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Business Intelligence, Information Systems, Business Analyst, NOSQL, Digital Economy
Iran, Malaysia

Biography

I am currently working at the Department of IT and Computer Engineering, Islamic Azad University of Urmia. My Research Interests are:
• Enterprise Information Systems
• Data Analytics and Machin Learning
• Digital Transformation and Digital Business
• Digital Economy and FinTech
• Innovation in Supply Chain
• IT Entrepreneurship
. I conduct researches mostly with interpretive paradigm and qualitative methods. Grounded theory is my favorite.

Activities

Employment (1)

Islamic Azad University Urmia Branch: Urmia, IR

Employment
Source: Self-asserted source
Amin Babazadeh Sangar

Education and qualifications (3)

Universiti Teknologi Malaysia: Skudai, Johor, MY

2010-04-29 to 2014-04-29 | PhD (Faculty of Computing)
Education
Source: Self-asserted source
Amin Babazadeh Sangar

Shiraz University: Shiraz, Fars, IR

2007-08-01 to 2009-05-31 | M.Sc. (Computer and IT Engineering)
Education
Source: Self-asserted source
Amin Babazadeh Sangar

Qazvin Islamic Azad University: Qazvin, Qazvin, IR

2003-08-01 to 2007-05-31 | B.Sc. (IT and Computer Engineering)
Education
Source: Self-asserted source
Amin Babazadeh Sangar

Funding (4)

Business model design for Home France Co.

2022-01 to 2022-03 | Contract
Home france (Tehran, Tehran, IR)
Source: Self-asserted source
Amin Babazadeh Sangar

Tavanir CRM system Feasibility Study

2019-08 to 2020-02 | Contract
Tavanir (Urmia, West Azarbaijan, IR)
Source: Self-asserted source
Amin Babazadeh Sangar

Feasibility Study for Integrating Tabriz Municipality Information Systems

Grant
Tabriz Municipality (Tabriz, East Azarbaijan, IR)
Source: Self-asserted source
Amin Babazadeh Sangar

Smart City implementation Readiness Assessment of Tabriz Municipality

Grant
Tabriz Municipality (Tabriz, East Azarbaijan, IR)
Source: Self-asserted source
Amin Babazadeh Sangar

Works (50)

A Hybrid Model Based on Convolutional Neural Network and Long Short-Term Memory for Multi-label Text Classification

Neural Processing Letters
2024 | Journal article
Contributors: Maragheh, Hamed Khataei; Gharehchopogh, Farhad Soleimanian; Majidzadeh, Kambiz; Sangar, Amin Babazadeh
Source: check_circle
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grade
Preferred source (of 2)‎

Information system quality and organizational performance: The effect of information system integration in Tabriz metropolitan municipality, Iran

Information Development
2024 | Journal article
Contributors: Amiri, Elham; Sangar, Amin Babazadeh
Source: check_circle
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grade
Preferred source (of 3)‎

A Method Based on Plants Light Absorption Spectrum and Its Use for Data Clustering

Journal of Bionic Engineering
2024-11 | Journal article
Part of ISSN: 1672-6529
Part of ISSN: 2543-2141
Contributors: Behnam Farnad; Kambiz Majidzadeh; Mohammad Masdari; Amin Babazadeh Sangar
Source: Self-asserted source
Amin Babazadeh Sangar

Fusion of deep belief network and SVM regression for intelligence of urban traffic control system

The Journal of Supercomputing
2024-08-13 | Journal article
Part of ISSN: 0920-8542
Part of ISSN: 1573-0484
Contributors: Alireza Soleimani; Yousef Farhang; Amin Babazadeh Sangar
Source: Self-asserted source
Amin Babazadeh Sangar

Digital transformation of Tabriz, Iran by IoT adoption

Information Development
2024-01-08 | Journal article
Contributors: Saeed Hassani; Amin Babazadeh Sangar
Source: check_circle
Crossref

A Customized Efficient Deep Learning Model for the Diagnosis of Acute Leukemia Cells Based on Lymphocyte and Monocyte Images

Electronics
2023 | Journal article
Contributors: Ansari, Sanam; Navin, Ahmad Habibizad; Sangar, Amin Babazadeh; Gharamaleki, Jalil Vaez; Danishvar, Sebelan
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Acute Leukemia Diagnosis Based on Images of Lymphocytes and Monocytes Using Type-II Fuzzy Deep Network

