چاپ
CV
IAUN
Islamic Azad University, Najafabad Branch

 1- Personal Information  
First Name : Mohammad H.
Last Name : Nadimi-Shahraki
E-mail : nadimi@iaun.ac.ir
Work Address : Islamic Azad University, Najafabad Branch, Esfahan
Academic Rank :Assistant Professor


 2- Education Background  
Academic Degree Education Field University Country Year
B.Sc - - - -
M.Sc - - - -
Ph.D Computer- Artificial Intelligence UPM Malaysia 2010


 3- Educational Experience  
Row Specialized Courses Taught Degree
1 Big Data Analytics PhD of Software Engineering and Artificial Intelligence
2 Advanced Data Mining PhD of Software Engineering and Artificial Intelligence
3 Advanced Research Method PhD of Software Engineering and Artificial Intelligence
4 Advanced Databases Master of Software Engineering
5 Research Method Master of Software Engineering and Artificial Intelligence
6 Data Mining PhD and Master of Software Engineering and Artificial Intelligence


 4- Research Interests  
Row Fields of Investigation and Specialized
1 Big Data Analytics (Concepts and Techniques)
2 Data Mining and its applications in Medical, Social Networks, Industry and Data-driven Management
3 Machine Learning and its applications in Medical, Social Networks and Industry
4 Metaheuristic Algorithms and its applications


