Journal of Innovations in Computer Science and Engineering (JICSE)

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Volume 2 (2024)
Special Issues 1
1st International Conference on Artificial Intelligence
Volume 1 (2023)

Journal of Innovations in Computer Science and Engineering (JICSE) is an international research journal sponsored by the Faculty of Computer Science and Engineering, Shahid Beheshti University, Tehran, Iran . It is published Semiannual in English in both print and online versions. JICSE provides a high-quality international platform for academic researchers, industry professionals and other constituent communities in the broad field of Computer Science and Engineering to impart and share the latest research results and knowledge in the form of research articles and reviews. 

Domains to be covered include, but are not limited to:

  • Artificial Intelligence, Robotics, Cognitive Computing
  • Cloud and Distributed Computing
  • Computer Architecture and Network
  • Security and Privacy
  • Software and Information Systems

Having an ORCID identifier is mandatory for all authors. You can register at https://orcid.org/register.

Original Article
From Nodes to Themes: A Social Network Analysis and Thematic Progress in the field of Biomedical Ontologies
From Nodes to Themes: A Social Network Analysis and Thematic Progress in the field of Biomedical Ontologies

Elaheh Hosseini; Maral Alipour-Tehrani; Hadi Zare Marzouni

Volume 2, Special Issues 1 , June 2024, Pages 35-43

https://doi.org/10.48308/jicse.2025.239511.1055

Abstract
  Abstract—The paper aimed to analyze the thematic evolution and various networks of intellectual structures in the field of biomedical ontologies during 2014-2023. This applied ...  Read More
Original Article
Early Detection of Congestive Heart Failure in Coronary Artery Disease Patients Using ECG Based Hybrid CNN-LSTM Model
Early Detection of Congestive Heart Failure in Coronary Artery Disease Patients Using ECG Based Hybrid CNN-LSTM Model

سید علی زنده باد; farinaz Azari; Hadi Dehbovid

Volume 2, Special Issues 1 , June 2024, Pages 28-34

https://doi.org/10.48308/jicse.2025.239510.1054

Abstract
  Abstract— The increasing prevalence of cardiovascular diseases and their associated high mortality rates necessitate the development of robust early detection methods to minimize ...  Read More
Original Article
Improving the Quality of Life: The Experience of Women with MS from AI Chatbot Program
Improving the Quality of Life: The Experience of Women with MS from AI Chatbot Program

Zahra Lotfi Foroushani

Volume 2, Special Issues 1 , June 2024, Pages 23-27

https://doi.org/10.48308/jicse.2025.239506.1052

Abstract
  Abstract— This study examines the impact of using artificial intelligence chatbots on improving the quality of life for women with multiple sclerosis (MS) in Iran. Using a qualitative ...  Read More
Original Article
Application of machine learning algorithms in the prediction of the reliability of post-tensioned concrete members
Application of machine learning algorithms in the prediction of the reliability of post-tensioned concrete members

Mahmoud R. Shiravand; mahtab ebadati; Pooria Poorahad A.

Volume 2, Special Issues 1 , June 2024, Pages 15-22

https://doi.org/10.48308/jicse.2025.239142.1050

Abstract
  Structural reliability analysis (SRA) is associated with complex calculations and large number of simulations. In this paper, machine learning (ML) methods are integrated with SRA to ...  Read More
Original Article
Enhancing Automated Skin Cancer Detection Through Ensemble Learning and Multi-Head Attention Mechanisms
Enhancing Automated Skin Cancer Detection Through Ensemble Learning and Multi-Head Attention Mechanisms

Maryam Nazari

Volume 2, Special Issues 1 , June 2024, Pages 9-14

https://doi.org/10.48308/jicse.2025.239134.1049

Abstract
  Skin cancer is one of the deadliest but most prevalent types of cancer; as such, early diagnosis is urgently required to improve patient outcomes. This work presents a collaborative ...  Read More
Original Article
Genetic algorithm-based hyperparameter optimization of convolutional neural network models for white blood cells classification
Genetic algorithm-based hyperparameter optimization of convolutional neural network models for white blood cells classification

