Vol. 49 No. 4 (2025)

Published: 12/28/2025

DOI: https://doi.org/10.31449/inf.v49i4

Published: 12/28/2025

Full Issue

Regular papers

An Experimental Evaluation of Large Language Models in Supporting the DEX Multi-Criteria Decision-Making Process

Marko Bohanec, Uroš Rajkovič, Vladislav Rajkovič
- PDF
Optimizing Network Intrusion Detection Systems Through Ensemble Learning and Feature Selection Using the CIC-IDS2017 Dataset

Dharmaraj Rajaram Patil, Tareek M Pattewar, Trupti S Shinde, Kavita S. Kumavat, Sujit N. Deshpande
- PDF
Asphalt Pothole Detection via Grayscale-Texture Fusion and Fast R-CNN with Morph Postprocessing

Liang Guo, Wei Han, Haiming Cheng, Yang Ji
- PDF
A Scientometric and Literature Analysis of Deep Learning-Based Semantic Segmentation in Remote Sensing (2015–2025)

Roshni Rajendran, Nagaraj P
- PDF
Improved Road Crack Detection Utilizing Pixel Categorization with Linear Relationship Based Augmentation in Robust Fuzzy-C Means Clustering

Munish Bhardwaj, Nafis Uddin Khan, Vikas Baghel
- PDF
Optimized BIM Rendering and Cloud-Based Evaluation for Green Construction in High-Rise Residential Buildings

Qi Zhao, Xinle Wang
- PDF
A Critical Analysis and Performance Benchmarking of Intrusion Detection Using the OD-IDS2022 Dataset and Machine Learning Techniques ND

ND Patel, Ajeet Singh, BM Mehtre, Rajeev Wankar
- PDF
Parallelized Louvain-Based Community Detection and AntiBenford Subgraph Mining for Financial Fraud Detection in Transaction Networks

Amit Purushottam Pimpalkar, Rachna K. Somkunwar, Soham P. Chinchalkar, Kartik M. Katakdound, Atharva S. Bhide, Yogeshwar M. Patil
- PDF
Efficient Multipath Routing and Anomaly Detection with a Token-Managed Certificateless Authentication Scheme (TM-AD) in WSNs

Sangeethapriya J., Michael Arock, Srinivasulu Reddy Uyyala
- PDF
FusionNet: A KNN-MLP Hybrid Model for Bengali Handwritten Digit Recognition using HOG and LBP Features

Anower Hossen, Mohammad Aman Ullah
- PDF
Assessing Musculoskeletal Disorder Susceptibility in Professional Drivers Using K-Means Algorithms

Imane Benallou, Abdellah Azmani, Monir Azmani
- PDF
Interpretable Machine Learning Framework for Early Depression Detection Using Socio-Demographic Features with Dual Feature Selection and SMOTE

Zineb Sabouri, Imane Moustati, Noreddine Gherabi, Mohamed Amnai
- PDF
Edge-Based Real-Time IIoT Anomaly Detection Using Semi-Supervised CNN-Attention Model with Cross-Protocol Capabilities

Supan Wei
- PDF
Attention-Enhanced Multi-Task CNN for Subway Tunnel Lining Crack Segmentation and Defect Grading with Lightweight Deployment

Xingyu Tian, Zhiyong Cai, Fangyuan He, Mengxin Xi, Yu Xing
- PDF

Technical papers

Comparative Analysis of Transfer Learning and Few-Shot Learning with CNN Architectures for Chest X-Ray Classification under Data Constraints

Sourav Paul, Ranjita Das, Vaibhav Malviya, Anurag Mhatre
- PDF

Vol. 49 No. 4 (2025)

Full Issue

Regular papers

An Experimental Evaluation of Large Language Models in Supporting the DEX Multi-Criteria Decision-Making Process

Optimizing Network Intrusion Detection Systems Through Ensemble Learning and Feature Selection Using the CIC-IDS2017 Dataset

Asphalt Pothole Detection via Grayscale-Texture Fusion and Fast R-CNN with Morph Postprocessing

A Scientometric and Literature Analysis of Deep Learning-Based Semantic Segmentation in Remote Sensing (2015–2025)

Improved Road Crack Detection Utilizing Pixel Categorization with Linear Relationship Based Augmentation in Robust Fuzzy-C Means Clustering

Optimized BIM Rendering and Cloud-Based Evaluation for Green Construction in High-Rise Residential Buildings

A Critical Analysis and Performance Benchmarking of Intrusion Detection Using the OD-IDS2022 Dataset and Machine Learning Techniques ND

Parallelized Louvain-Based Community Detection and AntiBenford Subgraph Mining for Financial Fraud Detection in Transaction Networks

Efficient Multipath Routing and Anomaly Detection with a Token-Managed Certificateless Authentication Scheme (TM-AD) in WSNs

FusionNet: A KNN-MLP Hybrid Model for Bengali Handwritten Digit Recognition using HOG and LBP Features

Assessing Musculoskeletal Disorder Susceptibility in Professional Drivers Using K-Means Algorithms

Interpretable Machine Learning Framework for Early Depression Detection Using Socio-Demographic Features with Dual Feature Selection and SMOTE

Edge-Based Real-Time IIoT Anomaly Detection Using Semi-Supervised CNN-Attention Model with Cross-Protocol Capabilities

Attention-Enhanced Multi-Task CNN for Subway Tunnel Lining Crack Segmentation and Defect Grading with Lightweight Deployment

Technical papers

Comparative Analysis of Transfer Learning and Few-Shot Learning with CNN Architectures for Chest X-Ray Classification under Data Constraints

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