Brief CV

Email: ebadati [AT] khu.ac.ir

Dr. OMID MAHDI EBADATI E.

Address of correspondence:

#43, Moffateh Ave.,

Email:ebadati@khu.ac.ir

Kharazmi University, Tehran, Iran

Educational Qualification

- Doctor of Philosophy Degree in (Computer Science), Specialist Network Security, JamiaHamdard University, New Delhi, India

- Master Degree in (CS/IT) with First Division Student Award, JamiaHamdard University, New Delhi, India

- Bachelor Degree in Computer Application with First Class Award, VMU, India

Teaching Subjects

Machine Learning
Artificial Intelligent & Metaheuristics Algorithm
Data Mining
Information Technology Security Management
Computer Networks
Advanced Information Systems
IT Fundamentals & Infrastructure
Enterprise Resource Planning
Object Oriented Programming

Extra Qualification/ Achievements / Awards

IEEE Course on “Simulation of Ultrasonic Borehole Imaging & Flow Measurement”, USA, 2019
“Top Entrepreneur” award of Kharazmi University, 2019
MBTI Certification Program, 2018
Organizer Committee Member of the International Conference on Recent Advances in Electronics and Communication Technology, India, 2017
IEEE Course on “Solve your Industrial Networking Challenges with HMS’s Anybus IP Xilinx”, USA, 2015
IEEE Course on “How IBM DevOps and SAFe can Help us Fix our Problems - Faster”, USA, 2015
IEEE Course on “Acoustic Simulation in Transducers, Mobile Devices and Hearing Aids”, USA, 2015
3rd National Information Technology Administrator Gathering of Academic Sections, Tehran, Iran, 2015
IEEE Course on “Reducing your outage and Gain Control. Don’t let application performance issues impact your clients”, USA, 2015
IEEE Course on “Increase your ROI for IBM urbanCode Deploy within an Enterprise DevOps Environment”, USA, 2015
IEEE Course on “The Role of the Test Professional in Today’s DevOps World”, USA, 2015
IEEE Course on “Preparing for the Next Generation of Enterprise Applications”, USA, 2015
IEEE Course on “Putting the Test in DevOps”, USA, 2015
IEEE Course on “Tech. Insider: A New Method for Accurate OTA Production Testing of Wireless Products”, USA, 2015
IEEE Course on “Silicon, Software and Open Source”, USA, 2015
IEEE Course on “How to Utilize Open Source in Your Code Base and Build Process”, USA, 2015
IEEE Course on “Open Stack’s Secrets to Success: Rapid Innovation and Community Growth”, USA, 2014
IEEE Course on “Eliminate Pitfalls of DDA Memory Testing”, USA, 2014
IEEE Course on: “Smarter Product Development Series – Part 3: Agile & Security”, USA, 2014
IEEE Course on “Efficient and Accurate Simulation of Optical Devices using CST Studio Suite”, USA, 2014
IEEE Course on “Secure the Software-Defined Data Centers (SDDC)”, USA, 2014
IEEE Course on: “Agile and mission-Critical IT”, USA, 2014
IEEE Course on: “Smarter Product Development Series – Agile & Security”, USA, 2014
“Microsoft Certified Information Technology Professional” (MCITP), USA, 2012
“Microsoft Certified Systems Engineering” (MCSE), USA, 2012
“Microsoft Certified Solutions Associate” (MCSA), USA, 2012
“Cisco Certified Network Associate” (CCNA), USA, 2012

