Vol. 49 No. 18 (2025): Online-only issue

Published: 04/11/2025

View Vol. 49 No. 18 (2025): Online-only issue

DOI: https://doi.org/10.31449/inf.v49i18

Published: 04/11/2025

An Optimized YOLOv5s-rd Framework for Efficient Target Detection in Remote Sensing Images

Hongmei Tang, Yu Han, Jinliang Zheng, Ziyu Wang, Lei Wang
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Real-Time Computational Efficiency Vehicle Detection and Counting Utilizing the Background Subtraction Technique and Non-Maximum Suppression Techniques

Jamellah K. M.
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Optimizing Supply Chain Logistics with IOT And Machine Learning: From Data Collection to Decision Making Based on Refined Battle Royale Optimizer Weighted Random Forest

Yancen Yu
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Enhanced Intelligent Video Monitoring using Hybrid Integration of Spatiotemporal Autoencoders and Convolutional LSTMs

Ankita Umale-Nagmote, Charu Goel, Nidhi Lal
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File Compliance Detection Using a Word2Vec-Based Semantic Similarity Framework

Bing Wen, Tingjun Wang, Jiawei Xu, Ying Liu, Jinxun Li, Shuhong Lin
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A CRISP-DM and Predictive Analytics Framework for Enhanced Decision-Making in Research Information Management Systems

Otmane Azeroual, Radka Nacheva, Anastasija Nikiforova, Uta Störl
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Comparative analysis of Elman and Jordan Recurrent Neural Networks for Solar Radiation and Air Temperature Prediction Using Backpropagation Variants

Rachid Ed-daoudi, Mourad Azhari, Badia Ettaki, Jamal Zerouaoui
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Cross-domain Fake Review Detection Based on Deep Learning MultiLevel Generic Features Extraction Fusion

Ge Ren, Huajun Wang, Yong Yang
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Enhanced Network Security Hybrid Cloud Workflow Scheduling Using Levy-Optimized Slime Mould Algorithm

Jingang Guan
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A Multitask Framework for Optimizing Smart Grid Energy Consumption Using RegClassXNet and Dynamic Cluster Adjustment

Hegang Zong, Bihui Chen, Dingli Li, Chengfu Liu, Yang Cai
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A Network Security Situation Prediction Model Enhanced by Multi Head Attention Mechanism

Jian Chen, Huanqiang Bian, Hao Liang
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Optimized Artificial Neural Network with Improved Sparrow Search Algorithm for Predicting Bandgap and Stability of A2B 1+B 3+X6 Perovskites

Xueshuang Deng, Jiaojiao Chen
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Optimizing Data Exploration by Unifying Clustering and Association Rule Extraction

Youssef Fakir, Salim Khalil, Hamid Garmani, Mohamed Fakir
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TransDenseInceptionNet: A Deep Learning Framework for Teenage Cybersecurity Awareness Using Real-World E-Safety Data

Shu Xu, Song Peng, Jie An
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Enhanced YOLOv5s-Based Apple Detection for Harvesting Robots Using a Multi-Rotated Box Algorithm

Wen Jian Feng, Yi Lin Zhao, Yongsheng Xie, Linbing Wei
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Adaptive Color Matching via CNN and GRU Architectures with Optimization through Adaptive Cuckoo Algorithm

Yingdian Wang
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Integrating Nursing Perspectives into Cardiovascular Disease Prediction Using Hybrid Classification Models and Metaheuristic Optimization with DOA, ARO, and PO Algorithms

Pingping Yu, Qin Shen
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A Machine Learning and Blockchain-Based Framework for Enhanced Intrusion Detection Systems Using the CSE-CIC-IDS2018 Dataset

Zakariae Saidi, Akhrif Ouidad, El Bouzekri El Idrissi Younes
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Cross-Modal Causal Inference Framework for Integrating Language, Physiology, and Environment in Sports Performance Modeling

Peijun Wei
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Enhancing Network Security with a Multi-Modal Auto-Encoder for Netflow Traffic Analysis

Ravi Veerabhadrappa, Poornima Athikatte Sampigerayappa
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Intrusion Detection in IoT Networks Using Extra Trees, Random Forests, and Hybrid Optimization Algorithms

Xiaonan Chen
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IoT-Driven Cold Chain Supply Optimization Utilizing Embedded Systems and Adaptive Communication Protocols

Yi Li
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Blockchain-Assisted Assurance of Data Integrity in AI Model Training: A Hybrid Optimization Approach for Secure Learning Pipelines

Saidi Zakariae, Akhrif Ouidad, El Bouzekri El Idrissi Younes
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Enhanced Firefly Algorithm with Lévy Flight Strategy for Feature Optimization in LSSVM-Based Online Learner Behavior Recognition

Zhihua Zhang
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TSS MLGNN: A Multi Level Graph Neural Network Approach for Text Semantic Similarity Computation

Juanjuan Li, Xiaojing Kong
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A Conditional GAN-HRNet-DiffCloth Architecture for Personalized Garment Generation and Physics-Based Virtual Fitting

Lijing Zang, Dongli Wu
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Research on Power Grid Reliability Probability Distribution Calculation Based on Continuous Markov Chain Cross-Entropy Method

Yanhua Gu, Ruili Song
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Multimodal Depression Detection from WhatsApp Statuses Using Hybrid Feature Selection with HMO-RTH-OOA and KPCA-CCA

Shaik Rasheeda Begum, Saad Yunus Sait
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View Vol. 49 No. 18 (2025): Online-only issue

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