 5- Research Activities    5-1) Paper Published in Journals  
Row Article title Journal Name Year Volume Article Printed Pages
1 QANA: Quantum-based avian navigation optimizer algorithm Engineering Applications of Artificial Intelligence 2021 104 1-30
2 An Improved Grey Wolf Optimizer for Solving Engineering Problems Expert Systems with Applications 2021 166 1-25
3 R-GWO: Representative-based grey wolf optimizer for solving engineering problems Applied Soft Computing 2021 106 1-28
4 An intelligent social-based method for rail-car fleet sizing problem Journal of Rail Transport Planning 2021 17 100231
5 A Shallow 1-D Convolution Neural Network for Fetal State Assessment Based on Cardiotocogram SN Computer Science 2021 2 1-9
6 Success prediction of android applications in a novel repository using neural networks Complex and Intelligent Systems 2020 6 573–590
7 MTDE: An effective multi-trial vector-based differential evolution algorithm and its applications for engineering design problems Applied Soft Computing 2020 97 1-46
8 Improve Performance of Association Rule-Based Collaborative Filtering Recommendation Systems using Genetic Algorithm International Journal of Information Technology and Computer Science 2019 11(2) 48-55
9 EFP-tree: an efficient FP-tree for incremental mining of frequent patterns International Journal of Data Mining, Modelling and Management 2019 11(2) 144-166
10 Binary Sine Cosine Algorithms for Feature Selection from Medical Data Advanced Computing: An International Journal (ACIJ) 2019 10-1 1-10
11 A Binary Metaheuristic Algorithm for Wrapper Feature Selection International Journal of Computer Science Engineering (IJCSE) 2019 8-5 168-172
12 Intelligent mining of large-scale bio-data: Bioinformatics applications Biotechnology 2018 32(1) 10-29
13 Incremental mining maximal frequent patterns from univariate uncertain data Knowledge-Based Systems 2018 152 40-50
14 English-Persian Plagiarism Detection based on a Semantic Approach Journal of Artificial Intelligence and Data Mining 2017 5(2) 275-284
15 Determining Optimal Number of Neighbors in Item-based kNN Collaborative Filtering Algorithm for Learning Preferences of New Users Journal of Telecommunication, Electronic and Computer Engineering 2017 9(3) 163-167
16 An adaptive fuzzy threshold-based approach for energy and performance efficient consolidation of virtual machines Computing 2016 98-6 641-660
17 Swarm Intelligence Approach for Breast Cancer Diagnosis International Journal of Computer Applications 2016 151-1 40-44
18 Feature Selection Based on Whale Optimization Algorithm for Diseases Diagnosis International Journal of Computer Science and Information Security 2016 14(9) 1243-1247
19 An Efficient Model to Automatically Find Index in Databases International Journal of Computer Science and Information Security 2015 13(3) 43-46
20 A Low Cost Model For Diagnosing Coronary Artery Disease Based On Effective Features International Journal of Electronics Communication and Computer Engineering 2015 6(1) 93-97
21 Using J48 Tree Partitioning for scalable SVM in Spam Detection Computer and Information Science 2015 8-2 37-42
22 Udfp-tree: An efficient tree for interactive mining of frequent patterns from uncertain data Journal of Theoretical and Applied Information Technology 2015 73(3) 418-422
23 IDFP-tree: An efficient tree for interactive mining of frequent Subgraph patterns Journal of Theoretical and Applied Information Technology 2015 74(3) 386-390
24 Efficient load balancing using ant colony optimization Journal of Theoretical and Applied Information Technology 2015 77(2) 253-258
25 Efficient routing of load balancing in grid computing Journal of Theoretical and Applied Information Technology 2015 79(1) 83-89
26 Presentation of Hybrid Genetic Algorithm for Effective Feature Selection International Journal of Scientific and Engineering Research 2015 6(2) 56-59
27 A NEW TRANSISTOR SIZING APPROACH FOR DIGITAL INTEGRATED CIRCUITS USING FIREFLY ALGORITHM International Journal of VLSI design 2015 6(6) 1-9
28 A CAD System for Automatic Classification of Brain Strokes in CT Images International Journal of Mechatronics, Electrical and Computer Technology 2014 4(10) 67-85
29 Cold-start problem in collaborative recommender systems: efficient methods based on ask to rate Journal of Computing and Information Technology 2014 22(2) 105-113
30 A more Accurate Clustering Method by using Co-author Social Networks for Author Name Disambiguation Journal of Computing and Security 2014 1(4) 307-317
31 A framework for context-aware web service composition using planning techniques Multiagent and Grid Systems an International Journal 2014 10 185-197
32 Survey on adaptive job schedulers in mapreduce International Journal of Theoretical and Applied Information Technology 2014 (3)66 661-669
33 Routing protocol of wireless sensor network ED-LEACH International Journal of Sensors and Sensor Networks 2014 2(3) 26-31
34 An accurate clustering method by using co-author social networks for author name disambiguation JOURNAL OF COMPUTING AND SECURITY 2014 - In Press
35 An Area-Optimized Chip of Ant Colony Algorithm Design in Hardware Platform Using the Address-Based Method International Journal of Electrical and Computer Engineering 2014 4(6) 989-998
36 An efficient prefix tree for incremental frequent pattern mining International Journal of Information and Communication Technology Research 2013 3(2) 49-55
37 A new model for recommender systems based on data sources integration International Journal of Information and Communication Technology Research 2013 3(1) 49-55
38 Multi-source Fusion Approaches for Efficient Community Detection in Social Networks International Journal of Computer Science Engineering 2013 2(1) 222-228
39 Recommender Systems Based on Web Usage Mining: A Survey International Journal of Review on Computers and Software 2012 7(6) 425-432
40 Control and Analysis of an Omnidirectional Autonomous Robot Based on Software Approach and Multimedia Database Journal of Control Engineering and Applied Informatics 2012 14(2) 1-8
41 Efficient prime-based method for interactive mining of frequent patterns International Journal of Expert Systems with Applications, Elsevier 2011 38(10 12654–12670
42 A Two-layer Model for Interactive Mining of Frequent Patterns Lecture Notes in Engineering and Computer Science 2011 2188( 421-425
43 A Numerical Method for Frequent Patterns Mining International Journal of Theoretical and Applied Information technology 2009 8(2) 92-98
44 Efficient Candidacy Reduction For Frequent Pattern Mining International Journal of Computer Science and Information Security 2009 6(3) 230-237
45 Improving the accuracy of the author name disambiguation by using clustering ensemble Signal and Data Processing 2018 4-34 117-128
46 Comparison and Evaluation of Synthesis of Risk Factors in Breast Cancer and Provide a Model for Determine the Likelihood of Developing Breast Cancer U Iranian Journal of Breast Disease 2016 9(1) 21-30
47 Consumption Forcasting of Residential and Commercial Gas for a Period of Five Years in Isfahan Using Neural Networks Production and Operation Management 2016 7(1) 247-262

