Vol. 50 No. 13 (2026): Online-only issue

DOI: https://doi.org/10.31449/inf.v50i13

Published: 05/18/2026

Risk-Constrained Trade Sizing via Calibrated ML Probabilities and Linear Programming on SMC/ICT-Driven Structural Signals

Mohamed Hassan Oukhouya, Aboutabit Noureddine, Hafidi Imad
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Multi-Objective Logistics Route Optimization Using a Physics- Informed Neural Network-Assisted Genetic Algorithm

Qianfei Liu, Nan Lv
- PDF
Nonlinear Function Fitting and Prediction Using Newton-CG Optimization and Transformer Architecture Enhancing Accuracy and Efficiency in High-Dimensional Nonlinear Predictions

Fang Gao
- PDF
Perception-Edge-Cloud Architecture for Post-Stroke Rehabilitation: A Biosensor-Based Intelligent System for Movement Recognition and Compliance Assessment

Tianhui Li
- PDF
Knowledge-Augmented Deep Learning Framework for Chinese Literary Text Analysis Using ARO-HA-BiLSTM

Li Zhang
- PDF
Hybrid Early Warning System for Financial Crises in Listed Companies Using Attention Mechanism and LightGBM

Huaipeng Li, Jing Li
- PDF
Genetic Algorithm-Based Intelligent Optimization for Enhancing Security in High-Performance Concrete Supply Chains

Lv Dawei
- PDF
Bayesian Optimization with SAT Solver for Enhanced Database Security Identification

Huijuan Zhang
- PDF
Feature Adaptive Distillation and Attention-Enhanced Siamese Network for Intelligent Network Intrusion Detection and Proactive Response

Yong Wang, Fan Jia, Yi Ren, Ming Wang, Jun Li
- PDF
End-to-End Network Security Prediction via Dual Attention- Enhanced Situation Assessment and IHHO-GResNeSt Integration

Qingjun Ni
- PDF
Software-Defined Networking for IoT-Based Motor Bearing Fault Diagnosis

Tianming Zhan
- PDF
Optimizing Long-Term User Engagement in Short-Video Recommendation via Reinforcement Learning: A Markov Decision Process Framework with Composite Rewards

Juan Di
- PDF
Quantitative Analysis of Soil Bearing Capacity Using Image-Based Morphology and Capacitive Moisture Sensing

Febry Mandasari, Eri prasetyo Wibowo, Tubagus Maulana Kusuma, Sri Wulandari
- PDF
Dynamic Tangent Search-Driven Graph Neural Networks for Cross- Border E-Commerce Sales Forecasting

Sicong Li
- PDF
Financial Forecasting and Budget Management Based on Machine Learning

Linmeng Liu
- PDF
A Virtualized BB84 QKD Simulator in Python Using Qiskit Aer for Education and Prototyping

Mert Büyükdede
- PDF
A Unified Taxonomy and Empirical Review of Recent Proximal Policy Optimization Variants and Their Real-World Applications

Vijaya Kittu Manda
- PDF
SAGE: A Unified Evaluation Framework for Data Augmentation and Few-Shot Learning on Small and Imbalanced Tabular Datasets

Yuhao Yan, Linlu Chen, Houyan Zhang, Chong Chen, Leran Liang, Meng Yang
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Analyzing Public Opinion Bias through Social Media Using a Hybrid RoBERTa-BiGRU-DPCNN Sentiment Analysis Framework

Haixiang He
- PDF
Design and Edge-Enabled Implementation of Smart Acousto-Optic Safety Wearables for Power IoT Environments

Xi Fang, Ying Liu, Jialong Wu, Jing Lv, . Galvin
- PDF
A Grid-Coupled Clustering Algorithm with Soft Constraints for Mixed-Attribute Data Streams

Wenbo Wu
- PDF
Research on Fine-Tuned BERT-CRF Joint Labeling Model for Contractual Syntactic and Lexical Ambiguity Resolution in Business

Xiaohong Huang, Xiao Tao
- PDF
A Dual Modeling Framework for Music Recommendation Via GraphSAGE and Deep Interest Networks (DIN)

Ni Li, youyu xiao
- PDF
Integration of Deep Reinforcement Learning and Cloud Computing for Enhanced Sports Performance Prediction and Training Guidance

Hu Yang
- PDF
Research on Error Correction Algorithm for Intelligent Energy Metering System Based on Deep Learning