Journal Publications

“Conditional Random Fields for Airborne Lidar Point Cloud Classification in Urban Area”, Journal of Geospatial Information Technology, Vol. 7, No. 4, ISSN: 2008-9635, Apr. 2020.
“Prioritized criteria for casualty distribution following trauma-related mass casualty incidents”, Archives of Academic Emergency Medicine, ISSN: 2645-4904, Mar. 2020.
“A Hybrid Business Success Versus Failure Classification Prediction Model: A Case of Iranian Accelerated Start-ups”, Journal of AI and Data Mining, ISSN: 2322-5211, Feb. 2020.
“A hybrid Encryption Algorithm for Security Enhancement of Wireless Sensor Networks: A Supervisory Approach to Pipelines”, Computer Modeling in Engineering & Sciences, ISSN: 1526-1492, Jan. 2020
“Security enhancement of wireless sensor networks: A hybrid efficient encryption algorithm Approach”, Journal of Information Systems and Telecommunication, ISSN: 2322-1437, Mar. 2019
“Prediction of blood donations by using Data Mining Techniques, based on DT, KNN, SVM and MLP algorithms”, Semi-Annual Journal of Engineering Management and Soft Computing, ISSN: 2538-2675, Mar. 2019
“Classification Spam Email with Elimination of Unsuitable Features with Hybrid of GA-Naive Bayes”, Journal of Information & Knowledge Management, ISSN: 0219-6492, Jan. 2019
“Criteria and models for distribution of casualties in trauma-related mass casualty incidents: a systematic literature review”, Injury, ISSN: 0020-1383, Sept. 2018
“An Efficient Hybrid Machine Learning Method for Time Series Stock Market Forecasting”, Journal of Neural Network World (NNW), Vol.1-2018, pp.41-55, ISSN: 1210-0552, Feb. 2018
“Classification of LiDAR cloud points by using Markov Random Field and machine learning techniques”, Journal of Remote Sensing & GIS, Vol. 9, Issue 2, pp.41-60, ISSN: 2008-5966, Dec. 2017
“Identifying and prioritizing successful e-business models of Iranian dot-coms by using machine learning techniques”, Journal of Research on Technology in Education, Vol. 12, Issue 1, pp.39-51, ISSN: 2345-5462, Nov. 2017
“A Hybrid Conceptual Cost estimating model using ANN and GA for Power Plant Projects”, Journal of Neural Computing and Applications, Springer, pp.1-12, ISSN: 0941-0643, Aug. 2017
“Criteria and Models for the Distribution of Causalities in Trauma-related Mass Casualty Incidents: A Systematic Literature Review Protocol”, Systematic Review Journal, ISSN: 2046-4053, Vol. 6, Issue. 141, Jul. 2017
“A Novel Hybrid Outlier Detection by Using Distance Based Clustering and Transitive Relation Rules”, Journal of Machine Learning Research (JMLR), ISSN: 1533-7928, Communicated Jan. 2016
“An Improved Human Skin Detection and Localization by Using Machine Learning Techniques In RGB And Ycbcr Color Spaces”, Turkish Journal of Electrical Engineering & Computer Sciences, ISSN: 1300-0632, Communicated Feb. 2016
“Knowledge Extraction in Chaotic Systems (Application of Brain Emotional Learning Structure)”, Journal of Decision Engineering, Vol.1, No.1, pp. 57-81, Spring 2015
“Dynamic classification-based brain emotional learning for EEG signal processing in P300-based Brain and Computer Interface”, British Journal of Mathematics & Computer Science (ISSN: 2231-0851), Vol. 7, No.2, pp. 130-142, 2015, UK
“Impact of Genetic Algorithm for meta-heuristic methods to Solve Multi Depot Vehicle Routing Problems with Time Windows”, Journal of Engineering and Applied Sciences, Vol. 9, Issue 7, pp. 263-267, 2014
“Impact of NP-Complete in Triangle Segments Tree Energy Efficiency Model in Wireless Sensor Networks", Journal of Basic and Applied Scientific Research (ISSN: 2090-4304), Vol. 3, No. 8, Egypt, August, 2013
“A Dynamic Approach to Detection and Mis-Configuration in Firewall Policy Rules”, International Journal of Computer Science & Communication (IJCSC), Vol.3 Issue.2, pp. 207-217, ISSN: 0973-7391, Sept. 2012
“Performance of Triangle Segments Tree Model to Optimize Energy Efficiency in Wireless Sensor Networks” Extended Version, International Journal of Machine Learning and Computing (IJMLC), 2012
“Implementation of Portion Approach in Distributed Firewall Application for Network Security Framework”, International Journal of Computer Science Issues (IJCSI), Vol.8 Issue.6, pp. 207-217, ISSN: 1694-0814, Nov. 2011
“An Efficient Hybrid Honeypot Framework for Improving Network Security”, International Journal of Computer Science and Information System (IJCSIS), Vol.9 Issue.2, Pages 141-149, ISSN: 1947-5500, USA, Feb 2011
“A Secure Confidence Routing Mechanism by Using Network-based Intrusion Detection Systems over Router Monitoring Controls”, OLS Journal of Wireless Information Networks & Business Information System, Vol.6 Issue.1, Pages 83-93, ISSN:2091-0266, Kathmandu, Nepal, Feb 2010
“A Performance Analysis of Chasing Intruders by Implementing Mobile Agents”, International Journal of Security (IJS), Vol.4 Issue.4, Pages 38-45, ISSN:1985-2312, Malaysia, Aug 2010
“Analysis of Network-based Virtualized Database”, NERDZ Magazine, Hamdard University, India, Mar 2011
“Network Security”, NERDZ Magazine, Hamdard University, India, Oct 2009
“Performance Technology Analysis of J2ME, NERDZ Magazine, Hamdard University, India, 2008

