MEHDI GHATEE
Professor
Department of Mathematics and Computer Science
Computer Science
Department of Mathematics and Computer Science
Computer Science
Download PDF فارسی
Content
Pepole
CV
Download PDF فارسی
Email:
ghatee
aut.ac.ir
aut.ac.irPhone:
9821 64542531
h-index (Scopus):
25.00
Citations (Scopus):
2404
Scientific & Industrial Experience
#
Responsibilities Titles
Name of Organization
Starting Date
Termination Date
1
Project Manager of Action Plan for Intelligent Transportation Systems in Shiraz
Transportation and Traffic Deputy of Shiraz Municipality
2020
2021
2
Project Manager of Nation Plan for Intelligent Transportation System in Intracity and Intercity Networks
MSRT (Ministry of Science Research and Technology of Iran)
2012
2016
3
Project Manager to Define Goals, Promotion and Marketing of ITS in Intracity and Intercity Networks
MSRT (Ministry of Science Research and Technology of Iran)
2012
2013
4
Project Manager of Integrated Network Design Project in Tehran
Tehran Deputy of Traffic and Transportation
2010
2012
5
Project Manager of Project Manager of Highway Intelligent Transportation Systems Project in Tehran
Tehran Control Traffic Company
2009
2010
6
Project Manager of Investigation on Accidents in Hazardous Material Transportation (Focus on Petroleum Industry)
NIOPDC (National Iranian Oil Products Distribution Company)
2008
2009
7
Advisor for Public Transportation in Shiraz City
Transportation and Traffic Deputy of Shiraz Municipality
2007
2008
8
Project Manager of Bus Rapid Transit (BRT) Project in Tehran
United Bus Company of Tehran
2005
2006
9
Advisor Integrated Oil Storage and Transshipment System
National Iranian Oil Company (NIOC)
2005
2005
Research Interests
#
Title
Start date
1
Artificial Intelligence & Network Optimization
2004
2
Intelligent Transportation Systems
2006
3
Neural Networks
2007
4
Data Mining & Data Science
2009
5
Smart City Services based on Smartphones
2012
6
Deep Learning
2016
7
Compression of Deep Learning Models
2020
Supervised PhD Theses
#
Thesis title
By
Date
1
Matrix Decomposition Models for Influence Maximization in Social Networks
NEDA BINESH
2022 May
2
Activity based mobility modeling of cellphone users
SHIVA RAHIMIPOUR
2021 Aug
3
Adaptive Regularization of Deep Neural Networks
MOHAMMAD MAHDI BEJANI
2021 Mar
4
Decision Support System based on Forest of Improved Neural Network Trees on High-dimensional Data
SHADI ABPEIKAR
2018 Dec
5
Driver Behavior Modeling Based on the Vehicle and the Route Awareness
HAMIDREZA EFTEKHARI
2017 Oct
6
Benders decomposition for solving bi-objective mixed-integer programming problems including conic constraints
ASHKAN FAKHRI
2016 Jan
7
Node Classification By Graph Neural Network Using Adaptive Learning
FATEME HOSEYNNIA
2026 Mar
8
Anomaly detection under distribution preservation using hybrid architectures and knowledge distillation
BEHNAM YOUSEFI MEHR
2026 Apr
9
Probabilistic Classification of Temporal Data by Fusion on Subsequences
ROUHOLLAH AHMADIAN
2025 Apr
Supervised MSc Theses
#
Thesis title
By
Date
1
Scheduling and dynamic assignment of urban transportation fleet based on uncertain demand and environmental factors
FATEMESADAT HOSEINISADI & S.ALIREZA HASHEMI GOLPAYEGANY
2024 Oct
2
Generating personalized posts using hybrid transformer models
MEHDI SHARIFI
2024 Oct
3
Propaganda detection in social networks using node clustering
KIANA VASEGHI MOGHVAN
2024 Jun
4
Detecting With incorrect labels in data augmentation process on plate recognition camera
SAHAR MANSOURIFAR
2024 Feb
5
Resource management improvement in intercity roads by data mining on multi-sources data
FATEMEH AMINI
2024 Feb
6
Predicting Academic Paper Trends using Graph Neural Networks
SEYED POOYAN ALAVI NIAKOO
2024 Feb
7
Model for predicting the failure of in-vehicle systems with machine learning methods
SAHAR TORKE HESARI
2023 Oct
8
A SELF-Supervised Music Recommender System to Reduce Nervous Driving
ARVIN ESMAILI
2023 Mar
9
Drivers mood classification based on surrounding sounds by machine learning methods
MOHAMMAD SOHEIL SHADMAN
2022 Dec
10
Driver Distraction Detection by Processing a Multimode Dataset
SAEED BAGHERI
2022 Dec
11
biomarker prediction for Identifying Esophageal Cancer subtypes using Transcriptomics data
MAHDIS HABIBPOUR FATIDEH
2022 Oct
12
Vehicle Area Detection in Foggy Traffic Images by deep learning method
MOHAMMADMAHDI BIDEH
2022 Oct
13
Fraud Detection by a Hybrid Method of Resampling and Ensemble Leaning
BEHNAM YOUSEFIMEHR
2022 Sep
14
Scientific Papers Text Summarization By Queries Based On Frequent Words
HODA ELMI
2021 Oct
15
Travel Pattern Mining from Smart Card Data with Deep Clustering
SHARON SARONIAN
2021 Oct
16
Cooperative Ramp Metering by Nonlinear Programming
MOHAMMAD MAHDI ZAREIAN
2021 Jun
17
Locating warehouses by designing a data-driven mathematical model
MARYAM POURBEIRAMI HIR & JAMAL SHAHRABI
2021 Apr
18
Driver identification based on driving patterns using smart phone
ROUHOLLAH AHMADIAN MOGHADDAM
2020 Oct
19
Textual description of an image applying a con volutional neural network with mixture of exture of experts
MARZI HEIDARI
2020 Feb
20
vehicles classification in the bllind spot of cars by multiple cameras
ARASH POURHASAN NEZHAD
2020 Feb
21
Modeling and data mining in cooperative of intersections
MOHSEN BARGI
2019 Oct
22
A combination of filters and mixture of experts for classification of ECG arrhythmia
ALYAA TALIB RAHEEM MUHI
2019 Sep
23
knowledge sharing system for disaster management and recovery
YASIR OUDAH KADHIM
2019 Feb
24
learnable system to detect accident properties for improving incident management
ALI PASHAEI
2019 Jan
25
Driving incident managment using IOTdata fusion
SEYED SEPANTA MONTAZERI
2018 Oct
26
Amobile based decision support system for incident management
AHMAD AZARBONYAD
2018 Oct
27
Driver style Evaluation in Non-Private Transportation using learning on driving profiles
MOHAMMAD MAHDI BEJANI
2017 Sep
28
A new navigation protocol for underwater wireless sensor network by using fuzzy system ،sBGA and FROG algorithms
MOHAMMED SAADUN JASIM
2017 Aug
29
detection of level of cogestion based on coopperative vehicles daita
ELAF ADIL ABBAS AL-HASHIMI
2017 May
30
prediction of congestion based on cooperative data
NOOR HUSSEINRIDHA ALOLEIWI
2017 Mar
31
Automatic braking system based on the fusion of in vehicle sensors and wireless connections
FATEME GOLIVAND DARVISHVAND
2017 Jan
32
Geo location aware smartphone system for riute guidance
MARJAN GOODASIAEE
2017 Jan
33
smartphone based protection system for vulnerable traffic users
ROYA BASTANIZADEH
2016 Dec
34
Optimization of CCTV and Speed Cameras usage on Road Networks
MILAD KAKOULI VARNOUSFADERANI
2016 Feb
35
improvement of speed control systems to enhance safety and harmonize traffic flow
SOODABEH TORABI GHAZVINI
2016 Feb
36
Driver lack of vigilance detection and alerting system using image processing on face
MEHRAN GOLROKHI
