Brief CV
First Name: Mir Mohsen
Laset Name: Pedram
Department: Electrical & Computer Engineering
Educational records
#
Course
University
City
Country
Graduation Date
Total mean
1
BS
Isfahan University of Technology
Isfahan
Iran
1990
2
MS
Tarbiat Modarres University
Tehran
Iran
1994
3
PhD
Tarbiat Modarres University
Tehran
Iran
2003
Academic & scientific positions
#
Responsibilities Titles
Name of Organization
Starting Date
Termination Date
1
Faculty Member in the Department of Electrical & Computer Engineering
Kharazmi University
2003
Executive Activities
#
Executive Activities Titles
Name of Organization / comment
Starting Date
Termination Date
1
Head of the Department of Electrical & Computer Engineering
Faculty of Engineering
2015
2019
Research interests
#
Title
Start date
1
Machine Learning, Learning Theory
2
Data Mining. Text Mining, Web Mining
3
Muti-agent Systems, Reinforcement Learning
4
Cognitive Modeling
Theses supervised
#
Title
Persons
1
Differential privacy preserving for mobile crowdsourcing systems
Elham Fakhri
2
A Single-Document Abstractive Summarization Method using Guided Deep Neural Network
Mohammad Pourshirazi
3
Improving Pooling Layers of CNN Networks Using Topological Properties
Mahdai Hosseini Moghaddam
4
Improving EEG-based Alzheimer’s disease detection using deep transfer learning
Elham Fakhri
5
Auto trade with Ichimoku clouds and encoders using Reinforcement learning alghoritms
Meitham Khairollahnejad
6
Conceptual Design of Monitoring & Evaluation System in Kharazmi University Welfare Department
F. Parviz
7
Machine Translation using Deep Graph Neural Networks and Semantic Methods
M. Dorosti
8
Predicting neck pain disability using machine learning with functional app design
Mehrnaz Gholamshahi
9
Emotion Detection based on EEGand Physiological Signals using Deep Learning
Mahsa Pourhossein
10
Multi resolution fully end-to-end cascaded CNN for document localization
Ebrahim Valizadeh
11
Fake News Detection with Deep Learning
Kiarash Valizadeh
12
Missing Data Imputation Based on Hierarchical Temporal Memory Model
Vajehe-Sadat Hosseini bayan
13
using deep learning techniques to address the cold start problem in recommender systems
Hamed Bonab
14
a hybrid recommendation system for product suggestion using a measure of similarity and collaborative filtering
Hamid-Reza Vakilian
15
reward shaping for reinforcement learning using non-linear feature extraction from POMDPs
Sepideh Nahali
16
Drug Alternative Detection by PPI Network
Elaheh Taherinejad
17
Autonomous Mission Planning for a Team of UAVs using SOAR cognitive architecture in a delivery system
Hossein Azizi-Naghsh
18
Conceptual Design of Monitoring & Evaluation System in Kharazmi University Welfare Department
فاطمه پرویز
19
Extension of PAC framework for learning from dependent observation
Seyyed Mohammad-Ali Aghavan
20
Providing an Iproved Method for Intrusion Detetion in Network via Data Mining Algorithm
Ayyaoub Safaei
21
Improving classification of motor imagery EEG-based BCI (brain-computer interface)by fuzzy logic and metaheuristic algorithms
Reza Eghbali
22
Conceptual Design of Quality Monitoring and Evaluation of Educational System in University of Kharazmi
Masoumeh Ghelichkhani
23
Trending topic prediction for Persian tweets in Twitter
Saeed Eyvazi
24
fuzzy utility sequential pattern mining over data stream
Nasim Zandi
25
improving group recommender systems by a multiview approach
Maryam Sadeghi
26
Unspoken word detection from brain activity by EEG signal
Amin Honarmandi
27
Analysis the decision rightness criterion by eye tracking
Aida Pakniiat
28
Corrosion Growth Modeling with using Artificial Neural Networks