Book / Book Chapter Publications

“Micro-Firewalls for Dynamic Network Security Framework” – “A Secure Hybrid Architecture”, LAP LAMBERT Academic Publishing, ISBN: 978-3-659-24930-3, 2012, AV Akademikerverlag GmbH & Co. KG, Heinrich-Bocking-Str. 6-8, 66121 Saarbrucken, Deutschland / Germany.
“Building the Infrstructure for Cloud Security” – “A Solution View” “Translated Book in Persian Language”, Kharazmi University Academic Publisher, ISBN: 978-600-8587-27-9, 2019.
“Developing a decision support system for big data analysis and cost allocation in national healthcare” Elsevier Publishing, Academic Press, Healthcare Data Analytics and Management, Vol. 2, pp.89-109, 2019.
“Secure Distributed Group Rekeying Scheme for Cluster Based Wireless Sensor Networks Using Multilevel Encryption” Springer Publishing, Internet of Things: Novel Advances and Envisioned Application, Vol. 25, pp.127-147, 2017.
“A Decision Support System in Brain Tumor Detection and Localization in Nominated Areas in MR Images”, Springer Publishing, Internet of Things and Big Data Tehcnologies in Next Generation Healthcare, Vol. 23, pp.335-358, 2017.
“A Hybrid clustering technique to improve big data accessibility based on machine learning approaches”, Springer Publishing, Information Systems Design and Intelligent Applications, Advances in Intelligent Systems and Computing, (ISSN: 2194-5357), Vol. 433, pp 413-423, 2016.
“A Novel Combined Approach of k-means and Genetic Algorithm to Cluster Cultural Goods in Household Budget”, Advances in Intelligent Systems and Computing (ISSN: 2194-5357), Springer, Vol. 404, Part VI, pp.273-283, 2016.
“Implementation of Two Stages k-means Algorithm to Apply a Payment System Provider Framework in Banking Systems”, Artificial Intelligence Perspectives and Applications: Advances in Intelligent Systems and Computing (ISSN: 2194-5357), Springer, Vol. 347, pp.203-213, 2015.
“An Efficient Grouping Genetic Algorithm for Data Clustering and Big Data Analysis”, Computational Intelligence for Big Data Analysis: Frontier Advances and Applications (ISSN: 1867-4534), Springer, Vol. 19, pp.119-142, 2015.

Conference Papers

“A Development of LBS by Using Beacon BLE Technology in Healthcare”, 2^nd International Conference on ICT for Digital, Smart, and Sustainable Development, New Delhi, Feb., 2020.
“Use of block chain in the music industry: a survey”, 4th National Conference on Contemporary Issues in Computer Information and Sciences (CICIS’19), Iran, Jan., 2019
“Prediction of blood donations using machine learning techniques based on Decision tree, KNN, SVM, and MLP algorithms”, 4th National Conference on Contemporary Issues in Computer Information and Sciences (CICIS’19), Iran, Jan., 2019
“Impact of gamification implementation to increase bank customers' loyalty and attract resources to the bank”, 6^th National Congress on New Technology in Iran, Oct. 2017, Tehran
“Evaluation of the efficiency of SVM and KNN Classification algorithms to extract urban effects from LiDAR cloud points”, 2^nd International Conference on Knowledge-based Research in Computer Engineering & Information Technology, Sep 2017, Tehran
“Evaluation of the efficiency of D3 and ANN Classification algorithms to extract urban effects from LiDAR cloud points”, 2^nd International Conference on Knowledge-based Research in Computer Engineering & Information Technology, Sep 2017, Tehran
“Investigating the Factors Affecting Consumer’s Purchase in Viral Marketing by Considering the role of Commitment of Communication in Online stores (Case study: Evand Website)”, 2^nd International Conference on The Coherent of Management and Economics in Development, Tehran, Iran, Aug., 2017
“Designing a pattern model for assessing the success of e-business”, 1st International & 3rd National Conference on Management and Humanistic Science Research, May 2017, Tehran
“Improving targeted subsidies in order to promote economic justice by using data mining techniques”, 1st National Conference on Progress Management and Engineering, Jan. 2016, IUST University, Tehran
“Performance Analysis and Forecasting on Crude Oil: A Novel Support Vector Regression Application to Market Demand”, IEEE International Conference on Soft Computing & Implementations (ICSCTI 2015), India, Oct. 2015
“Predicting the Price of a Square Meter Residential Buildings Using Artificial Neural Network”, International Conference on Management and Industrial Engineering, Tehran, 2015
“Sustainable Development with the view of Indo-Iran Information Technology”, International Conference on Science & Technology with the national interest of Iran in 1404, India 2015
"SAERP: An Energy Efficiency Real-Time Routing Protocol in WSNs”, IEEE International Conference on Reliability Optimization & Information Technology (ICROIT), India , Feb 2014
“Optimization of Micro-Firewalls Security Layers in Distributed Network”, 2011 International Conference on Future Information Technology (ICFIT 2011), ISSN: 2010-460X, IPCSIT vol.13 (2011), IACSIT Press, Singapore, Sept. 2011
“Performance of Triangle Segments Tree Model to Optimize Energy Efficiency in Wireless Sensor Networks”, IEEE 3rd International Conference on Machine Learning and Computing (ICMLC 2011), ISBN: 978-1-4244-9252-7, Singapore, Feb 2011
“A Secure Confidence Routing Mechanism by Using Network-based Intrusion Detection Systems over Router Monitoring Controls”, Proceedings of International Conference on Wireless Information Networks & Business Information System (WINBIS’10), Kathmandu, Nepal, Mar 2010
“Analysis of Irregulars Policy and Sensor on Distributed Network Security”, 8^th Academic Seminar of Researchers on Science, New Delhi, India, Oct.2008
“Implementation of Chasing Robots”, National Conference in Collaboration of Electronics and Industries, Karaj, Iran, 2001

