Information and Communication Technology
Description
These CCIS five-part volumes constitutes the referred proceedings of the 14th International Symposium on Information and Communication Technology, SOICT 2025, held in Nha Trang, Vietnam, during December 12-14, 2025.
The 119 full papers and 117 short papers were included in this were carefully reviewed and selected from 345 submissions. They focus on research including Networking and Communication Technologies, AI Foundation and Big Data, AI Applications, Multimedia Processing, Software Engineering, and Recent Advances in Cyber Security.
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Content
.- FRED: Unified Multimodal Fusion and Dynamic Temporal Reasoning with Semantic Query Expansion and Exclusionary Search.
.- DRONEs: Deep Reinforcement Optimization for Network k-Connectivity Restoration Enhancement in UAVs.
.- A Co-Simulation Approach for UAV-Network-AI Interaction in Digital Twin Visual Context.
.- Architecting Trustworthy AI: The Cyber-Resilient AI (CRAI) Framework.
.- A mobile-based attendance system using Bluetooth MAC address scanning.
.- XMedCLIP: A Multimodal Deep Neural Network for Bone Pathology Classification from X-ray Image.
.- From Relative to Absolute: Monocular Depth Estimation in Aerial Imagery.
.- A Method for Composing Concerns into a Unified Domain Model in Domain-Driven Design.
.- Practical multivariate algebraic signature scheme with one hidden group.
.- A Video Retrieval System with Advanced Temporal Algorithm and Vision Language Models Integration.
.- Automated ESG classification by using Natural Language Processing Techniques from Vietnamese Company Annual Reports.
.- Fish-Net: an Effective Model for Underwater Fish Detection.
.- EDM4QS: An Emulator-Driven Model for Quantum Scheduling.
.- Research Paper Quality Recognition Through Textual Feature Analysis.
.- MADTempo: An Interactive System for Multi-Event Temporal Video Retrieval with Query Augmentation.
.- Budgeted Object Detection via Online Submodular Approximation Algorithm.
.- Adaptive Federated Learning for Software Vulnerability Detection.
.- From Text to Thumbnail: A Unified Framework for Automated News Image Generation and Evaluation.
.- FOAMI: Enhancing ICS Threat Detection via Feature Optimization, Realistic Augmentation, and Mutual Inference.
.- QuantaMind: A Robust and Efficient Framework for Quantum Machine Learning Applications.
.- FedEABoost: A Client Entropy Adaptive Boosting Framework for Federated Learning.
.- Toward Acceleration of Variational Quantum Classifier Simulation on GPUs.
.- Real-Time Hybrid Multimodal Retrieval System for AI Challenge HCMC 2025.
.- KPTER: K-Pointer for Temporal Event Retrieval.
.- Exponential Cone Reformulation for Scalable Estimation of Quantal Response and Multinomial Logit Models.
.- Enhancing Survey Efficiency: A Validated Vietnamese Short-Form of the MBTI Developed Through Machine Learning.
.- Efficient Probabilistic Cross-Modal Retrieval via Top-k Selection and Fast Embedding Learning.
.- Text-Based Person Search in Low-Resource Scenarios.
.- Generalizability Evaluation and Anchor-Guided Approach for Category-Agnostic Pose Estimation.
.- GRACE: A Knowledge Graph-Enhanced Conversational Recommendation System via Retrieval-Augmented Generation.
.- LoDiBi: Automated Course Quality Evaluation Framework with LOQCA, DeepIFSA, and BiLSTM.
.- Visionary: Optimized Temporal Video Retrieval via Large Language Model-Enhanced Query Processing.
.- Comprehensive Assessment of SLM Performance on Vietnamese High School History Tasks.
.- Effectiveness of Rolling-Sum Preprocessing in River Mouth Water Depth Prediction Using Machine Learning.
.- GenAI-Enabled Backlog Grooming in Agile Software Projects: An Empirical Study.
.- VRAE: Vertical Residual Autoencoder for License Plate Denoising and Deblurring.
.- Enhance Sequential Recommendation via Linear Recurrent Units.
.- Towards Conversational Video Retrieval with an Intelligent Search Agent.
.- EnAug: ENT Endoscopy Images Classification Using Ensemble and Augmentation Methods.
.- An Iterated Dynamic Programming For Multi-Truck Assignment Problem With Lower Capacity Constraints.
.- Aspect-Based Sentiment Analysis for Stock Price Movement Prediction.
.- TaP-GA: A Novel Genetic Algorithm for Target-Prioritized, Orientation-Constrained, and Adaptive Coverage Optimization in Wireless Multimedia Sensor Networks.
.- AD-GENESIS: Anomaly Detection through Gradient-Guided Generative Synthesis.
.- FrameSeeker: Shot-Level Captioning with Multimodal Hints for Efficient Video Retrieval.
.- AIthena-Vision: Adaptive Temporal Multimodal Event Retrieval with LLM-generated Multiperspective Fusion.
.- Adaptive Agent-Guided Dynamic Programming for Temporal Optimization in Multi-Event Video Retrieval.