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Volume 17, No. 1, 2026
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Article# Article Title & Authors (Volume 17, No. 1, 2026) Page
1
ML and DL Approaches for Drug Review Classification Using a Composite Effectiveness–Satisfaction Score
Blessing Nwogu, Essia Hamouda, and Khouloud Safi Eljil*
 1
2
Advanced Techniques for Spatio-Temporal Data Management in Graph Databases—A Systematic Review
Farah Ilyana Hairuddin, Suhaibah Azri*, and Uznir Ujang
 14
3
Behavioral Authentication Model for Smartphone Users Based on Gyroscope and Accelerometer Data for Mobile Educational Resources
Vassiliy V. Serbin and Aray M. Kassenkhan*
 34
4
Classification of Batik Patterns Using Inception-ResNetV2 with Data Augmentation
Budi D. Satoto*, Wahyudi Agustiono, Suraya B. Hamid, Novia P. Ramadhani, Fiola L. Rafelina, Chafi A. R. Zakiy, Budi Irmawati, and Deshinta A. Dewi
 42
5
PolyVision: Optimising Retinal Disease Detection Through Collaborative Neural Networks
Sultan Ahmad*, Swathi Kalam, Eali Stephen Neal Joshua, Hikmat A. M. Abdeljaber, and Hessa Alfraihi
 55
6
Evaluation of Databases for Digital Twins and Industrial Internet of Things: A Comparative Analysis
Bauyrzhan Amirkhanov, Azim Aidynuly*, Murat Kunelbayev, Gulshat Amirkhanova, Timur Ishmurzin, and Dinara Zhaisanova
 65
7
Toward an Embedded Semantic Reasoning Database: From Similarity Search to Semantic Discovery
Gerry Wolfe*, Ashraf Elnashar, and William Schreiber
 75
8
A Comprehensive Study of Image-Based 3D Reconstruction Using Deep Learning
Ajit B. Aher* and R. A. Kapgate
 86
9
Enhancing Gold Price Forecasting Using Machine Learning Models Optimized with Metaheuristic Algorithms
Alaa N. Sawalha, Mohammed A. Al-Betar*, and Sharif N. Makhadmeh
 107
10
Mapping Continental Water Bodies in the Peruvian Andes Using Machine Learning and Sentinel-2 Imagery
José Sulla-Torres*, Luis Barrios-Lipa, Bryan Toribio-Obando, Enrique Zúñiga-Portilla, Manuel Zúñiga-Carnero, Karina Rosas-Paredes, and Gwendolyn Peyre
 122
11
SymLink: Multi-Agent NLP System for Medical Triage Optimization and Symptom Association Discovery
Seethalakshmi Palaparthi, Dhawaleshwara Rao Chamala*, and Swaroopa Korla
 133
12
Feature Selection for High-Dimensional Data: A Case Study of NFT Valuation
Geun-Cheol Lee, Heejung Lee, and Hoon-Young Koo*
 141
13
Novel Human Object Detection Method Based on YOLO Deep Learning Optimization Strategy
Ting Zhang, Shuqi Niu, Lu Chen, Chenhui Dou, Tao Liu*, and Degan Zhang*
 153
14
A Deep Knowledge-Infused Adaptive Hybrid Network for Speech-Based Depression and Severity Detection
Raminder Kaur Nagra and Vikram Kulkarni*
 171
15
Smart Crop Recommendation for Precision Agriculture: A Comparative Analysis of Ensemble and Deep Learning Models Using Soil and Environmental Data
Kanda Sorn-In, Wirapong Chansanam, and Pathamakorn Netayawijit*
 190