مرضیه فریدی ماسوله / دکتری تخصصی مدیریت فناوری اطلاعات

عضو هیات علمی موسسه آموزش عالی احرار رشت

اطلاعات فردی:

نام و نام خانوادگی: مرضیه فریدی ماسوله

سمت: استادیار ، عضو هیات علمی موسسه آموزش عالی احرار رشت

محل خدمت: موسسه آموزش عالی احرار رشت

ایمیل : m.faridi@ahrar.ac.ir – marzieh.faridi@yahoo.com

تلفن: 01332439113 – 01332439119 داخلی : 110

Summary Dedicated
Assistant Professor with a proven track record in Research Methods, data mining, Machine Learning, optimization, and information systems and E-Business. Skilled in conducting rigorous research, publishing in top-tier journals, and contributing to academic advancement. Seeking opportunities to apply expertise to innovative projects and collaborate with interdisciplinary teams. Research Interests * Data mining * Business Intelligence * Optimization * Information systems, Machine Learning and Research Methods.

Experience
Assistant Professor | Ahrar Institute of Technology and Higher Education | [2014 – Present]
*Computer Department Manager.
*Educational and Research Manager.
*Teach undergraduate and graduate courses in Research Methods, data mining, Machine Learning, Business Intelligence and Information systems.
*Conduct research and publish papers in peer-reviewed journals.
*Supervise graduate students and mentor undergraduate students.

Research Scopes: Data analysis, Statistical Modeling, Research Design, Machine Learning and Business Intelligence
Education: Computer Engineering-Software and Information Technology Management Business Intelligence

:Teaching

Courses

Decision Support SystemsResearch Methods and SeminarE Marketing and E commerce
Computer ApplicationInformation Technology and Information SystemData Mining
English for Computer and IT StudentsBusiness IntelligenceInformation Technology Engineering

Articles and Books

Here is a list of Marzieh Faridi Masouleh’s publications
Diagnosis of heart disease using an advanced triple hybrid algorithm combining machine learning techniques S Mostofi, S Kordrostami, AH Refahi Sheikhani, M Faridi Masouleh, … Journal of Modelling in Management 20 (2), 668-700
2
2025
Design and development of a customized language model for medicine: PerMed
N Kheirkhah, M Faridi Masouleh, A Bagheri International Journal of Applied Operational Research-An Open Access Journal …
2024
Improving the rate of classification of large unbalanced data with deep learning algorithms
S Mostofi, S Kordrostami, A Refahi Sheikhani, M Faridi Masouleh, … Journal of New Researches in Mathematics
2023
Empirical mode decomposition and ANFIS network-based prediction technique for financial forecasting A Akbari, M Faridi Masouleh, A Bagheri, S Nezamivand Chegini International Journal of Applied Operational Research-An Open Access Journal …
1
2023
Wavelet transform and ANFIS network-based prediction technique for forecasting confirmed cases of Covid-19 in Iran M Faridi Masouleh, A Akbari, A Bagheri, S Nezamivand Cheghin, OR Journal.47-55, (1) 11.
2023
Offering a machine learning based algorithm, with the purpose of emergency brake during simulated driving based on EEG signal M. Faridi Masouleh, E. Ghiasi, A. Naghib International Journal of Operation Research
2023
Predicting the recovery of COVID-19 patients using recurrent neural network and Markov chain
M Fadaei PellehShahi, S Kordrostami, AH Refahi Sheikhani, … Iranian Journal of Operations Research 13 (2), 21-43
2022
Predicting business processes of the social insurance using recurrent neural network and Markov chain M Fadaei PellehShahi, S Kordrostami, AH Refahi Sheikhani, … Journal of Modelling in Management 17 (3), 941-963
4
2022
Image Denoising Using Sparse Representation and Principal Component Analysis M Abedini, H Haddad, MF Masouleh, A Shahbahrami International Journal of Image and Graphics 22 (04), 2250033
5
2022
Providing a Model for Preprocessing the Organizational Data in Order to Predict Insurance Business Processes M Fadaei PellehShahi, S Kordrostami, AH Refahi Sheikhani, … Journal of New Researches in Mathematics
2022
Wavelet Transform and ANFIS Network-Based Prediction Technique for Forecasting Confirmed Cases of COVID-19 in Iran A Akbari, M Faridi Masouleh, A Bagheri, S Nezamivand Chegini International Journal of Applied Operational Research
2022

