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CiteScore 2025: 2.6 ℹCiteScore:

CiteScore is the number of citations received by a journal in one year to documents published in the three previous years, divided by the number of documents indexed in Scopus published in those same three years.

SCImago Journal Rank (SJR) 2025: 0.236 ℹSCImago Journal Rank (SJR):

The SJR is a size-independent prestige indicator that ranks journals by their 'average prestige per article'. It is based on the idea that 'all citations are not created equal'. SJR is a measure of scientific influence of journals that accounts for both the number of citations received by a journal and the importance or prestige of the journals where such citations come from It measures the scientific influence of the average article in a journal, it expresses how central to the global scientific discussion an average article of the journal is.

Source Normalized Impact per Paper (SNIP) 2025: 0.497 ℹSource Normalized Impact per Paper(SNIP):

SNIP measures a source’s contextual citation impact by weighting citations based on the total number of citations in a subject field. It helps you make a direct comparison of sources in different subject fields. SNIP takes into account characteristics of the source's subject field, which is the set of documents citing that source.

CURRENT ISSUE

Vol. 31, No. 4, April 2026

Breast Histopathology Image Classification with Dual Channel Spatial Attention on ResNet50 Backbone

Sudha Rani Vupulluri, Jogendra Kumar Munagala, Taraka Phani Madhav Boddapati

https://doi.org/10.18280/isi.310401

Page 1019-1028

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Evaluating SVM and Naïve Bayes Classifiers with Resampling Techniques for Sentiment Analysis of Indonesian PayLater Users on Social Media

Aditya Fathan Santoso, Erick Fernando

https://doi.org/10.18280/isi.310402

Page 1029-1042

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A Supply Chain Network by Utilizing Multi-Intelligent Agents with Blockchain

Hiba H. Hassan, Rana F. Ghani

https://doi.org/10.18280/isi.310403

Page 1043-1055

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Two-Phase Warm-Start Hybrid PSO–HBA Framework for Near-CRLB DOA Estimation in MIMO Radar Under Rayleigh Fading

Vijay Kumar V. S. V. N., Rajesh Kumar P

https://doi.org/10.18280/isi.310404

Page 1057-1068

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Trust-Enhanced Socialization, Externalization, Combination, and Internalization Model for Quantitative Requirements Elicitation: Longitudinal Validation in Higher Education Projects

Hadjira Belhachem, Azeddine Chikh

https://doi.org/10.18280/isi.310405

Page 1069-1085

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Integrating Semantic Transformation Within Extract-Transform-Load Pipelines: A Big Data Perspective

K V Phanikanth, H S Guruprasad

https://doi.org/10.18280/isi.310406

Page 1087-1096

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Integrating Indigenous Knowledge with Meteorological Data for Explainable Climate Prediction: An LSTM-SHAP Framework for Archipelagic Regions

Iis Hamsir Ayub Wahab, Mohamad Jamil, Muhammad Said

https://doi.org/10.18280/isi.310407

Page 1097-1104

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A Real-Time Bidirectional Tamil Sign Language Recognition and Text-to-Sign Translation Framework Using YOLOv5 and Deep Learning

Thillai Sivakavi S, Minu R. I.

https://doi.org/10.18280/isi.310408

Page 1105-1116

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Innovation of Early Detection System for Vannamei Shrimp Disease Using Integration of MobileNet-V3 Architecture and K-Nearest Neighbors Algorithm

Fariq Azhar, Moch. Syahrir, Sahrul Alim, Rismayanti

https://doi.org/10.18280/isi.310409

Page 1117-1126

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EduAI Helper: A Retrieval-Augmented LLM–Knowledge Graph Framework for Teacher-Centered Pedagogical Support

Lamri Douidi, Leila Megouache, Mahieddine Djoudi, Abdelhafid Zitouni

https://doi.org/10.18280/isi.310410

Page 1127-1136

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Hyperparameter Optimization for Tree-Based Machine Learning Models in Internet of Things (IoT) Intrusion Detection: Comparative Binary and Multi-Class Study

Arshad M. Khaleel, Abdulqader M. Hashim, Ali Saadoon Ahmed, Abdolkader M. Khaled

https://doi.org/10.18280/isi.310411

Page 1137-1154

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Machine Learning-Based Classification of Anxiety-Related Physiological Arousal Using ECG, EDA, and Respiration Signals

Sabrina Aghniya Ilmi, Achmad Rizal, Rita Magdalena, Ayu Sekar Safitri

https://doi.org/10.18280/isi.310412

Page 1155-1162

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A Dual-Layer Secure Image Steganography Scheme Using a 6D Hyperchaotic System and Spread Spectrum Modulation with Nearly Lossless Recovery

Ashwaq A. Kadhim, Doaa F. Al Edhary, Sadiq A. Mehdi, Ali S. Shaker

https://doi.org/10.18280/isi.310413

Page 1163-1170

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Adaptive Attention and Hybrid Transformer Framework for Accurate Heart Disease Detection

