Vol. 49 No. 2 (2025)

Regular papers

Fuzzy Clustering and Kernel PCA-Based High-Dimensional Imbalanced Data Integration with Octree Encoding

Qin Wang
- PDF
Enhancing Network QoS via Attack Classification Using Convolutional Recurrent Neural Networks

Jawad Alkenani, Mohsen Nickray
- PDF
Optimizing UAV Trajectories with Multi-Layer Artificial Neural Networks

Talib Ahmad Almseidein, Ala Alzidaneen
- PDF
Forecasting Solar Energy Generation Using Machine Learning Techniques and Hybrid Models Optimized by War SO

Fenghong Pan
- PDF
5G-Optimized Deep Learning Framework for Real-Time Multilingual Speech-to-Speech Translation in Telemedicine Systems

Medapati Venkata Manga Naga Sravan, Prof Venkata Rao K
- PDF
T-Extractor: A Hybrid Unsupervised Approach for Term and Named Entity Extraction Using Rules, Statistical, and Semantic Methods

Aliya Kalykulova, Aliya Nugumanova
- PDF
Multi-Modal Modified U-Net for Text-Image Restoration: A Diffusion-Based Multimodal Information Fusion Approach

Ailong Tang, Ling Wei, Zhiping Ni, Qiuyong Huang
- PDF
Enhancing OSN Security: Detecting Email Hijacking and DNS Spoofing Using Energy Consumption and Opcode Sequence Analysis

Romil Rawat, Kamal Borana, Shweta Gupta, Mandakini Ingle, Ashish Dibouliya, Purvee Bhardwaj, Anjali Rawat
- PDF
Visualizing the Full Spectrum Optimization of K-Nearest Neighbors From Data Preprocessing to Hyperparameter Tuning and K-Fold Validation for Cardiovascular Disease Prediction

Jeena Joseph, K Kartheeban
- PDF
District-Level Rainfall and Cloudburst Prediction Using XGBoost: A Machine Learning Approach for Early Warning Systems

Guru Dayal Kumar, Shekhar Tyagi, Kalandi Charan Pradhan, Akshat Shah
- PDF

Technical papers

Student papers

Optimizing Random Forest Models with Snake Optimization Algorithm for Predicting E-commerce User Purchase Behaviour

Pengfei Li
- PDF

Thesis summary

Intelligent Cognitive System for Computational Psychotherapy with a Conversational Agent for Attitude and Behavior Change in Stress, Anxiety, and Depression

Tine Kolenik
- PDF
A Privacy Based Deep Learning Algorithm for Big Data Analytics

Franklin Vinod D, Neha Ahlawat
- PDF

Full Issue

Regular papers

Fuzzy Clustering and Kernel PCA-Based High-Dimensional Imbalanced Data Integration with Octree Encoding

Enhancing Network QoS via Attack Classification Using Convolutional Recurrent Neural Networks

Optimizing UAV Trajectories with Multi-Layer Artificial Neural Networks

Forecasting Solar Energy Generation Using Machine Learning Techniques and Hybrid Models Optimized by War SO

5G-Optimized Deep Learning Framework for Real-Time Multilingual Speech-to-Speech Translation in Telemedicine Systems

T-Extractor: A Hybrid Unsupervised Approach for Term and Named Entity Extraction Using Rules, Statistical, and Semantic Methods

Multi-Modal Modified U-Net for Text-Image Restoration: A Diffusion-Based Multimodal Information Fusion Approach

Enhancing OSN Security: Detecting Email Hijacking and DNS Spoofing Using Energy Consumption and Opcode Sequence Analysis

Visualizing the Full Spectrum Optimization of K-Nearest Neighbors From Data Preprocessing to Hyperparameter Tuning and K-Fold Validation for Cardiovascular Disease Prediction

District-Level Rainfall and Cloudburst Prediction Using XGBoost: A Machine Learning Approach for Early Warning Systems

Technical papers

Design and Evaluation of a Joint Optimization Algorithm for HighPrecision RFID-IoT-Based Cargo Tracking Systems

Comparative Performance of Neural Networks and Ensemble Methods for Command Classification in ALEXA Virtual Assistant

Student papers

Optimizing Random Forest Models with Snake Optimization Algorithm for Predicting E-commerce User Purchase Behaviour

Thesis summary

Intelligent Cognitive System for Computational Psychotherapy with a Conversational Agent for Attitude and Behavior Change in Stress, Anxiety, and Depression

A Privacy Based Deep Learning Algorithm for Big Data Analytics

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