Brief CV
Email: ebadati [AT] khu.ac.ir
Educational records
#
Course
University
City
Country
Graduation Date
Total mean
1
Ph. D. (Computer Science), Network Security
Jamia Hamdard
New Delhi
India
2012
A
Languages
#
Language
Translation Skill
Dialogue Skill
1
English
Advanced
Advanced
1
Germany
Intermediate
Intermediate
Academic & scientific positions
#
Responsibilities Titles
Name of Organization
Starting Date
Termination Date
1
Chancellor Advisor and Director, Bureau of International Scientific Cooperation
Kharazmi University
2021
2023
2
Head, Department of Operation Management and Information Technology
Kharazmi University
2020
2023
3
Director, Kharazmi CERT Coordination Center
Kharazmi University
2015
2023
4
ICT Advisor to the Chancellor
Kharazmi University
2019
2023
5
Director, ICT Center
Kharazmi University
2015
2019
6
Director, ICT Center
University of Economic Sciences
2013
2015
Research projects
#
Project Titles
Executers
Supportive Organization
Place of Execution
Project Situation
Completion Date
1
Big Data & Machine Learning Approaches
Omid Mahdi Ebadati E., Mohammad Mortazavi T.
Running
2016
2
Wireless Sensor Networks Secure Connectivity
Omid Mahdi Ebadati E., Mohsen Yazdinejad, Nasim Afshari
Completed
2017
Theses supervised
#
Title
Persons
1
Improved ECC-based authentication in the wireless sensor network with the aim of privacy protection in IIoT
شایان زینلی
2
A HYBRID DATA MINING FEATURE SELECTION MODEL IN BANK CUSTOMERS CREDIT SCORING FOR GRANTING LOAN TO NEW REQUSTS BY USING PSO AND SA ALGORITHM
محمد صفری
3
Assessing bank customers' loss affected branches merging by using machine learning techniques: Case Study of Bank Mellat
پگاه ملکی
4
Analysis of the role of cloud computing in increasing the security of information for small and medium businesses
وحید شلیله
5
Big data analytics of tourist accommodations in Iran: A study on TripAdvisor
امید قراخانی بهار
6
An Intrusion Detection System Based On Machine Learning algorithms For Fog Computing Environments
شقایق شریفی
7
Bankruptcy prediction model using intelligent machine learning hybrid methods regarding imbalanced datasets (Case study : Companies admitted to the Tehran Stock Exchange)
سعید شفیعی
8
A hybrid tag recommendation model to improve internet marketing strategy with DNNs to overcome the cold start problem
ناهید داودی
9
Providing a Recommender System to Improve Customer Relationship Management
رضا محمدیان
10
Automated System for Modelling and Forecasting in Retailing Price Data
مهدیار مسلم رضوانی
11
p
ناهید برزگرشبستری
12
improving the production process of a piece of music from production ho distribution using ethereum intelligent contracts in block chain technology
حسین اقائی فیشانی
13
The impact of Gamification on Customer Loyalty to Corporate Loyalty Programs (Case Study: Minoo Food Company)
الناز وثوقی
14
The impact of Virtual Reality on the Brand Value of the Companies (Case Study: Iran City Carpet)
زینب ابارقی
15
Improving the performance of tax fraud detection of industrial companies in stock market using data mining
امیر بحیرائی
16
Performance Management of Blood Supply Chain Processes from IT Ambidexterity Perspective
محمد مختاری
17
Financial Analysis: Iran Stock Market Movement Trend Prediction by Using Deep Learning Algorithms
حسین مصطفائی نیا
18
Sustainable marketing strategy of smart energy networks (generation, transmission and delivery) using IoT and big
رضا زینلی زاده رفسنجانی پور
19
Implementation of Meta-Synthesis Method to Extract Comprehensive Framework of Researches on Design and Architecture of Multi-Sided Platforms
فاطمه هزارخانی
20
Investigating the role of gamification in effectiveness of brand loyalty programs in the telecom industry (Case study: Irancell company)
محبوبه محسنی
21
Diagnosis and prediction of breast cancer tumors using machine learning algorithms (Case study: Zanjan University of Medical Sciences)
سحر صمصامی
22
A Hybrid Hotel Recommender System Based on Machine Learning Algorithms