2016 Feb
37
cellphone network data processing in advanced traveller information system ATIS
MOHAMMAD JAVAD FAGHANI OMRAN
2016 Jan
38
Network Design and Intelligent System for Hazardous Materials Transportation
MOHAMMAD ERSHADMANESH
2014 Oct
39
Electronic Toll Collection Intelligent System based on Road-Vehicle Evaluation
MARYAM GERAMI
2014 Oct
40
Driver assistance system for rear-end collision warning and accident avoidance
FATEME TEIMOURI
2014 Oct
41
Decision support system for sub-projects budget assignment in pavement management
ALI RASOULI
2014 Oct
42
Suspicious Activity Detection In Media Files In Intelligent Transportation Systems
ARMAN BALALI MOGHADAM & S.MEHDI TASHAKKORI HASHEMI
2014 Oct
43
Classification algorithms improvement based on mapReduce in cloud environment
NEGAR NAZARI
2014 Oct
44
A Learnable Decision Support System for Intelligent Transportation In Tunnel and Bridge
SHADI ABPEIKAR
2013 Oct
45
Decision support system for intelligent management in Commercial Vehicle Operation
REZA ASADI
2013 Oct
46
Integration of Tunnel & Bridge Intelligent Transportation Systems with other ITS components
FATEMEH ROUSHANI
2013 Oct
47
Intelligent transportation systems based on grid and cloud computing
ZAHRA ZAGHI
2013 Oct
48
The Conditional Value-at-Risk approach in stochastic network optimization
AZADEH BAHMANINEZHAD & EHSAN ALLAH BANIFATEMI
2013 Oct
49
Network interdiction problem ,Theory,Algorithms and Application ،
FATEME AGHABABAEI & EHSAN ALLAH BANIFATEMI
2013 Oct
50
A game-theoretic acpect of network interdiction problem
FATEMEH AYAZI NAFOTI & HOJATOLLAH ADIBI
2013 Oct
51
The modeling distibuted scheduling and simulation of group elevators problem under organization conditions
MOHAMMAD EHSAN SOLEIMANI YARANDI
2013 Aug
52
SENSOR POSITIONING IN SAFETY MANAGEMENT INTELLIGENT SYSTEM
BABAK DAVARMANESH
2012 Oct
53
Advanced public transportation systems lncluding scheduling and routing
NASRIN NASRABADI
2012 Oct
54
The modeling and algorithm for grid scheduling under dynamic strategies
ARASH RAEISIGAHROUEI
2012 Oct
55
The Modeling and Solution of Resource-Constrained project Scheduling under Applied Restrictions Case Study in Transportation Projects
MOHSEN ESMAEILI
2012 Oct
56
Detection of inference problem in secure semantic web applying an intelligent system
HASAN VAFADAR
2012 Jan
57
A decision support system for highway managment applying intelligent computation
SHIRIN JOOYBANPOUR & S.MEHDI TASHAKKORI HASHEMI
2011 Oct
58
Evacuation managment using advanced traveler information systems ATIS in traffic networks
ZEYNAB SAMEI & S.MEHDI TASHAKKORI HASHEMI
2011 Oct
59
Fold recognition in protein structure using learning models
ELHAM ABBASI
2011 Sep
60
Damage detection in bridge structures using compact machine learning models
ZAHRA RAFEI
2025 Sep
61
Intelligent and simultaneous optimal configuration of data flow transmission nodes in autonomous online taxis
SAYEDMOHAMMADHOSSEIN FALSAFI & S.ALIREZA HASHEMI GOLPAYEGANY
2025 Sep
62
Label Noise Detection and Correction via Ensemble of Siamese Networks
AREF AZIZIAN
2025 Oct
63
Anomaly detection in oil wells data based on deep learning models
ALIREZA VAHDANI BOJNORDI
2025 Mar
64
Gas classification using different feature extraction methods
MAHDIEH SADAT RAHMATI
2025 Feb
65
Intelligent estimate the amount of travel in the public transport system using mobile data
NEHZAT ZAFERANI & BEHROOZ KARIMI
2025 Apr
66
Intrusion Detection for In-Vehicle Controller Area Network (CAN) Bus using Machine
Learning Methods
ZAHRA NEKOUNAM
2025 Apr
Books
#
Title
Author(s)
Publisher country
publication date
version
1
Community Structure Analysis from Social Networks
Chapter 8: Influential Node Detection Based on Implicit Communities
Neda Binesh ، GHATEE MEHDI
USA
1
2
Artificial Intelligence and Smart Vehicles, First International Conference, ICAISV 2023, Tehran, Iran, May 24-25, 2023, Revised Selected Papers
GHATEE MEHDI ، HASHEMI S.MEHDI TASHAKKORI
Iran
0
3
Decision Support and Expert Systems in Intelligent Transportation
GHATEE MEHDI
Iran
1
4
Metaheuristics and Optimization in Computer and Electrical Engineering
Chapter 3: Optimization Techniques in Intelligent Transportation Systems
GHATEE MEHDI
Switzerland
1
5
Smartphones: Recent Innovations and Applications
Chapter 5. Smartphone-Based Systems for Driving Evaluation
GHATEE MEHDI
USA
1
6
Linear Optimization and Combinatorial Optimization
GHATEE MEHDI
Iran
1
1
Traffic Management Document in Smart Transportation
S. Mehdi Hashemi, Mehdi Ghatee, Mostafa Yaghoubi, Shiva Rahimipour, Elaheh Hajhashemi, Mahshid Falsafi
Institute for Transportation and Intelligent Systems
2016
2
Travel Information Document in Smart Transportation
S. Mehdi Hashemi, Mehdi Ghatee, Mahshid Falsafi, Arash Raisi
Institute for Transportation and Intelligent Systems
2016
3
Commercial Goods Transport Document in Smart Transportation
S. Mehdi Hashemi, Mehdi Ghatee, Shadi Abpayker
Institute for Transportation and Intelligent Systems
2016
4
Public Transportation Document in Smart Transportation
S. Mehdi Hashemi, Mehdi Ghatee, Seyyed Mahmoud Mesbah, Mohammad Amin Ashena, Sumitra Abbasi, Somayeh Soodmand
Institute for Transportation and Intelligent Systems
2016
5
Vehicle Safety Document in Smart Transportation
S. Mehdi Hashemi, Mehdi Ghatee, Majid Shalchian, Mohammad Reza Farjadian, Zahra Sadat Navabi
Institute for Transportation and Intelligent Systems
2016
6
Emergency Management Document in Smart Transportation
S. Mehdi Hashemi, Mehdi Ghatee, Somayeh Soudmand, Mozhgan Safari Moghadam
Institute for Transportation and Intelligent Systems
2016
7
Construction, Maintenance and Repair Management Document in Smart Transportation
S. Mehdi Hashemi, Mehdi Ghatee, Amir Golro, Elham Safari, Sumitra Abbasi
Institute for Transportation and Intelligent Systems
2016
8
Data Archive Management Document in Smart Transportation
S. Mehdi Hashemi, Mehdi Ghatee, Saeed Sharifian, Shima Rashidi
Institute for Transportation and Intelligent Systems
2016
9
Human-Centered Transportation Document in Smart Transportation
S. Mehdi Hashemi, Mehdi Ghatee, Hamid Reza Eftekhari
Institute for Transportation and Intelligent Systems
2016
Journal Papers
1
YOUSEFI MEHR BEHNAM ، GHATEE MEHDI ، GHAZIMORADI AYIN ، FARAHIFAR VISTA, "Resampled Cost-Sensitive Operational Machine learning Ensemble (ROME) framework for Car Insurance Fraud Detection", International Journal of Information and Communication Technology Research (Ijict, 2026 Jul
vol. 18,
no. 1,
pp.43-54,
2026.
2
YOUSEFI MEHR BEHNAM ، GHATEE MEHDI ، FAZLI JAVAD ، GHAFFARI SHERVIN ، RAFEI ZAHRA ، SEIFI MOHAMMADAMIN ، TAVAKOLI SAJED ، NIKAHD ABOLFAZL ، RAZI GANDOMANI MAHDI ، OROUJI ALIREZA ، MAHMOUDI RAMTIN ، HESHMATI SARINA ، MOUSAVI NEGIN, "Data Balancing Strategies: A Systematic Survey of Resampling and Augmentation Methods", Machine Learning and Knowledge Extraction, 2026 Jul
vol. 8,
no. 7,
pp.211-211,
2026.