Kianoush Rockyzadeh
29
Dynamic Resource Management for Applications in Cloud Computing
Mohammad-Amin Zaheri
30
nonparametric independent component analysis improvement using statistical analysis of different kernels
Faezeh Allahabadi
31
Spoken Language Understanding Using a Discriminative Framework
Majid Hajilou
32
Persian Text categorization using a cognitive approach
Mehran Pourali
33
Relation Analysis of HIV Polymorphisms
Fariba Roufi Sousahab
34
User interest detection by LDA
Khojasteh jalali
35
Mental disease detection from brain EEG signals using information-theoretic learning
Aria Khademi
36
Fake News Detection Based on ParsBERT Model with User Profile
محمدرضا احمدی
37
A Tender Offering Recommender System Based on Deep Learning
مائده نوروزی
38
Metaphor Detection using Metaphorical Identification Theories and Graph Neural Networks
شقایق لولو
39
Abstractive Text Summarization Using Deep Reinforcement Learning with a Sentence Embedding Approach
مهدی قدمی
40
Alzheimer disease early diagnosis by spatio-temporal graph neural networks and multi-modal data
یاسین امینی
41
A Preventive Maintenance-Scheduling Model For Shared Bicycles
فروزان نقدی اغچه
42
Face Familiarity Detection with Functional Near-InfraRed Spectroscopic by Probabilistic Graphical Models
رقیه فرجی الموتی
43
Early detection of attention deficit hyperactivity disorder (ADHD) with MRI data
الهه حسینی
44
Prediction of customers’ purchasing price competition rate by Artificial Neural Network through smartening marketing section of being implemented ERP, with the aim of business profitability enhancement
فرهاد احدی کلو
45
Customers clustering and offering travel package using machine learning methods: BDOOD Bicycle sharing case study
محمد عمادی
46
3D object detection using the combination of monocular and stereo methods for autonomous driving
شهره دولتی
47
Diagnosis of Mild Cognitive Impairment (MCI) using Graph Neural Networks Based on Functional Near-Infrared Spectroscopy (FNIRS) Data
محمدصادق فتحی اوزنبلاغ
48
Answer Quality Estimation using Ensemble Learning in Question Answering System
معصومه خالقیان
Theses advised
#
Title
Persons
1
Investigation of speech model for Deaf and dumb people and classification using neural network
Mina Asadi
2
High level features extraction in human action recognition
Ghazal Shamsipour
3
Anomaly Patterns Recognition in Gold Coin Futures Market of Iran Mercantile Exchange
Mohammad Abouei
4
Analysis of E-government Ranking for reasons of improvement
Mahnaz Torabifard
5
Online Signature Verification Using Long Short-Term Memory Neural Network
Zahra Zolfaghari
6
Prediction low back pain disability using machine learning with functional app design
Fahimeh Basikhasteh
7
Anomaly detection using Ensemble AE(Autoencoder) and OCNN(One Class NeuralNetwork)
فاطمه دهقان پور
8
Continuous Estimation of Lower Extremity Biomechanical Parameters during Walking and Running using Accelerometer and Artificial Neural Networks
زاهد منتشلو
9
Improving the efficiency of machine translation in Persian with dual learning
علیرضا محمدی
10
Body Shape Detection Using Image Segmentation
فاطمه اصغری همپا
11
Deep-learning-based Intent Recognition for inference purposes in dialogue systems
علی سرمدی
12
Optimizing the Cash supply Process of Bank Branches and ATMs network with a Social Responsibilities Approach
مجید زینل خانی
13
Health monitoring of frame structures using machine learning based on time domain data-driven approach
امید اللهیاری پرگو
14
Diagnosing bipolar patients from other psychiatric disorders using convolutional neural networks
مصطفی زندی دره غریبی
15
