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 Issue/Volume Article Printed Pages
1 MFO-SFR: An Enhanced Moth-Flame Optimization Algorithm Using an Effective Stagnation Finding and Replacing Strategy Mathematics 2023 11 862
2 An Effective Hybridization of Quantum-based Avian Navigation and Bonobo Optimizers to Solve Numerical and Mechanical Engineering Problems Journal of Bionic Engineering 2023 20 1361–1385
3 MMKE: Multi-trial vector-based monkey king evolution algorithm and its applications for engineering optimization problems Plos one 2023 18 e0280006
4 CQFFA: A Chaotic Quasi-oppositional Farmland Fertility Algorithm for Solving Engineering Optimization Problems Journal of Bionic Engineering 2023 20 158–183
5 Starling murmuration optimizer: A novel bio-inspired algorithm for global and engineering optimization Computer Methods in Applied Mechanics and Engineering 2022 392 114616
6 GGWO: Gaze cues learning-based grey wolf optimizer and its applications for solving engineering problems Journal of Computational Science 2022 61 101636
7 Hybridizing of Whale and Moth-Flame Optimization Algorithms to Solve Diverse Scales of Optimal Power Flow Problem Electronics 2022 11 831
8 Enhanced whale optimization algorithm for medical feature selection: A COVID-19 case study Computers in Biology and Medicine 2022 148 105858
9 DMDE: Diversity-maintained multi-trial vector differential evolution algorithm for non-decomposition large-scale global optimization Expert Systems with Applications 2022 198 116895
10 Binary Starling Murmuration Optimizer Algorithm to Select Effective Features from Medical Data Applied Sciences 2022 13 564
11 Binary Approaches of Quantum-Based Avian Navigation Optimizer to Select Effective Features from High-Dimensional Medical Data Mathematics 2022 10 2770
12 Efficient text document clustering approach using multi-search Arithmetic Optimization Algorithm Knowledge-Based Systems 2022 248 108833
13 Binary Aquila Optimizer for Selecting Effective Features from Medical Data: A COVID-19 Case Study Mathematics 2022 10 1929
14 MTV-MFO: Multi-Trial Vector-Based Moth-Flame Optimization Algorithm Symmetry 2021 13 2388
15 QANA: Quantum-based avian navigation optimizer algorithm Engineering Applications of Artificial Intelligence 2021 104 1-30
16 R-GWO: Representative-based grey wolf optimizer for solving engineering problems Applied Soft Computing 2021 106 1-28
17 Migration-Based Moth-Flame Optimization Algorithm Processes 2021 9 2276
18 An intelligent social-based method for rail-car fleet sizing problem Journal of Rail Transport Planning 2021 17 100231
19 A Shallow 1-D Convolution Neural Network for Fetal State Assessment Based on Cardiotocogram SN Computer Science 2021 2 1-9
20 An Improved Grey Wolf Optimizer for Solving Engineering Problems Expert Systems with Applications 2021 166 113917
21 A Hybrid Imputation Method for Multi-Pattern Missing Data: A Case Study on Type II Diabetes Diagnosis Electronics 2021 10 3167
22 Boosting Atomic Orbit Search Using Dynamic-Based Learning for Feature Selection Mathematics 2021 9 2786
23 An Improved Moth-Flame Optimization Algorithm with Adaptation Mechanism to Solve Numerical and Mechanical Engineering Problems Entropy 2021 23 1637
24 DMFO-CD: A Discrete Moth-Flame Optimization Algorithm for Community Detection Algorithms 2021 14 314
25 EWOA-OPF: Effective Whale Optimization Algorithm to Solve Optimal Power Flow Problem Electronics 2021 10 2975
26 MTDE: An effective multi-trial vector-based differential evolution algorithm and its applications for engineering design problems Applied Soft Computing 2020 97 106761
27 Success prediction of android applications in a novel repository using neural networks Complex and Intelligent Systems 2020 6 573–590
28 A Binary Metaheuristic Algorithm for Wrapper Feature Selection International Journal of Computer Science Engineering (IJCSE) 2019 8-5 168-172
29 CCSA: Conscious Neighborhood-based Crow Search Algorithm for Solving Global Optimization Problems Applied Soft Computing 2019 85 105583
30 Binary Sine Cosine Algorithms for Feature Selection from Medical Data Advanced Computing: An International Journal (ACIJ) 2019 10-1 1-10
31 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
32 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
33 Intelligent mining of large-scale bio-data: Bioinformatics applications Biotechnology 2018 32(1) 10-29
34 Incremental mining maximal frequent patterns from univariate uncertain data Knowledge-Based Systems 2018 152 40-50
35 English-Persian Plagiarism Detection based on a Semantic Approach Journal of Artificial Intelligence and Data Mining 2017 5(2) 275-284
36 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
37 Feature Selection Based on Whale Optimization Algorithm for Diseases Diagnosis International Journal of Computer Science and Information Security 2016 14(9) 1243-1247
38 Swarm Intelligence Approach for Breast Cancer Diagnosis International Journal of Computer Applications 2016 151-1 40-44
39 An adaptive fuzzy threshold-based approach for energy and performance efficient consolidation of virtual machines Computing 2016 98-6 641-660