3
YOUSEFI MEHR BEHNAM ، GHATEE MEHDI ، Razavi-Far Roozbeh, "Multi-teacher knowledge distillation framework for lightweight anomaly detection", Neural Networks, 2026 Mar
vol. 195,
no. ,
pp.108267-108267,
2026.
4
YOUSEFI MEHR BEHNAM ، GHATEE MEHDI ، Razavi-Far Roozbeh, "Multi-Stage Self-Distillation for Class-Imbalanced Anomaly Detection", Ieee Transactions On Emerging Topics In Computational Intelligence, 2026 Mar
vol. 10,
no. 4,
pp.2866-2875,
2026.
5
Yousefimehr Behnam ، GHATEE MEHDI, "A Systematic Survey and Empirical Comparison of Hybrid Methods for Imbalanced Fraud Detection: Combining Resampling and Machine Learning", Aut Journal of Mathematics and Computing, 2026 Jan
vol. 7,
no. 1,
pp.85-116,
2026.
6
Yousefimehr Behnam ، GHATEE MEHDI ، Ghaffari Shervin ، Arasteh Arash ، Ahmadi Parsa ، Ghane Amirhossein ، Esnaasharieh Sina, "A systematic review for 2019-2025 on deep learning models in the film production industry", Entertainment Computing, 2026 Jan
vol. 56,
no. ,
pp.101076-101076,
2026.
7
RAFEI ZAHRA ، HOSSEINI SADABADI SEYEDEH FATEMEH ، YOUSEFI MEHR BEHNAM ، GHATEE MEHDI, "Drug-Disease Association Analysis via Machine Learning on Extracted Features by Matrix Decomposition", , 2025 Sep
vol. 10,
no. 3,
pp.295-313,
2025.
8
AHMADIAN ROUHOLLAH ، GHATEE MEHDI ، Johan Wahlstrom, "Superior scoring rules for probabilistic evaluation of single-label multi-class classification tasks", International Journal of Approximate Reasoning, 2025 Jul
vol. 182,
no. ,
pp.109421-,
2025.
9
GHATEE MEHDI, "GERIS: A Game-Theoretic Framework for Filtering Instance-Dependent Label Noise in License Plate Data Augmentation", Aut Journal of Mathematics and Computing, 2025 Jun
vol. ,
no. ,
pp.-,
2025.
10
HOSEYNNIA FATEME ، GHATEE MEHDI ، HaghirChehreghani Mostafa, "Mitigating over-smoothing in Graph Neural Networks for node classification through Adaptive Early Embedding and Biased DropEdge procedures", Knowledge-Based Systems, 2025 Jun
vol. 320,
no. ,
pp.113615-,
2025.
11
RAHMANI AMIN ، GHATEE MEHDI, "Fast inference in classification of optical coherence tomography (OCT) images for real-time retinal disease diagnosis", Biomedical Signal Processing and Control, 2025 May
vol. 103,
no. ,
pp.107365-,
2025.
12
AHMADIAN ROUHOLLAH ، GHATEE MEHDI ، Johan Wahlstr?m, "Enhancing user identification through batch averaging of independent window subsequences using smartphone and wearable data", Computers and Security, 2025 Mar
vol. 150,
no. ,
pp.104265-,
2025.
13
YOUSEFI MEHR BEHNAM ، GHATEE MEHDI ، MORADI SABET SINA ، TAFAKOR YASAMIN ، TAVAKOLI SAJED, "Detecting Car Insurance Fraud Using Improved Clustering with Genetic Algorithm", , 2025 Mar
vol. 14,
no. 2,
pp.109-118,
2025.
14
YOUSEFI MEHR BEHNAM ، GHATEE MEHDI, "A distribution-preserving method for resampling combined with LightGBM-LSTM for sequence-wise fraud detection in credit card transactions", Expert Systems With Applications, 2025 Mar
vol. 262,
no. 1,
pp.125661-125661,
2025.
15
Azra Rasouli Kenari ، Ahmadreza Montazerolghaem ، Zahra Zojaji ، GHATEE MEHDI ، YOUSEFI MEHR BEHNAM ، RAHMANI AMIN ، Mahdi Kalani ، Farnoush Kiyanpour ، Mohamad Kiani-Abari ، Mohammad Yasin Fakhar ، Safiyeh Rezaei ، Mojtaba Tahernia ، Mohammad Hossein Vafaie ، Hamidreza Besharatnezhad ، Vahid Rahimi Bafrani ، Mohamad Taghi Tofighi ، Peyman Adibi Sedeh ، Maryam Soheilipour ، Hossein Rabbani, "Isfahan Artificial Intelligence Event 2023: Reflux Detection Competition", Journal of Medical Signals & Sensors, 2025 Feb
vol. 15,
no. 2,
pp.1-8,
2025.
16
AHMADIAN ROUHOLLAH ، GHATEE MEHDI ، Wahlstrom Johan, "Improved User Identification through Calibrated Monte-Carlo Dropout", Knowledge-Based Systems, 2024 Dec
vol. 305,
no. ,
pp.112581-,
2024.
17
AHMADIAN ROUHOLLAH ، GHATEE MEHDI ، Wahlstrom Johan ،, "Uncertainty Quantification to Enhance Probabilistic-Fusion-Based User Identification Using Smartphones", Ieee Internet of Things Journal, 2024 Oct
vol. 11,
no. 20,
pp.33450-33458,
2024.
18
SARONIAN SHARON ، YOUSEFI MEHR BEHNAM ، GHATEE MEHDI ،, "An Ensemble of Deep Clustering Models With Autoencoders to Mine Travel Patterns From Smart Card Data", Ieee Transactions On Intelligent Transportation Systems, 2024 Oct
vol. 25,
no. 12,
pp.20960-20969,
2024.
19
Mohsen Saffarian ، GHATEE MEHDI ، Malihe Niksirat ، Seyed Hadi Nasseri, "Branch-and-Price Based Heuristic Algorithm for Fuzzy Multi-Depot Bus Scheduling Problem", International Journal of Uncertainty Fuzziness and Knowledge-Based Systems, 2023 Oct
vol. 31,
no. 5,
pp.859-888,
2023.
20
MESBAH NAMINI MAHMOUD ، ZAREIAN MOHAMMAD MAHDI ، MORADI SEPEHR ، GHATEE MEHDI, "A combined Apriori algorithm and fuzzy controller for simultaneous ramp metering and variable speed limit determination in a freeway", Aut Journal of Mathematics and Computing, 2022 Dec
vol. 3,
no. 2,
pp.237-251,
2022.
21
BINESH NEDA ، GHATEE MEHDI, "Using principal eigenvectors of Laplacian-Plus matrix to identify spreaders of social networks under linear threshold diffusion model", Aut Journal of Mathematics and Computing, 2022 Sep
vol. 3,
no. 2,
pp.153-164,
2022.
22
Mohsen Ghassemi Parsa ، Hadi Zare ، GHATEE MEHDI, "Low-rank dictionary learning for unsupervised feature selection", Expert Systems With Applications, 2022 Sep
vol. 202,
no. 1,
pp.117149-117149,
2022.
23
AHMADIAN MOGHADDAM ROUHOLLAH ، GHATEE MEHDI ، Johan Wahlstr?m, "Discrete Wavelet Transform for Generative Adversarial Network to Identify Drivers Using Gyroscope and Accelerometer Sensors", Ieee Sensors Journal, 2022 Feb
vol. 0,
no. 0,
pp.1-8,
2022.
24
BINESH NEDA ، GHATEE MEHDI, "Distance-aware optimization model for influential nodes identification in social networks with independent cascade diffusion", Information Sciences, 2021 Sep
vol. 581,
no. 1,
pp.88-105,
2021.
25
RAHIMIPOUR SHIVA ، GHATEE MEHDI ، HASHEMI S.MEHDI TASHAKKORI ، Nikabadi Ahmad, "A hybrid of neuro-fuzzy inference system and hidden Markov Model for activity-based mobility modeling of cellphone users", Computer Communications, 2021 May
vol. 173,
no. 1,
pp.79-94,
2021.
26
BEJANI MOHAMMAD MAHDI ، GHATEE MEHDI, "A systematic review on overfitting control in shallow and deep neural networks", Artificial Intelligence Review, 2021 Mar
vol. 2021,
no. 0,
pp.1-48,
2021.