Ahmad nasrollahpour; Mohammad Khanabadi; Toktam Khatibi

Volume 2, Special Issues 1 , June 2024, Pages 1-8

https://doi.org/10.48308/jicse.2025.238829.1047

Abstract
  Abstract— Detecting white blood cells (WBC) in microscopic images is essential in medical diagnosis. Manual analysis of these images is time-consuming and has a high error rate. ...  Read More
Exploring Identity Theft: Motives, Techniques, and Consequents on Different Age Groups
Exploring Identity Theft: Motives, Techniques, and Consequents on Different Age Groups
Volume 1, Issue 1 , June 2023, , Pages 62-73

https://doi.org/10.48308/jicse.2023.231077.1017

Abstract
  While the growth of technology has greatly benefited humanity, it also brings along several drawbacks that can undermine these benefits. Despite its ability to detect attacks and deter ...  Read More
Efficient NTT Multiplier of NTRU Prime PQC Algorithm
Efficient NTT Multiplier of NTRU Prime PQC Algorithm
Volume 1, Issue 1 , June 2023, , Pages 82-88

https://doi.org/10.48308/jicse.2023.103638

Abstract
  As quantum computers become increasingly powerful, the threat of attacking classical algorithms will become more significant. Hence, post-quantum cryptography algorithms are effective ...  Read More
Early Parkinson's Disease Diagnosis Based on Sequence Analysis
Early Parkinson's Disease Diagnosis Based on Sequence Analysis
Volume 1, Issue 1 , June 2023, , Pages 1-10

https://doi.org/10.48308/jicse.2023.103523

Abstract
  In this paper, a neural approach based on Long Short-Term Memory (LSTM) neural networks is proposed to diagnose patients suffering from Parkinson’s Disease (PD). Considering the ...  Read More
Continuous User Authentication Using a Combination of Operation and Application-related Features
Continuous User Authentication Using a Combination of Operation and Application-related Features
Volume 1, Issue 1 , June 2023, , Pages 10-21

https://doi.org/10.48308/jicse.2023.103524

Abstract
  Protection of computer systems is a challenge facing the users, who usually define passwords, fingerprints, face detection patterns, and other identification solutions in order to secure ...  Read More
Heterogeneity Characterization of Recursive Line Networks
Heterogeneity Characterization of Recursive Line Networks
Volume 1, Issue 1 , June 2023, , Pages 52-61

https://doi.org/10.48308/jicse.2023.103723

Abstract
  Over the past few years, the study of complex networks as an interdisciplinary subject has yielded numerous insights. Communication links within these networks have been found to play ...  Read More
Original Article
Empowering Businesses through AI: A Strategic Approach to Implementation
Empowering Businesses through AI: A Strategic Approach to Implementation

ramin feizi; Parham soufizadeh; Kaveh Yazdifard

Articles in Press, Accepted Manuscript, Available Online from 21 April 2025

https://doi.org/10.48308/jicse.2025.239563.1057

Abstract
  Abstract - As artificial intelligence (AI) increasingly becomes central to digital transformation, businesses across industries are recognizing its transformative potential for enhancing ...  Read More
Original Article
Enhancing Telecom Recommendation Systems through Customer Profiling and Graph Neural Networks (GNN) on Graph Data
Enhancing Telecom Recommendation Systems through Customer Profiling and Graph Neural Networks (GNN) on Graph Data

سید جابر علوی; Mahmoud Neshati

Articles in Press, Accepted Manuscript, Available Online from 21 April 2025

https://doi.org/10.48308/jicse.2025.239566.1059

Abstract
  Abstract— Telecommunications companies rely on recommendation systems to deliver personalized services and enhance customer satisfaction. Traditional methods, such as Collaborative ...  Read More
Original Article
Attention-Based Noise Reduction for Surface-Electromyography: A Novel Method for Enhanced Signal Quality in Clinical Diagnostics
Attention-Based Noise Reduction for Surface-Electromyography: A Novel Method for Enhanced Signal Quality in Clinical Diagnostics

