1
B. Yousefi Mehr, M. Ghatee, A. Ghazimoradi, V. Farahifar,
"Resampled Cost-Sensitive Operational Machine learning Ensemble (ROME) framework for Car Insurance Fraud Detection",
International Journal of Information and Communication Technology Research (Ijict,
vol. 18,
no. 1,
pp.43-54,
2026.
2
B. Yousefi Mehr, M. Ghatee, J. Fazli, S. Ghaffari, Z. Rafei, M. Seifi, S. Tavakoli, A. Nikahd, M. Razi Gandomani, A. Orouji, R. Mahmoudi, S. Heshmati, N. Mousavi,
"Data Balancing Strategies: A Systematic Survey of Resampling and Augmentation Methods",
Machine Learning and Knowledge Extraction,
vol. 8,
no. 7,
pp.211-211,
2026.
3
B. Yousefi Mehr, M. Ghatee, R. Razavi-far,
"Multi-teacher knowledge distillation framework for lightweight anomaly detection",
Neural Networks,
vol. 195,
no. ,
pp.108267-108267,
2026.
4
B. Yousefimehr, M. Ghatee, S. Ghaffari, A. Arasteh, P. Ahmadi, A. Ghane, S. Esnaasharieh,
"A systematic review for 2019-2025 on deep learning models in the film production industry",
Entertainment Computing,
vol. 56,
no. ,
pp.101076-101076,
2026.
5
B. Yousefimehr, M. Ghatee,
"A Systematic Survey and Empirical Comparison of Hybrid Methods for Imbalanced Fraud Detection: Combining Resampling and Machine Learning",
Aut Journal of Mathematics and Computing,
vol. 7,
no. 1,
pp.85-116,
2026.
6
Z. Rafei, S.F. Hosseini Sadabadi, B. Yousefi Mehr, M. Ghatee,
"Drug-Disease Association Analysis via Machine Learning on Extracted Features by Matrix Decomposition",
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vol. 10,
no. 3,
pp.295-313,
2025.
7
R. Ahmadian, M. Ghatee, Johan Wahlstrom,
"Superior scoring rules for probabilistic evaluation of single-label multi-class classification tasks",
International Journal of Approximate Reasoning,
vol. 182,
no. ,
pp.109421-,
2025.
8
F. Hoseynnia, M. Ghatee, M. Haghirchehreghani,
"Mitigating over-smoothing in Graph Neural Networks for node classification through Adaptive Early Embedding and Biased DropEdge procedures",
Knowledge-Based Systems,
vol. 320,
no. ,
pp.113615-,
2025.
9
A. Rahmani, M. Ghatee,
"Fast inference in classification of optical coherence tomography (OCT) images for real-time retinal disease diagnosis",
Biomedical Signal Processing and Control,
vol. 103,
no. ,
pp.107365-,
2025.
10
B. Yousefi Mehr, M. Ghatee, S. Moradi Sabet, Y. Tafakor, S. Tavakoli,
"Detecting Car Insurance Fraud Using Improved Clustering with Genetic Algorithm",
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vol. 14,
no. 2,
pp.109-118,
2025.
11
R. Ahmadian, M. Ghatee, Johan Wahlstr?m,
"Enhancing user identification through batch averaging of independent window subsequences using smartphone and wearable data",
Computers and Security,
vol. 150,
no. ,
pp.104265-,
2025.
12
B. Yousefi Mehr, M. Ghatee,
"A distribution-preserving method for resampling combined with LightGBM-LSTM for sequence-wise fraud detection in credit card transactions",
Expert Systems With Applications,
vol. 262,
no. 1,
pp.125661-125661,
2025.
13
Azra Rasouli Kenari, Ahmadreza Montazerolghaem, Zahra Zojaji, M. Ghatee, B. Yousefi Mehr, A. Rahmani, 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,
vol. 15,
no. 2,
pp.1-8,
2025.
14
R. Ahmadian, M. Ghatee, J. Wahlstrom,
"Improved User Identification through Calibrated Monte-Carlo Dropout",
Knowledge-Based Systems,
vol. 305,
no. ,
pp.112581-,
2024.