Electronics
2023 | Journal article
Contributors: Ansari, Sanam; Navin, Ahmad Habibizad; Sangar, Amin Babazadeh; Gharamaleki, Jalil Vaez; Danishvar, Sebelan
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Assessing the ICT development in Iranian cities: The strategy to accelerate digital advancement

Technological Forecasting and Social Change
2023-12 | Journal article
Part of ISSN: 0040-1625
Contributors: Elham Amiri; Amin Babazadeh Sangar
Source: Self-asserted source
Amin Babazadeh Sangar

QFS-RPL: mobility and energy aware multi path routing protocol for the internet of mobile things data transfer infrastructures

Telecommunication Systems
2023-12-31 | Journal article
Part of ISSN: 1018-4864
Part of ISSN: 1572-9451
Contributors: Mahmoud Alilou; Amin Babazadeh Sangar; Kambiz Majidzadeh; Mohammad Masdari
Source: Self-asserted source
Amin Babazadeh Sangar

Deep learning-based risk reduction approach using novel banking parameters on a standardized dataset

Neural Computing and Applications
2023-08-19 | Journal article
Part of ISSN: 0941-0643
Part of ISSN: 1433-3058
Contributors: Hamed Haddadi; Amin Babazadeh Sangar; Seyed Naser Razavi
Source: Self-asserted source
Amin Babazadeh Sangar
grade
Preferred source (of 2)‎

A novel Q-learning-based hybrid algorithm for the optimal offloading and scheduling in mobile edge computing environments

Journal of Network and Computer Applications
2023-05 | Journal article
Part of ISSN: 1084-8045
Contributors: Amin Babazadeh Sangar; Somayeh Yeganeh; Sadoon Azizi
Source: Self-asserted source
Amin Babazadeh Sangar
grade
Preferred source (of 2)‎

Hierarchical federated learning model for traffic light management in future smart

International Journal of Nonlinear Analysis and Applications
2023-02-18 | Journal article
Contributors: Alireza Soleimany; Yousef Farhang; Amin Babazadeh Sangar
Source: Self-asserted source
Amin Babazadeh Sangar

An Intelligent Control Method for Urban Traffic using Fog Processing in the IoT Environment based on Cloud Data Processing of Big Data

Computer and Knowledge Engineering
2023-02-12 | Journal article
Part of ISSN: 2538-5453
Part of ISSN: 2717-4123
Contributors: soleimany, alireza; farhang, yousef; Babazadeh Sangar, amin
Source: Self-asserted source
Amin Babazadeh Sangar

Using the integrated application of computational intelligence for landslide susceptibility modeling in East Azerbaijan Province, Iran

Applied Geomatics
2023-01-16 | Journal article
Part of ISSN: 1866-9298
Part of ISSN: 1866-928X
Contributors: Solmaz Abdollahizad; Prof M.A Balafar; Bakhtiar Feizizadeh; Amin Babazadeh Sangar; Karim Samadzamini
Source: Self-asserted source
Amin Babazadeh Sangar
grade
Preferred source (of 2)‎

Towards Tax Evasion Detection Using Improved Particle Swarm Optimization Algorithm

Mathematical Problems in Engineering
2022 | Journal article
Contributors: Mojahedi, Houri; Babazadeh Sangar, Amin; Masdari, Mohammad
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Mining association rules for identifying critical factors affecting the implementation of business intelligence systems through WST-WFIM algorithm

International Journal of Nonlinear Analysis and Applications
2022-12 | Journal article
Contributors: Amin Babazadeh Sangar; Yousef Farhang; Amin Babazadeh Sangar; Kambiz Majidzadeh
Source: Self-asserted source
Amin Babazadeh Sangar

Offline Identification of the Author using Heterogeneous Data based on Deep Learning

هوش محاسباتی در مهندسی برق
2022-12-22 | Journal article
Contributors: سید نادی محامد خسروشاهی; سید ناصر رضوی; امین بابازاده سنگر; کامبیز میدزاده
Source: Self-asserted source
Amin Babazadeh Sangar

Quantum-Based Horse Optimization Algorithm for Energy-Aware Computation Offloading in Mobile Edge Computing

SSRN Electronic Journal
2022-12-22 | Journal article
Part of ISSN: 1556-5068
Contributors: kambiz majidzadeh; Mohamad Masdari; Reza Asemi Tazekand; amin Babazadeh Sangar; Elahe Doustsadigh
Source: Self-asserted source
Amin Babazadeh Sangar