27
BEJANI MOHAMMAD MAHDI ، GHATEE MEHDI, "Least auxiliary loss-functions with impact growth adaptation (Laliga) for convolutional neural networks", Neurocomputing, 2021 Feb
vol. 2021,
no. 0,
pp.1-15,
2021.
28
GHATEE MEHDI ، KHALILI MASOOMEH ، Mehdi Teimouri ، BEJANI MOHAMMAD MAHDI, "Roadside acoustic sensors to support vulnerable pedestrians via their smartphones", .Aut Journal of Mathematics and Computing, 2020 Oct
vol. 1,
no. 2,
pp.135-143,
2020.
29
TEIMOURI FATEME ، GHATEE MEHDI, "A Real-Time Warning System for Rear-End Collision Based on Random Forest Classifier", Journal of Soft Computing In Civil Engineering, 2020 Oct
vol. 4,
no. 1,
pp.49-71,
2020.
30
Mohsen Ghassemi Parsa ، Hadi Zare ، GHATEE MEHDI, "Unsupervised feature selection based on adaptive similarity learning and subspace clustering", Engineering Applications of Artificial Intelligence, 2020 Aug
vol. 95,
no. 103855,
,
2020.
31
AHMADIAN MOGHADDAM ROUHOLLAH ، GHATEE MEHDI, "Driver authentication using neural network on statistical features extracted from smartphone data", , 2020 Aug
vol. 1399,
no. 81,
pp.5-16,
2020.
32
HEIDARI MARZI ، GHATEE MEHDI ، Nikabadi Ahmad ، POURHASAN NEZHAD ARASH, "Diverse and Styled Image Captioning Using SVD-Based Mixture of Recurrent Experts", Concurrency and Computation-Practice and Experience, 2020 Jul
vol. 0,
no. 0,
pp.1-11,
2020.
33
Hadi Zare ، Mohsen Ghasemi Parsa ، GHATEE MEHDI ، Sasan H. Alizadeh, "Unsupervised Feature Selection Based on Low Dimensional Embedding and Subspace Learning", International Journal of Information and Communication Technology(Ijict), 2020 May
vol. 12,
no. 3,
pp.38-46,
2020.
34
BEJANI MOHAMMAD MAHDI ، GHATEE MEHDI, "Theory of Adaptive SVD Regularization for Deep Neural Networks", Neural Networks, 2020 May
vol. 128,
no. 1,
pp.33-46,
2020.
35
ABPEIKAR SHADI ، GHATEE MEHDI ، Gian Luca Foresti ، Christian Micheloni, "Adaptive Neural Tree Exploiting Expert Nodes to Classify High-Dimensional Data", Neural Networks, 2020 Apr
vol. 124,
no. 1,
pp.20-38,
2020.
36
ABPEIKAR SHADI ، GHATEE MEHDI, "Neural trees with peer-to-peer and server-to-client knowledge transferring models for high-dimensional data classification", Expert Systems With Applications, 2019 Dec
vol. 137,
no. 1,
pp.281-291,
2019.
37
ABPEIKAR SHADI ، GHATEE MEHDI, "A real-time decision support system for bridge management based on the rules generalized by CART decision tree and SMO algorithms", .Aut Journal of Mathematics and Computing, 2019 Dec
vol. 1,
no. 1,
pp.95-100,
2019.
38
BEJANI MOHAMMAD MAHDI ، GHATEE MEHDI, "Convolutional Neural Network With Adaptive Regularization to Classify Driving Styles on Smartphones", Ieee Transactions On Intelligent Transportation Systems, 2019 Jul
vol. 0,
no. 0,
pp.1-10,
2019.
39
PASHAEI ALI ، GHATEE MEHDI ، Hedieh Sajedi, "Convolution neural network joint with mixture of extreme learning machines for feature extraction and classification of accident images", Journal of Real-Time Image Processing, 2019 Feb
vol. 0,
no. 0,
pp.1-16,
2019.
40
ABPEIKAR SHADI ، GHATEE MEHDI ، Hadi Zare, "Ensemble decision forest of RBF networks via hybrid feature clustering approach for high-dimensional data classification", Computational Statistics and Data Analysis, 2018 Dec
vol. 131,
no. 0,
pp.12-36,
2018.
41
EFTEKHARI HAMIDREZA ، GHATEE MEHDI, "A similarity-based neuro-fuzzy modeling for driving behavior recognition applying fusion of smartphone sensors", Journal of Intelligent Transportation Systems, 2018 Dec
vol. 0,
no. 0,
pp.1-12,
2018.
42
ABPEIKAR SHADI ، GHATEE MEHDI, "An ensemble of RBF neural networks in decision tree structure with knowledge transferring to accelerate multi-classification", Neural Computing and Applications, 2018 Dec
vol. 0,
no. 0,
pp.1-21,
2018.
43
EFTEKHARI HAMIDREZA ، GHATEE MEHDI, "Hybrid of discrete wavelet transform and adaptive neuro fuzzy inference system for overall driving behavior recognition", Transportation Research Part F-Traffic Psychology and Behaviour, 2018 Sep
vol. 58,
no. 1,
pp.782-796,
2018.
44
ABPEIKAR SHADI ، GHATEE MEHDI, "Decent direction methods on the feasible region recognized by supervised learning metamodels to solve unstructured problems", Journal of Information & Optimization Sciences, 2018 Aug
vol. 39,
no. 6,
pp.1245-1262,
2018.
45
BASTANIZADEH ROYA ، GHATEE MEHDI ، EFTEKHARI HAMIDREZA, "Three-Phases Smartphone-Based Warning System to Protect Vulnerable Road Users Under Fuzzy Conditions", Ieee Transactions On Intelligent Transportation Systems, 2018 Jul
vol. 19,
no. 7,
pp.2086-2098,
2018.
46
Mina Javanmard ، Ehsam Abdi ، GHATEE MEHDI ، Baris Majnounian, "Forest road planning using artificial neural network and GIS", , 2018 Jun
vol. 10,
no. 2,
pp.139-152,
2018.
47
GOLIVAND DARVISHVAND FATEME ، GHATEE MEHDI ، EFTEKHARI HAMIDREZA, "Using 3G and 4G/LTE for collision warning systems in vehicular network", , 2018 Apr
vol. 72,
no. 1,
pp.42-51,
2018.
48
BEJANI MOHAMMAD MAHDI ، GHATEE MEHDI, "A context aware system for driving style evaluation by an ensemble learning on smartphone sensors data", Transportation Research Part C-Emerging Technologies, 2018 Apr
vol. 89,
no. 0,
pp.303-320,
2018.
49
FAKHRI ASHKAN ، GHATEE MEHDI ، Antonios Fragkogios ، Georgios K.D. Saharidis, "Benders decomposition with integer subproblem", Expert Systems With Applications, 2017 Dec
vol. 89,
no. 1,
pp.20-30,
2017.
50
BASTANIZADEH ROYA ، GHATEE MEHDI ، EFTEKHARI HAMIDREZA, "Smartphone based fuzzy vehicle to pedestrian collision warning system", , 2017 Dec
vol. 17,
no. 71,
pp.31-41,
2017.
51
EFTEKHARI HAMIDREZA ، GHATEE MEHDI, "The lower bound for dynamic parking prices to decrease congestion through CBD", Operational Research, 2017 Oct
vol. 17,
no. 1,
pp.761-787,
2017.
52
NIKSIRAT MALIHE ، HASHEMI S.MEHDI TASHAKKORI ، GHATEE MEHDI, "Branch-and-price algorithm for fuzzy integer programming problems with block angular structure", Fuzzy Sets and Systems, 2016 Aug
vol. 296,
no. 1,
pp.70-96,
2016.
53
EFTEKHARI HAMIDREZA ، GHATEE MEHDI, "An inference engine for smartphones to preprocess data and detect stationary and transportation modes", Transportation Research Part C-Emerging Technologies, 2016 Jul
vol. 69,
no. 1,
pp.313-327,
2016.
54
ABBASI HAROFTEH ELHAM ، SHIRI AHMAD ABADY MOHAMMAD EBRAHIM ، GHATEE MEHDI, "A regularized root-quartic mixture of experts for complex classification problems", Knowledge-Based Systems, 2016 Jul
vol. 110,
no. 0,
pp.98-109,
2016.