15
S. Saronian, B. Yousefi Mehr, M. Ghatee,
"An Ensemble of Deep Clustering Models With Autoencoders to Mine Travel Patterns From Smart Card Data",
Ieee Transactions On Intelligent Transportation Systems,
vol. 25,
no. 12,
pp.20960-20969,
2024.
16
R. Ahmadian, M. Ghatee, J. Wahlstrom,
"Uncertainty Quantification to Enhance Probabilistic-Fusion-Based User Identification Using Smartphones",
Ieee Internet of Things Journal,
vol. 11,
no. 20,
pp.33450-33458,
2024.
17
Mohsen Saffarian, M. Ghatee, 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,
vol. 31,
no. 5,
pp.859-888,
2023.
18
M. Mesbah Namini, M.M. Zareian, S. Moradi, M. Ghatee,
"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,
vol. 3,
no. 2,
pp.237-251,
2022.
19
Mohsen Ghassemi Parsa, Hadi Zare, M. Ghatee,
"Low-rank dictionary learning for unsupervised feature selection",
Expert Systems With Applications,
vol. 202,
no. 1,
pp.117149-117149,
2022.
20
N. Binesh, M. Ghatee,
"Using principal eigenvectors of Laplacian-Plus matrix to identify spreaders of social networks under linear threshold diffusion model",
Aut Journal of Mathematics and Computing,
vol. 3,
no. 2,
pp.153-164,
2022.
21
R. Ahmadian Moghaddam, M. Ghatee, Johan Wahlstr?m,
"Discrete Wavelet Transform for Generative Adversarial Network to Identify Drivers Using Gyroscope and Accelerometer Sensors",
Ieee Sensors Journal,
vol. 0,
no. 0,
pp.1-8,
2022.
22
N. Binesh, M. Ghatee,
"Distance-aware optimization model for influential nodes identification in social networks with independent cascade diffusion",
Information Sciences,
vol. 581,
no. 1,
pp.88-105,
2021.
23
S. Rahimipour, M. Ghatee, S.T. Hashemi, A. Nikabadi,
"A hybrid of neuro-fuzzy inference system and hidden Markov Model for activity-based mobility modeling of cellphone users",
Computer Communications,
vol. 173,
no. 1,
pp.79-94,
2021.
24
M.M. Bejani, M. Ghatee,
"A systematic review on overfitting control in shallow and deep neural networks",
Artificial Intelligence Review,
vol. 2021,
no. 0,
pp.1-48,
2021.
25
M.M. Bejani, M. Ghatee,
"Least auxiliary loss-functions with impact growth adaptation (Laliga) for convolutional neural networks",
Neurocomputing,
vol. 2021,
no. 0,
pp.1-15,
2021.
26
M. Ghatee, M. Khalili, Mehdi Teimouri, M.M. Bejani,
"Roadside acoustic sensors to support vulnerable pedestrians via their smartphones",
.Aut Journal of Mathematics and Computing,
vol. 1,
no. 2,
pp.135-143,
2020.
27
F. Teimouri, M. Ghatee,
"A Real-Time Warning System for Rear-End Collision Based on Random Forest Classifier",
Journal of Soft Computing In Civil Engineering,
vol. 4,
no. 1,
pp.49-71,
2020.
28
R. Ahmadian Moghaddam, M. Ghatee,
"Driver authentication using neural network on statistical features extracted from smartphone data",
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vol. 1399,
no. 81,
pp.5-16,
2020.
29
Mohsen Ghassemi Parsa, Hadi Zare, M. Ghatee,
"Unsupervised feature selection based on adaptive similarity learning and subspace clustering",
Engineering Applications of Artificial Intelligence,
vol. 95,
no. 103855,
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2020.
30
M. Heidari, M. Ghatee, A. Nikabadi, A. Pourhasan Nezhad,
"Diverse and Styled Image Captioning Using SVD-Based Mixture of Recurrent Experts",
Concurrency and Computation-Practice and Experience,
vol. 0,
no. 0,
pp.1-11,
2020.
31
M.M. Bejani, M. Ghatee,
"Theory of Adaptive SVD Regularization for Deep Neural Networks",
Neural Networks,
vol. 128,
no. 1,
pp.33-46,
2020.