شیما محمدی
23
Nominate potential ATM terminals for replacement with non-cashbankingterminalsby using machine learning approaches
منیره کاشفی راد
24
Developing an information-based framework for saving and ranking building energy consumption by use of occupant behavior: a data mining approach
مرتضی عمادی
25
Developing a Predietor and Recommender System for Drafing in Online Game Data2
کامران کریمی
26
Improving the performance of tax fraud detection of industrial companies using data mining
امیر بحیرائی
27
Iranian tea consumption pattern by using data mining techniques
رضا پدرپورواجارگاه
28
Prioritizing Industry 4.0 technologies in small and medium enterprises (case study: Electronics and Telecommunications industries)
امیرمحمد نوروزی
29
Evaluating the effects of InsurTech disruption on the insurance industry business model based on a hybrid MCDM model combining DEMATEL and ANP
نیکی اتابکی نیا
30
Designing a New Silk Road for Information and Communication Technology in Iran-China 25-year Comprehensive Strategic Partnership Programme
مسعود بیکی اشکذری
31
Human resources allocation to the credit requirement process, A Process Mining Approach
شکوفه سادات حسینی
32
Investigating and predicting the effectiveness of Influencer marketing in Iran using machine learning techniques (case study: Iranian foods & restaurants on Instagram)
رضا کوثری مقدم
33
Feasibility Study and Deliberation of Foreign Financial Institutions Admission in Iranian Capital Market: Development of an Adequate Model for an International Stock Exchange
سعیده کولیوند
34
Price Prediction and Assessing correlation of Bitcoin, Ethereum, Stellar, Cardano and Neo cryptocurrencies using ATT-LSTM, LSTM, GRU methods
امیرحسین احمدی
35
Analysis of data flow network architectures for autonomous vehicle platforms
پریناز بابایی
36
An Artificial Intelligence based investigation of residents' sense of safety in urban environments by processing street-level images and deep learning techniques
مهدی میرزایی جاهد
37
Evaluating Organisational Readiness to Design and Implement Agile Strategies By Using Data Mining Analytics (Case Study: Pars Minoo Industrial Company)
علی نودرارپور
38
Designing a decision support system in identifying covid-19 through CT scan images with the help of deep learning algorithms
فاطمه ساوئی
39
Forecasting the price of option contracts in the capital market of Iran
سیدعلی حسینی
conference reviewer
#
Conference Title
Date of Cooperation & Explanations
1
Member of the Technical Committee Board, International Conference on Computer Intelligent Systems & Networking, Tunisia, 2018
2018
2
Reviewer of International Conference on 2018 World of Multidisciplinary Research and Application (WOMRAC’2018), Malaysia, 2018
2018
3
Member of the Technical Committee Board, 4th National Conference on Contemporary Issues in Computer Information and Sciences (CICIS’19), Iran
2019
4
Reviewer of 3rd International Conference on High Performance Compilation, Computing and Communications, China, 2019
2019
5
Member of the Technical Committee Board, International TopHPC Conference, Tehran, Iran, 2019
2018
6
Reviewer of 2018 International Conference on Creative and Innovative Technology in Education (i-CITE2018), India, 2018
2019
7
Reviewer of International Conference on Emerging Trends in Engineering, Science and Technology (ICRISET), India, 2018
2017
8
Member of the Technical Committee Board, 2nd International Conference on Mechanical Electric and Industrial Engineering, China, 2019
2017
9
Reviewer of International Symposium on Applications of Computational Intelligence and Machine Learning in Networked Systems (ACMiNS-2017), India, 20
2017
10
Reviewer of 2nd Symposium on Advances in Applied Informatics (SAI-2017), India, 2017
2017
11
Reviewer of 5th International Symposium on Intelligent Informatics (ISI’17), India, 2016 and 2017
2017
12
Organizer Committee Member of International Conference on Recent Advances in Electronics and Communication Technology, India, 2017