Conference/Seminars Organized/Attended

Workshop / IT Festival / Exhibition

Keynote Speaker, 2^nd International Conference on ICT for Digital, Smart, and Sustainable Development, India, 2020
Keynote Speaker, 2019 International Conference on Artificial Intelligence Technologies and Applications, China, 2019
4^th National Conference on Contemporary Issues in Computer Information and Sciences (CICIS’19), Iran
9^th OIC CERT Annual CyberSecurity Conference, Shiraz, Iran, 2018
National Conference on Improving the quality of education and learning in the educational system, UNESCO, Iran, 2018
3^rd National Conference on Cyber City: Smart Cities, Tehran, Iran
9^th National Conference on Command, Control, Communication and Computers & Intelligence (C4I), Iran, Dec. 2016
“Performance Analysis and Forecasting on Crude Oil: A Novel Support Vector Regression Application to Market Demand”, IEEE International Conference on Soft Computing & Implementations (ICSCTI 2015), India, Oct. 2015
“Predicting the Price of a Square Meter Residential Buildings Using Artificial Neural Network”, International Conference on Management and Industrial Engineering, Tehran, Mar. 2015
“SAERP: An Energy Efficiency Real-Time Routing Protocol in WSNs”, IEEE International Conference on Reliability Optimization & Information Technology (ICROIT), India, Feb. 2014
“World Wide Security and Mobility Conference”, IIT Delhi, India, Apr. 2012
“Analysis and Design of Chasing Intruders by Mobile Agents”, Dept of Computer Science, Hamdard University, New Delhi, India, Apr. 2010
“Secure Routing Mechanism by Using Network-based Intrusion Detection”, Dept of Computer Science, Hamdard University, New Delhi, India, Mar. 2010
International Conference on Wireless Information Networks & Business Information System (WINBIS’10), Kathmandu, Nepal, Feb. 2010
IEEE Seminar on: “Controlled Conjugate Gradient Type Trajectory-following Neural Net for Minimization of Non-Convex Functions, IIT Delhi, Aug. 2010
1^st International Conference on “Excellence in Education”, IIT Delhi, Dec. 2009
National Seminar on: “Math Lab Simulation and Simulinks”, Green Land Hotel, New Delhi India, Nov. 2009
“Efficiency of CORBA Firewall Services and It’s Convocation”, Dept of Computer Science, Hamdard University, New Delhi, India, Oct. 2009
8^th Academic Seminar of Iranian Researchers on Science, New Delhi, Oct. 2008
“Networks Security Framework”, Dept of Computer Science, Hamdard University, New Delhi, India, Sept. 2008
Airtel’s Seminar on: “Airtel Networking in Mobile Technology”, Dept of Computer Science, Hamdard University, New Delhi, India, Mar. 2007

Workshop / IT Festival / Exhibition

Certificate of Organizer in NERDZ (National Level IT Festival), Hamdard University, 2007
Certificate of Organizer in NERDZ (National Level IT Festival), Hamdard University, 2008
Certificate of Organizer in NERDZ (National Level IT Festival), Hamdard University, 2009
Workshop on: “Enterprise Information Network Security: Concepts, Technologies and Practice”, Center of Excellence in Interdisciplinary Mathematics, FCM, 2010, India
IEEE Workshop on: Ethical hacking & Information Security, Hamdard University, Feb 2010, India
Manuscript Writing Workshop, Hamdard University, Oct 2010, India
IEEE National Workshop on: Simulation of Networks Using NS-2 (NWSN-2010), Gujarat, Sept 2010, India
Microsoft Student Partners Workshop on: Cloud Computing, IE9 and Web Technology, Hamdard University, Jan 2011, New Delhi, India
Kharazmi University Workshop on: How to use and have access to our New University Portal Home pages, Jan. 2016
Certificate of Conducting & Coordinator of Workshop on: Classification Methods based on MRF & CRF, Kharazmi University, 2017
National Workshop on Ransomware and Prevention Methods, Iran 2017
National Workshop on How to deal with Exploit Operation and Mikrotik Devices Vulnerabilities, Iran 2017
Certificate of Conducting 17^th Exhibition on Security Equipment, Tehran, 2018
Certificate of Conducting Workshop on Information Technology Security, MSRT, 2019
Coordinator of Workshop on: BMP & BPN, Kharazmi University & Chargoon Co., 2019