Diagnosing parkhnson disorders using convolutional neural networks
مصطفی زندی دره غریبی
Published articles
#
Paper title
Writer
Magazine title
Publish year
Publish type
Article type
1
Presenting a Model of Data Anonymization in Big Data in the Context of In-Memory Processing Framework
E. Shamsinejad, T. Banirostam, Mir Mohsen Pedram, A. Rahmani
Journal of Electrical and Computer Engineering Innovations (JECEI)
2024
Full Text
2
Lower body kinematics estimation during walking using an accelerometer
Zahed Mantashloo, Ali Abbasi, Mehdi Khaleghi Tazji, Mir Mohsen Pedram
JOURNAL OF BIOMECHANICS
2023
Full Text
3
Continuous estimation of kinetic variables while walking using an accelerometer and artificial neural networks
Zahed Mantashloo, Ali Abbasi, Mehdi Khaleghi Tazji, Mir Mohsen Pedram
MEASUREMENT SCIENCE and TECHNOLOGY
2023
Full Text
4
Providing a forecasting model and optimization of the cash balance of bank branches and ATMs with the approach of social responsibilities
Majid Zeinalkhani, Nasim Ghanbar tehrani, Seyed Hamid Reza Pasandideh, Mir Mohsen Pedram
International Journal of Nonlinear Analysis and Applications
2023
Full Text
5
A Model to Detect the Fraud of Electronic Payment Card Transactions Based on Stream Processing in Big Data
Hamid Banirostam, Touraj Banirostam, Mir Mohsen Pedram, Amir Masoud Rahmani
Journal of Signal Processing Systems for Signal Image and Video Technology
2023
Full Text
6
Impact of negative links on the structural balance of brain functional network during emotion processing
Farhad Soleymani, Reza Khosrowabadi, Mir Mohsen Pedram, Javad Hatami
Scientific Reports
2023
Full Text
7
Providing and evaluating a comprehensive model for detecting fraudulent electronic payment card transactions with a two-level filter based on flow processing in big data
Hamid Banirostam, Touraj Banirostam, Mir Mohsen Pedram, Amir Masoud Rahmani
International Journal of Information Technology (Singapore)
2023
Full Text
8
EEG Feature Extraction and Data Augmentation in Emotion Recognition
Mahsa Pourhosein, Mir Mohsen Pedram, Hossein Sadr
Computational Intelligence and Neuroscience
2022
Full Text
9
Plasmonics Optoelectronics Nanobiosensors for Detection of Alzheimer's Disease Biomarker via Amyloid-Beta (A?) in Near-Infrared
Morteza Amini, Mir Mohsen Pedram, Alireza Moradi, Mahshad Ochani
Plasmonics
2022
Full Text
10
Highly Sensitive Surface Plasmon Resonance Biosensors Utilizing Prism-Waveguide Configuration for Detection of Alzheimer Disease Biomarker
Morteza Amini, Mir Mohsen Pedram, Alireza Moradi, Mahshad Ochani
Plasmonics
2022
Full Text
11
Classification of skin lesions By Tda alongside xception neural network
Naiereh Elyasi, Mehdi Hosseini Moghadam, Mir Mohsen Pedram
Journal of AI and Data Mining
2022
Full Text
12
GC-CNNnet: Diagnosis of Alzheimer's Disease with PET Images Using Genetic and Convolutional Neural Network
Morteza Amini, Mir Mohsen Pedram, Alireza Moradi, Mahdieh Jamshidi, Mahshad Ouchani
Computational Intelligence and Neuroscience
2022
Full Text
13
Diagnosis of Alzheimer's Disease by Time-Dependent Power Spectrum Descriptors and Convolutional Neural Network Using EEG Signal
Morteza Amini, Mir Mohsen Pedram, Alireza Moradi, Mahshad Ouchani
Computational and Mathematical Methods in Medicine
2021
Full Text
14
Diagnosis of Alzheimer's Disease Severity with fMRI Images Using Robust Multitask Feature Extraction Method and Convolutional Neural Network (CNN)
Morteza Amini, Mir Mohsen Pedram, Alireza Moradi, Mahshad Ouchani
Computational and Mathematical Methods in Medicine
2021
Full Text
15
Convolutional Neural Network Equipped with Attention Mechanism and Transfer Learning for Enhancing Performance of Sentiment Analysis