55
ABBASI HAROFTEH ELHAM ، SHIRI AHMAD ABADY MOHAMMAD EBRAHIM ، GHATEE MEHDI, "Root-quatric mixture of experts for complex classification problems", Expert Systems With Applications, 2016 Jun
vol. 53,
no. 0,
pp.192-203,
2016.
56
FAKHRI ASHKAN ، GHATEE MEHDI, "Application of Benders decomposition method in solution of a fixed-charge multicommodity network design problem avoiding congestion", Applied Mathematical Modelling, 2016 Jun
vol. 40,
no. 13,
pp.6468-6476,
2016.
57
FAKHRI ASHKAN ، GHATEE MEHDI, "Minimizing the sum of a linear and a linear fractional function applying conic quadratic representation: continuous and discrete problems", Optimization, 2016 Mar
vol. 65,
no. 5,
pp.1023-1038,
2016.
58
ASADI REZA ، GHATEE MEHDI, "A Rule-Based Decision Support System in Intelligent Hazmat Transportation System", Ieee Transactions On Intelligent Transportation Systems, 2015 Oct
vol. 16,
no. 5,
pp.2756-2764,
2015.
59
GHATEE MEHDI ، HASHEMI S.MEHDI TASHAKKORI, "Multi-perspective Decision Support System for Hierarchical Bus Transportation Network Design : Tehran Case Study", International Journal of Transportation Engineering, 2014 Sep
vol. 2,
no. 2,
pp.107-118,
2014.
60
ABPEIKAR SHADI ، GHATEE MEHDI, "Supervised and unsupervised learning DSS for incident management in intelligent tunnel: A case study in Tehran Niayesh tunnel", Tunnelling and Underground Space Technology, 2014 May
vol. 42,
no. 3,
pp.293-306,
2014.
61
GHATEE MEHDI, "Solution of the Generalized Interval Linear Programming Problems: Pessimistic and Optimistic Approaches", Journal of Computing and Security, 2014 Apr
vol. 1,
no. 2,
pp.159-167,
2014.
62
FAKHRI ASHKAN ، GHATEE MEHDI, "Fractional multi-commodity flow problem: Duality and optimality conditions", Applied Mathematical Modelling, 2014 Mar
vol. 38,
no. 7,
pp.2151-2162,
2014.
63
SOUDMAND KOUSEH SOMAYEH ، GHATEE MEHDI ، HASHEMI S.MEHDI TASHAKKORI, "SA-IP method for congestion pricing based on level of service in urban network under fuzzy conditions", International Journal of Civil Engineering, 2013 Dec
vol. 11,
no. 4,
pp.282-292,
2013.
64
FAKHRI ASHKAN ، GHATEE MEHDI, "Solution of preemptive multi-objective network design problems applying Benders decomposition method", Annals of Operations Research, 2013 Oct
vol. 210,
no. 1,
pp.295-307,
2013.
65
ABBASI HAROFTEH ELHAM ، GHATEE MEHDI ، SHIRI AHMAD ABADY MOHAMMAD EBRAHIM, "FRAN and RBF-PSO as two components of a hyper framework to recognize protein folds", Computers In Biology and Medicine, 2013 Jul
vol. 43,
no. 9,
pp.1182-1191,
2013.
66
GHATEE MEHDI ، NIKSIRAT MALIHE, "A Hopfield neural network applied to the fuzzy maximum cut problem under credibility measure", Information Sciences, 2013 Feb
vol. 229,
no. 1,
pp.77-93,
2013.
67
M.S. Beyranvand ، M. Reza Peyghami ، GHATEE MEHDI, "On the quadratic model for unrelated parallel machine scheduling problem with restrictive common due date", Optimization Letters, 2012 Nov
vol. 6,
no. 8,
pp.1897-1911,
2012.
68
RAHIMIPOUR SHIVA ، NIKSIRAT MALIHE ، HASHEMI S.MEHDI TASHAKKORI ، GHATEE MEHDI, "Application of fuzzy neural networks to predict the speed of the highway network", , 2012 Jul
vol. 49,
no. 2,
pp.15-20,
2012.
69
NICSIRAT MALLIHEH ، GHATEE MEHDI ، HASHEMI S.MEHDI TASHAKKORI, "Multimodal K-shortest viable path problem in Tehran public transportation network and its solution applying ant colony and simulated annealing algorithms", Applied Mathematical Modelling, 2012 Jul
vol. 36,
no. 11,
pp.5709-5726,
2012.
70
FADAEI NAEINI MARYAM ، GHATEE MEHDI ، HASHEMI S.MEHDI TASHAKKORI, "New Modelling for Traffic Counters Location Problem in order to Maximize Path Coverage: Tehran Highways Pilot", , 2012 Jun
vol. 48,
no. 1,
pp.19-23,
2012.
71
GHATEE MEHDI, "QoS-based cooperative algorithm for integral multi-commodity flow problem", Computer Communications, 2011 Apr
vol. 34,
no. 7,
pp.835-846,
2011.
72
GHATEE MEHDI ، HASHEMI S.MEHDI TASHAKKORI, "Optimal network design and storage management in petroleum distribution network under uncertainty", Engineering Applications of Artificial Intelligence, 2010 May
vol. 22,
no. 4,
pp.796-807,
2010.
73
GHATEE MEHDI ، Mohades Khorasani Ali, "Motion planning in order to optimize the length and clearance applying a Hopfield neural network", Expert Systems With Applications, 2010 Apr
vol. 36,
no. 3,
pp.4688-4695,
2010.
74
GHATEE MEHDI ، HASHEMI S.MEHDI TASHAKKORI, "Application of fuzzy minimum cost flow problems to network design under uncertainty", Fuzzy Sets and Systems, 2010 Mar
vol. 160,
no. 22,
pp.3263-3289,
2010.
75
GHATEE MEHDI ، HASHEMI S.MEHDI TASHAKKORI, "Traffic assignment model with fuzzy level of travel demand: An efficient algorithm based on quasi-Logit formulas", European Journal of Operational Research, 2010 Jan
vol. 194,
no. 2,
pp.432-451,
2010.
76
GHATEE MEHDI ، HASHEMI S.MEHDI TASHAKKORI, "Some concepts of the fuzzy multicommodity flow problem and their application in fuzzy network design", Mathematical and Computer Modelling, 2009 Dec
vol. 49,
no. 5,
pp.1030-1043,
2009.
77
GHATEE MEHDI ، HASHEMI S.MEHDI TASHAKKORI ، ZAREPISHEH MASOUD ، Khorram Esmaile, "Preemptive priority-based algorithms for fuzzy minimal cost flow problem: An application in hazardous materials transportation", Computers and Industrial Engineering, 2009 Dec
vol. 57,
no. 1,
pp.341-354,
2009.
78
DEHGHAN MEHDI ، GHATEE MEHDI ، HASHEMI BEHNAM, "Inverse of a fuzzy matrix of fuzzy numbers", International Journal of Computer Mathematics, 2009 Aug
vol. 86,
no. 8,
pp.1433-1452,
2009.
79
DEHGHAN MEHDI ، GHATEE MEHDI ، HASHEMI BEHNAM, "SOME COMPUTATIONS ON FUZZY MATRICES: AN APPLICATION IN FUZZY ANALYTICAL HIERARCHY PROCESS", International Journal of Uncertainty Fuzziness and Knowledge-Based Systems, 2009 Jul
vol. 16,
no. 5,
pp.715-733,
2009.
80
GHATEE MEHDI ، HASHEMI S.MEHDI TASHAKKORI ، DEHGHAN MEHDI, "The solution and duality of imprecise network problems", Computers and Mathematics With Applications, 2009 Apr
vol. 55,
no. 12,
pp.2267-2290,
2009.
81
GHATEE MEHDI ، HASHEMI S.MEHDI TASHAKKORI, "Generalized minimal cost flow problem in fuzzy nature: An application in bus network planning problem", Applied Mathematical Modelling, 2009 Jan
vol. 32,
no. 12,
pp.2490-2508,
2009.
82
GHATEE MEHDI ، HASHEMI S.MEHDI TASHAKKORI, "Ranking function-based solutions of fully fuzzified minimal cost flow problem", Information Sciences, 2008 Dec
vol. 177,
no. 20,
pp.4271-4294,
2008.