Member of Board/Bodies

Chair conference, 2019 International Conference on Artificial Intelligence Technologies and Applications, China, 2019
Active Member of IEEE Communication Society, USA, 2011-2020
Senior Member of IEEE, USA, 2009-20
Senior Member of International Association of Computer Science & Information Technology, Singapore
Honor Member of IEEE Industry Applications Society, USA, 2014-20
Member of IEEE Young Professional, USA, 2012-20
Member of IEEE Computational Intelligence Society, 2020
Member of IEEE CyberSecurity Community, 2020
Member of IEEE Green ICT Community, 2020
Member of IEEE Internet Initiative Technology and Policy Community, 2020
Member of IEEE Internet of Things Community, 2020
Member of IEEE Software Defined Networks, 2020
Member of IEEE Technology and Engineering Management Technical Community, 2020
Member of IEEE Smart Cities, 2020
Member of IEEE Life Sciences Community, 2020
Member of IEEE Rebooting Computing Community, 2020
Member of IEEE Big Data Community, 2020
Member of IEEE Cloud Computing Community, 2020
Member of International Academy of Computer & IT Engineering, UK
IEEE Hamdard Chapter Treasure, India, 2010-11
Research Council Advisory Board, Hamdard University, New Delhi, India, 2009-11

Editorial/Reviewer

Member of the Technical Committee Board, 2020 2nd Ahmad Dahlan International Conference Series on Engineering, Science and Information Technology (ADICS-ESIT 2020), Indonesia, 2020
Member of the Technical Committee Board, 2020 International Conference on Education & E-Learning Innovations (ICEELI'2020), Tunisia, 2020
Member of the Technical Committee Board, International Conference on Computer Applications & Information Security, Saudi Arabia, 2020
Member of the Technical Committee Board, 2019 2nd International Conference and Workshop Telecommunication, Computing, Electrical, Electronics and Control, Indonesia, 2019
Reviewer of Journal of Decision Engineering
Reviewer of IGI Global in Computer Science Field
Reviewer of 2020 1^st Conference on Internet of Things and Embedded Intelligence (CITE), Indonesia, 2020
Reviewer of Bulletin of Electrical Engineering and Informatics Journal (BEEI)
Member of the Technical Committee Board, International Conference on Development of Internet of Things, China, 2019
Member of the Technical Committee Board, 4th National Conference on Contemporary Issues in Computer Information and Sciences (CICIS’19), Iran
Reviewer of 3^rd International Conference on High Performance Compilation, Computing and Communications, China, 2019
Member of the Technical Committee Board, International TopHPC Conference, Tehran, Iran, 2019
Reviewer of Neural Network World Journal
Reviewer of Quarterly Journal of The Macro and Strategic Policies
Reviewer of Journal of Remote Sensing and GIS
Member of the Technical Committee Board, 2^nd International Conference on Mechanical Electric and Industrial Engineering, China, 2019
Reviewer of Journal of Information System and Telecommunication
Reviewer of IET Generation, Transmission & Distribution Journal
Reviewer of IET Information Security Journal
Reviewer of IET Wireless Sensor Systems Journal
Reviewer of IET Communications Journal
Reviewer of IET Networks Journal
Reviewer of IET Image Processing Journal
Reviewer of IET Electronic Letters
Reviewer of IET Information Security Journal
Reviewer of IET Software Journal
Reviewer of IET Science, Measurement & Technology Journal
Reviewer of Current Analyzation on Instrumentation and Control
Editorial Board Member of The Open Electrical and Electronic Engineering Journal
Member of the Technical Committee Board, International Conference on Computer Intelligent Systems & Networking, Tunisia, 2018
Reviewer of International Journal of Issues in Business Management and Economics
Reviewer of International Conference on 2018 World of Multidisciplinary Research and Application (WOMRAC’2018), Malaysia, 2018
Reviewer of 2018 International Conference on Creative and Innovative Technology in Education (i-CITE2018), India, 2018
Reviewer of International Conference on Emerging Trends in Engineering, Science and Technology (ICRISET), India, 2018
Reviewer of Special Issue on Engineering Journal (SPIENG), Malaysia, 2017
Reviewer of International Symposium on Applications of Computational Intelligence and Machine Learning in Networked Systems (ACMiNS-2017), India, 2017
Reviewer of 2^nd Symposium on Advances in Applied Informatics (SAI-2017), India, 2017
Reviewer of 5^th International Symposium on Intelligent Informatics (ISI’17), India, 2016 and 2017
Organizer Committee Member of International Conference on Recent Advances in Electronics and Communication Technology, India, 2017
Reviewer of 2017 3^rd International Conference on Education (ICOED’2017), Malaysia, 2017
Reviewer of 3^rd International Symposium on Intelligent Systems Technologies and Applications, India, 2017
Reviewer of Recent Development in Sciences, Engineering and Computer Sciences International Conference (RESEECS’2017), Indonesia, 2017
Reviewer of the 20^th, 21^st, 22^nd,23^rd World Multi-conference on Systematics, Cybernetics and Informatics (WMSCI), Orlando, Florida, USA, 2016-2019
Reviewer of Journal of Technology of Education (JTE), Shahid Rajaee Teacher Training University, Iran, 2016
Reviewer of International Conference on Control, Electronics, Renewable Energy, and Communications, (ICCEREC’16), Indonesia, 2016 and 2017
Member of the Technical Committee Board, Information Science and Industrial Application (ISI’16), China, 2016 and 2017
Reviewer of International Conference on Environmental and Civil Engineering Technology, (ENVICET’16), Malaysia, 2016