Improving Data Privacy in the Internet of Things by Using Artificial Immune System, in Regard with the Internet Limitations M Faridi Masouleh, A Harounabadi, A Sayyad Engineering Management and Soft Computing 8 (1), 85-105
2022
Data mining and diagnosis of heart diseases: a hybrid approach to the b-mine algorithm and association rules S Mostofi, S Kordrostami, AH Refahi, M Faridi Masooleh, S Shokri
International journal of research in industrial engineering 11 (1), 77-91
2
2022
Predicting the recovery of COVID-19 patients using recurrent neural network and Markov chain
MF PellehShahi, S Kordrostami, AHR Sheikhani, MF Masouleh, S Shokri Iranian Journal of Operations Research 13 (2), 21-43
2022
Prediction of CO2 solubility in pyridinium-based ionic liquids implementing new descriptor-based chemoinformatics models P Valeh-e-Sheyda, MF Masouleh, P Zarei-Kia Fluid Phase Equilibria 546, 113136.
21
2021
Forecasting Stock Exchange Data using Group Method of Data Handling Neural Network Approach.
MF Masouleh, A Bagheri Knowl. Eng. Data Sci. 4 (1), 1-13
2
2021
Consumer Functional and Emotional Experiences with Internet of Things Products and their Effect on Purchase Intentions Case Study: the City Bank’s Mobile Bank in Tehran city SV Mirsaeid Ghazi, M Faridi Masouleh, S Jalili International Journal of Resistive Economics 9 (3), 35-53
2021
Predicting the recovery of COVID-19 patients using recursive deep learning
FMS Fadaei PellehShahi , Kordrostami , Refahi Sheikhani Iranian Journal of Operations Research 11, 48-64
2
2020
Optimization of a Supply Chain Including Warehouses and Retail Stores Using a Data Mining Technique of Improved Greedy Algorithm M Faridi Masouleh Journal of Services Operation Management 1 (2), 92-103
2018
The impact of the adoption business intelligence among Iranian banks MF Masouleh Journal of Advances in Computer Engineering and Technology 4 (1), 2018
2
2018
Identification of electrocardiogram signals using internet of things based on combinatory classification MF Masouleh, MAA Kazemi, M Alborzi, AT Eshlaghy International Journal of Modeling, Simulation, and Scientific Computing 8 …
3
2017
The Impact of the Adoption Business Intelligence among Iranian Banks M Faridi Masouleh Journal of Advances in Computer Engineering and Technology
2017
A Genetic-Firefly Hybrid Algorithm to Find the Best Data Location in a Data Cube MF Masouleh, MAA Kazemi, M Alborzi, AT Eshlaghy Engineering, Technology & Applied Science Research 6 (5), 1187-1194
7
2016
Optimization of ETL Process in Data Warehouse through Combination of Parallelization and Shared Cache Memory Marzieh Faridi Masouleh, Mohammad Ali Afshar Kazemi, Mahmood alborzi, Abbas … Engineering, Technology & Applied Science Research 6 (6)
12
2016
A Survey on Different Strategies on Preparing Data for Data Mining M Bidollahkhany, M Faridi Masouleh
2016
DESIGNING INFORMATION RETRIEVING SYSTEM OF TEXT DOCUMENTS USING NEURAL NETWORK MF Masouleh, M Abedini
2014
Identification, Evaluation, and Ranking of the Key Factors to Contribute to the Implementation of Electronic Municipality FM Masouleh, H Mohammadzadeh 4th International Conference on IS Management and Evaluation
2013
Electronic municipality as an alternative, complement, or development of traditional municipality
MF Masouleh, A Shahbahrami 2011 International Conference on Computer Communication and Management Proc …
4
2011

Design and development of a customized language model for medicine: PerMed
Paper Title Author (s) Page No
Z Abd Manaf, A Ismail, NM Razlan, A Abd Manaf, R Daruis, B Abrahams
Subjects Extraction and text data classification by CHERNOFF algorithm and implementation with Java general-purpose computer programming language
M Bidollahkhany, MF Masouleh
Articles 1–32

:List of Authored and Translated Books

Web Page Design with HTML5 and CSS3, translated and compiled by Marzieh Faridi Masouleh, 2014
Fundamentals of Neural Networks with Practical Examples, authored by Maryam Abedini and Marzieh Faridi Masouleh, 2014
Artificial Intelligence and Fuzzy Logic, authored by Ali Rajabzadeh Ghatari, Sanaz Nikghadam Hojjati, and Marzieh Faridi Masouleh, 2014
An Introduction to Design Science Research and Meta-Analysis, authored by Sanaz Nikghadam Hojjati and Marzieh Faridi Masouleh, 2014.
Top Ten Data Mining Algorithms, translated by Mohammad Ali Afshar Kazemi and Marzieh Faridi Masouleh, 2015
Research Methods and Presentation, authored by Asadollah Shah Bahrami and Marzieh Faridi Masouleh, 2016
Introduction to Research, authored by Marzieh Faridi Masouleh, 2019
A Practical Introduction to Data Structure and Algorithm Analysis, translated by Hengameh Mohammadi Nejad Rashti and Marzieh Faridi Masouleh, 2022

My Google Scholar Profile Address

https://scholar.google.com/citations?user=_siTlVcAAAAJ&hl=en

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