Stacking ensemble approach in data mining methods for landslide prediction

The Journal of Supercomputing
2022-12-21 | Journal article
Part of ISSN: 0920-8542
Part of ISSN: 1573-0484
Contributors: Solmaz Abdollahizad; Mohammad Ali Balafar; Bakhtiar Feizizadeh; Amin Babazadeh Sangar; Karim Samadzamini
Source: Self-asserted source
Amin Babazadeh Sangar
grade
Preferred source (of 2)‎

Offline writer identification using a developed deep neural network based on a novel signature dataset

Journal of Ambient Intelligence and Humanized Computing
2022-09-04 | Journal article
Part of ISSN: 1868-5137
Part of ISSN: 1868-5145
Contributors: Davood Keykhosravi; Seyed Naser Razavi; Kambiz Majidzadeh; Amin Babazadeh Sangar
Source: Self-asserted source
Amin Babazadeh Sangar

Automatic offline identification of signature author based on deep learning and its evaluation in noisy conditions

Journal of Advances in Computer Research
2022-08-01 | Journal article
Contributors: Amin Babazadeh Sangar
Source: Self-asserted source
Amin Babazadeh Sangar

A Hybrid Multi-objective Algorithm for Imbalanced Controller Placement in Software-Defined Networks

Journal of Network and Systems Management
2022-07 | Journal article
Part of ISSN: 1064-7570
Part of ISSN: 1573-7705
Source: Self-asserted source
Amin Babazadeh Sangar
grade
Preferred source (of 2)‎

An Innovative Model for Extracting OLAP Cubes from NOSQL Database Based on Scalable Naïve Bayes Classifier

Mathematical Problems in Engineering
2022-04-11 | Journal article
Contributors: Farnaz Davardoost; Amin Babazadeh Sangar; Kambiz Majidzadeh; Yiwen Zhang
Source: check_circle
Crossref
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The Review of Usability Evaluation Methods on Tele health or Telemedicine Systems

Frontiers in Health Informatics
2022-04-11 | Journal article
Contributors: Ladan Soltanzadeh; Amin Babazadeh Sangar; Kambiz Majidzadeh
Source: check_circle
Crossref
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A New Hybrid Based on Long Short-Term Memory Network with Spotted Hyena Optimization Algorithm for Multi-Label Text Classification

Mathematics
2022-02-02 | Journal article
Contributors: Hamed Khataei Maragheh; Farhad Soleimanian Gharehchopogh; Kambiz Majidzadeh; Amin Babazadeh Sangar
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Crossref
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INTRODUCING AN INTELLIGENT FRAMEWORK FOR DETECTION OF SUSPECTED LUNG NODULES

Studies in Medical Sciences
2021 | Journal article
Source: Self-asserted source
Amin Babazadeh Sangar

Using hybrid artificial intelligence approach based on a neuro-fuzzy system and evolutionary algorithms for modeling landslide susceptibility in East Azerbaijan Province, Iran (Jul, 10.1007/s12145-021-00644-z, 2021)

Earth Science Informatics
2021 | Journal article
Contributors: Abdollahizad, Solmaz; Balafar, Mohammad Ali; Feizizadeh, Bakhtiar; Sangar, Amin Babazadeh; Samadzamini, Karim
Source: check_circle
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Weighted Frequent Itemset Mining Using Weighted Subtrees: WST-WFIM

IEEE Canadian Journal of Electrical and Computer Engineering
2021 | Journal article
Contributors: Saeed Nalousi; Yousef Farhang; Amin Babazadeh Sangar
Source: check_circle
Crossref
grade
Preferred source (of 3)‎

Deep neural networks-based offline writer identification using heterogeneous handwriting data: an evaluation via a novel standard dataset

Journal of Ambient Intelligence and Humanized Computing
2021-07-15 | Journal article
Part of ISSN: 1868-5137
Part of ISSN: 1868-5145
Source: Self-asserted source
Amin Babazadeh Sangar
grade
Preferred source (of 3)‎

Using hybrid artificial intelligence approach based on a neuro-fuzzy system and evolutionary algorithms for modeling landslide susceptibility in East Azerbaijan Province, Iran

Earth Science Informatics
2021-07-01 | Journal article
Part of ISSN: 1865-0473
Part of ISSN: 1865-0481
Source: Self-asserted source
Amin Babazadeh Sangar
grade
Preferred source (of 2)‎

