Mehdi Ghatee

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 40

Top Topics

Subspace Clustering

Unsupervised Feature Selection

Sparse Learning

Top Venues

Expert Syst. Appl.

IEEE Trans. Intell. Transp. Syst.

Neural Networks

Publications

Rouhollah Ahmadian, Mehdi Ghatee, Johan Wahlström
Superior Scoring Rules for Probabilistic Evaluation of Single-Label Multi-Class Classification Tasks. CoRR (2024)
Mohsen Saffarian, Malihe Niksirat, Mehdi Ghatee, Seyed Hadi Nasseri
Branch-and-Price Based Heuristic Algorithm for Fuzzy Multi-Depot Bus Scheduling Problem. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 31 (5) (2023)
Marzieh Heidari, Mehdi Ghatee, Ahmad Nickabadi, Arash Pourhasan Nezhad
Diverse and styled image captioning using singular value decomposition-based mixture of recurrent experts. Concurr. Comput. Pract. Exp. 34 (22) (2022)
Alireza Rahai, Mohammad Rahai, Mostafa Iraniparast, Mehdi Ghatee
Surface Crack Detection using Deep Convolutional Neural Network in Concrete Structures. IPAS (2022)
Mohsen Ghassemi Parsa, Hadi Zare, Mehdi Ghatee
Low-rank dictionary learning for unsupervised feature selection. Expert Syst. Appl. 202 (2022)
Neda Binesh, Mehdi Ghatee
Distance-aware optimization model for influential nodes identification in social networks with independent cascade diffusion. Inf. Sci. 581 (2021)
Mohammad Mahdi Bejani, Mehdi Ghatee
Least auxiliary loss-functions with impact growth adaptation (Laliga) for convolutional neural networks. Neurocomputing 453 (2021)
Shiva Rahimipour, Mehdi Ghatee, S. Mehdi Hashemi, Ahmad Nickabadi
A hybrid of neuro-fuzzy inference system and hidden Markov Model for activity-based mobility modeling of cellphone users. Comput. Commun. 173 (2021)
Sajad Dadgar, Mehdi Ghatee
Checkovid: A COVID-19 misinformation detection system on Twitter using network and content mining perspectives. CoRR (2021)
Mohammad Mahdi Bejani, Mehdi Ghatee
Adaptive Low-Rank Regularization with Damping Sequences to Restrict Lazy Weights in Deep Networks. CoRR (2021)
Mohammad Mahdi Bejani, Mehdi Ghatee
A systematic review on overfitting control in shallow and deep neural networks. Artif. Intell. Rev. 54 (8) (2021)
Mohsen Ghassemi Parsa, Hadi Zare, Mehdi Ghatee
Low-rank Dictionary Learning for Unsupervised Feature Selection. CoRR (2021)
Mohammad Mahdi Bejani, Mehdi Ghatee
Theory of adaptive SVD regularization for deep neural networks. Neural Networks 128 (2020)
Marzieh Heidari, Mehdi Ghatee, Ahmad Nickabadi, Arash Pourhasan Nezhad
Diverse and Styled Image Captioning Using SVD-Based Mixture of Recurrent Experts. CoRR (2020)
Shadi Abpeikar, Mehdi Ghatee, Gian Luca Foresti, Christian Micheloni
Adaptive neural tree exploiting expert nodes to classify high-dimensional data. Neural Networks 124 (2020)
Hadi Zare, Mohsen Ghasemi Parsa, Mehdi Ghatee, Sasan Hossein Alizadeh
Similarity Preserving Unsupervised Feature Selection based on Sparse Learning. IST (2020)
Ali Pashaei, Mehdi Ghatee, Hedieh Sajedi
Convolution neural network joint with mixture of extreme learning machines for feature extraction and classification of accident images. J. Real Time Image Process. 17 (4) (2020)
Mohammad Mahdi Bejani, Mehdi Ghatee
Adaptive Low-Rank Factorization to regularize shallow and deep neural networks. CoRR (2020)
Mohammad Mahdi Bejani, Mehdi Ghatee
Convolutional Neural Network With Adaptive Regularization to Classify Driving Styles on Smartphones. IEEE Trans. Intell. Transp. Syst. 21 (2) (2020)