Member of the Technical Committee Board, 8^th International Conference on Computational Intelligence and Communication Networks (CICN’16), India, 2016
Reviewer of International Conference on Advancement of Mechanical & Manufacturing Engineering Technology, (ADMMET’15), Indonesia, 2015
Reviewer of Informing Science: The International Journal of an Emerging Transdiscipline (InformingSciJ), ISSN: 1547-9684, Elsevier, Scopus, CA, USA
Member of the Technical Committee Board, 15^th IEEE International Symposium on Signal Processing and Information Technology (ISSPIT’15), UAE, 2015
Member of the Technical Committee Board, 2^nd Advanced Research in Material Sciences, Manufacturing, Mechanical and Mechatronic Engineering Technology International Conference (AR4MET’16), Indonesia, 2015 and 2017
Reviewer of International Conference on Computing & Network Communications (CoCoNet’15), India, 2015 and 2018
Member of the Technical Committee Board, Symposium on Ensemble Networks and Software Engineering (SENSE’15) and co-affiliated with 4^th International Conference on Advances in Computing, Communication and Informatics, India, 2015 and 2017
Reviewer of International Conference on Informatics & Advanced Computing (ICIAC), Thailand, 2015
Reviewer of International Conference on Electronics Systems & Information Technology (ICESIT), Emirate, 2015
Member of the Technical Committee Board, Springer International Conference on Computing in Mechanical Engineering (ICCME’15), India, 2015
Member of the Technical Committee Board, International Conference on Signal Processing & Data Mining (ICPSDM’15), India, 2015
Member of the Technical Committee Board, Springer International Conference on Computing in Mechanical Engineering (ICCME’15), India, 2015
Member of the Technical Committee Board, 4^th IEEE International Conference on Advances in Computing, Communications and Informatics (Special Session), India (IEEE ICACCI), 2015 and 2018
Reviewer of International Conference on Computer Science & Information Systems (ICCSIS), Thailand, 2015
Reviewer of International Conference on Network Security & Computer Science (ICNSCS), Malaysia, 2015
Senior Reviewer Member of IACITE in various Conferences & Journals
Reviewer of 4^th IEEE International Conference on Advances in Computing, Communications and Informatics, India (IEEE ICACCI)
Member of the Technical Committee Board, 5^th IEEE International Conference on Communication System and Network Technologies (IEEE CSNT), India
Reviewer of IEEE International Conference on Signal Processing, Informatics, Communication and Energy Systems (IEEE SPICES), India
Member of the Technical Committee Board, International Bio-Metrics & Smart Government Summit (IBMSGS), Tunisia
Chapter Reviewer Board Member of Privacy Book 2014 (Privacy in a Digital, Networked World – Technologies, Implications and Solutions), USA
Editorial Board Member of International Research Organization of Computer Science
Editorial Board Member of Future Tech: An International Journal of Science and Technology
Reviewer Board Member of World Applied Sciences Journal, Indexed by Thomson Reuters, SCOPUS (WASJ)
Reviewer Board Member of Privacy in a Digital, Networked World-Technologies, Implications and Solutions, USA
Reviewer of IEEE International Conference on Cyber-enabled Distributed Computing and Knowledge Discovery (CyberC), Beijing, China
Member of the Technical Committee Board, International Symposium on Advances in Data Management (ADM)
Member of the Technical Committee Board, International Workshop on Energy Efficient Wireless Communications and Networking (EEWCN)
Member of the Technical Committee Board, International Workshop on Bio-Inspired Computing (BioCom’13)
Reviewer of IEEE International Conference on Mechanical and Electrical Technology (ICMET), Dalian, China
Editorial of International Journal of Computer and Electrical Engineering (IJCEE), Singapore
Reviewer of IEEE International Conference on Machine Learning and Computing (ICMLC), Singapore
Reviewer of International Conference on Intelligent Network and Computing (ICINC) series
Reviewer of International Conference on Manufacturing Science and Technology (ICMST) series
Reviewer of International Conference on Software and Computing Technology (ICSCT) series
Reviewer of Journal of Engineering and Computer Innovation (JECI)
Reviewer of IEEE International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery (CyberC), Shanghai, China

Current Position

AssociateProfessor(ComputerScience), Kharazmi University, Tehran, Iran

Educational records

Course

University

City

Country

Graduation Date

Total mean

Ph. D. (Computer Science), Network Security

Jamia Hamdard

New Delhi

India

2012

Languages

Language

Translation Skill

Dialogue Skill

English

Advanced

Germany

Intermediate

Academic & scientific positions

Responsibilities Titles

Name of Organization

Starting Date

Termination Date

Chancellor Advisor and Director, Bureau of International Scientific Cooperation

Kharazmi University

2021

2023

Head, Department of Operation Management and Information Technology

Kharazmi University

2020

2023

Director, Kharazmi CERT Coordination Center

Kharazmi University

2015

2023

ICT Advisor to the Chancellor

Kharazmi University

2019

2023

Director, ICT Center

Kharazmi University

2015

2019

Director, ICT Center

University of Economic Sciences

2013

2015

Research projects

Project Titles

Executers

Supportive Organization

Place of Execution

Project Situation

Completion Date

Big Data & Machine Learning Approaches

Omid Mahdi Ebadati E., Mohammad Mortazavi T.