83
DEHGHAN MEHDI ، HASHEMI BEHNAM ، GHATEE MEHDI, "Solution of the fully fuzzy linear systems using iterative techniques", Chaos Solitons and Fractals, 2007 Oct
vol. 34,
no. 2,
pp.316-336,
2007.
84
NASRABADI EBRAHIM ، HASHEMI S.MEHDI TASHAKKORI ، GHATEE MEHDI, "AN LP-BASED APPROACH TO OUTLIERS DETECTION IN FUZZY REGRESSION ANALYSIS", International Journal of Uncertainty Fuzziness and Knowledge-Based Systems, 2007 Jun
vol. 15,
no. 4,
pp.441-456,
2007.
Conference Papers
1
YOUSEFI MEHR BEHNAM ، GHATEE MEHDI,
"Trustworthy AI for Unbalanced Industrial Data Classification,",
The 2nd International Biennial Conference on Advances in Artificial Intelligence and Data Science (IBAAIDS), Jan 2026.
2
MOGHADDAM MOHADDESE ، DANESHPOUR ALI ، YOUSEFI MEHR BEHNAM ، GHATEE MEHDI,
"Causally Informed Domain-Guided Machine Learning for Imbalanced Lithofacies Classification from Well Logs,",
The 2nd International Biennial Conference on Advances in Artificial Intelligence and Data Science (IBAAIDS), Jan 2026.
3
DANESHPOUR ALI ، YOUSEFI MEHR BEHNAM ، GHATEE MEHDI,
"Balanced Learning with Optimized Extra Trees Classifier for Reliable Lithology Identification in Imbalanced Well Log Data,",
2025 15th International Conference on Computer and Knowledge Engineering (ICCKE), Oct 2025.
4
AZIZIAN AREF ، AHMADIAN ROUHOLLAH ، GHATEE MEHDI ، Shamsi Mostafa,
"Preventing Overfitting on Noisy Labels Through Adaptive Checkpointing,",
10th International Conference on Signal Processing and Intelligent Systems (ICSPIS), Dec 2024.
5
AHMADIAN ROUHOLLAH ، GHATEE MEHDI ، Wahlstrom Johan,
"Securing the Internet of Things through Device Identification via Network Traffic Analysis,",
10th International Conference on Signal Processing and Intelligent Systems (ICSPIS), Dec 2024.
6
VAHDANI BOJNORDI ALIREZA ، RAHMATI MAHDIEH SADAT ، SHARIFI MEHDI ، GHATEE MEHDI,
"Real-time audio analysis for detection of apnea intervals in health-care system,",
10th International Conference on Signal Processing and Intelligent Systems (ICSPIS), Dec 2024.
7
RAFEI ZAHRA ، HOSSEINI SADABADI SEYEDEH FATEMEH ، YOUSEFI MEHR BEHNAM ، TAVAKOLI SAJED ، GHATEE MEHDI,
"Optimizing Drug-Disease Association Analysis: A Resource-Efficient Approach Using Numerical Linear Algebra and Machine Learning,",
First International Conference on Machine Learning and Knowledge Discovery (MLKD 2024), Dec 2024.
8
YOUSEFI MEHR BEHNAM ، GHATEE MEHDI ، HEYDARI ALI,
"Improving ADHD Detection with Cost-Sensitive LightGBM,",
14th International Conference on Computer and Knowledge Engineering, Oct 2024.
9
MOEINI MOBINA ، AHMADIAN ROUHOLLAH ، GHATEE MEHDI,
"Calibrated SVM for Probabilistic Classification of In-Vehicle Voices into Vehicle Commands via Voice-to-Text LLM Transformation,",
8th International Conference on Smart Cities, Internet of Things & Applications, May 2024.
10
AZIZIAN AREF ، YOUSEFI MEHR BEHNAM ، GHATEE MEHDI,
"Enhanced Multi-Modal Gas Leakage Detection with NSMOTE: A Novel Over-sampling Approach,",
8th International Conference on Smart Cities, Internet of Things & Applications, May 2024.
11
GHAFFARI SHERVIN ، YOUSEFI MEHR BEHNAM ، GHATEE MEHDI,
"Generative-AI in E-Commerce: Use-Cases and Implementations,",
20th CSI International Symposium on Artificial Intelligence and Signal Processing (AISP), Feb 2024.
12
TORKE HESARI SAHAR ، YOUSEFI MEHR BEHNAM ، GHATEE MEHDI,
"Health measurement system for in-car sensors by autoencoder neural network and random forest regression: Saipa case study,",
The 5th National Informatics Conference of Iran, Jan 2024.
13
GHASEMI MOHAMMAD AMIN ، GHATEE MEHDI,
"Bridging Literary Eras: A Back-Translation Approach to Making Shakespearean Text More Accessible in Contemporary English,",
The First National Conference of Artificial Intelligence and Software Engineering, Nov 2023.
14
YOUSEFI MEHR BEHNAM ، GHATEE MEHDI,
"A Survey on Fraud Detection in Car Insurance,",
First International Conference Artificial Intelligence and Smart Vehicles (ICAISV 2023), May 2023.
15
AHMADIAN ROUHOLLAH ، GHATEE MEHDI ، Johan Wahlstr?m,
"Driver Identification by an Ensemble of CNNs Obtained from Majority-Voting Model Selection,",
First International Conference Artificial Intelligence and Smart Vehicles (ICAISV 2023), May 2023.
16
Mohammad Rahai ، IRANIPARAST MOSTAFA ، RAHAI ALIREZA ، GHATEE MEHDI,
"Surface Crack Detection using Deep Convolutional Neural Network in Concrete Structures,",
Fifth IEEE International Conference on Image Processing, Applications and Systems (IPAS 2022), Dec 2022.
17
Masoud Tahmasbi ، Leila Fazeli ، GHATEE MEHDI,
"Decision Support System for Prioritizing Service Packages in the Intelligent Transportation Systems Architecture of Shiraz,",
4th International Conference on Soft Computing (CSC2021), Dec 2021.
18
Masoud Tahmasbi ، Mehdi Akbarpour ، Leila Fazeli ، GHATEE MEHDI,
"Intelligent Transportation Systems Architecture for Shiraz metropolis considering tourism, human-oriented and data-mining services,",
6th International Conference on Civil, Structural and Seismic Engineering, Nov 2021.
19
POURHASAN NEZHAD ARASH ، GHATEE MEHDI ، Hedieh Sajedi,
"Self-Supervised Blind Spot Detection System based on Image Processing By Deep Neural Network,",
The 18th International Conference on Traffic & Transportation Engineering, Feb 2020.
20
AHMADIAN MOGHADDAM ROUHOLLAH ، GHATEE MEHDI,
"Driver Identification by Neural Network on Extracted Statistical Features from Smartphone Data,",
The 18th International Conference on Traffic & Transportation Engineering, Feb 2020.
21
BARGI MOHSEN ، GHATEE MEHDI ، MESBAH NAMINI MAHMOUD,
"Introducing two master-slave meta-heuristic algorithms for cooperative intersections timing,",
The 18th International Conference on Traffic & Transportation Engineering, Feb 2020.
22
MONTAZERI SEYED SEPANTA ، GHATEE MEHDI,
"Prediction of injuries in accidents from event detectors, harmful sensors and smartphones,",
The 17th International Conference on Traffic & Transportation Engineering, Feb 2018.
23
AZARBONYAD AHMAD ، GHATEE MEHDI ، BINESH NEDA,
"Classification of Acoustic Signals Collected by Smartphone Microphones for Detecting Accidents Immediately and Sending Their Features to Relief Centers,",
The 17th International Conference on Traffic & Transportation Engineering, Feb 2018.
24
PASHAEI ALI ، GHATEE MEHDI ، Hedieh Sajedi,
"Deep Learning Combined with RBF Neural Network for Classification of Automobiles and Severity of Accidents,",
The 17th International Conference on Traffic & Transportation Engineering, Feb 2018.
25
KARIMIAN HESAM ، SHIRALI-SHAHREZA M.HASSAN ، GHATEE MEHDI,
"An Input Data Verification System for Intelligent Vehicles To Improving Safety,",
The 17th International Conference on Traffic and Transportation Engineering, Feb 2018.
