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College Engineering, Educational group electrical engineering
Shahram Golzari Hormozi
Order: Associate Professor
Field: Computer Engineering Artificial Intelligence
Mail: golzari@hormozgan.ac.ir
Address: Deprtment of Electrical and Computer Engineering, University of Hormozgan
Educational Information »
Grade:
Bachelor
Field of Study:
Computer Engineering
Orientation of Study:
Software Engineering
University:
Isfahan University of Technology
City:
Isfahan
Start Date:
1994-09-23
Start End:
1998-09-22
Thesis:
Grade:
M.S.c
Field of Study:
Computer Engineering
Orientation of Study:
Software Engineering
University:
Amirkabir University of Technology
City:
Tehran
Start Date:
1998-09-23
Start End:
2001-09-22
Thesis:
Design of Cellular Automata-Based Parallel Algorithms
Grade:
Ph.D.
Field of Study:
Computer Science
Orientation of Study:
Intelligent Computing
University:
Universti Putra Malaysia (UPM)
City:
Serdang
Start Date:
2007-09-23
Start End:
2011-09-22
Thesis:
Utilisation of Exponential-Based Resource Allocation and Competition in Artificial Immune Recognition system
Inventions »
Books »
Title:
Automatic Musical Genre Classification and Artificial Immune Recognition System, in Advances in Music Information Retrieval, Studies in Computational Intelligence
Edition:
274
Date of Release:
1387/05/01
Release Number:
Springer Berlin / Heidelberg
Authors:
S. Doraisamy and S. Golzari
Title:
Incorporation of Adapted Real World Tournament Selection into Artificial Immune Recognition System, in Opportunities and Challenges for Next-Generation Applied Intelligence, Studies in Computational Intelligence
Edition:
214
Date of Release:
1386/11/09
Release Number:
Springer Berlin / Heidelberg
Authors:
S. Golzari, S. Doraisamy, M. N. Sulaiman, and N. I. Udzir
Title:
A Review on Concepts, Algorithms and Recognition Based Applications of Artificial Immune System, in Advances in Computer Science and Engineering, Communications in Computer and Information Science
Edition:
6
Date of Release:
1386/10/30
Release Number:
Springer Berlin / Heidelberg
Authors:
S. Golzari, S. Doraisamy, M. N. B. Sulaiman, and N. I. Udzir
Title:
Artificial Immune Recognition System with Nonlinear Resource Allocation Method and Application to Traditional Malay Music Genre Classification, in Artificial Immune Systems, Lecture Notes in Computer Science
Edition:
5132
Date of Release:
1386/01/15
Release Number:
Springer Berlin / Heidelberg
Authors:
S. Golzari, S. Doraisamy, M. Sulaiman, N. Udzir, and N. Norowi
Papers »
Paper:
Paper
Title:
The Diagnosis of Epilepsy by Gravitational Search Algorithm and Support Vector Machines
Journal title:
Journal of Computing and Security
No:
3
Year:
2016-04-01
Partners:
Z. Basereh, S. Golzari and A. Harifi
Paper:
Paper
Title:
Improving Q-learning Using Simultaneous Updating and Opposing Action Based Adaptive Procedure
Journal title:
Iranian Journal of Electrical and Computer Engineering
No:
14
Year:
2016-02-01
Partners:
M. Pouyan, S. Golzari, A. Mousavi and A. Hatam
Paper:
Paper
Title:
RAIRS2: A New Expert System for Diagnosing Tuberculosis with Real-world Tournament Selection Mechanism Inside Artificial Immune Recognition System
Journal title:
Medical and Biological Engineering and Computing
No:
54
Year:
2016-01-01
Partners:
M. R. Saybani, S. Shamshirband, S. Golzari, T. Y. Wah, S. Aghabozorgi, M. L. Mat Kiah and V. E. Balas
Paper:
Paper
Title:
Diagnosing Tuberculosis With a Novel Support Vector Machine-Based Artificial Immune Recognition System
Journal title:
IRCMJ
No:
17
Year:
2015-04-01
Partners:
M. R. Saybani, S. Shamshirband, S. Golzari, T. Y. Wah, S. Aghabozorgi, M. A. Pourhoseingholi and T. Olariu
Paper:
Paper
Title:
An Efficient and Effective Immune Based Classifier
Journal title:
Journal of Computer Science
No:
7
Year:
2015-04-01
Partners:
S. Golzari, S. Doraisamy, M. N. Sulaiman, and N. I. Udzir
Paper:
Paper
Title:
Effect of Noise on RWTSAIRS Classifier
Journal title:
European Journal of Scientific Research
No:
31
Year:
2009-04-01
Partners:
S. Golzari, S. Doraisamy, M. N. Sulaiman, and N. I. Udzir
Paper:
Paper
Title:
Effect OF Fuzzy Resource Allocation Method on AIRS Classifier Accuracy
Journal title:
Journal of Theoretical and Applied Information Technology
No:
5
Year:
2009-03-01
Partners:
S. Golzari, S. Doraisamy, M. N. Sulaiman, and N. I. Udzir
Paper:
Paper
Title:
A Maze Routing Algorithm Based on Two Dimensional Cellular Automata
Journal title:
Cellular Automata
No:
4173
Year:
2006-03-01
Partners:
S. Golzari and M. R. Meybodi
Paper:
Conference
Title:
Improving the Accuracy of Classification Algorithms in Detecting False Data Injection Attacks to Power Grids by using Deep Learning
Conference:
APA 3 Conference
City:
Zahedan
Year:
2018-02-25
Partners:
A. Khalili, M. MohammadPourfard, S. Golzari and A. Ahmadi
Paper:
Conference
Title:
Recognizing Persian Handwritten Words Using Deep Convolutional Networks
Conference:
Artificial Intelligence and Signal Processing (AISP)
City:
Shiraz
Year:
2017-12-11
Partners:
R. Sabzi, Z. Fotoohynia, Z. Salkhorde, A. Khalili, S. Golzari, S. Behravesh and S. Akbarpour
Paper:
Conference
Title:
Improving the precision of KNN classifier using nonlinear weighting method based on the spline interpolation
Conference:
7th International Conference on Computer and Knowledge Engineering (ICCKE)
City:
Mashhad
Year:
2017-06-19
Partners:
F. Sanei, A. Harifi and S. Golzari
Paper:
Conference
Title:
Comparing the performance of GWO and Colonal Selection Algorithm in selecting features and optimizing the parameters of SVR for predicting the delay of servicing cratfs entering Bandar Abbas
Conference:
5th Iranian Joint Congress on Fuzzy Inteligent Systems
City:
Qazvin
Year:
2017-02-12
Partners:
M. Shabani Haji, S. Golzari and D. Nazari
Paper:
Conference
Title:
Task Scheduling in hybrid cloud computing using the Bee colony algorithm
Conference:
1st National conference on applied Sciences and Engineering
City:
Aligodarz
Year:
2016-11-03
Partners:
A. Arabi, S. Golzari and A. Harifi
Paper:
Conference
Title:
Task Scheduling in hybrid cloud: Challenges and Opportunities
Conference:
1st National conference on applied Sciences and Engineering
City:
Aligodarz
Year:
2016-09-25
Partners:
A. Arabi, S. Golzari and A. Harifi
Paper:
Conference
Title:
Solving Mug problem in case-based reasoning using feature weighting and optimality module
Conference:
International Confrence on 2020 Vision and Technological Development in Electrical Engineering, Computer, and Information Technology
City:
Malaysia
Year:
2016-08-15
Partners:
A. Eskandarzade, S. Golzari and A. Harifi
Paper:
Conference
Title:
Solving Mug problem in case-based reasoning using feature weighting and division module
Conference:
International Confrence on 2020 Vision and Technological Development in Electrical Engineering, Computer, and Information Technology
City:
Malaysia
Year:
2016-03-08
Partners:
A. Eskandarzade, S. Golzari and A. Harifi
Paper:
Conference
Title:
A new method to improve the performance of Q-learning by more updating Q-values based on contradiction operation
Conference:
CSICC
City:
Mashhad
Year:
2015-10-20
Partners:
M. Pouyan, a. Mousavi, S. Golzari and A. Hatam
Paper:
Conference
Title:
A New Improved Method for Mining Maximal frequent itemsets based on Graph and Tree Theory
Conference:
CSICC
City:
Mashhad
Year:
2015-10-20
Partners:
F. Nadi, N. Heydari, S. Golzari and M. r. Saybani
Paper:
Conference
Title:
Sample selection and SVM parameters optimization using Binary Gravitational Search Algorithm for epilepsy diagnosis
Conference:
CSICC
City:
Mashhad
Year:
2015-10-20
Partners:
Z. Basereh, S. Golzari and A. Harifi
Paper:
Conference
Title:
Simultaneous sample and feature selection for nearest neighbor classifier using genetic algorithm
Conference:
2th International congress on electrical engineering, computer Science and Information technology
City:
Hamadan
Year:
2015-08-17
Partners:
S. Ghanbari Baghestani and S. Golzari