Mohsen Ghassemi Parsa, Hadi Zare, Mehdi Ghatee
Unsupervised feature selection based on adaptive similarity learning and subspace clustering. Eng. Appl. Artif. Intell. 95 (2020)
Ruhallah Ahmadian, Mehdi Ghatee
Driver Identification by Neural Network on Extracted Statistical Features from Smartphone Data. CoRR (2020)
Mohsen Ghassemi Parsa, Hadi Zare, Mehdi Ghatee
Unsupervised Feature Selection based on Adaptive Similarity Learning and Subspace Clustering. CoRR (2019)
Shadi Abpeykar, Mehdi Ghatee, Hadi Zare
Ensemble decision forest of RBF networks via hybrid feature clustering approach for high-dimensional data classification. Comput. Stat. Data Anal. 131 (2019)
Shadi Abpeykar, Mehdi Ghatee
Neural trees with peer-to-peer and server-to-client knowledge transferring models for high-dimensional data classification. Expert Syst. Appl. 137 (2019)
Shadi Abpeykar, Mehdi Ghatee
An ensemble of RBF neural networks in decision tree structure with knowledge transferring to accelerate multi-classification. Neural Comput. Appl. 31 (11) (2019)
Hamid Reza Eftekhari, Mehdi Ghatee
A similarity-based neuro-fuzzy modeling for driving behavior recognition applying fusion of smartphone sensors. J. Intell. Transp. Syst. 23 (1) (2019)
Mohammad Mahdi Bejani, Mehdi Ghatee
Regularized Deep Networks in Intelligent Transportation Systems: A Taxonomy and a Case Study. CoRR (2019)
Shadi Abpeykar, Mehdi Ghatee
A real-time rule-based system for bridge management based on CART decision tree and SMO algorithms. CoRR (2018)
Fateme Teimouri, Mehdi Ghatee
A real-time warning system for rear-end collision based on random forest classifier. CoRR (2018)
Roya Bastani Zadeh, Mehdi Ghatee, Hamid Reza Eftekhari
Three-Phases Smartphone-Based Warning System to Protect Vulnerable Road Users Under Fuzzy Conditions. IEEE Trans. Intell. Transp. Syst. 19 (7) (2018)
Arash Raeisi Gahrouei, Mehdi Ghatee
Auction-based approximate algorithm for Grid system scheduling under resource provider strategies. CoRR (2018)
Roya Lotfi, Mehdi Ghatee
Smartphone based Driving Style Classification Using Features Made by Discrete Wavelet Transform. CoRR (2018)
Sima Sharifirad, Azra Nazari, Mehdi Ghatee
Modified SMOTE Using Mutual Information and Different Sorts of Entropies. CoRR (2018)
Arash Raeisi Gahrouei, Mehdi Ghatee
Effective Implementation of GPU-based Revised Simplex algorithm applying new memory management and cycle avoidance strategies. CoRR (2018)
Hamid Reza Eftekhari, Mehdi Ghatee
The lower bound for dynamic parking prices to decrease congestion through CBD. Oper. Res. 17 (3) (2017)
Ashkan Fakhri, Mehdi Ghatee, Antonios Fragkogios, Georgios K. D. Saharidis
Benders decomposition with integer subproblem. Expert Syst. Appl. 89 (2017)
Elham Abbasi, Mohammad Ebrahim Shiri, Mehdi Ghatee
A regularized root-quartic mixture of experts for complex classification problems. Knowl. Based Syst. 110 (2016)
Hamid Reza Eftekhari, A. Jalaeian Bashirzadeh, Mehdi Ghatee
Binary Programing Model to Optimize RSU Placement for Information Dissemination. VEHITS (2016)
Elham Abbasi, Mohammad Ebrahim Shiri, Mehdi Ghatee
Root-quatric mixture of experts for complex classification problems. Expert Syst. Appl. 53 (2016)
Malihe Niksirat, S. Mehdi Hashemi, Mehdi Ghatee
Branch-and-price algorithm for fuzzy integer programming problems with block angular structure. Fuzzy Sets Syst. 296 (2016)
Reza Asadi, Mehdi Ghatee
A Rule-Based Decision Support System in Intelligent Hazmat Transportation System. IEEE Trans. Intell. Transp. Syst. 16 (5) (2015)