A novel deep learning framework for lung nodule detection in 3d CT images

Multimedia Tools and Applications
2021-06-12 | Journal article
Part of ISSN: 1380-7501
Part of ISSN: 1573-7721
Source: Self-asserted source
Amin Babazadeh Sangar
grade
Preferred source (of 2)‎

A new comparison framework to survey neural networks‐based vehicle detection and classification approaches

International Journal of Communication Systems
2021-05-27 | Journal article
Part of ISSN: 1074-5351
Part of ISSN: 1099-1131
Source: Self-asserted source
Amin Babazadeh Sangar
grade
Preferred source (of 2)‎

A novel controller placement algorithm based on network portioning concept and a hybrid discrete optimization algorithm for multi-controller software-defined networks

Cluster Computing
2021-04-11 | Journal article
Part of ISSN: 1386-7857
Source: Self-asserted source
Amin Babazadeh Sangar
grade
Preferred source (of 2)‎

Extracting OLAP Cubes From Document-Oriented NoSQL Database Based on Parallel Similarity Algorithms

Canadian Journal of Electrical and Computer Engineering
2020 | Journal article
Contributors: Farnaz Davardoost; Amin Babazadeh Sangar; Kambiz Majidzadeh
Source: check_circle
Crossref
grade
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Landslide susceptibility modelling using integrated application of computational intelligence in Ahar County, Iran

2020 | Journal article | Conceptualization
Contributors: Amin Babazadeh Sangar
Source: Self-asserted source
Amin Babazadeh Sangar

Optimal detection of suspected lung nodules using a novel convolution neural network

Journal of Artificial Intelligence in Electrical Engineering
2019 | Journal article
Part of ISSN: 2345-4652
Source: Self-asserted source
Amin Babazadeh Sangar

The Secure Watermarking Of Digital Color Images By Using A Combination Of Chaotic Mapping

INTERNATIONAL JOURNAL OF SCIENTIFIC & TECHNOLOGY RESEARCH
2017-06-01 | Journal article
Source: Self-asserted source
Amin Babazadeh Sangar

A New Watermarking Method for Self-Embedding Image Construction

Journal of Current Research in Science
2016 | Journal article
Source: Self-asserted source
Amin Babazadeh Sangar

Aspect oriented Implementation of design patterns using metadata

Journal of Fundamental and Applied Sciences
2016 | Journal article
Source: Self-asserted source
Amin Babazadeh Sangar

Multi-level model for the adoption of hospital information system: a case on Malaysia

Journal of Soft Computing and Decision Support Systems
2016 | Journal article
Source: Self-asserted source
Amin Babazadeh Sangar

The use of NFC technology to record medical information in order to improve the quality of medical and treatment services

Modern Applied Science
2016 | Journal article
Source: Self-asserted source
Amin Babazadeh Sangar

A hybrid approach artificial bee colony optimization and k-means clustering for software cost estimation

Journal of Scientific Research and Development
2015 | Journal article
Source: Self-asserted source
Amin Babazadeh Sangar

A model for increasing usability of mobile banking apps on smart phones

Indian Journal of Science and Technology
2015 | Journal article
Source: Self-asserted source
Amin Babazadeh Sangar

A new approach in software cost estimation with hybrid of imperialist competitive algorithm and ant colony algorithm

Academie Royale Des Sciences D Outre-Mer Bulletin Des Seances
2015 | Journal article
Source: Self-asserted source
Amin Babazadeh Sangar

A nine-layer model of integration to develop enterprise resource planning system

2015 | Journal article
Source: Self-asserted source
Amin Babazadeh Sangar

Investigating and comparing the usability models in the banking applications

Engineering Research Journal
2015 | Journal article
Source: Self-asserted source
Amin Babazadeh Sangar

Research article proposing IS success models for measuring business intelligence system (BIS) success and analytical literature review on BIS measurement

ANARE Res. Notes
2015 | Journal article
Source: Self-asserted source
Amin Babazadeh Sangar

Measurement Metrics for Measuring Success of Business Intelligence System

2014 | Dissertation or Thesis
Source: Self-asserted source
Amin Babazadeh Sangar

Critical factors that affect the success of business intelligence systems (BIS) implementation in an organization

International Journal of Scientific & Technology Research
2013 | Journal article
Source: Self-asserted source
Amin Babazadeh Sangar

Participation anticipating in elections using data mining methods

arXiv preprint arXiv:1307.7429
2013 | Journal article
Source: Self-asserted source
Amin Babazadeh Sangar

Peer review (1 review for 1 publication/grant)

Review activity for Information development. (1)