Hossein Sadr, Mir Mohsen Pedram, Mohammad Teshnehlab
Journal of AI and Data Mining
2021
Full Text
16
A Multi-View Group Recommender System based on Trust and Ratings
Seyyed Amir Asghari, Maryam Sadegi, Mir Mohsen Pedram
The CSI Journal on Computer Science and Engineering
2021
Full Text
17
Single and Combined Neuroimaging Techniques for Alzheimer's Disease Detection
Morteza Amini, Mir Mohsen Pedram, Alireza Moradi, Mahdieh Jamshidi, Mahshad Ouchani
Computational Intelligence and Neuroscience
2021
Full Text
18
Multi-View Deep Network: A Deep Model Based on Learning Features From Heterogeneous Neural Networks for Sentiment Analysis
Hossein Sadr, Mir Mohsen Pedram, Mohammad Teshnehlab
IEEE Access
2020
Full Text
Original Article
19
A Robust Sentiment Analysis Method Based on Sequential Combination of Convolutional and Recursive Neural Networks
Hossein Sadr, Mir Mohsen Pedram, Mohammad Teshnehlab
NEURAL PROCESSING LETTERS
2019
Full Text
Original Article
20
Diagnosis of Autism Spectrum Disorders in Young Children Based on Resting-State Functional Magnetic Resonance Imaging Data Using Convolutional Neural Networks
Maryam Akhavan Aghdam, Arash Sharifi, Mir Mohsen Pedram
JOURNAL OF DIGITAL IMAGING
2019
Full Text
Original Article
21
Improving the Performance of Text Sentiment Analysis using Deep Convolutional Neural Network Integrated with Hierarchical Attention Layer
Hossein Sadr, Mir Mohsen Pedram, Mohammad Teshnehlab
International Journal of Information and Communication Technology Research (IJICT
2019
Full Text
Original Article
22
Exploring the Efficiency of Topic-Based Models in Computing Semantic Relatedness of Geographic Terms
Hossein Sadr, Mozhdeh Nazari, Mir Mohsen Pedram, Mohammad Teshnehlab
International Journal of Web Research
2019
Full Text
23
Combination of rs-fMRI and sMRI Data to Discriminate Autism Spectrum Disorders in Young Children Using Deep Belief Network
Maryam Akhavan Aghdam, Arash Sharifi, Mir Mohsen Pedram
JOURNAL OF DIGITAL IMAGING
2018
Full Text
Original Article
24
Resource Allocation in Volunteer Computing Networks Based on Node Reliability
Ja'far Khakpoor, Mir Mohsen Pedram
Signal Processing and Renewable Energy
2018
Full Text
Original Article
25
A robust image-based cryptology scheme based on cellular nonlinear network and local image descriptors
Mohammad Mahdi Dehshibi, Jamshid Shanbehzadeh, Mir Mohsen Pedram
International Journal of Parallel, Emergent and Distributed Systems
2018
Full Text
Original Article
26
Low-rank approximation of large-scale matrices via randomized methods
Sarvenaz Hatami rad, Mir Mohsen Pedram
JOURNAL OF SUPERCOMPUTING
2017
Full Text
Original Article
27
Constrained fuzzy sequential pattern mining with TOPSIS
, Mir Mohsen Pedram,
International Journal of Applied Mathematics and Computer Science
2016
Full Text
Original Article
28
Clustering Uncertain Graph Data Stream
Zahra Varaminy Bahnemiry, Mir Mohsen Pedram, Mitra Mirzarezaee
Applied Mathematics Information Sciences Letters
2016
Full Text
Original Article
29
Hiding Fuzzy Sequential Patterns by a Multi-Objective Schem
O Behbahani, Mir Mohsen Pedram, K. Badie
International Journal of Information and Communication Technology Research (IJICT
2016
Full Text
Original Article
30
Unit Maintenance Scheduling A robust model based on fuzzy cost factors and peak loads
Ali Bozorgi, Mir Mohsen Pedram, G. Reza Yousefi
INTERNATIONAL JOURNAL OF ELECTRICAL POWER and ENERGY SYSTEMS
2016
Full Text
Original Article
31
EMOSS An Efficient Algorithm to Hide Sequential
, Mir Mohsen Pedram, Kambiz Badie, Babak Rahbarinia