Hamid Reza Eftekhari, A. Jalaeian Bashirzadeh, Mehdi Ghatee
Binary programming model to optimize RSU placement for information dissemination. ICCVE (2015)
Mehdi Ghatee, Malihe Niksirat
A Hopfield neural network applied to the fuzzy maximum cut problem under credibility measure. Inf. Sci. 229 (2013)
Elham Abbasi, Mehdi Ghatee, Mohammad Ebrahim Shiri
FRAN and RBF-PSO as two components of a hyper framework to recognize protein folds. Comput. Biol. Medicine 43 (9) (2013)
Ashkan Fakhri, Mehdi Ghatee
Solution of preemptive multi-objective network design problems applying Benders decomposition method. Ann. Oper. Res. 210 (1) (2013)
M. S. Beyranvand, M. Reza Peyghami, Mehdi Ghatee
On the quadratic model for unrelated parallel machine scheduling problem with restrictive common due date. Optim. Lett. 6 (8) (2012)
Mehdi Ghatee
QoS-based cooperative algorithm for integral multi-commodity flow problem. Comput. Commun. 34 (7) (2011)
Mehdi Dehghan, Mehdi Ghatee, Behnam Hashemi
Inverse of a fuzzy matrix of fuzzy numbers. Int. J. Comput. Math. 86 (8) (2009)
Mehdi Ghatee, S. Mehdi Hashemi
Application of fuzzy minimum cost flow problems to network design under uncertainty. Fuzzy Sets Syst. 160 (22) (2009)
Mehdi Ghatee, S. Mehdi Hashemi
Optimal network design and storage management in petroleum distribution network under uncertainty. Eng. Appl. Artif. Intell. 22 (4-5) (2009)
Mehdi Ghatee, S. Mehdi Hashemi
Some concepts of the fuzzy multicommodity flow problem and their application in fuzzy network design. Math. Comput. Model. 49 (5-6) (2009)
Mehdi Ghatee, S. Mehdi Hashemi
Traffic assignment model with fuzzy level of travel demand: An efficient algorithm based on quasi-Logit formulas. Eur. J. Oper. Res. 194 (2) (2009)
Mehdi Ghatee, S. Mehdi Hashemi, Masoud Zarepisheh, Esmaile Khorram
Preemptive priority-based algorithms for fuzzy minimal cost flow problem: An application in hazardous materials transportation. Comput. Ind. Eng. 57 (1) (2009)
Mehdi Ghatee, Ali Mohades
Motion planning in order to optimize the length and clearance applying a Hopfield neural network. Expert Syst. Appl. 36 (3) (2009)
Mehdi Ghatee, S. Mehdi Hashemi, Behnam Hashemi, Mehdi Dehghan
The solution and duality of imprecise network problems. Comput. Math. Appl. 55 (12) (2008)
Mehdi Dehghan, Mehdi Ghatee, Behnam Hashemi
Some Computations on Fuzzy Matrices: an Application in Fuzzy Analytical Hierarchy Process. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 16 (5) (2008)
Mehdi Ghatee, S. Mehdi Hashemi
Ranking function-based solutions of fully fuzzified minimal cost flow problem. Inf. Sci. 177 (20) (2007)
Mehdi Ghatee, S. Mehdi Hashemi
Descent direction algorithm with multicommodity flow problem for signal optimization and traffic assignment jointly. Appl. Math. Comput. 188 (1) (2007)
Ebrahim Nasrabadi, S. Mehdi Hashemi, Mehdi Ghatee
An LP-Based Approach to Outliers Detection in Fuzzy Regression Analysis. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 15 (4) (2007)
S. Mehdi Hashemi, Mehdi Ghatee, Behnam Hashemi
Fuzzy goal programming: Complementary slackness conditions and computational schemes. Appl. Math. Comput. 179 (2) (2006)
Mehdi Dehghan, Behnam Hashemi, Mehdi Ghatee
Computational methods for solving fully fuzzy linear systems. Appl. Math. Comput. 179 (1) (2006)
S. Mehdi Hashemi, Mehdi Ghatee, Ebrahim Nasrabadi
Combinatorial algorithms for the minimum interval cost flow problem. Appl. Math. Comput. 175 (2) (2006)