Paper:
Conference
Title:
Sample selection and SVM parameters optimization using binary Gravitational Search Algorithm for epilepsy diagnosis
Conference:
2nd national symposium on applied researches in computer science and Information Technology
City:
Tehran
Year:
2015-06-09
Partners:
Z. Basereh, S. Golzari and A. Harifi
Paper:
Conference
Title:
Sample selection, feature selection, and SVM parameters optimization using binary Gravitational Search Algorithm for epilepsy diagnosis
Conference:
2nd national symposium on applied researches in computer science and Information Technology
City:
Tehran
Year:
2015-06-09
Partners:
Z. Basereh, S. Golzari and A. Harifi
Paper:
Conference
Title:
Feature selection for questions classification using Cuckoo optimization algorithm
Conference:
ICTCK
City:
Mashhad
Year:
2015-12-08
Partners:
Y. Ghanbari and S. Golzari
Paper:
Conference
Title:
Recognizing Persian Hand-Written digits using Gabor filter, Principal Component Analysis and K-nearest neighbor algorithm
Conference:
7th Conference on Information and Knowledge Technology
City:
Urmia
Year:
2015-10-06
Partners:
Y. Ghanbari, S. Golzari and S. Askari
Paper:
Conference
Title:
Multi-modal optimization using gravitational search algorithm along with k-means positioning technique and loop in loop elitism strategy
Conference:
CSICC
City:
Mashhad
Year:
2015-10-20
Partners:
M. Nourmohammadi Zarde Savar, S. Golzari and A. Mousavi
Paper:
Conference
Title:
Combining K-means and Black hole algorithms for Document clustering
Conference:
Advances in Engineering and Basic Science
City:
Torbat Heydarieh
Year:
2015-05-13
Partners:
M. Nourmohammadi Zarde Savar, S. Golzari and A. Mousavi
Paper:
Conference
Title:
Employing Black Hole algorithm and Black Hole combined with K-means algorithm for document clustering using Purity, Entropy, and F-measure Fitness Functions
Conference:
International Conference on Information Technology, Computer & Communication
City:
Torbat Heydarieh
Year:
2015-05-04
Partners:
M. Nourmohammadi Zarde Savar, S. Golzari and A. Mousavi
Paper:
Conference
Title:
A more compact K-means algorithm as a placement technique for improving elitist gravitational search algorithm in solving multimodal optimization problems
Conference:
Conference on Information and Knowledge Technology
City:
Urmia
Year:
2015-06-10
Partners:
M. Nourmohammadi Zarde Savar, S. Golzari and A. Mousavi
Paper:
Conference
Title:
Combining fuzzy methods and gravitational search algorithm for mammographic image segmentation
Conference:
The 2nd National Conference on Computer Engineering Information Technology of Payam Noor University
City:
Najafabad
Year:
2014-11-20
Partners:
M. Nourmohammadi Zade, S. Golzari, A. Mousavi and N. Sahragard
Paper:
Conference
Title:
Dynamic artificial immune system and its application to File Transfer Scheduling optimization
Conference:
SNPD
City:
Takamatsu
Year:
2014-10-12
Partners:
M. Dastan Zand, M. Kalantari and S. Golzari
Paper:
Conference
Title:
GSAT: A new technique for transferring knowledge between agents and improving reinforcement learning algorithms in multi-agent complicated environments
Conference:
National conference on Computer Engineering and IT Management
City:
Tehran
Year:
2014-09-20
Partners:
M. NourMohammadi Zarde Savar, A. Mousavi, S. Golzari and A. Hatam
Paper:
Conference
Title:
Improving the performance of Q-learning by more updating Q-values based on contradiction operation
Conference:
IINCS
City:
Mashhad
Year:
2014-09-01
Partners:
M. Pouyan, A. Mousavi, S. Golzari and A. Hatam
Paper:
Conference
Title:
A new improved method for mining maximal frequent itemsets based on graph and tree theory
Conference:
4th International Conference on Computer and Knowledge Engineering (ICCKE)
City:
Mashhad
Year:
2014-08-01
Partners:
F. Nadi, S. Golzari Hormozi, A. Foroozandeh and M. H. Nadimi Shahraki
Paper:
Conference
Title:
A Review on Clustering Based Methods for Decreasing Energy Consumption in Wireless Sensor Networks
