Mehdi Ghatee

Orcid: 0000-0002-9558-8286

According to our database1, Mehdi Ghatee authored at least 63 papers between 2006 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2025
A distribution-preserving method for resampling combined with LightGBM-LSTM for sequence-wise fraud detection in credit card transactions.
Expert Syst. Appl., 2025

2024
Uncertainty Quantification to Enhance Probabilistic-Fusion-Based User Identification Using Smartphones.
IEEE Internet Things J., October, 2024

Improved User Identification through Calibrated Monte-Carlo Dropout.
Knowl. Based Syst., 2024

Superior Scoring Rules for Probabilistic Evaluation of Single-Label Multi-Class Classification Tasks.
CoRR, 2024

2023
Branch-and-Price Based Heuristic Algorithm for Fuzzy Multi-Depot Bus Scheduling Problem.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., October, 2023

2022
Low-rank dictionary learning for unsupervised feature selection.
Expert Syst. Appl., 2022

Diverse and styled image captioning using singular value decomposition-based mixture of recurrent experts.
Concurr. Comput. Pract. Exp., 2022

Surface Crack Detection using Deep Convolutional Neural Network in Concrete Structures.
Proceedings of the 5th IEEE International Conference on Image Processing Applications and Systems, 2022

2021
Distance-aware optimization model for influential nodes identification in social networks with independent cascade diffusion.
Inf. Sci., 2021

Least auxiliary loss-functions with impact growth adaptation (Laliga) for convolutional neural networks.
Neurocomputing, 2021

Checkovid: A COVID-19 misinformation detection system on Twitter using network and content mining perspectives.
CoRR, 2021

Adaptive Low-Rank Regularization with Damping Sequences to Restrict Lazy Weights in Deep Networks.
CoRR, 2021

A hybrid of neuro-fuzzy inference system and hidden Markov Model for activity-based mobility modeling of cellphone users.
Comput. Commun., 2021

A systematic review on overfitting control in shallow and deep neural networks.
Artif. Intell. Rev., 2021

2020
Convolutional Neural Network With Adaptive Regularization to Classify Driving Styles on Smartphones.
IEEE Trans. Intell. Transp. Syst., 2020

Theory of adaptive SVD regularization for deep neural networks.
Neural Networks, 2020

Adaptive neural tree exploiting expert nodes to classify high-dimensional data.
Neural Networks, 2020

Convolution neural network joint with mixture of extreme learning machines for feature extraction and classification of accident images.
J. Real Time Image Process., 2020

Unsupervised feature selection based on adaptive similarity learning and subspace clustering.
Eng. Appl. Artif. Intell., 2020

Diverse and Styled Image Captioning Using SVD-Based Mixture of Recurrent Experts.
CoRR, 2020

Adaptive Low-Rank Factorization to regularize shallow and deep neural networks.
CoRR, 2020

Driver Identification by Neural Network on Extracted Statistical Features from Smartphone Data.
CoRR, 2020

Similarity Preserving Unsupervised Feature Selection based on Sparse Learning.
Proceedings of the 10th International Symposium on Telecommunications, 2020

2019
An ensemble of RBF neural networks in decision tree structure with knowledge transferring to accelerate multi-classification.
Neural Comput. Appl., 2019

A similarity-based neuro-fuzzy modeling for driving behavior recognition applying fusion of smartphone sensors.
J. Intell. Transp. Syst., 2019

Neural trees with peer-to-peer and server-to-client knowledge transferring models for high-dimensional data classification.
Expert Syst. Appl., 2019

Ensemble decision forest of RBF networks via hybrid feature clustering approach for high-dimensional data classification.
Comput. Stat. Data Anal., 2019

Regularized Deep Networks in Intelligent Transportation Systems: A Taxonomy and a Case Study.
CoRR, 2019

2018
Three-Phases Smartphone-Based Warning System to Protect Vulnerable Road Users Under Fuzzy Conditions.
IEEE Trans. Intell. Transp. Syst., 2018

