekhari, Kamran Hoseinkhani
2023	J	`jnl`	Image-Text Connection: Exploring the Expansion of the Diversity Within Joint Feature Space Similarity Scores. IEEE Access Mahsa Mohammadi, Mahdi Eftekhari, Amirhossein Hassani
2023	J	`jnl`	SELF-VS: Self-supervised Encoding Learning For Video Summarization. CoRR Hojjat Mokhtarabadi, Kave Bahraman, Mehrdad Hosseinzadeh, Mahdi Eftekhari
2023	J	`jnl`	Unsupervised feature selection guided by orthogonal representation of feature space. Neurocomputing Mahsa Samareh Jahani, Gholamreza Aghamollaei, Mahdi Eftekhari, Farid Saberi-Movahed
2022	J	`jnl`	A GPU-based accelerated ELM and deep-ELM training algorithms for traditional and deep neural networks classifiers. Intell. Syst. Appl. Arezoo Moradi Chegni, Behnam Ghavami, Mahdi Eftekhari
2022	J	`jnl`	A New Scheme for Image Compression and Encryption Using ECIES, Henon Map, and AEGAN. CoRR Mahdi Shariatzadeh, Mahdi Eftekhari, Mohammad Javad Rostami
2022	J	`jnl`	An Adaptive Image Encryption Scheme Guided by Fuzzy Models. CoRR Mahdi Shariatzadeh, Mohammad Javad Rostami, Mahdi Eftekhari
2022	J	`jnl`	Decoding clinical biomarker space of COVID-19: Exploring matrix factorization-based feature selection methods. Comput. Biol. Medicine 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
2022	J	`jnl`	High dimensionality reduction by matrix factorization for systems pharmacology. Briefings Bioinform. Adel Mehrpooya, Farid Saberi Movahed, Najmeh Azizi Zadeh, Mohammad Rezaei-Ravari, Farshad Saberi-Movahed, Mahdi Eftekhari, Iman Tavassoly
2022	—	`book`	How Fuzzy Concepts Contribute to Machine Learning Mahdi Eftekhari, Adel Mehrpooya, Farid Saberi-Movahed, Vicenç Torra
2022	J	`jnl`	Prediction of the degree of steel corrosion damage in reinforced concrete using field-based data by multi-gene genetic programming approach. Soft Comput. Zahra Rajabi, Mahdi Eftekhari, Mohammad Ghorbani, Maryam Ehteshamzadeh, Hadi Beirami
2021	J	`jnl`	DISCERN: diversity-based selection of centroids for k-estimation and rapid non-stochastic clustering. Int. J. Mach. Learn. Cybern. Ali Hassani, Amir Iranmanesh, Mahdi Eftekhari, Abbas Salemi
2021	J	`jnl`	Dual-manifold regularized regression models for feature selection based on hesitant fuzzy correlation. Knowl. Based Syst. Mahla Mokhtia, Mahdi Eftekhari, Farid Saberi Movahed
2021	J	`jnl`	Multi-Layer Selector(MLS): Dynamic selection based on filtering some competence measures. Appl. Soft Comput. Javad Elmi, Mahdi Eftekhari
2021	J	`jnl`	Regularizing extreme learning machine by dual locally linear embedding manifold learning for training multi-label neural network classifiers. Eng. Appl. Artif. Intell. Mohammad Rezaei-Ravari, Mahdi Eftekhari, Farid Saberi Movahed
2021	J	`jnl`	Unsupervised Feature Selection Based on Spectral Clustering with Maximum Relevancy and Minimum Redundancy Approach. Int. J. Pattern Recognit. Artif. Intell. Bahareh Khozaei, Mahdi Eftekhari
2020	J	`jnl`	Dynamic ensemble selection based on hesitant fuzzy multiple criteria decision making. Soft Comput. Javad Elmi, Mahdi Eftekhari
2020	J	`jnl`	Feature selection based on regularization of sparsity based regression models by hesitant fuzzy correlation. Appl. Soft Comput. Mahla Mokhtia, Mahdi Eftekhari, Farid Saberi Movahed
2020	J	`jnl`	Supervised feature selection by constituting a basis for the original space of features and matrix factorization. Int. J. Mach. Learn. Cybern. Farid Saberi Movahed, Mahdi Eftekhari, Mohammad Mohtashami
2019	J	`jnl`	DISCERN: Diversity-based Selection of Centroids for k-Estimation and Rapid Non-stochastic Clustering. CoRR Ali Hassani, Amir Iranmanesh, Mahdi Eftekhari, Abbas Salemi
2019	J	`jnl`	Diminishing the Effect of Adversarial Perturbations via Refining Feature Representation. CoRR Nader Asadi, AmirMohammad Sarfi, Sahba Tahsini, Mahdi Eftekhari
2019	J	`jnl`	EEFR-R: extracting effective fuzzy rules for regression problems, through the cooperation of association rule mining concepts and evolutionary algorithms. Soft Comput. Fatemeh Aghaeipoor, Mahdi Eftekhari
2019	J	`jnl`	Towards Shape Biased Unsupervised Representation Learning for Domain Generalization. CoRR Nader Asadi, Mehrdad Hosseinzadeh, Mahdi Eftekhari
2018	J	`jnl`	A Fuzzy-Rough based Binary Shuffled Frog Leaping Algorithm for Feature Selection. CoRR Javad Rahimipour Anaraki, Saeed Samet, Mahdi Eftekhari, Chang Wook Ahn