2017
13
Reviewer of 2017 3rd International Conference on Education (ICOED’2017), Malaysia, 2017
2017
14
Reviewer of 3rd International Symposium on Intelligent Systems Technologies and Applications, India, 2017
2017
15
Reviewer of Recent Development in Sciences, Engineering and Computer Sciences International Conference (RESEECS’2017), Indonesia, 2017
2017
16
Reviewer of the 20th, 21st, 22nd,23rd World Multi-conference on Systematics, Cybernetics and Informatics (WMSCI), Orlando, Florida, USA, 2016-2019
2016-19
Theses advised
#
Title
Persons
1
Designing an intelligent Framework for Managing Retail Chain stores in Iran base on Business Intelligence, Case Study on Proma Chain Store
ابوطالب حبیبی ماچیانی
2
Identification and prioritization of key success factors for implementation of OTT with broadcasting uses in Iran based on a hybrid approach of DEMATEL and ANP
علی کمالی
3
Designing a Business Model for Vehicle’s History Information Systems by Using Canvas Model (BMC)
حمید علی پورصنوبری
4
INTRODUCTION OF A NEW DATA-MINING AND OPTIMIZATION ALGORITHMS-ORIENTED APPROACH FOR PREDICTION OF STARTUP COMPANIES’ SUCCESS A Case Study of Iran
نازنین حبیبی
5
Examining The Relationship Between Organization Strategic Orientations And Managers ' Information Technology Competencies with The Success of Establishing Business Process Management Systems Projects
زینب مقدمی
6
Determination of the factors affecting the happiness of Iranian households by using data mining approaches
فرزانه دهقانی زاده بغدادآباد
7
Examine climatic elements, its cycles, as well as export indices on banks' credit rating models
فواد پولادی
8
Development Of a New Method Based On Machine Learning Techniques For Predicting The Success Of Startup Companies: Case Study of Iranian Startups
رقیه ساعدی اسبفروشانی
9
Performance assessment of Organ transplants supply chain management processes using BPM techniques with Blockchain approach
زهرا سرائی
10
Hypertension Prediction using Machine Learning Algorithms Based on Medical Data + Dietary Pattern
فاطمه زارع
11
Designing an optimal model for detection of tax evasion in direct taxes using machine learning
آرش نعمت اللهی
12
A framework of venture investors value-added services in entrepreneurs' investor selection
احمد نامنی
13
Designing a Prediction Model for Iran Football Pro League Matches by Using Machine Learning Algorithms
سیده زهرا نورانی
14
Prediction the success of the first and second phases of start-up fundraising using machine learning methods to improve venture capital decision-making in start-ups
فرشته مولائی
15
Investigate the possibility of predicting the price range of cryptocurrencies using machine learning techniques and creating different classes of buying or selling strategy.
میلاد حسین تبار
16
Designing a Prediction Model for Italy Serie A Football Matches by Machine Learning Approach
سیده زهرا نورانی
17
Modeling factors Effecting positive and negative word-of-mouth marketing in mobile banking frome the Value Theory, confirmation of expectations and contagion theories
ابراهیم بردیافر
18
Estimation Gross Urban Product of (Khuzestan state) using data mining
علی حسنی نیا
19
Investigating the role of 4th generation industrial revolution technologies in intelligent marketing and sales processes in the automotive industry (IKCO)
اتنا اردانی
20
Comparing the performance of different RFM methods combined with clustering to improve customer relationship management (Ayandeh Bank case study)
محمدپارسا صیاد
Published books
#
Title
Author(s)
Publisher
Publish Date
1
Developing a decision support system for big data analysis analysis and cost allocation in national
Mahdie Yousefi tabari, , Omid Mahdi Ebadati
آکادمیک پرس - الزویر
2019
2
Micro-Firewalls for Dynamic Network Security Framework Enter title - 978-3-659-24930-3
Omid Mahdi Ebadati E., Harleen Kaur, Afshar Alam, Kaebeh Yaeghoobi
LAP Lambert Academic Publishing
2012
Published articles
#
Paper title
Writer
Magazine title
Publish year