32
Hadi Zare, Mohsen Ghasemi Parsa, M. Ghatee, Sasan H. Alizadeh,
"Unsupervised Feature Selection Based on Low Dimensional Embedding and Subspace Learning",
International Journal of Information and Communication Technology(Ijict),
vol. 12,
no. 3,
pp.38-46,
2020.
33
S. Abpeikar, M. Ghatee, Gian Luca Foresti, Christian Micheloni,
"Adaptive Neural Tree Exploiting Expert Nodes to Classify High-Dimensional Data",
Neural Networks,
vol. 124,
no. 1,
pp.20-38,
2020.
34
S. Abpeikar, M. Ghatee,
"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,
vol. 1,
no. 1,
pp.95-100,
2019.
35
S. Abpeikar, M. Ghatee,
"Neural trees with peer-to-peer and server-to-client knowledge transferring models for high-dimensional data classification",
Expert Systems With Applications,
vol. 137,
no. 1,
pp.281-291,
2019.
36
M.M. Bejani, M. Ghatee,
"Convolutional Neural Network With Adaptive Regularization to Classify Driving Styles on Smartphones",
Ieee Transactions On Intelligent Transportation Systems,
vol. 0,
no. 0,
pp.1-10,
2019.
37
A. Pashaei, M. Ghatee, 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,
vol. 0,
no. 0,
pp.1-16,
2019.
38
H. Eftekhari, M. Ghatee,
"A similarity-based neuro-fuzzy modeling for driving behavior recognition applying fusion of smartphone sensors",
Journal of Intelligent Transportation Systems,
vol. 0,
no. 0,
pp.1-12,
2018.
39
S. Abpeikar, M. Ghatee, Hadi Zare,
"Ensemble decision forest of RBF networks via hybrid feature clustering approach for high-dimensional data classification",
Computational Statistics and Data Analysis,
vol. 131,
no. 0,
pp.12-36,
2018.
40
S. Abpeikar, M. Ghatee,
"An ensemble of RBF neural networks in decision tree structure with knowledge transferring to accelerate multi-classification",
Neural Computing and Applications,
vol. 0,
no. 0,
pp.1-21,
2018.
41
H. Eftekhari, M. Ghatee,
"Hybrid of discrete wavelet transform and adaptive neuro fuzzy inference system for overall driving behavior recognition",
Transportation Research Part F-Traffic Psychology and Behaviour,
vol. 58,
no. 1,
pp.782-796,
2018.
42
S. Abpeikar, M. Ghatee,
"Decent direction methods on the feasible region recognized by supervised learning metamodels to solve unstructured problems",
Journal of Information & Optimization Sciences,
vol. 39,
no. 6,
pp.1245-1262,
2018.
43
R. Bastanizadeh, M. Ghatee, H. Eftekhari,
"Three-Phases Smartphone-Based Warning System to Protect Vulnerable Road Users Under Fuzzy Conditions",
Ieee Transactions On Intelligent Transportation Systems,
vol. 19,
no. 7,
pp.2086-2098,
2018.
44
Mina Javanmard, Ehsam Abdi, M. Ghatee, Baris Majnounian,
"Forest road planning using artificial neural network and GIS",
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vol. 10,
no. 2,
pp.139-152,
2018.
45
F. Golivand Darvishvand, M. Ghatee, H. Eftekhari,
"Using 3G and 4G/LTE for collision warning systems in vehicular network",
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vol. 72,
no. 1,
pp.42-51,
2018.
46
M.M. Bejani, M. Ghatee,
"A context aware system for driving style evaluation by an ensemble learning on smartphone sensors data",
Transportation Research Part C-Emerging Technologies,
vol. 89,
no. 0,
pp.303-320,
2018.
47
R. Bastanizadeh, M. Ghatee, H. Eftekhari,
"Smartphone based fuzzy vehicle to pedestrian collision warning system",
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vol. 17,
no. 71,
pp.31-41,
2017.
48
A. Fakhri, M. Ghatee, Antonios Fragkogios, Georgios K.d. Saharidis,
"Benders decomposition with integer subproblem",
Expert Systems With Applications,
vol. 89,
no. 1,
pp.20-30,
2017.
49
H. Eftekhari, M. Ghatee,
"The lower bound for dynamic parking prices to decrease congestion through CBD",
Operational Research,
vol. 17,
no. 1,
pp.761-787,
2017.
