 Islamic Azad University, Najafabad Branch |
|
| 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 |
| Academic Degree | Education Field | University | Country | Year |
|---|---|---|---|---|
| B.Sc | - | - | - | - |
| M.Sc | - | - | - | - |
| Ph.D | Computer- Artificial Intelligence | UPM | Malaysia | 2010 |
| 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 |
| 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 |
| Row | Article title | Journal Name | Year | Issue/Volume | Article Printed Pages |
|---|---|---|---|---|---|
| 1 | Binary Approaches of Quantum-Based Avian Navigation Optimizer to Select Effective Features from High-Dimensional Medical Data | Mathematics | 2022 | 10 | 2770 |
| 2 | Efficient text document clustering approach using multi-search Arithmetic Optimization Algorithm | Knowledge-Based Systems | 2022 | 248 | 108833 |
| 3 | DMDE: Diversity-maintained multi-trial vector differential evolution algorithm for non-decomposition large-scale global optimization | Expert Systems with Applications | 2022 | 198 | 116895 |
| 4 | Binary Aquila Optimizer for Selecting Effective Features from Medical Data: A COVID-19 Case Study | Mathematics | 2022 | 10 | 1929 |
| 5 | Enhanced whale optimization algorithm for medical feature selection: A COVID-19 case study | Computers in Biology and Medicine | 2022 | 148 | 105858 |
| 6 | Hybridizing of Whale and Moth-Flame Optimization Algorithms to Solve Diverse Scales of Optimal Power Flow Problem | Electronics | 2022 | 11 | 831 |
| 7 | GGWO: Gaze cues learning-based grey wolf optimizer and its applications for solving engineering problems | Journal of Computational Science | 2022 | 61 | 101636 |
| 8 | Starling murmuration optimizer: A novel bio-inspired algorithm for global and engineering optimization | Computer Methods in Applied Mechanics and Engineering | 2022 | 392 | 114616 |
| 9 | MTV-MFO: Multi-Trial Vector-Based Moth-Flame Optimization Algorithm | Symmetry | 2021 | 13 | 2388 |
| 10 | An intelligent social-based method for rail-car fleet sizing problem | Journal of Rail Transport Planning | 2021 | 17 | 100231 |
| 11 | A Shallow 1-D Convolution Neural Network for Fetal State Assessment Based on Cardiotocogram | SN Computer Science | 2021 | 2 | 1-9 |
| 12 | An Improved Grey Wolf Optimizer for Solving Engineering Problems | Expert Systems with Applications | 2021 | 166 | 113917 |
| 13 | A Hybrid Imputation Method for Multi-Pattern Missing Data: A Case Study on Type II Diabetes Diagnosis | Electronics | 2021 | 10 | 3167 |
| 14 | Boosting Atomic Orbit Search Using Dynamic-Based Learning for Feature Selection | Mathematics | 2021 | 9 | 2786 |
| 15 | An Improved Moth-Flame Optimization Algorithm with Adaptation Mechanism to Solve Numerical and Mechanical Engineering Problems | Entropy | 2021 | 23 | 1637 |
| 16 | DMFO-CD: A Discrete Moth-Flame Optimization Algorithm for Community Detection | Algorithms | 2021 | 14 | 314 |
| 17 | EWOA-OPF: Effective Whale Optimization Algorithm to Solve Optimal Power Flow Problem | Electronics | 2021 | 10 | 2975 |
| 18 | Migration-Based Moth-Flame Optimization Algorithm | Processes | 2021 | 9 | 2276 |
| 19 | QANA: Quantum-based avian navigation optimizer algorithm | Engineering Applications of Artificial Intelligence | 2021 | 104 | 1-30 |
| 20 | R-GWO: Representative-based grey wolf optimizer for solving engineering problems | Applied Soft Computing | 2021 | 106 | 1-28 |
| 21 | Success prediction of android applications in a novel repository using neural networks | Complex and Intelligent Systems | 2020 | 6 | 573–590 |
| 22 | MTDE: An effective multi-trial vector-based differential evolution algorithm and its applications for engineering design problems | Applied Soft Computing | 2020 | 97 | 106761 |
| 23 | 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 |
| 24 | 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 |
| 25 | CCSA: Conscious Neighborhood-based Crow Search Algorithm for Solving Global Optimization Problems | Applied Soft Computing | 2019 | 85 | 105583 |
| 26 | Binary Sine Cosine Algorithms for Feature Selection from Medical Data | Advanced Computing: An International Journal (ACIJ) | 2019 | 10-1 | 1-10 |
| 27 | A Binary Metaheuristic Algorithm for Wrapper Feature Selection | International Journal of Computer Science Engineering (IJCSE) | 2019 | 8-5 | 168-172 |
| 28 | Incremental mining maximal frequent patterns from univariate uncertain data | Knowledge-Based Systems | 2018 | 152 | 40-50 |
| 29 | Intelligent mining of large-scale bio-data: Bioinformatics applications | Biotechnology | 2018 | 32(1) | 10-29 |
| 30 | English-Persian Plagiarism Detection based on a Semantic Approach | Journal of Artificial Intelligence and Data Mining | 2017 | 5(2) | 275-284 |