40 Efficient routing of load balancing in grid computing Journal of Theoretical and Applied Information Technology 2015 79(1) 83-89
41 An Efficient Model to Automatically Find Index in Databases International Journal of Computer Science and Information Security 2015 13(3) 43-46
42 Using J48 Tree Partitioning for scalable SVM in Spam Detection Computer and Information Science 2015 8-2 37-42
43 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
44 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
45 IDFP-tree: An efficient tree for interactive mining of frequent Subgraph patterns Journal of Theoretical and Applied Information Technology 2015 74(3) 386-390
46 Efficient load balancing using ant colony optimization Journal of Theoretical and Applied Information Technology 2015 77(2) 253-258
47 Presentation of Hybrid Genetic Algorithm for Effective Feature Selection International Journal of Scientific and Engineering Research 2015 6(2) 56-59
48 A NEW TRANSISTOR SIZING APPROACH FOR DIGITAL INTEGRATED CIRCUITS USING FIREFLY ALGORITHM International Journal of VLSI design 2015 6(6) 1-9
49 An accurate clustering method by using co-author social networks for author name disambiguation JOURNAL OF COMPUTING AND SECURITY 2014 - In Press
50 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
51 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
52 Survey on adaptive job schedulers in mapreduce International Journal of Theoretical and Applied Information Technology 2014 (3)66 661-669
53 Routing protocol of wireless sensor network ED-LEACH International Journal of Sensors and Sensor Networks 2014 2(3) 26-31
54 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
55 A framework for context-aware web service composition using planning techniques Multiagent and Grid Systems an International Journal 2014 10 185-197
56 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
57 Multi-source Fusion Approaches for Efficient Community Detection in Social Networks International Journal of Computer Science Engineering 2013 2(1) 222-228
58 A new model for recommender systems based on data sources integration International Journal of Information and Communication Technology Research 2013 3(1) 49-55
59 An efficient prefix tree for incremental frequent pattern mining International Journal of Information and Communication Technology Research 2013 3(2) 49-55
60 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
61 Recommender Systems Based on Web Usage Mining: A Survey International Journal of Review on Computers and Software 2012 7(6) 425-432
62 A Two-layer Model for Interactive Mining of Frequent Patterns Lecture Notes in Engineering and Computer Science 2011 2188( 421-425
63 Efficient prime-based method for interactive mining of frequent patterns International Journal of Expert Systems with Applications, Elsevier 2011 38(10 12654–12670
64 Efficient Candidacy Reduction For Frequent Pattern Mining International Journal of Computer Science and Information Security 2009 6(3) 230-237
65 A Numerical Method for Frequent Patterns Mining International Journal of Theoretical and Applied Information technology 2009 8(2) 92-98
66 Determining convergence and divergence among smart city Beneficiary (Case study: Isfahan city) Geography and Urban Space Development 2023 9-4 55-73
67 Improving the accuracy of the author name disambiguation by using clustering ensemble Signal and Data Processing 2018 4-34 117-128
68 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
69 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

 5-2) Papers Presented at the Conference  
Row Article title Conference Name Conference Location Year
1 Improved data clustering using multi-trial vector-based differential evolution with gaussian crossover Proceedings of the Genetic and Evolutionary Computation Conference Companion United States 2022
2 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
3 A Novel Tour Planning Model using Big Data 2018 International Conference on Artificial Intelligence and Data Processing Turkey 2018
4 Comparative Analysis of Transfer Function-based Binary Metaheuristic Algorithms for Feature Selection 2018 International Conference on Artificial Intelligence and Data Processing Turkey 2018
5 Hp-Apriori: Horizontal parallel-apriori algorithm for frequent itemset mining from big data 2nd International Conference on Big Data Analysis China 2017
6 An improved artificial bee colony algorithm for solving continuous optimization problems The first international conference on computer science and engineering Tehran 2017
7 Improved bat algorithm the first international conference on computer science and engineering Tehran 2017
8 Comparative analysis of ageing-related gene identification approaches and presenting an appropriate model for it The first international conference on computer science and engineering Iran 2017
9 A method for maximum memory reduction by selecting effective features in emotion recognition from speech - Tehran 2017
10 A survey of classifications methods and algorithms in data mining in financial risk management 2th Annual international conference on management by intelligence Tehran 2017
11 link prediction in social networks using support vector machine 2nd international management tools and techniques conference Iran 2016