International Journal of Information and Communication Technology Research (IJICT
2015
Full Text
Original Article
32
Multi-criteria expertness based cooperative method for SARSA and eligibility trace algorithms
Esmat Pakizeh, Mir Mohsen Pedram, Maziar Palhang
APPLIED INTELLIGENCE
2015
Full Text
Original Article
33
Fuzzy pricing marketing and service planning in a fuzzy inventory model A geometric programming approach
Farshid Samadi, Abolfazl Mirzazadeh, Mir Mohsen Pedram
APPLIED MATHEMATICAL MODELLING
2013
Full Text
Original Article
34
Multi-criteria expertness based cooperative Q-learning
Esmat Pakizeh, Maziar Palhang, Mir Mohsen Pedram
APPLIED INTELLIGENCE
2013
Full Text
Original Article
Presented articles
#
Title
Writer
Conference
Date
Presentation type
1
Improving English to Persian Machine Translation with GPT Language Model and Autoencoders
Maryam Dorosti, Mir Mohsen Pedram
9th International Web Research Conference - Iran
1402/02/13
Oral
2
Application Of Machine Learning Methods in Diagnosis of Alzheimer Disease Based on Fractal Feature Extraction and Convolutional Neural Network
Morteza Amini, Mir Mohsen Pedram
2022 9th Iranian Joint Congress on Fuzzy and Intelligent Systems (CFIS) - Iran
1400/12/11
Oral
3
A nanobiosensor for ultrasensitive detection of Alzheimer's disease
Morteza Amini, Mir Mohsen Pedram, Shahriar Gharibzadeh, Mahshad Ochani
2nd International Conference on Nanotechnology Naniscience - Iran
1400/08/26
Oral
4
Topological Data Analysis for Classification of DeepSat-4 Dataset
Mehdi Hosseini Moghadam, Mir Mohsen Pedram
2020 10th International Symposium on Telecommunications (IST'2020) - Iran
1399/09/25
Oral
5
An Improved Method Multi-View Group Recommender System (IMVGRS)
Maryam Sadeghi, Seyyed Amir Asghari, Mir Mohsen Pedram
2020 8th Iranian Joint Congress on Fuzzy and intelligent Systems (CFIS) - Iran
1399/06/12
Oral
6
Unified Topic-Based Semantic Models: A Study in Computing the Semantic Relatedness of Geographic Terms
Sadr Hossein, Mojdeh Nazari Soleimandarabi, Mir Mohsen Pedram, Mohammad Teshnehlab
5th International Conference on Web Research (ICWR) - Iran
1398/02/04
Oral
7
A hybrid LDA/n-gram approach for Persian Text classification
Mahnaz Kamran, Mir Mohsen Pedram
7th Iranian Joint Congress on Fuzzy and Intelligent Systems - Iran
1397/11/09
Oral
8
Topic Modeling Based Plagiarism Detection in Persian Documents
Banafsheh Mohammadian, Ja'far Khakpoor, Mir Mohsen Pedram
8th Seminar on Fuzzy Statistics and Probability - Iran
1397/02/19
Oral
9
Using Text Semantic Relatedness Measures for Automatic Short Answer Grading
sadr hossein, Mir Mohsen Pedram, mogdeh nazari
- Iran
1396/09/01
Oral
10
DECODING HUMAN BRAIN ACTIVITY ASSOCIATED WITH UNSPOKEN
Amin Honarmandi shandiz, Mir Mohsen Pedram, Mohammad reza Soheili
7th Internatio nal Conferenc e of Cognitive Science - Iran
1396/02/10
Oral
11
UNSPOKEN SPEECH DETECTION FROM BRAIN ACTIVITIES
Amin Honarmandi shandiz, Mir Mohsen Pedram, Mohammad reza Soheili
7th Internatio nal Conferenc e of Cognitive Science - Iran
1396/02/10
Oral
12
Optimizing Linear Discriminant Analysis by a Refined Multigrouped Particle Swarm Optimization Algorithm
Moradi Fard Maziar, Mir Mohsen Pedram
the 12th International Conference on Industrial Engineering (ICIE 2016) - Iran
1394/11/05
Oral
13
Persian web page Clustering Based on Topic Modeling
Mahnaz Kamran, Mir Mohsen Pedram
4th Iranian Joint Congress on Fuzzy and Intelligent Systems - Iran
1394/06/18
Oral
14
AsrIran News Corpus (AINC) for Multi-Purpose Text Mining in Persian
Ebrahim Mobaseri Moghadam, Mir Mohsen Pedram
4th Iranian Joint Congress on Fuzzy and Intelligent Systems - Iran
1394/06/18
Oral