Modified SMOTE Using Mutual Information and Different Sorts of Entropies.
CoRR, 2018

A real-time warning system for rear-end collision based on random forest classifier.
CoRR, 2018

Smartphone based Driving Style Classification Using Features Made by Discrete Wavelet Transform.
CoRR, 2018

Auction-based approximate algorithm for Grid system scheduling under resource provider strategies.
CoRR, 2018

Effective Implementation of GPU-based Revised Simplex algorithm applying new memory management and cycle avoidance strategies.
CoRR, 2018

A real-time rule-based system for bridge management based on CART decision tree and SMO algorithms.
CoRR, 2018

2017
The lower bound for dynamic parking prices to decrease congestion through CBD.
Oper. Res., 2017

Benders decomposition with integer subproblem.
Expert Syst. Appl., 2017

2016
A regularized root-quartic mixture of experts for complex classification problems.
Knowl. Based Syst., 2016

Branch-and-price algorithm for fuzzy integer programming problems with block angular structure.
Fuzzy Sets Syst., 2016

Root-quatric mixture of experts for complex classification problems.
Expert Syst. Appl., 2016

Binary Programing Model to Optimize RSU Placement for Information Dissemination.
Proceedings of the International Conference on Vehicle Technology and Intelligent Transport Systems, 2016

2015
A Rule-Based Decision Support System in Intelligent Hazmat Transportation System.
IEEE Trans. Intell. Transp. Syst., 2015

Binary programming model to optimize RSU placement for information dissemination.
Proceedings of the International Conference on Connected Vehicles and Expo, 2015

2013
A Hopfield neural network applied to the fuzzy maximum cut problem under credibility measure.
Inf. Sci., 2013

FRAN and RBF-PSO as two components of a hyper framework to recognize protein folds.
Comput. Biol. Medicine, 2013

Solution of preemptive multi-objective network design problems applying Benders decomposition method.
Ann. Oper. Res., 2013

2012
On the quadratic model for unrelated parallel machine scheduling problem with restrictive common due date.
Optim. Lett., 2012

2011
QoS-based cooperative algorithm for integral multi-commodity flow problem.
Comput. Commun., 2011

2009
Some concepts of the fuzzy multicommodity flow problem and their application in fuzzy network design.
Math. Comput. Model., 2009

Inverse of a fuzzy matrix of fuzzy numbers.
Int. J. Comput. Math., 2009

Application of fuzzy minimum cost flow problems to network design under uncertainty.
Fuzzy Sets Syst., 2009

Motion planning in order to optimize the length and clearance applying a Hopfield neural network.
Expert Syst. Appl., 2009

Traffic assignment model with fuzzy level of travel demand: An efficient algorithm based on quasi-Logit formulas.
Eur. J. Oper. Res., 2009

Optimal network design and storage management in petroleum distribution network under uncertainty.
Eng. Appl. Artif. Intell., 2009

Preemptive priority-based algorithms for fuzzy minimal cost flow problem: An application in hazardous materials transportation.
Comput. Ind. Eng., 2009

2008
Some Computations on Fuzzy Matrices: an Application in Fuzzy Analytical Hierarchy Process.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2008

The solution and duality of imprecise network problems.
Comput. Math. Appl., 2008

2007
Ranking function-based solutions of fully fuzzified minimal cost flow problem.
Inf. Sci., 2007

An LP-Based Approach to Outliers Detection in Fuzzy Regression Analysis.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2007

Descent direction algorithm with multicommodity flow problem for signal optimization and traffic assignment jointly.
Appl. Math. Comput., 2007

2006
Combinatorial algorithms for the minimum interval cost flow problem.
Appl. Math. Comput., 2006

Fuzzy goal programming: Complementary slackness conditions and computational schemes.
Appl. Math. Comput., 2006

Computational methods for solving fully fuzzy linear systems.
Appl. Math. Comput., 2006


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