12 A review of classification methods for predicting heart disease using decision tree Third international conference on applied research in computer and information technology Iran 2016
13 A review of decision tree methods to predict diabetes The third international conference on applied research in computer science and information technology Tehran 2016
14 A method for improving accuracy to solve the problem of ambiguous names by using clustering aggregation technique The third international conference on applied research in computer science and information technology Tehran 2016
15 Effective algorithms for extracting frequent patterns from non-deterministic data The second national conference of applied research in computer science and information technology Tehran 2015
16 A combined method to identify factors affecting the time of accident a case study of Isfahan The fourth international conference on driving and road accidents Tehran 2015
17 A new algorithm for mining frequent patterns in can tree 2nd International Conference on Knowledge-Based Engineering and Innovation (KBEI) 2015 Iran 2015
18 Efficient data preparation techniques for diabetes detection 16th International Conference on Computer as a Tool University ofSalamanca (Spain 2015
19 A review of educational data mining using social network analysis 9th International Symposium on Science and Technology Advances Mashhad 2014
20 A model for incremental associative classification National conference on the use of intelligent systems (soft computing) in science and industry Islamic Azad University, Qochan branch 2013
21 Investigation and evaluation of the classification method based on multiple association rules first national information retrieval conference Islamic Azad University, Rudsar branch 2013
22 An efficient technique to enhance FP-growth International Conference on Computer Science and Computational Mathematics (ICCSCM 2013) Malaysia 2013
23 An Efficient Technique to Enhance FP-growth 2013 International Conference on Computer Science and Computational Mathematics Kuala Lumpur, Malaysia 2013
24 Data-Aware Virtual Machine Placement and Rate Allocation in Cloud Environment International Conference on Advanced Computing India 2012
25 Forecasting of household and commercial gas consumption in next five years for Isfahan province using neural networks 9th international industrial engineering conference Iran 2012
26 A Two-layer Model for Interactive Mining of Frequent Patterns International MultiConference of Engineers and Computer Scientists 2011 China, Hong Kong 2011
27 Efficient personalized e-learning material recommender systems based on incremental frequent pattern mining 12th International Conference IKE 11 USA 2011
28 A Prime Number-Based Method for Interactive Frequent Pattern Mining 5th International Data Mining Conference, DMIN 09 USA 2009
29 Incremental updating of frequent pattern: basic algorithms the 2nd International Conference on Information System, Technology and Management (ICISTM 08) Dubai 2008
30 A survey of Incremental updating of frequent pattern the Intelligent Systems and Information Technology Symposium (ISITS 07) Malaysia 2007
31 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 Portal of Traffic Equipments Maintenance Director External Grant
2 Detecting Plagiarism based on a Semantic Approach Co-Worker Internal Grant
3 Analyzing of Breast Cancer Metastasis for Iranian Women Based on Gene Expression Profile and Clinical Information Co-Worker Internal Grant
4 WEb Personalization using Association Rules Extracted From Web Usage Mining Director Internal Grant
5 - Co-Worker Internal Grant
6 Load Balancing in Grid Computing by using Ant Colony Optimization Director Internal Grant
7 Intelligent Translator Machine Co-Worker Internal Grant
8 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 IEEE Outstanding Ph.D. thesis award 2022
5 International Association of Engineers (IAENG), USA. Merit Paper Award in International Conference of Data Mining WCE 2008, London 2008
6 University Putra Malaysia Bronze Medal of Research and Technology Expo PRPI’09 2009
7 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 Program Committee of International Conference IKE 2011 2011
7 Director-General of Research 2011
8 Program Committee of International Conference EEE 2011 2011
9 Session Chair of International Conference IMECS 2011 2011
10 Scientific Chair of National Conference on Computer Science 2013
11 Program Committee of International Conference EEE 2012 2012
12 Program Committee of International Conference IKE 2012 2012
13 Scientific Committee of National Conference on Application o 2013
14 Editorial Member of American Journal of Computation, Communi 2013
15 Editorial Member of International Journal of Wireless Commun 2013
16 Editorial Member of American Journal of Computer Science and 2013
17 Scientific Committee of the Second National Conference on Co 2014
18 Dean of Faculty of Computer Engineering 2014
19 Scientific Committee of International Conference on Computer 2016
20 Head of Big Data Analytics Research Group 2016
21 Director of Big Data Research Center 2016