 5-2) Papers Presented at the Conference  
Row Article title Conference Name Conference Location Year
1 Multi-Class Cardiovascular Diseases Diagnosis from Electrocardiogram Signals using 1-D Convolution Neural Network 2020 IEEE 21st International Conference on Information Reuse and Integration for Data Science (IRI) USA 2020
2 A Novel Tour Planning Model using Big Data 2018 International Conference on Artificial Intelligence and Data Processing Turkey 2018
3 Comparative Analysis of Transfer Function-based Binary Metaheuristic Algorithms for Feature Selection 2018 International Conference on Artificial Intelligence and Data Processing Turkey 2018
4 Hp-Apriori: Horizontal parallel-apriori algorithm for frequent itemset mining from big data 2nd International Conference on Big Data Analysis China 2017
5 Efficient data preparation techniques for diabetes detection 16th International Conference on Computer as a Tool University ofSalamanca (Spain 2015
6 An efficient technique to enhance FP-growth International Conference on Computer Science and Computational Mathematics (ICCSCM 2013) Malaysia 2013
7 An Efficient Technique to Enhance FP-growth 2013 International Conference on Computer Science and Computational Mathematics Kuala Lumpur, Malaysia 2013
8 Data-Aware Virtual Machine Placement and Rate Allocation in Cloud Environment International Conference on Advanced Computing India 2012
9 Efficient personalized e-learning material recommender systems based on incremental frequent pattern mining 12th International Conference IKE 11 USA 2011
10 A Prime Number-Based Method for Interactive Frequent Pattern Mining 5th International Data Mining Conference, DMIN 09 USA 2009
11 Incremental updating of frequent pattern: basic algorithms the 2nd International Conference on Information System, Technology and Management (ICISTM 08) Dubai 2008
12 A survey of Incremental updating of frequent pattern the Intelligent Systems and Information Technology Symposium (ISITS 07) Malaysia 2007
13 Self-tuning multi-representing e-learning system (SMES) by decision maker intelligent agent (DMIA) for increasing training effectiveness 4th International Conference on Artificial Intelligence, Knowledge Engineering Data Bases Austria 2005
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 5-3) Completed Research Plans  
Row Title Responsibility Project Kind
1 Detecting Plagiarism based on a Semantic Approach Co-Worker Internal Grant
2 Analyzing of Breast Cancer Metastasis for Iranian Women Based on Gene Expression Profile and Clinical Information Co-Worker Internal Grant
3 WEb Personalization using Association Rules Extracted From Web Usage Mining Director Internal Grant
4 - Co-Worker Internal Grant
5 Load Balancing in Grid Computing by using Ant Colony Optimization Director Internal Grant
6 Intelligent Translator Machine Co-Worker Internal Grant
7 Intelligent Mice Director Internal Grant

 5-4) Compilation and Books  
Row Title Compilation Kind Compilation Publishing Date Publisher
1 Data mining Compilation 2014 Islamic Azad University, Najafabad branch
2 Advances in Electrical Engineering and Computational Science (Chapter 42 titled PC_Tree: Prime-Based and Compressed Tree for Maximal Frequent Patterns Mining) Compilation Chapter 2009 Springer

 5-5) Initiative, Innovation and Invention, and Valuable Asrbdy  
Row Title Registration Place Reference Confirmed Date

 5-6) Awards and Honors  
Row Institution Title Festival Date Reference Award Announcement
1 Najafabad Branch, Islamic Azad University, Isfahan, Iran. Top Researcher Award 2012
2 Najafabad Branch, Islamic Azad University, Isfahan, Iran. Top Researcher Award 2014
3 Farhikhtegan Research and Technology Exhibition Islamic Azad University Top Book Award in Farhikhtegan Research and Technology Exhibition 2016 2016
4 International Association of Engineers (IAENG), USA. Merit Paper Award in International Conference of Data Mining WCE 2008, London 2008
5 University Putra Malaysia Bronze Medal of Research and Technology Expo PRPI’09 2009
6 Malaysian Association of Research Scientists Bronze Medal, International Research and Technology Expo 2010, MTE2010 2010

 5-7) Lecturer Of Workshop  
Row Title Date


 6- Executive Experience  
Row Title Executive Year
1 Member of ICT Committee 2001
2 Research ِDeputy of Faculty of Engineering 2002
3 Director-General of Research 2003
4 Program Committee of International Conference on Data Mining 2009
5 Program Committee of International Conference on Data Mining 2010
6 Director-General of Research 2011
7 Program Committee of International Conference EEE 2011 2011
8 Session Chair of International Conference IMECS 2011 2011
9 Program Committee of International Conference IKE 2011 2011
10 Program Committee of International Conference EEE 2012 2012
11 Scientific Committee of National Conference on Application o 2013
12 Scientific Chair of National Conference on Computer Science 2013
13 Program Committee of International Conference IKE 2012 2012
14 Editorial Member of American Journal of Computer Science and 2013
15 Editorial Member of International Journal of Wireless Commun 2013
16 Editorial Member of American Journal of Computation, Communi 2013
17 Dean of Faculty of Computer Engineering 2014
18 Scientific Committee of the Second National Conference on Co 2014
19 Director of Big Data Research Center 2016
20 Head of Big Data Analytics Research Group 2016
21 Scientific Committee of International Conference on Computer 2016