26
Arezoo Mohandessi ، GHATEE MEHDI ، Gilbert S. Young,
"Commercial Vehicle Scheduling with Time Window by a New Kind of Hopfield Neural Network,",
Intl Conf. Artificial Intelligence (ICAI17 ), Jul 2017.
27
LOTFI ROYA ، GHATEE MEHDI,
"Smartphone-based driving maneuvers detection using support vector machine,",
2nd IRAN ITS Congress, Feb 2017.
28
EFTEKHARI HAMIDREZA ، GHATEE MEHDI,
"Reorientation of smartphones for intelligent transportation applications using hill climbing search on the smart features,",
The second conference of road intelligent transportation systems, Feb 2017.
29
LOTFI ROYA ، GHATEE MEHDI ، Seyed Shakib Vedaie,
"Dangerous Driving Maneuver Detection Based on the Smartphone on the Steering Wheel applying physical-trigonometric relationships,",
The 16th International Conference on Traffic and Transportation Engineering, Feb 2017.
30
BEJANI MOHAMMAD MAHDI ، GHATEE MEHDI,
"Public Transport Drivers Assessment System Based on the Type and Level of Traffic Congestion Based on Fusion of Smartphone Data,",
2nd IRAN ITS Congress, Feb 2017.
31
KHALILI MASOOMEH ، GHATEE MEHDI ، Mehdi Teimouri,
"Danger detection for vulnerable people by a combination of acoustic sensors and smartphone,",
The 16th International Conference on Traffic and Transportation Engineering, Feb 2017.
32
BEJANI MOHAMMAD MAHDI ، GHATEE MEHDI,
"Combining machine learning algorithms to monitor driving behavior with environment-aware smartphones,",
The 16th International Conference on Traffic and Transportation Engineering, Feb 2017.
33
RAEISI GAHROUEI ARASH ، GHATEE MEHDI,
"Traffic assignment based on revised simplex algorithm accelerated by GPUs,",
The 16th International Conference on Traffic and Transportation Engineering, Feb 2017.
34
EFTEKHARI HAMIDREZA ، JALAEIAN BASHIRZADEH ALIREZA ، GHATEE MEHDI,
"Binary Programing Model to Optimize RSU Placement for Information Dissemination,",
International Conference on Vehicle Technology and Intelligent Transport Systems (VEHITS 2016), Apr 2016.
35
GOLIVAND DARVISHVAND FATEME ، GHATEE MEHDI ، EFTEKHARI HAMIDREZA,
"Using 3G and 4G/LTE for collision warning systems in vehicular network,",
The 15th International Conference on Traffic and Transportation Engineering, Mar 2016.
36
BASTANIZADEH ROYA ، GHATEE MEHDI ، EFTEKHARI HAMIDREZA,
"Smartphone based fuzzy vehicle to pedestrian collision warning system,",
The 15th International Conference on Traffic and Transportation Engineering, Mar 2016.
37
EFTEKHARI HAMIDREZA ، GHATEE MEHDI,
"Nervous behavior detection in driving maneuvers using data fusion on smartphone,",
The 14th International Conference on Traffic and Transportation Engineering, Feb 2015.
38
GOLROKHI MEHRAN ، GHATEE MEHDI,
"Fuzzy driver drowsiness warning system based on face processing in the cellphone with the ability to separate the glasses,",
The 14th International Conference on Traffic and Transportation Engineering, Feb 2015.
39
TORABI GHAZVINI SOODABEH ، GHATEE MEHDI,
"The design of a simulation software to evaluate the policies defined in the variable speed control system,",
The 14th International Conference on Traffic and Transportation Engineering, Feb 2015.
40
SAFARIMOGHADDAM MOJGAN ، GHATEE MEHDI,
"Optimal management system for road accidents based on online tracking of emergency vehicles,",
The 14th International Conference on Traffic and Transportation Engineering, Feb 2015.
41
FAGHANI OMRAN MOHAMMAD JAVAD ، GHATEE MEHDI,
"Users routes prediction using data stored in a mobile cellular network,",
1th National Road ITS congress, Jan 2015.
42
SAFARIMOGHADDAM MOJGAN ، GHATEE MEHDI,
"Incident on-line management software based on vehicle tracking,",
1th National Road ITS congress, Jan 2015.
43
SHARIFIRAD SIMA ، GHATEE MEHDI,
"A Mobile Based Expert System to Estimate the Travel Risk Applying Imbalance Data Classification,",
1th National Road ITS congress, Jan 2015.
44
GHATEE MEHDI,
"Safety model for connection area of road organization and municipality using Intelligent Transportation Systems,",
1th National Road ITS congress, Jan 2015.
45
KAKOULI VARNOUSFADERANI MILAD ، GHATEE MEHDI,
"An add value extension on video surveillance system in order to detect the number and the speed of vehicles,",
1th National Road ITS congress, Jan 2015.
46
GOLROKHI MEHRAN ، GHATEE MEHDI,
"Driver drowsiness detection system based on image processing using fuzzy techniques,",
1th National Road ITS congress, Jan 2015.
47
EFTEKHARI HAMIDREZA ، GHATEE MEHDI,
"Driver behavior evaluation based on smartphone data information fusion,",
1th National Road ITS congress, Jan 2015.
48
EFTEKHARI HAMIDREZA ، HASHEMI S.MEHDI TASHAKKORI ، GHATEE MEHDI,
"Optimal location of variable message signs on the freeway network considering traffic and accident rates,",
1th National Road ITS congress, Jan 2015.
49
ABPEIKAR SHADI ، GHATEE MEHDI,
"Knowledge based software to manage tunnel for online conditions,",
1th National Road ITS congress, Jan 2015.
50
GHATEE MEHDI ، BALALI MOGHADAM ARMAN,
"Noisy Hopfield network to solve quadratic assignment problem,",
The 7th International Conference of Iranian Operation Research Society, May 2014.
51
RASOULI ALI ، GHATEE MEHDI ، MASKANI REZA,
"Web-based GA-ANN Decision Support System For Budget Assignment in Pavement Management,",
The 13th International Conference on Traffic and Transportation Engineering, Feb 2014.
52
TEIMOURI FATEME ، GHATEE MEHDI,
"Driver assistant system for rear-end collision warning based on extracted rules from classification methods,",
The 13th International Conference on Traffic and Transportation Engineering, Feb 2014.
53
GOLKAR FATEMEH ، NIKSIRAT MALIHE ، GHATEE MEHDI,
"Design of Resource Management System in Public Transportation,",
The 13th International Conference on Traffic and Transportation Engineering, Feb 2014.
54
EFTEKHARI HAMIDREZA ، RASOULI ALI ، GHATEE MEHDI,
"Air pollution forecasting in Tehran in order to select traffic restrictions applying multilayer perception neural network,",
The 13th International Conference on Traffic and Transportation Engineering, Feb 2014.
55
MOEINFAR RAYEHE ، HASHEMI S.MEHDI TASHAKKORI ، GHATEE MEHDI,
"A Group Decision Support System (GDSS) Based on Naive Bayes Classifier for Roadway Lane Management,",
International Symposium, AISP 2013, Dec 2013.
56
AGHABEIG MANSOORE ، GHATEE MEHDI,
"NSGA2PI, The Hybrid Algorithm for Radial Basis Function Networks,",
Second International Conference on Informatics and Applications -ICIA2013, Sep 2013.
57
IMANIAN NAFISEH ، GHATEE MEHDI ، NIKSIRAT MALIHE,
"A new algorithm based on particle swarm optimization and honey bee colony for solving global optimization problems,",
21st Iranian Conference on Electrical Engineering, May 2013.
58
ZAGHI ZAHRA ، GHATEE MEHDI,
"Intelligent Transportation System Architecture Based on Cloud Computing in Iran,",
The 12 th International Conference on Traffic and Transportation Engineering, Feb 2013.
59
AGHABABAEI FATEME ، GHATEE MEHDI,
"Border control sensor location optimization with respect to various situations day,",
The 12 th International Conference on Traffic and Transportation Engineering, Feb 2013.
60
GHATEE MEHDI ، Mahshid Falsafi ، JAHDASA RAHMAN,
"Time-Varying Multi-Criteria Decision Making Model for Iranian National Plan for Intelligent Transportation Systems Architecture,",
The 12 th International Conference on Traffic and Transportation Engineering, Feb 2013.