Conference:
National conference on Computer Engineering and IT Management
City:
Tehran
Year:
2014-07-15
Partners:
A. Hashemipor, S. Golzari and V. Sattari Naini
Paper:
Conference
Title:
A Predictive Priority based Algorithm for Congestion Control in Wireless Sensor Networks
Conference:
National conference on Computer Engineering and IT Management
City:
Tehran
Year:
2014-07-15
Partners:
H. Jasemi, S. Golzari and V. Satari Naeeni
Paper:
Conference
Title:
File Transfer Scheduling Optimization Using Artificial Immune System
Conference:
SNPD
City:
Honolulu
Year:
2013-09-15
Partners:
M. Dastan Zand, M. Kalantari and S. Golzari
Paper:
Conference
Title:
Improving the Accuracy of AIRS by Incorporating Real World Tournament Selection in Resource Competition Phase
Conference:
Eleventh IEEE Congress on Evolutionary Computation
City:
Trondheim
Year:
2009-10-06
Partners:
S. Golzari, S. Doraisamy, M. N. Sulaiman, and N. I. Udzir
Paper:
Conference
Title:
Artificial Immune Recognition System with Real Word Tournament Selection for Breast Cancer Diagnosis
Conference:
1st Malaysian Joint Conference on Artificial Intelligence
City:
Kuala Lumpur
Year:
2009-08-06
Partners:
S. Golzari, S. Doraisamy, M. N. Sulaiman, and N. I. Udzir
Paper:
Conference
Title:
A Study on Feature Selection and Classification Techniques for Automatic Genre Classification of Traditional Malay Music
Conference:
9th International Conference on Music Information Retrieval
City:
Philadelphia
Year:
2009-07-01
Partners:
S. Doraisamy, S. Golzari, M. N. Sulaiman, and N. I. Udzir
Paper:
Conference
Title:
A hybrid approach to Traditional Malay Music genre classification: Combining feature selection and artificial immune recognition system
Conference:
Proceedings of International Symposium on Information Technology
City:
Kuala Lumpur
Year:
2008-11-01
Partners:
S. Golzari, S. Doraisamy, M. N. Sulaiman, and N. I. Udzir
Paper:
Conference
Title:
Notes on Using Nonlinear Resource Allocation Method in AIRS Classifier
Conference:
Proceedings of The 4th International Conference on Data Mining
City:
Las Vegas
Year:
2008-09-10
Partners:
S. Golzari, S. Doraisamy, M. N. Sulaiman, and N. I. Udzir
Paper:
Conference
Title:
A Comprehensive Study in Benchmarking Feature Selection and Classification Approaches for Tradition Malay Music
Conference:
Proceedings of The 4th International Conference on Data Mining
City:
Las Vegas
Year:
2008-09-10
Partners:
S. Golzari, S. Doraisamy, M. N. Sulaiman, and N. I. Udzir
Paper:
Conference
Title:
Effect of Nonlinear Resource Allocation on AIRS Classifier Accuracy
Conference:
Proceedings of The 2008 Knowledge Management International Conference
City:
Lamgkawi
Year:
2008-06-15
Partners:
S. Golzari, S. Doraisamy, M. N. Sulaiman, and N. I. Udzir
Paper:
Conference
Title:
A Parallel Sorting Algorithm for Two Dimensional Cellular Automata
Conference:
Proceedings of The 11th International CSI Computer Conference
City:
Tehran
Year:
2006-04-15
Partners:
S. Golzari and M. R. Meybodi
Paper:
Conference
Title:
A Parallel Algorithm for Voronoi Diagram Based on Cellular Automata
Conference:
Proceedings of The 13th Iranian Conference on Electrical Engineering
City:
Zanjan
Year:
2005-05-10
Partners:
S. Golzari and M. R. Meybodi
Paper:
Conference
Title:
A Parallel Graph Coloring Algorithm Based on Cellular Automata
Conference:
Proceedings of The 10th Iranian Conference on Electrical Engineering
City:
Tabriz
Year:
2002-09-10
Partners:
S. Golzari and M. R. Meybodi
Paper:
Conference
Title:
A Parallel Maze Routing Algorithm Based on Cellular Automata
Conference:
The 7th International CSI Computer Conference
City:
Tehran
Year:
2002-03-10
Partners:
S. Golzari and M. R. Meybodi
Paper:
Paper
Title:
Stacking- and voting-based ensemble deep learning models (SEDL and VEDL) and active learning (AL) for mapping land subsidence
Journal title:
Environmental Science and Pollution Research
No:
30 (10)
Year:
2023-02-13
Partners:
A. Mohammadifar, H. Gholami, and S. Golzari
Paper:
Paper