سید علی زنده باد; Abdollah PourMottaghi; Marzieh Allami Sanjani

Articles in Press, Accepted Manuscript, Available Online from 21 April 2025

https://doi.org/10.48308/jicse.2025.239509.1053

Abstract
  Abstract— Surface electromyography (sEMG) signals are an important tool for monitoring and measuring muscle activity, rehabilitation, Human-Computer Interaction (HCI) systems, and ...  Read More
Original Article
Aβ42/40 ratio prediction using MRI images features for Alzheimer’s Early Detection
Aβ42/40 ratio prediction using MRI images features for Alzheimer’s Early Detection

Atefe Aghaei; Mohsen Ebrahimi Moghaddam

Articles in Press, Accepted Manuscript, Available Online from 21 April 2025

https://doi.org/10.48308/jicse.2025.239564.1058

Abstract
  Abstract— Alzheimer’s disease (AD) is a progressive neurodegenerative disorder characterized by cognitive decline and the accumulation of amyloid-beta plaques. Early detection is ...  Read More
Original Article
Split and rephrase: Simple Syntactic Sentences for NLP applications
Split and rephrase: Simple Syntactic Sentences for NLP applications

مهدی اصغری; Alireza Talebpour; Ghasem Darzi

Articles in Press, Accepted Manuscript, Available Online from 21 April 2025

https://doi.org/10.48308/jicse.2025.239567.1060

Abstract
  Abstract—In today's world, simplifying compound and complex sentences into simple sentences is crucial for enhancing machine understanding in various natural language processing ...  Read More
Original Article
Evaluating Parkinson’s Disease Severity Through Attention-Based STGCN and S2AGCN Models Utilizing Kinect Skeleton Images
Evaluating Parkinson’s Disease Severity Through Attention-Based STGCN and S2AGCN Models Utilizing Kinect Skeleton Images

Fatemeh Fadaei Ardestani; nima Asadi

Articles in Press, Accepted Manuscript, Available Online from 21 April 2025

https://doi.org/10.48308/jicse.2025.239581.1061

Abstract
  Parkinson's Disease (PD) is a prevalent neurological disorder marked by motor symptoms such as rigidity and tremors. Accurate and timely assessment of disease severity is essential ...  Read More
Original Article
Title Generation for the Qur'anic chapters by summarizing them
Title Generation for the Qur'anic chapters by summarizing them

Masoume Maleki; Alireza Talebpour; Mostafa Moradi

Articles in Press, Accepted Manuscript, Available Online from 21 April 2025

https://doi.org/10.48308/jicse.2025.239582.1062

Abstract
  Abstract— With the increase in textual data generated on the internet and the limited time individuals have for reading, the need for automatic text summarization is more essential ...  Read More
Original Article
Enhanced Early Diagnosis of Parkinson’s Disease via Transformer-Based Deep Learning and GAN-Augmented Handwriting Analysis
Enhanced Early Diagnosis of Parkinson’s Disease via Transformer-Based Deep Learning and GAN-Augmented Handwriting Analysis

سید علی زنده باد; Fatemeh Darkhal; Zahra Sedaghat

Articles in Press, Accepted Manuscript, Available Online from 21 April 2025

https://doi.org/10.48308/jicse.2025.239594.1063

Abstract
  Abstract—Abstract—Early diagnosis of Parkinson's disease (PD) is an important challenge in medicine. Hand tremors and writing disorders, which are early motor symptoms of Parkinson's, ...  Read More
Original Article
A Master-Slave Approach for Simultaneously Controlling Two Drones when Carrying an Object
A Master-Slave Approach for Simultaneously Controlling Two Drones when Carrying an Object

Armin Salimi-Badr; Seyyed Mohammad Ali Ardehali; Amin Faraji; monireh Abdoos

Articles in Press, Accepted Manuscript, Available Online from 21 April 2025

https://doi.org/10.48308/jicse.2025.239595.1064

Abstract
  Abstract - - Abstract - - Abstract - This paper proposes a master-slave approach to simultaneously control two drones with the aim of carrying an object toward a goal. The proposed ...  Read More
Journal of Innovations in Computer Science and Engineering (JICSE)

Publisher:
Shahid Beheshti University

Director-in-Charge:
Mehrnoush Shamsfard

Editor-in-Chief:
Mohsen Ebrahimi Moghadam

Executive Manager:
Ali Jahanian

Frequency: Semiannual

Online ISSN: 2981-2135

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