| 31 | 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 |
| 32 | Feature Selection Based on Whale Optimization Algorithm for Diseases Diagnosis | International Journal of Computer Science and Information Security | 2016 | 14(9) | 1243-1247 |
| 33 | Swarm Intelligence Approach for Breast Cancer Diagnosis | International Journal of Computer Applications | 2016 | 151-1 | 40-44 |
| 34 | An adaptive fuzzy threshold-based approach for energy and performance efficient consolidation of virtual machines | Computing | 2016 | 98-6 | 641-660 |
| 35 | A NEW TRANSISTOR SIZING APPROACH FOR DIGITAL INTEGRATED CIRCUITS USING FIREFLY ALGORITHM | International Journal of VLSI design | 2015 | 6(6) | 1-9 |
| 36 | Presentation of Hybrid Genetic Algorithm for Effective Feature Selection | International Journal of Scientific and Engineering Research | 2015 | 6(2) | 56-59 |
| 37 | An Efficient Model to Automatically Find Index in Databases | International Journal of Computer Science and Information Security | 2015 | 13(3) | 43-46 |
| 38 | Using J48 Tree Partitioning for scalable SVM in Spam Detection | Computer and Information Science | 2015 | 8-2 | 37-42 |
| 39 | Efficient routing of load balancing in grid computing | Journal of Theoretical and Applied Information Technology | 2015 | 79(1) | 83-89 |
| 40 | Efficient load balancing using ant colony optimization | Journal of Theoretical and Applied Information Technology | 2015 | 77(2) | 253-258 |
| 41 | IDFP-tree: An efficient tree for interactive mining of frequent Subgraph patterns | Journal of Theoretical and Applied Information Technology | 2015 | 74(3) | 386-390 |
| 42 | 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 |
| 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 | 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 |
| 45 | An accurate clustering method by using co-author social networks for author name disambiguation | JOURNAL OF COMPUTING AND SECURITY | 2014 | - | In Press |
| 46 | Routing protocol of wireless sensor network ED-LEACH | International Journal of Sensors and Sensor Networks | 2014 | 2(3) | 26-31 |
| 47 | Survey on adaptive job schedulers in mapreduce | International Journal of Theoretical and Applied Information Technology | 2014 | (3)66 | 661-669 |
| 48 | 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 |
| 49 | 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 |
| 50 | A framework for context-aware web service composition using planning techniques | Multiagent and Grid Systems an International Journal | 2014 | 10 | 185-197 |
| 51 | 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 |
| 52 | Multi-source Fusion Approaches for Efficient Community Detection in Social Networks | International Journal of Computer Science Engineering | 2013 | 2(1) | 222-228 |
| 53 | A new model for recommender systems based on data sources integration | International Journal of Information and Communication Technology Research | 2013 | 3(1) | 49-55 |
| 54 | An efficient prefix tree for incremental frequent pattern mining | International Journal of Information and Communication Technology Research | 2013 | 3(2) | 49-55 |
| 55 | 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 |
| 56 | Recommender Systems Based on Web Usage Mining: A Survey | International Journal of Review on Computers and Software | 2012 | 7(6) | 425-432 |
| 57 | A Two-layer Model for Interactive Mining of Frequent Patterns | Lecture Notes in Engineering and Computer Science | 2011 | 2188( | 421-425 |
| 58 | Efficient prime-based method for interactive mining of frequent patterns | International Journal of Expert Systems with Applications, Elsevier | 2011 | 38(10 | 12654–12670 |
| 59 | A Numerical Method for Frequent Patterns Mining | International Journal of Theoretical and Applied Information technology | 2009 | 8(2) | 92-98 |
| 60 | Efficient Candidacy Reduction For Frequent Pattern Mining | International Journal of Computer Science and Information Security | 2009 | 6(3) | 230-237 |
| 61 | Improving the accuracy of the author name disambiguation by using clustering ensemble | Signal and Data Processing | 2018 | 4-34 | 117-128 |
| 62 | 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 |
| 63 | 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 |
| 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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| 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 |
| 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 |
| Row | Title | Registration Place | Reference Confirmed | Date |
|---|
| 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 |
| Row | Title | Date |
|---|
| 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 |