Tianfu Huang, Chunguang Wang, Tongyao Lin, Xiaoxu Hu
- PDF
Hybrid GRA-GRM Model for Spatiotemporal Forecasting in Port Logistics Using Grey System Theory and Nonlinear Feature Selection

Yanyan Wu, Yang Yang Zhanlong Li
- PDF
Predicting Tourist Flow and Economic Impact Using a Transformers- Based Deep Learning Model with Multi-Modal Data Integration

Jiajie Liu, Dianwei Zhang
- PDF
Comparative Analysis for Requirement Classification Using Transformer based Pre-trained Models for Digital Governance RFPs

Manisha Tiwari, Shagun Srivastava, Padmaja Joshi
- PDF
Predicting Critical Submergence in Horizontal Circular Intakes Using Meta-Heuristic Optimized Gradient Boosting Ensembles

Sujing Yu
- PDF

Vol. 50 No. 13 (2026): Online-only issue

Risk-Constrained Trade Sizing via Calibrated ML Probabilities and Linear Programming on SMC/ICT-Driven Structural Signals

Multi-Objective Logistics Route Optimization Using a Physics- Informed Neural Network-Assisted Genetic Algorithm

Nonlinear Function Fitting and Prediction Using Newton-CG Optimization and Transformer Architecture Enhancing Accuracy and Efficiency in High-Dimensional Nonlinear Predictions

Perception-Edge-Cloud Architecture for Post-Stroke Rehabilitation: A Biosensor-Based Intelligent System for Movement Recognition and Compliance Assessment

Knowledge-Augmented Deep Learning Framework for Chinese Literary Text Analysis Using ARO-HA-BiLSTM

Hybrid Early Warning System for Financial Crises in Listed Companies Using Attention Mechanism and LightGBM

Genetic Algorithm-Based Intelligent Optimization for Enhancing Security in High-Performance Concrete Supply Chains

Bayesian Optimization with SAT Solver for Enhanced Database Security Identification

Feature Adaptive Distillation and Attention-Enhanced Siamese Network for Intelligent Network Intrusion Detection and Proactive Response

End-to-End Network Security Prediction via Dual Attention- Enhanced Situation Assessment and IHHO-GResNeSt Integration

Software-Defined Networking for IoT-Based Motor Bearing Fault Diagnosis

Optimizing Long-Term User Engagement in Short-Video Recommendation via Reinforcement Learning: A Markov Decision Process Framework with Composite Rewards

Quantitative Analysis of Soil Bearing Capacity Using Image-Based Morphology and Capacitive Moisture Sensing

Dynamic Tangent Search-Driven Graph Neural Networks for Cross- Border E-Commerce Sales Forecasting

Financial Forecasting and Budget Management Based on Machine Learning

A Virtualized BB84 QKD Simulator in Python Using Qiskit Aer for Education and Prototyping

A Unified Taxonomy and Empirical Review of Recent Proximal Policy Optimization Variants and Their Real-World Applications

SAGE: A Unified Evaluation Framework for Data Augmentation and Few-Shot Learning on Small and Imbalanced Tabular Datasets

Analyzing Public Opinion Bias through Social Media Using a Hybrid RoBERTa-BiGRU-DPCNN Sentiment Analysis Framework

Design and Edge-Enabled Implementation of Smart Acousto-Optic Safety Wearables for Power IoT Environments

A Grid-Coupled Clustering Algorithm with Soft Constraints for Mixed-Attribute Data Streams

Research on Fine-Tuned BERT-CRF Joint Labeling Model for Contractual Syntactic and Lexical Ambiguity Resolution in Business

A Dual Modeling Framework for Music Recommendation Via GraphSAGE and Deep Interest Networks (DIN)

Integration of Deep Reinforcement Learning and Cloud Computing for Enhanced Sports Performance Prediction and Training Guidance

Research on Error Correction Algorithm for Intelligent Energy Metering System Based on Deep Learning

Hybrid GRA-GRM Model for Spatiotemporal Forecasting in Port Logistics Using Grey System Theory and Nonlinear Feature Selection

Predicting Tourist Flow and Economic Impact Using a Transformers- Based Deep Learning Model with Multi-Modal Data Integration

Comparative Analysis for Requirement Classification Using Transformer based Pre-trained Models for Digital Governance RFPs

Predicting Critical Submergence in Horizontal Circular Intakes Using Meta-Heuristic Optimized Gradient Boosting Ensembles

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