B Shamreen Ahamed, Hemalatha S, Karthika S, P Rajeswari, Ranjidha P, G Abirami, Punitha K, A Viji Amutha Mary

https://doi.org/10.18280/isi.310414

Page 1171-1183

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Ontology-Based Digital Learning Platform for Kazakh Language in Primary School: Curriculum-Aligned Semantic and Adaptive Approach

Gaziza Yelibayeva, Aizhan Nazyrova, Martin Strecker, Bibigul Razakhova, Altynbek Sharipbay

https://doi.org/10.18280/isi.310415

Page 1185-1196

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A Privacy-Preserving Federated Swin Transformer V2 Framework with Explainable Artificial Intelligence for Skin Lesion Classification

Varadan Sharmila, Periyathambi Ezhumalai, Shanker Shalini, Palanisamy Brinda

https://doi.org/10.18280/isi.310416

Page 1197-1215

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Hybrid Logistic Regression Stacking Framework for Accurate and Interpretable Student Outcome Prediction

Wijiyanto, Aris Marjuni, Ahmad Zainul Fanani, Ruri Suko Basuki

https://doi.org/10.18280/isi.310417

Page 1217-1230

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Alignment-Free SARS-CoV-2 Protein Sequence Analysis Using K-mer Representation and Latent Topic Modeling

Sura Z. Alrashid, Hawraa S. Hamza, Sarah Hayder Hashim, Huda Kadhum Ayoob

https://doi.org/10.18280/isi.310418

Page 1231-1238

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Machine Learning-Based Prediction of Mushroom Edibility Using Morphological Traits and Regularized Classification Models

Sudha Rani Kandru, Sumalatha Akunuri, Kusuma Tummala, Manjula Sri Rayudu, J. Bhavani

https://doi.org/10.18280/isi.310419

Page 1239-1250

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An Explainable Stacking Ensemble Framework for Student Academic Performance Prediction in Learning Management Systems

Eni Heni Hermaliani, Ahmad Zainul Fanani, Heru Agus Santoso, Affandy

https://doi.org/10.18280/isi.310420

Page 1251-1265

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Automated Raga Identification System with Web Scraping Framework

Rathan Kumar Chenoori, Sunil Kumar Thota, Suresh Lokhande, Srinadh Swamy Majeti, K Vishal Reddy, P. Bala Krishna, Pillareddy Vamsheedhar Reddy, Kakarlamudi V S Sudhakar

https://doi.org/10.18280/isi.310421

Page 1267-1272

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Protecting Intellectual Property of Deep Learning Models: A Structured Literature Review with Taxonomy of Watermarking Approaches

Zinah S. Abduljabbar, Muhanad Tahrir Younis

https://doi.org/10.18280/isi.310422

Page 1273-1284

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Bio-Cognito: A Generalist AI Agent Framework for Medical and Computational Biology Deep Research

Pranav Pawar, Tishya Dave, Rishabh Makwana, Siya Rozani, Darshana Sankhe, Pratik Kanani, Snehal Bhosale

https://doi.org/10.18280/isi.310423

Page 1285-1296

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HAIO-IDS: A Dynamic Hybrid AI-Optimization Framework Integrating Particle Swarm Optimization and LSTM-Autoencoder for Adaptive Intrusion Detection and Real-Time Cybersecurity Response

Samer Saeed Issa

https://doi.org/10.18280/isi.310424

Page 1297-1305

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Traceable Reverse Engineering of UML Artifacts from SRS/SDD Documents Using NLP-Based Text Processing and Siamese BiLSTM: An IdVar4CL Case Study

Yudi Priyadi, Eko Darwiyanto, Rio Nurtantyana

https://doi.org/10.18280/isi.310425

Page 1307-1322

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Weather Image Classification Using a Modified CNN with EfficientNetB3

Nada Abdulkareem Hameed

https://doi.org/10.18280/isi.310426

Page 1323-1331

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Does Topic-Based Aspect Labeling Improve Sentiment Analysis? A Comparative Study of LDA-Guided Segmentation with BERT and TF-IDF

Kathleen Felicia Annabel, Hapnes Toba, Swat Lie Liliawati

https://doi.org/10.18280/isi.310427

Page 1333-1342

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HealthAgent: A Hybrid Conversational Artificial Intelligence Framework Integrating Neo4j Knowledge Graphs and Semantic Search for Personalized Health Supplement Recommendations

Deepali Joshi, Nitin Gupta, Neha Patwardhan, Nilam Upasani, Ranjana Jadhav, Vijaykumar Bhanuse

https://doi.org/10.18280/isi.310428

Page 1343-1350

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Optimized EfficientNet-B3 for Multiclass Diabetic Retinopathy Detection: A Deep Learning Framework with Hybrid Fine-Tuning and Confidence-Aware Inference

Swati Vaidya, Latika Jindal

https://doi.org/10.18280/isi.310429

Page 1351-1367

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Adaptive Neuro-Symbolic Intelligence Framework for Interpretable Real-Time Decision Making in Smart Grids

Elham Mohammed Thabit A. Alsaadi, Zainab Khudhur Mohsin, Zina Abu Almaalie

https://doi.org/10.18280/isi.310430

Page 1369-1374

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