Vol. 50 No. 10 (2026): Online-only issue

DOI: https://doi.org/10.31449/inf.v50i10

Published: 03/18/2026

S³OvA: A Reformable TinyML Solution for Self-Adaptive IoT-based Systems

Mohamed Maoui, Rohallah Benaboud
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Intelligent Walrus Optimizer Fused Feedforward Neural Network (IntWO-FFNet) for Embedded Perception and Decision-Making in Industrial Robots

Xia Zhang
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DeepFM-MOTSO: A Deep Factorization Machine Framework Optimized by Multi-Objective Tuna Swarm for Online Advertising Fraud Detection

Dandan Ma, Feng Wan
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Underwater Target Recognition and Path Planning Using Otsu-KMeans Segmentation and EM-PF-SLAM with Enhanced A-JPS Algorithm

Gang Ji
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Energy-Aware Task Scheduling in Cloud Environments Using Digital Twin Architecture with CNN-LSTM and Multi-Agent Deep Reinforcement Learning

Yong Du
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Spatiotemporal Electric Energy Efficiency Evaluation via Hybrid Graph Neural Network and Transformer Architecture

Yongning Yuan
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Application of BiLSTM CRF Model Based on Hierarchical Attention for Implicit Emotion Recognition in Literary Texts

Jie Feng
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T-BiLSTM-CCO: A Transformer-BiLSTM framework with Cuckoo Catfish Optimization for multilingual image description localization

LiGie Su
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A New Energy Vehicle Autonomous Driving Decision Control Method Integrating Neural Networks and Reinforcement Learning

Wei Huang
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A Hybrid Deep Learning Architecture for Network Security Situation Awareness and Pre-Alarm in Large-Scale Data Environments Using LSTM, Autoencoder, and GNN

Xiaoxia Wang
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KG-GAN: Knowledge Graph-Constrained GAN for Culturally Faithful Virtual Scene Synthesis

Peishu Song
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Joint Cultural and Grammatical Correction of Japanese Translations via a GAN-BiLSTM Framework with Policy Gradient Optimization

Shaonan Lin
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SSO-FFNN: A Scalable Seeker Optimization-Enhanced Feedforward Neural Network for Predicting Anxiety Levels in College Students

Wenjing Ding, Longhua Chen
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Att-BiLSTM-GAN: A Temporal Coherence-Preserving GAN Framework for Dynamic Art Video Stylization

Shujie Yu
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The Application of Adaptive Reinforcement Learning in Dynamic Pricing Strategies

Lei Li
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SGWO: A Modified Grey Wolf Optimizer for Fog–Cloud Workflow Scheduling with Emphasis on Makespan and Cost Efficiency

Raouf Belmahdi, Djamila Mechta, Saad Harous
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Defense Against False Data Injection and Fault Tolerance Optimization for Resource Scheduling in Software-Defined Satellite-Terrestrial Networks Using SFT-LoRA

Huabing Yan
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DBERA: A Dynamic Bayesian Network Framework for Real-Time Entrepreneurial Risk Assessment

Chengjun Zhou
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ELCNN-BiLSTM: A Hybrid Deep Learning Model for Timeliness Prediction in Cross-Border E-Commerce Logistics

Hui Du
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Automated Pneumonia Detection Using Dual-Architecture Deep Learning with GhostNet and Mo-bileNetV2

Amrendra Kumar, Meenu Meenu, Tushant Kumar, Adarsh Kumar
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BEACON-AI: A CNN- BiLSTM -Attention Framework for Real-Time Multimodal Student Behavior Analysis and Academic Early Warning

Xinguo Ding
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A Hybrid Approach of Metaheuristic Algorithms and Group Method of Data Handling to Predict Source Code Testability

Xiaobo Wu
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Using multi-channel priority scheduling mechanism to improve the transmission efficiency of Store-Forward processing structure under RISC-V architecture

Boling Chen, Jiacheng Fu, Dengbin Liao, Junbing Pan, Xiaoying Mo, Yiting Huang
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BIAW-DL-SA: Blockchain-Integrated Audio Watermarking and Deep Learning for Ownership Verification and Forgery Detection in AI-Generated Music

Keke Pan
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PCA-Optimized SVM Framework for Detecting False Data Injection Attacks in Battery Energy Storage Systems

Dangli Wang
- PDF
Bridge Defect Detection via CNNs, Multimodal Data Fusion, and Predictive Maintenance Models