50
M. Niksirat, S.T. Hashemi, M. Ghatee,
"Branch-and-price algorithm for fuzzy integer programming problems with block angular structure",
Fuzzy Sets and Systems,
vol. 296,
no. 1,
pp.70-96,
2016.
51
H. Eftekhari, M. Ghatee,
"An inference engine for smartphones to preprocess data and detect stationary and transportation modes",
Transportation Research Part C-Emerging Technologies,
vol. 69,
no. 1,
pp.313-327,
2016.
52
E. Abbasi Harofteh, M.E. Shiri Ahmad Abady, M. Ghatee,
"A regularized root-quartic mixture of experts for complex classification problems",
Knowledge-Based Systems,
vol. 110,
no. 0,
pp.98-109,
2016.
53
E. Abbasi Harofteh, M.E. Shiri Ahmad Abady, M. Ghatee,
"Root-quatric mixture of experts for complex classification problems",
Expert Systems With Applications,
vol. 53,
no. 0,
pp.192-203,
2016.
54
A. Fakhri, M. Ghatee,
"Application of Benders decomposition method in solution of a fixed-charge multicommodity network design problem avoiding congestion",
Applied Mathematical Modelling,
vol. 40,
no. 13,
pp.6468-6476,
2016.
55
A. Fakhri, M. Ghatee,
"Minimizing the sum of a linear and a linear fractional function applying conic quadratic representation: continuous and discrete problems",
Optimization,
vol. 65,
no. 5,
pp.1023-1038,
2016.
56
R. Asadi, M. Ghatee,
"A Rule-Based Decision Support System in Intelligent Hazmat Transportation System",
Ieee Transactions On Intelligent Transportation Systems,
vol. 16,
no. 5,
pp.2756-2764,
2015.
57
M. Ghatee, S.T. Hashemi,
"Multi-perspective Decision Support System for Hierarchical Bus Transportation Network Design : Tehran Case Study",
International Journal of Transportation Engineering,
vol. 2,
no. 2,
pp.107-118,
2014.
58
S. Abpeikar, M. Ghatee,
"Supervised and unsupervised learning DSS for incident management in intelligent tunnel: A case study in Tehran Niayesh tunnel",
Tunnelling and Underground Space Technology,
vol. 42,
no. 3,
pp.293-306,
2014.
59
M. Ghatee,
"Solution of the Generalized Interval Linear Programming Problems: Pessimistic and Optimistic Approaches",
Journal of Computing and Security,
vol. 1,
no. 2,
pp.159-167,
2014.
60
A. Fakhri, M. Ghatee,
"Fractional multi-commodity flow problem: Duality and optimality conditions",
Applied Mathematical Modelling,
vol. 38,
no. 7,
pp.2151-2162,
2014.
61
S. Soudmand Kouseh, M. Ghatee, S.T. Hashemi,
"SA-IP method for congestion pricing based on level of service in urban network under fuzzy conditions",
International Journal of Civil Engineering,
vol. 11,
no. 4,
pp.282-292,
2013.
62
A. Fakhri, M. Ghatee,
"Solution of preemptive multi-objective network design problems applying Benders decomposition method",
Annals of Operations Research,
vol. 210,
no. 1,
pp.295-307,
2013.
63
E. Abbasi Harofteh, M. Ghatee, M.E. Shiri Ahmad Abady,
"FRAN and RBF-PSO as two components of a hyper framework to recognize protein folds",
Computers In Biology and Medicine,
vol. 43,
no. 9,
pp.1182-1191,
2013.
64
M. Ghatee, M. Niksirat,
"A Hopfield neural network applied to the fuzzy maximum cut problem under credibility measure",
Information Sciences,
vol. 229,
no. 1,
pp.77-93,
2013.
65
M.s. Beyranvand, M. Reza Peyghami, M. Ghatee,
"On the quadratic model for unrelated parallel machine scheduling problem with restrictive common due date",
Optimization Letters,
vol. 6,
no. 8,
pp.1897-1911,
2012.