Publish type
Article type
1
Investigating Revenue Smoothing Thresholds That Affect Bank Credit Scoring Models: An Iranian Bank Case Study
Seyed Mahdi Sadat Rasoul, Omid Mahdi Ebadati, amir amirzadeh
Journal of Artificial Intelligence and Data Mining
2023
Full Text
2
Autonomous vehicles' object detection architectures ranking based on multi-criteria decision-making techniques
Parinaz Babaei, Nosrat Riahinia, Omid Mahdi Ebadati, -Ali -Azimi
International Journal of Information Technology (Singapore)
2023
Full Text
3
Detecting Images with Adult Content Using SURF and Haar Wavelet
Mohammad Mortazavi Tabrizi, Omid Mahdi Ebadati, Dang N. H. THANH, Tudor Barbu
Romanian Journal of Information Science and Technology
2023
Full Text
4
Determination of households benefits from subsidies by using data mining approaches
Seyedeh Mahsa Alavi Abhari, Omid Mahdi Ebadati, S. Masoud Alavi A., Towhid Firoozan Sarnaghi
Journal of Information Technology & Politics
2022
Full Text
5
Improving Fuzzy Logic based Map Matching Method with Trajectory Stay Point Detection
Minoo Jafarlou, Omid Mahdi Ebadati, Hassan Naderi
Arxiv-Cornell University
2022
Full Text
6
Sensing, Communication with Efficient and Sustainable Energy: An IoT Framework for Smart Cities
Omid Mahdi Ebadati, Seyed Mahdi Sadat Rasoul, Kaebeh Yaeghoobi, Faeze Haddadi
Green Energy and Technology
2021
Full Text
7
A Hybrid Encryption Algorithm for Security Enhancement of Wireless Sensor Networks: A Supervisory Approach to Pipelines
Omid Mahdi Ebadati, Farshad Eshghi,
CMES-COMPUTER MODELING IN ENGINEERING and SCIENCES
2020
Full Text
8
A Hybrid Business Success Versus Failure Classification Prediction Model A Case of Iranian Accelerated Start-ups
Sid Mehdi Sadat Rasol, Omid Mahdi Ebadati, Roghaye Aaedi asbforoushani
Journal of Artificial Intelligence and Data Mining
2020
Full Text
9
Prioritized Criteria for Casualty Distribution following Trauma related Mass Incidents a Modified Delphi Study
Mohammad reza Khajehaminian, Ali Ardalan, Sayed Mohsen Hosseini Boroujeni, Amir Nejati, Omid Mahdi Ebadati, Mahdi Aghabagheri
Archives of Academic Emergency Medicine
2020
Full Text
10
Cost estimation and prediction in construction projects: a systematic review on machine learning techniques
Sanaz Tayefeh Hashemi, Omid Mahdi Ebadati, Harleen Kaur
SN Applied Sciences
2020
Full Text
11
Classification Spam Email with Elimination of Unsuitable Features with Hybrid of GA-Naive Bayes
Omid Mahdi Ebadati, Fatemeh Ahmadzadeh
Journal of Information and Knowledge Management
2019
Full Text
12
An efficient hybrid machine learning method for time series stock market forecasting
Omid Mahdi Ebadati, Mohammad Mortazavi T.
Neural Network World
2018
Full Text
13
A machine learning framework to forecast wave conditions
Omid Mahdi Ebadati, Fearghal O'Donncha, Jun Wang, Yushan Zhang
COASTAL ENGINEERING
2018
Full Text
14
A systematic literature review of criteria and models for casualty distribution in trauma related mass casualty incidents
Mohammad Reza Khajehaminian, Ali Ardalan, Abbasali Keshtkar, Sayed Mohsen Hosseini Boroujeni, Amir Nejati, Omid Mahdi Ebadati, Abbas Rahimi Foroushani
INJURY-INTERNATIONAL JOURNAL OF THE CARE OF THE INJURED
2018
Full Text
15
Security Enhancement of Wireless Sensor Networks: A Hybrid Efficient Encryption Algorithm Approach
Omid Mahdi Ebadati, Farshad Eshghi,
Journal of Information Systems and Telecommunication
2018
Full Text
16
A hybrid conceptual cost estimating model using ANN and GA for power plant projects
Sanaz Tayefeh Hashemi, Omid Mahdi Ebadati, Harleen Kaur
NEURAL COMPUTING and APPLICATIONS
2017
Full Text
17
Criteria and models for the distribution of casualties in trauma-related mass casualty incidents a systematic literature review protocol
Ali Ardalan, Mohammad Reza Khajehaminian, Sayed Mohsen Hosseini Boroujeni, Amir Nejati, Abbasali Keshtkar, Abbas Rahimi Foroushani, Omid Mahdi Ebadati
Systematic Reviews
2017
Full Text
18