61
ABPEIKAR SHADI ، ROUSHANI FATEMEH ، ASADI REZA ، ZAGHI ZAHRA ، GHATEE MEHDI,
"Accident severity classification and important features extraction using fuzzy rule generation: Case study on Britain accidents,",
The 12 th International Conference on Traffic and Transportation Engineering, Feb 2013.
62
Hamid Reza Eftekhari ، GHATEE MEHDI,
"Applying Data Fusion Techniques In Estimation Waiting Time In Filling Station,",
The 12 th International Conference on Traffic and Transportation Engineering, Feb 2013.
63
NIKSIRAT MALIHE ، GHATEE MEHDI ، HASHEMI S.MEHDI TASHAKKORI ، EBRAHIMI HOMAY AYDIN,
"Expert Decision Support System Design for Integrated Public Transportation Scheduling,",
The 12 th International Conference on Traffic and Transportation Engineering, Feb 2013.
64
ASADI REZA ، GHATEE MEHDI ، ZAGHI ZAHRA ، ABPEIKAR SHADI ، ROUSHANI FATEMEH,
"A decision support system for commercial vehicle operation (CVO) using rule extraction methods,",
The 12 th International Conference on Traffic and Transportation Engineering, Feb 2013.
65
ZAGHI ZAHRA ، GHATEE MEHDI ، ASADI REZA ، ROUSHANI FATEMEH ، ABPEIKAR SHADI,
"Accident classification based on the severity of the event using intelligent algorithms,",
11th Iranian Conference on Intelligent Systems, Feb 2013.
66
ABPEIKAR SHADI ، GHATEE MEHDI ، ROUSHANI FATEMEH ، ZAGHI ZAHRA ، ASADI REZA,
"A learning decision support system for bridge management with intelligent transportation systems to prevent accidents,",
11th Iranian Conference on Intelligent Systems, Feb 2013.
67
GHATEE MEHDI,
"Intelligent Transportation for Tunnel and Bridge Management based on Optimization Techniques,",
4th Workshop on Optimization and its applications, May 2012.
68
FADAEI NAEINI MARYAM ، GHATEE MEHDI ، HASHEMI S.MEHDI TASHAKKORI,
"Two models for traffic counters location for path maximal covering : A case study on Tehran Highways,",
The 11th International Traffic & Transportation Engineering Conference, Feb 2012.
69
SOUDMAND KOUSEH SOMAYEH ، HASHEMI S.MEHDI TASHAKKORI ، GHATEE MEHDI,
"Toll Pricing Estimation for Finding Optimal Price for HOV lanes without bi-level dynamic models,",
The 11th International Traffic & Transportation Engineering Conference, Feb 2012.
70
RAHIMIPOUR SHIVA ، NIKSIRAT MALIHE ، HASHEMI S.MEHDI TASHAKKORI ، GHATEE MEHDI,
"Neural Networks for velocity estimation through highways,",
The Tenth International Traffic & Transportation Engineering Conference, Feb 2012.
71
GHATEE MEHDI ، NIKSIRAT MALIHE ، HASHEMI S.MEHDI TASHAKKORI,
"Intelligent algorithms for multi-modal network problems,",
Transportation Research Board 91st Annual Meeting, Jan 2012.
72
GHATEE MEHDI,
"Combinatorial Optimization with Soft Computing,",
International conference on operations research & optimization, Jan 2012.
73
RAHIMIPOUR SHIVA ، GHATEE MEHDI,
"Solving Fuzzy Maximum Flow Problem Using Interior Point Methods,",
The second International Conference on Contemporary Issues in Computer and Information Sciences, May 2011.
74
GHATEE MEHDI,
"Intelligent Transportation Management Applying Expert Systems,",
4th International Conference of Iranian Operations Research Society, May 2011.
75
GHATEE MEHDI,
"Combinatorial optimization in urban traffic problems,",
3rd Workshop on Optimization and its applications, May 2011.
76
GHATEE MEHDI ، SAMEI ZEYNAB,
"Neouro-Fuzzy Model for incident detection in traffic networks,",
The first national conference on traffic and safety, Apr 2011.
77
GHATEE MEHDI ، HASHEMI S.MEHDI TASHAKKORI,
"Design of routing subsystem in a multi-modal network,",
The 10th International Conference on Traffic and Transportation Engineering, Nov 2010.
78
GHATEE MEHDI,
"Soft Computing in Combinatorial Optimization and Applications,",
the First International Conference on Contemporary Issues in Computer and Information Sciences, Jun 2010.
79
GHATEE MEHDI ، HASHEMI S.MEHDI TASHAKKORI,
"An expert system for network control problems and its applications in large scale network design under uncertainty,",
International Network Optimization Conference, Apr 2009.
80
GHATEE MEHDI ، HASHEMI S.MEHDI TASHAKKORI,
"A combined intelligent scheme for network control and its application in network design problems,",
second joint congress on fuzzy & intelligent systems, Oct 2008.
Conference Reviewer
#
Conference Title
Date of Cooperation & Explanations
1
Artificial Intelligence and Smart Vehicles: First International Conference (ICAISV 2023) Revised Selected Papers, Editors: Mehdi Ghatee, S.M. Hashemi
2023, Tehran, Iran
Awards & Honors
#
title
Date
1
Official Appreciated by the Deputy Director of Planning and Urban Development of the Tehran Municipality for research on BRT transportation
2007
2
Official Appreciated by the mayor of Tehran for the cooperation in launching the first BRT route
2008
3
Awarded Honor Plaque of the best researcher of intelligent transportation systems by the deputy of transportation and traffic of the mayor of Tehran
2010
4
Official Appreciated by the president of Amirkabir University of Technology for the best industrial projects of Amirkabir University of Technology
2015
5
Honored the advisor of the best MSc thesis of Amirkabir University of Technology (2017) by the president of Amirkabir University of Technology
2015
6
Awarded best paper on intelligent transportation systems in the 16th International Conference on Transportation and Traffic Engineering
2017
7
Awarded the second rank in the first course of Isfahan artificial intelligence competition (IAI2023) imanaged by Isfahan National Elite Foundation
2023
8
Awarded the Sheikh Mofid grant for the best professors elected by university students (by the vice president of science, technology and knowledge-base
2024
9
Official Appreciated by the Minister of Science, Research and Technology for improving cyber security indicators for smart, safe and secure education
2024
Executive Activities
#
Executive Activities Titles
Name of Organization / comment
Starting Date
Termination Date
1
Manager of computer systems and networks
Department of Math. & Computer Science, Amirkabir University of Technology
2010
2014
2
Head of Computer Science Department (E-Learning)
Department of Math. & Computer Science, Amirkabir University of Technology
2010
2014
3
Head of Computer Science Department
Department of Math. & Computer Science, Amirkabir University of Technology
2014
2016
4
Associate Dean for Undergraduate Studies
Department of Math. & Computer Science, Amirkabir University of Technology
2016
2020
5
Associate Dean for Graduate Studies, Research and International Affairs
Department of Math. & Computer Science, Amirkabir University of Technology
2020
2021
6
Head of Information and Communication Technology Center
Amirkabir University of Technology
2021
2025
7
Chair of the First International Conference Artificial Intelligence and Smart Vehicles (ICAISV 2023)
Tehran, Iran
2023
Taught Courses
#
Course title
Description
Headlines
Date
1
Artificial Intelligence & Workshop
4051
2
Advanced Artificial Intelligence
هدف از درس داده هوش مصنوعی پیشرفته، آشنایی با اصول هوش مصنوعی نوین برای مسایل شهر هوشمند است.
4042
3
Artificial Intelligence & Workshop
هدف از درس هوش مصنوعی، آشنایی با روشهای تصمیم گیری هوشمندانه عامل های هوشمند و اتخاذ تصمیم های مناسب است.
4042
4
Advanced Artificial Intelligence
4041
5
Advanced Artificial Intelligence
4041
6
Seminar
4041
7
Computational Data Mining
4041
8
Artificial Intelligence & Workshop
4041
9
Artificial Intelligence & Workshop
4032
10
Advanced Programming & Workshop
4032