Running

2016

Wireless Sensor Networks Secure Connectivity

Omid Mahdi Ebadati E., Mohsen Yazdinejad, Nasim Afshari

Completed

2017

Theses supervised

Title

Persons

Improved ECC-based authentication in the wireless sensor network with the aim of privacy protection in IIoT

شایان زینلی

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

Assessing bank customers' loss affected branches merging by using machine learning techniques: Case Study of Bank Mellat

پگاه ملکی

Analysis of the role of cloud computing in increasing the security of information for small and medium businesses

وحید شلیله

Big data analytics of tourist accommodations in Iran: A study on TripAdvisor

امید قراخانی بهار

An Intrusion Detection System Based On Machine Learning algorithms For Fog Computing Environments

شقایق شریفی

Bankruptcy prediction model using intelligent machine learning hybrid methods regarding imbalanced datasets (Case study : Companies admitted to the Tehran Stock Exchange)

سعید شفیعی

A hybrid tag recommendation model to improve internet marketing strategy with DNNs to overcome the cold start problem

ناهید داودی

Providing a Recommender System to Improve Customer Relationship Management

رضا محمدیان

Automated System for Modelling and Forecasting in Retailing Price Data

مهدیار مسلم رضوانی

ناهید برزگرشبستری

improving the production process of a piece of music from production ho distribution using ethereum intelligent contracts in block chain technology

حسین اقائی فیشانی

The impact of Gamification on Customer Loyalty to Corporate Loyalty Programs (Case Study: Minoo Food Company)

الناز وثوقی

The impact of Virtual Reality on the Brand Value of the Companies (Case Study: Iran City Carpet)

زینب ابارقی

Improving the performance of tax fraud detection of industrial companies in stock market using data mining

امیر بحیرائی

Performance Management of Blood Supply Chain Processes from IT Ambidexterity Perspective

محمد مختاری

Financial Analysis: Iran Stock Market Movement Trend Prediction by Using Deep Learning Algorithms

حسین مصطفائی نیا

Sustainable marketing strategy of smart energy networks (generation, transmission and delivery) using IoT and big

رضا زینلی زاده رفسنجانی پور

Implementation of Meta-Synthesis Method to Extract Comprehensive Framework of Researches on Design and Architecture of Multi-Sided Platforms

فاطمه هزارخانی

Investigating the role of gamification in effectiveness of brand loyalty programs in the telecom industry (Case study: Irancell company)

محبوبه محسنی

Diagnosis and prediction of breast cancer tumors using machine learning algorithms (Case study: Zanjan University of Medical Sciences)

سحر صمصامی

A Hybrid Hotel Recommender System Based on Machine Learning Algorithms

شیما محمدی

Nominate potential ATM terminals for replacement with non-cashbankingterminalsby using machine learning approaches

منیره کاشفی راد

Developing an information-based framework for saving and ranking building energy consumption by use of occupant behavior: a data mining approach

مرتضی عمادی

Developing a Predietor and Recommender System for Drafing in Online Game Data2

کامران کریمی

Improving the performance of tax fraud detection of industrial companies using data mining

امیر بحیرائی

Iranian tea consumption pattern by using data mining techniques

رضا پدرپورواجارگاه

Prioritizing Industry 4.0 technologies in small and medium enterprises (case study: Electronics and Telecommunications industries)

امیرمحمد نوروزی

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

Designing a New Silk Road for Information and Communication Technology in Iran-China 25-year Comprehensive Strategic Partnership Programme

مسعود بیکی اشکذری

Human resources allocation to the credit requirement process, A Process Mining Approach

شکوفه سادات حسینی

Investigating and predicting the effectiveness of Influencer marketing in Iran using machine learning techniques (case study: Iranian foods & restaurants on Instagram)

رضا کوثری مقدم

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

Price Prediction and Assessing correlation of Bitcoin, Ethereum, Stellar, Cardano and Neo cryptocurrencies using ATT-LSTM, LSTM, GRU methods

امیرحسین احمدی

Analysis of data flow network architectures for autonomous vehicle platforms

پریناز بابایی

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

Evaluating Organisational Readiness to Design and Implement Agile Strategies By Using Data Mining Analytics (Case Study: Pars Minoo Industrial Company)

علی نودرارپور

Designing a decision support system in identifying covid-19 through CT scan images with the help of deep learning algorithms

فاطمه ساوئی

Forecasting the price of option contracts in the capital market of Iran

سیدعلی حسینی

conference reviewer

Conference Title

Date of Cooperation & Explanations

Member of the Technical Committee Board, International Conference on Computer Intelligent Systems & Networking, Tunisia, 2018