A Hybrid Clustering Technique to Improve Big Data Accessibility Based on Machine Learning Approaches
Omid Mahdi Ebadati, Mohammad Mortazavi Tabrizi
Artificial Intelligence Perspectives and Applications
2016
Full Text
19
An Efficient Grouping Genetic Algorithm for Data Clustering and Big Data Analysis
, Omid Mahdi Ebadati, , Harleen Kaur
Adaptation, Learning, and Optimization
2015
Full Text
20
Implementation of Two Stages k-Means Algorithm to Apply a Payment System Provider Framework in Banking Systems
Omid Mahdi Ebadati,
Artificial Intelligence Perspectives and Applications
2015
Full Text
21
A Novel Combined Approach of k-Means and Genetic Algorithm to Cluster Cultural Goods in Household Budget
, Omid Mahdi Ebadati, Towhid Firoozan Sarnaghi
Artificial Intelligence Perspectives and Applications
2015
Full Text
22
Impact of Meta-Heuristic Methods to Solve Multi-Depot Vehicle Routing Problems with Time Windows
Omid Mahdi Ebadati, Roya Shomali,
Journal of Engineering and Applied Sciences
2014
Full Text
Presented articles
#
Title
Writer
Conference
Date
Presentation type
1
Subsidies distribution and data mining approaches to minimize the poverty in the society
Omid Mahdi Ebadati
IEEE 11th International Conference on Reliability Infocom Technologies and Optimization - India
1402/12/24
Oral
2
Deep Learning Model for Computer Vision Sustainable Image Classification Using Machine Learning
Bhavya Alankar, Ritu Chauhan, Harleen Kaur, Omid Mahdi Ebadati
9th International Conference on Sustanable Development - United State of America
1402/04/24
Oral
3
Recommendation Systems in Smart Agriculture: Pathway to a well-designed system
Ahmad Nameni, Amir Ghafarian Daneshmand, Omid Mahdi Ebadati
13th International Conference on Information and Knowledge Technology (IKT) - Iran
1401/09/29
Oral
4
Investigating the impact of management information systems (MIS) on organizational transparency with an emphasis on work ethics
Sadegh Balouch, Omid Mahdi Ebadati
13th International Conference on Information and Knowledge Technology (IKT) - Iran
1401/09/29
Oral
5
Human Resource Allocation to the Credit Requirement Process A Process Mining Approach
Omid Mahdi Ebadati, Mohammad Mehrabioun Mohammadi, Shokoofeh Hosseini
13th International Conference on Information and Knowledge Technology (IKT) - Iran
1401/09/29
Oral
6
Implementing Software Defined Networks in Heterogeneous 5G Communications to Provide Security and Intelligent Resource Management
Omid Mahdi Ebadati, Hamid Reza Ebadati
International Conference on Artificial Intelligence and Big Data in Digital Era - Viet Nam
1400/09/27
Oral
7
Sustainability and Optimization of ICT and Data Centers
Omid Mahdi Ebadati
Renewal Energy and Resources - ENGLAND
1400/02/06
Oral
8
Digital Security Challenges and Opportunities during COVID19 Pandemic
Omid Mahdi Ebadati
3rd International Webinar on Covid 19 Opportunities and Challenges in Digital Environments - India
1399/04/18
Oral
9
Development of LBS by using Beacon BLE in Healthcare
Omid Mahdi Ebadati
8th international conference on reliability infocom technologies and optimization 2020 - India
1399/03/15
Oral
10
Development of Beacon Technology and Using Wireless Sensor Networks in Healthcare
Omid Mahdi Ebadati
2nd International Conference on ICT for Digital, Smart and Sustainable Development - India
1398/12/09
Oral
11
A Development of LBS by Using Beacon BLE Technology in Healthcare
Hadi Mesbah Namini, Omid Mahdi Ebadati
2nd International Conference on ICT for Digital, Smart, and Sustainable Development - India
1398/12/08
Oral
12
Using IoT and WSN in healthcare systems
Omid Mahdi Ebadati
2ND INTERNATIONAL CONFERENCE ON ICT FOR DIGITAL, SMART, AND SUSTAINABLE DEVELOPMENT - India
1398/12/08
Oral
13
Predicting behavior of taxpayers of first stage of add-value tax system using a novel expert system and employing data-mining techniques
Roohallah Noori, Omid Mahdi Ebadati
First International Conference on Modern Developments in Management Economics and Accounting - Iran
1395/11/14
Oral