Title:
Assessment of the uncertainty and interpretability of deep learning models for mapping soil salinity using DeepQuantreg and game theory
Journal title:
Scientific Reports
No:
12(1)
Year:
2022-07-11
Partners:
A. Mohammadifar, H. Gholami, and S. Golzari
Paper:
Paper
Title:
Combining convolutional neural networks with SVM classifier for recognizing Persian and Arabic handwritten words
Journal title:
Multimedia Tools and Applications
No:
81(23)
Year:
2022-07-20
Partners:
S. Golzari, A. Khalili, R. Sabzi
Paper:
Paper
Title:
Integrated modelling for mapping spatial sources of dust in central Asia - An important dust source in the global atmospheric system
Journal title:
Atmospheric Pollution Research
No:
12(9)
Year:
2021-12-15
Partners:
H. Gholami, A. Mohammadifar, H. Malakooti, Y. Esmaeilpour, S. Golzari, F. Mohammadi, Y. Li, Y. Song, D.G. Kaskaoutis, K.E. Fitzsimmons, and A. Collins
Paper:
Paper
Title:
Using the Boruta algorithm and deep learning models for mapping land susceptibility to atmospheric dust emissions in Iran
Journal title:
Aeolian Research
No:
50(100682)
Year:
2021-06-14
Partners:
H. Gholami, A. Mohammadifar, S. Golzari, D.G. Kaskaoutis, A.L. Collins
Paper:
Paper
Title:
Selecting effective features on prediction of delay in servicing ships arriving to ports using a combination of Clonal Selection and Grey Wolf Optimization algorithms-Case study: Shahid Rajaee port in Bandar Abbas
Journal title:
Computational Intelligence
No:
36(3)
Year:
2020-08-28
Partners:
S. Golzari, M. Shabani Haji, A. Khalili
thesis »
Title:
Feature Selection for Predicting the Delay of Servicing to the Vessels Arriving to Bandarabbas, using Combination of Artificial Immune and Evolutionary Algorithms
Grade:
M.S.c
Student's name:
M. Shabani Haji
History thesis defense:
1396/06/20
Title:
A Path Planning Algorithm Based on Clonal Selection and Optimized Cellular Automata for Mobile Robot under Dynamic Unknown Environment
Grade:
M.S.c
Student's name:
S. A. Daneshnia
History thesis defense:
1395/06/16
Title:
Feature Selection and Classifier Ensemble Using Gravitational Search Algorithm and Its Application to Question classification in Question-Answering System
Grade:
M.S.c
Student's name:
M. Basir
History thesis defense:
1395/06/22
Title:
Answer Validation in Question-Answering System using Support Vector Machine
Grade:
M.S.c
Student's name:
Y. Ghanbari
History thesis defense:
1394/12/20
Title:
Job Scheduling In Hybrid Clouds Using Bee Colony Algorithm
Grade:
M.S.c
Student's name:
A. Arabi
History thesis defense:
1394/12/18
Title:
Multimodal Optimization Using Gravitational Search Algorithm, Elitism Strategy and K-means Niching Technique
Grade:
M.S.c
Student's name:
M. Nourmohammadi Zadeh Savar
History thesis defense:
1394/06/20
Title:
Epilepsy Disease Diagnosis Using Gravitational Search Algorithm and Support Vector Machine
Grade:
M.S.c
Student's name:
Z. Basereh
History thesis defense:
1393/12/15
Title:
A Hybrid Method For Solving The Swamping Problem In Case Based Reasoning
Grade:
M.S.c
Student's name:
A. Eskandarzadeh
History thesis defense:
1393/12/18
Title:
A predictive and Priority-Based Congestion Control Algorithm for Wireless Sensor Networks
Grade:
M.S.c
Student's name:
H. Jasemi
History thesis defense:
1392/06/21
Title:
A Weighted and Residual Energy a Ware Clustering Algorithm for Reducing Energy Consumption in Wireless Sensor Networks
Grade:
M.S.c
Student's name:
A. Hashemipour
History thesis defense:
1392/06/10
Publications »
Participation in Meetings »
Teaching »
As teaching:
Data Structure
Grade:
Bachelor
As teaching:
Analyze and Design of Algorithms
Grade:
Bachelor
As teaching:
Database
Grade:
Bachelor
As teaching:
Advanced Programming
Grade:
Bachelor
As teaching:
Machine Learning
Grade:
M.S.c
As teaching:
Pattern Recognition
Grade:
M.S.c
As teaching:
Data Mining
Grade:
M.S.c
As teaching:
Evolutionary Computation
Grade:
M.S.c
As teaching:
Deep Learning
Grade:
M.S.c
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