2018

Reviewer of International Conference on 2018 World of Multidisciplinary Research and Application (WOMRAC’2018), Malaysia, 2018

2018

Member of the Technical Committee Board, 4th National Conference on Contemporary Issues in Computer Information and Sciences (CICIS’19), Iran

2019

Reviewer of 3rd International Conference on High Performance Compilation, Computing and Communications, China, 2019

2019

Member of the Technical Committee Board, International TopHPC Conference, Tehran, Iran, 2019

2018

Reviewer of 2018 International Conference on Creative and Innovative Technology in Education (i-CITE2018), India, 2018

2019

Reviewer of International Conference on Emerging Trends in Engineering, Science and Technology (ICRISET), India, 2018

2017

Member of the Technical Committee Board, 2nd International Conference on Mechanical Electric and Industrial Engineering, China, 2019

2017

Reviewer of International Symposium on Applications of Computational Intelligence and Machine Learning in Networked Systems (ACMiNS-2017), India, 20

2017

Reviewer of 2nd Symposium on Advances in Applied Informatics (SAI-2017), India, 2017

2017

Reviewer of 5th International Symposium on Intelligent Informatics (ISI’17), India, 2016 and 2017

2017

Organizer Committee Member of International Conference on Recent Advances in Electronics and Communication Technology, India, 2017

2017

Reviewer of 2017 3rd International Conference on Education (ICOED’2017), Malaysia, 2017

2017

Reviewer of 3rd International Symposium on Intelligent Systems Technologies and Applications, India, 2017

2017

Reviewer of Recent Development in Sciences, Engineering and Computer Sciences International Conference (RESEECS’2017), Indonesia, 2017

2017

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

Designing an intelligent Framework for Managing Retail Chain stores in Iran base on Business Intelligence, Case Study on Proma Chain Store

ابوطالب حبیبی ماچیانی

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

Designing a Business Model for Vehicle’s History Information Systems by Using Canvas Model (BMC)

حمید علی پورصنوبری

INTRODUCTION OF A NEW DATA-MINING AND OPTIMIZATION ALGORITHMS-ORIENTED APPROACH FOR PREDICTION OF STARTUP COMPANIES’ SUCCESS A Case Study of Iran

نازنین حبیبی

Examining The Relationship Between Organization Strategic Orientations And Managers ' Information Technology Competencies with The Success of Establishing Business Process Management Systems Projects

زینب مقدمی

Determination of the factors affecting the happiness of Iranian households by using data mining approaches

فرزانه دهقانی زاده بغدادآباد

Examine climatic elements, its cycles, as well as export indices on banks' credit rating models

فواد پولادی

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

Performance assessment of Organ transplants supply chain management processes using BPM techniques with Blockchain approach

زهرا سرائی

Hypertension Prediction using Machine Learning Algorithms Based on Medical Data + Dietary Pattern

فاطمه زارع

Designing an optimal model for detection of tax evasion in direct taxes using machine learning

آرش نعمت اللهی

A framework of venture investors value-added services in entrepreneurs' investor selection

احمد نامنی

Designing a Prediction Model for Iran Football Pro League Matches by Using Machine Learning Algorithms

سیده زهرا نورانی

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

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

Designing a Prediction Model for Italy Serie A Football Matches by Machine Learning Approach

سیده زهرا نورانی

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

Estimation Gross Urban Product of (Khuzestan state) using data mining

علی حسنی نیا

Investigating the role of 4th generation industrial revolution technologies in intelligent marketing and sales processes in the automotive industry (IKCO)

اتنا اردانی

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

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

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

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

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

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

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

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

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

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

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

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

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

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

An efficient hybrid machine learning method for time series stock market forecasting

Omid Mahdi Ebadati, Mohammad Mortazavi T.

Neural Network World

2018

Full Text

A machine learning framework to forecast wave conditions

Omid Mahdi Ebadati, Fearghal O'Donncha, Jun Wang, Yushan Zhang

COASTAL ENGINEERING

2018

Full Text

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

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

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

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

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

An Efficient Grouping Genetic Algorithm for Data Clustering and Big Data Analysis

, Omid Mahdi Ebadati, , Harleen Kaur

Adaptation, Learning, and Optimization

2015

Full Text

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

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

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

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

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

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

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

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

IEEE ICRITO 2022 Sustainable IT Architecture Strategy for the future of organization

Omid Mahdi Ebadati

IEEE 11th International Conference on Reliability Infocom Technologies and Optimization ICRITO2022 - India

1401/01/04

Oral

Sustainable IT Architecture Strategy

Omid Mahdi Ebadati

3rd International Conference on ICT for Digital Smart and Sustainable Development ICIDSSD22 - India

1401/01/04

Oral

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

Sustainability and Optimization of ICT and Data Centers

Omid Mahdi Ebadati

Renewal Energy and Resources - ENGLAND

1400/02/06

Oral

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

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

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

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

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

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