66
M. Nicsirat, M. Ghatee, S.T. Hashemi,
"Multimodal K-shortest viable path problem in Tehran public transportation network and its solution applying ant colony and simulated annealing algorithms",
Applied Mathematical Modelling,
vol. 36,
no. 11,
pp.5709-5726,
2012.
67
S. Rahimipour, M. Niksirat, S.T. Hashemi, M. Ghatee,
"Application of fuzzy neural networks to predict the speed of the highway network",
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vol. 49,
no. 2,
pp.15-20,
2012.
68
M. Fadaei Naeini, M. Ghatee, S.T. Hashemi,
"New Modelling for Traffic Counters Location Problem in order to Maximize Path Coverage: Tehran Highways Pilot",
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vol. 48,
no. 1,
pp.19-23,
2012.
69
M. Ghatee,
"QoS-based cooperative algorithm for integral multi-commodity flow problem",
Computer Communications,
vol. 34,
no. 7,
pp.835-846,
2011.
70
M. Ghatee, S.T. Hashemi,
"Optimal network design and storage management in petroleum distribution network under uncertainty",
Engineering Applications of Artificial Intelligence,
vol. 22,
no. 4,
pp.796-807,
2010.
71
M. Ghatee, A. Mohades Khorasani,
"Motion planning in order to optimize the length and clearance applying a Hopfield neural network",
Expert Systems With Applications,
vol. 36,
no. 3,
pp.4688-4695,
2010.
72
M. Ghatee, S.T. Hashemi,
"Application of fuzzy minimum cost flow problems to network design under uncertainty",
Fuzzy Sets and Systems,
vol. 160,
no. 22,
pp.3263-3289,
2010.
73
M. Ghatee, S.T. Hashemi,
"Traffic assignment model with fuzzy level of travel demand: An efficient algorithm based on quasi-Logit formulas",
European Journal of Operational Research,
vol. 194,
no. 2,
pp.432-451,
2010.
74
M. Ghatee, S.T. Hashemi, M. Zarepisheh, E. Khorram,
"Preemptive priority-based algorithms for fuzzy minimal cost flow problem: An application in hazardous materials transportation",
Computers and Industrial Engineering,
vol. 57,
no. 1,
pp.341-354,
2009.
75
M. Ghatee, S.T. Hashemi,
"Some concepts of the fuzzy multicommodity flow problem and their application in fuzzy network design",
Mathematical and Computer Modelling,
vol. 49,
no. 5,
pp.1030-1043,
2009.
76
M. Dehghan, M. Ghatee, B. Hashemi,
"Inverse of a fuzzy matrix of fuzzy numbers",
International Journal of Computer Mathematics,
vol. 86,
no. 8,
pp.1433-1452,
2009.
77
M. Dehghan, M. Ghatee, B. Hashemi,
"SOME COMPUTATIONS ON FUZZY MATRICES: AN APPLICATION IN FUZZY ANALYTICAL HIERARCHY PROCESS",
International Journal of Uncertainty Fuzziness and Knowledge-Based Systems,
vol. 16,
no. 5,
pp.715-733,
2009.
78
M. Ghatee, S.T. Hashemi, M. Dehghan,
"The solution and duality of imprecise network problems",
Computers and Mathematics With Applications,
vol. 55,
no. 12,
pp.2267-2290,
2009.
79
M. Ghatee, S.T. Hashemi,
"Generalized minimal cost flow problem in fuzzy nature: An application in bus network planning problem",
Applied Mathematical Modelling,
vol. 32,
no. 12,
pp.2490-2508,
2009.
80
M. Ghatee, S.T. Hashemi,
"Ranking function-based solutions of fully fuzzified minimal cost flow problem",
Information Sciences,
vol. 177,
no. 20,
pp.4271-4294,
2008.
81
M. Dehghan, B. Hashemi, M. Ghatee,
"Solution of the fully fuzzy linear systems using iterative techniques",
Chaos Solitons and Fractals,
vol. 34,
no. 2,
pp.316-336,
2007.
82
E. Nasrabadi, S.T. Hashemi, M. Ghatee,
"AN LP-BASED APPROACH TO OUTLIERS DETECTION IN FUZZY REGRESSION ANALYSIS",
International Journal of Uncertainty Fuzziness and Knowledge-Based Systems,
vol. 15,
no. 4,
pp.441-456,
2007.