2018	J	`jnl`	CCFS: A cooperating coevolution technique for large scale feature selection on microarray datasets. Comput. Biol. Chem. Mohammad Kazem Ebrahimpour, Hossein Nezamabadi-pour, Mahdi Eftekhari
2018	J	`jnl`	Multi-Manifold based Rotation Forest for classification. Appl. Soft Comput. M. Khamar, Mahdi Eftekhari
2018	J	`jnl`	Omni-Ensemble Learning (OEL): Utilizing Over-Bagging, Static and Dynamic Ensemble Selection Approaches for Software Defect Prediction. Int. J. Artif. Intell. Tools Reza Mousavi, Mahdi Eftekhari, Farhad Rahdari
2017	J	`jnl`	Ensemble of feature selection methods: A hesitant fuzzy sets approach. Appl. Soft Comput. Mohammad Kazem Ebrahimpour, Mahdi Eftekhari
2017	J	`jnl`	Hesitant fuzzy decision tree approach for highly imbalanced data classification. Appl. Soft Comput. Sahar Sardari, Mahdi Eftekhari, Fatemeh Afsari
2017	J	`jnl`	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. Mohammad Kazem Ebrahimpour, Masoumeh Zare, Mahdi Eftekhari, Gholamreza Aghamolaei
2016	J	`jnl`	A Definition for Hesitant fuzzy Partitions. Int. J. Comput. Intell. Syst. Laya Aliahmadipour, Vicenç Torra, Esfandiar Eslami, Mahdi Eftekhari
2016	J	`jnl`	A New Fuzzy-Rough Hybrid Merit to Feature Selection. Trans. Rough Sets Javad Rahimipour Anaraki, Saeed Samet, Wolfgang Banzhaf, Mahdi Eftekhari
2016	J	`jnl`	A two-level multi-gene genetic programming model for speech quality prediction in Voice over Internet Protocol systems. Comput. Electr. Eng. Farhad Rahdari, Mahdi Eftekhari, Reza Mousavi
2016	J	`jnl`	Controller design for multivariable nonlinear control systems based on gradient-based ant colony optimisation. Int. J. Model. Identif. Control. Mojtaba Eftekhari, Mahdi Eftekhari
2016	B	`conf`	Dataset condensation using OWA fuzzy-rough set-based nearest neighbor classifier. FUZZ-IEEE Mehran Amiri, Richard Jensen, Mahdi Eftekhari, Neil Mac Parthaláin
2016	J	`jnl`	Feature selection using multimodal optimization techniques. Neurocomputing Shima Kamyab, Mahdi Eftekhari
2016	J	`jnl`	Unsupervised feature selection method based on sensitivity and correlation concepts for multiclass problems. J. Intell. Fuzzy Syst. Soheila Barchinezhad, Mahdi Eftekhari
2015	J	`jnl`	A fuzzy based memetic algorithm for tuning fuzzy wavelet neural network parameters. J. Intell. Fuzzy Syst. Hojjat-Allah Bazoobandi, Mahdi Eftekhari
2015	J	`jnl`	A new approach to human microRNA target prediction using ensemble pruning and rotation forest. J. Bioinform. Comput. Biol. Reza Mousavi, Mahdi Eftekhari, Mehdi Ghezelbash Haghighi
2015	J	`jnl`	A new ensemble learning methodology based on hybridization of classifier ensemble selection approaches. Appl. Soft Comput. Reza Mousavi, Mahdi Eftekhari
2015	J	`jnl`	Combining classifiers generated by multi-gene genetic programming for protein fold recognition using genetic algorithm. Int. J. Bioinform. Res. Appl. Mahshid Khatibi Bardsiri, Mahdi Eftekhari, Reza Mousavi
2015	J	`jnl`	Neuro-fuzzy adaptive control of a revolute stewart platform carrying payloads of unknown inertia. Robotica Mojtaba Eftekhari, Mahdi Eftekhari, Hossein Karimpour
2015	J	`jnl`	Novel Improvements on the Fuzzy-Rough QuickReduct Algorithm. IEICE Trans. Inf. Syst. Javad Rahimipour Anaraki, Mahdi Eftekhari, Chang Wook Ahn
2014	J	`jnl`	Comparing ensemble learning methods based on decision tree classifiers for protein fold recognition. Int. J. Data Min. Bioinform. Mahshid Khatibi Bardsiri, Mahdi Eftekhari
2014	J	`jnl`	Fuzzy partitioning of continuous attributes through discretization methods to construct fuzzy decision tree classifiers. Inf. Sci. Mohsen Zeinalkhani, Mahdi Eftekhari
2014	J	`jnl`	Generating fuzzy rule base classifier for highly imbalanced datasets using a hybrid of evolutionary algorithms and subtractive clustering. J. Intell. Fuzzy Syst. Mahdi Mahdizadeh, Mahdi Eftekhari
2013	J	`jnl`	Interpretability-based fuzzy decision tree classifier a hybrid of the subtractive clustering and the multi-objective evolutionary algorithm. Soft Comput. Fatemeh Afsari, Mahdi Eftekhari, Esfandiar Eslami, P.-Y. Woo
2013	J	`jnl`	Using a self-adaptive neighborhood scheme with crowding replacement memory in genetic algorithm for multimodal optimization. Swarm Evol. Comput. Shima Kamyab, Mahdi Eftekhari
2012	J	`jnl`	Comparison of different T-norm operators in classification problems CoRR Fahimeh Farahbod, Mahdi Eftekhari