Yongfei Shen, Jun Xu, Yan Dang, Yafei Liu, Xiaoning Wang
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Accurate Alignment Control and Energy Transmission Optimization of Dynamic Wireless Charging Mechanical Platform

Runkun Guo
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A YOLO-GAN Integrated Framework for Real-Time Opera Stage Performance Assistance and Motion Capture Feedback

Jia Chen
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Hybrid AdaBoost and CatBoost Models Enhanced with HGS and CGO for Non-Stationary Runoff Forecasting

Huiying Shao
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KorvexChecker: A BERT-Based Verification Framework for LLM Outputs in Turkish

Mehmet Göl, Savaş Öztürk, Uğur Dursun
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Vol. 50 No. 10 (2026): Online-only issue

S³OvA: A Reformable TinyML Solution for Self-Adaptive IoT-based Systems

Intelligent Walrus Optimizer Fused Feedforward Neural Network (IntWO-FFNet) for Embedded Perception and Decision-Making in Industrial Robots

DeepFM-MOTSO: A Deep Factorization Machine Framework Optimized by Multi-Objective Tuna Swarm for Online Advertising Fraud Detection

Underwater Target Recognition and Path Planning Using Otsu-KMeans Segmentation and EM-PF-SLAM with Enhanced A-JPS Algorithm

Energy-Aware Task Scheduling in Cloud Environments Using Digital Twin Architecture with CNN-LSTM and Multi-Agent Deep Reinforcement Learning

Spatiotemporal Electric Energy Efficiency Evaluation via Hybrid Graph Neural Network and Transformer Architecture

Application of BiLSTM CRF Model Based on Hierarchical Attention for Implicit Emotion Recognition in Literary Texts

T-BiLSTM-CCO: A Transformer-BiLSTM framework with Cuckoo Catfish Optimization for multilingual image description localization

A New Energy Vehicle Autonomous Driving Decision Control Method Integrating Neural Networks and Reinforcement Learning

A Hybrid Deep Learning Architecture for Network Security Situation Awareness and Pre-Alarm in Large-Scale Data Environments Using LSTM, Autoencoder, and GNN

KG-GAN: Knowledge Graph-Constrained GAN for Culturally Faithful Virtual Scene Synthesis

Joint Cultural and Grammatical Correction of Japanese Translations via a GAN-BiLSTM Framework with Policy Gradient Optimization

SSO-FFNN: A Scalable Seeker Optimization-Enhanced Feedforward Neural Network for Predicting Anxiety Levels in College Students

Att-BiLSTM-GAN: A Temporal Coherence-Preserving GAN Framework for Dynamic Art Video Stylization

The Application of Adaptive Reinforcement Learning in Dynamic Pricing Strategies

SGWO: A Modified Grey Wolf Optimizer for Fog–Cloud Workflow Scheduling with Emphasis on Makespan and Cost Efficiency

Defense Against False Data Injection and Fault Tolerance Optimization for Resource Scheduling in Software-Defined Satellite-Terrestrial Networks Using SFT-LoRA

DBERA: A Dynamic Bayesian Network Framework for Real-Time Entrepreneurial Risk Assessment

ELCNN-BiLSTM: A Hybrid Deep Learning Model for Timeliness Prediction in Cross-Border E-Commerce Logistics

Automated Pneumonia Detection Using Dual-Architecture Deep Learning with GhostNet and Mo-bileNetV2

BEACON-AI: A CNN- BiLSTM -Attention Framework for Real-Time Multimodal Student Behavior Analysis and Academic Early Warning

A Hybrid Approach of Metaheuristic Algorithms and Group Method of Data Handling to Predict Source Code Testability

Using multi-channel priority scheduling mechanism to improve the transmission efficiency of Store-Forward processing structure under RISC-V architecture

BIAW-DL-SA: Blockchain-Integrated Audio Watermarking and Deep Learning for Ownership Verification and Forgery Detection in AI-Generated Music

PCA-Optimized SVM Framework for Detecting False Data Injection Attacks in Battery Energy Storage Systems

Bridge Defect Detection via CNNs, Multimodal Data Fusion, and Predictive Maintenance Models

Accurate Alignment Control and Energy Transmission Optimization of Dynamic Wireless Charging Mechanical Platform

A YOLO-GAN Integrated Framework for Real-Time Opera Stage Performance Assistance and Motion Capture Feedback

Hybrid AdaBoost and CatBoost Models Enhanced with HGS and CGO for Non-Stationary Runoff Forecasting

KorvexChecker: A BERT-Based Verification Framework for LLM Outputs in Turkish

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