Applied Intelligence

4th International Conference, ICAI 2026, Ningbo, China, November 25-28, 2026, Proceedings
Erscheinungsjahr 2027
ISBN: 978-981-9287-85-7
Verlag: Springer

Buch, Englisch, 412 Seiten, Format (B × H): 155 mm x 235 mm

Reihe: Communications in Computer and Information Science

This volume CCIS 3287 constitutes the proceedings of the 4th International Conference on Applied Intelligence, ICAI 2026, held in Ningbo, China, during November 25–28, 2026.

The 36 full papers presented in this proceedings were carefully selected and reviewed from 102 submissions. 

Zielgruppe

Research

Autoren/Hrsg.

Huang, De-Shuang

Pan, Yijie

Premaratne, Prashan

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Bildsignalverarbeitung
• Mathematik | Informatik Mathematik Numerik und Wissenschaftliches Rechnen Angewandte Mathematik, Mathematische Modelle
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Maschinelles Lernen
• Mathematik | Informatik EDV | Informatik Angewandte Informatik

Inhaltsverzeichnis

.- Biomedical Informatics Theory and Methods
.- An Automated Multi-Agent Framework for Difffculty-Aware Negative Sampling in Drug-Drug Interaction Prediction.
.- Multi-modal Medical Image Fusion via Decoupled Representation and Adaptive Fusion Network.
.- A Survey of Cell Tracking in Time-Lapse Microscopy.
.- SINCA-Net: Spatial Inpainting Network with Cross-Modal Attention for Spatial Transcriptomics Gene Imputation.
.- SpaTKI: Panel-Independent Spatial Gene Expression Imputation with Knowledge-Guided Gene Tokens.
.- StructPTM: Research on PTM site prediction method based on multi-scale feature fusion of protein structure.
.- HAIN-GO: Protein Function Prediction via Gated Fusion of Heterogeneous Graph Attention and Isomorphism Networks.
.- stAdaMIX: Adaptive Multimodal Integration for Spatial Domain Identification in Spatial Transcriptomics.
.- A Review of Computational Methods for Spatial Domain Identification in Spatial Transcriptomics.
.- RD-PASO: Residual Dual-View Drug Representation for Anticancer Drug Response Prediction.
.- Adaptive Dual-Encoder Cell-Drug Fusion for Unseen Cell-Type Drug Response Prediction.
.- Image Processing
.- Intelligent Fish Passage Monitoring Based on Key Frame Extraction with Multi-Feature Fusion and Multi-Object Tracking.
.- An Edge Connectivity-aware Network for Scoliosis Ultrasound Image Segmentation.
.- TreePercept: Training-Free Hierarchical Visual Search for Fine-Grained Perception in Multimodal Large Language Models.
.- FITV-Mamba: Complementary Inductive Biases via Fourier-Isomorphic Gating and Euclidean Radial Mamba for 3D CBCT Dental Segmentation.
.- Mean score drift along a sample-reweighting homotopy: Bregman proximal certificates for out-of-sample risk.
.- Intelligent Computing in Computer Vision
.- AnchorSLT: Anchored Sign-Text Grounding with a Frozen LLM for Gloss-Free Auslan Translation
.- How Artificial Intelligence Evolved Through CNN to Vision Transformers
.- Viewpoint and Depth Sensitivity in Single-View Auslan Sign Recognition
.- GenTQ: Training-Free Generative Open-Vocabulary Multi-Object Tracking via Tracklet–Query Coreference Resolution
.- Sparse Residual Refinement for Weakly Supervised Video Anomaly Detection
.- Multi-class Foreign Object Recognition for Vehicle Blind Spots Based on Improved YOLOv11.
.- Machine Learning
.- An Intelligent Mission-Planning Method for an Autonomous Underwater Vehicle-Manipulator System.
.- Research on Multi-objective Scheduling Optimization of New-Energy Battery Module Test Tasks Based on Constraint Programming.
.- A Physics-Inspired LightGBM Residual Compensation Method for YSZ Oxygen Sensor Concentration Prediction.
.- Kairo: Querying Crowd-Sourced Mobile Networks in Natural Language.
.- PLMNet: A Pre-trained Language Model-based Network for Long-text Fake Review Detection.
.- Nonparametric Method of Fault Diagnosis: Adaptive Threshold Design.
.- Learning Modality-Aware Representations with Registers for Multi-Modal Vehicle Re-Identification.
.- A RAG-Based Framework for Domain-Specific Knowledge Aggregation and Semantic Structuring in Laser Additive Manufacturing.
.- Separating Task Necessity from Cache Freshness in Tool Routing for Large Language Model Agents.
.- Granular Ball-based Multi-view Twin Support Vector Machine.
.- A Size-Adaptive Purity and Purity-Compactness Weighted Granular Ball Twin Support Vector Machine.
.- Using multi-objective aquila optimizer with grid technology for big-data optimization.
.- Optimal Residential Area Layout Design Using White Shark Optimizer.
.- AI as an Interaction Orchestrator: Context-Aware and Adaptive Multimodal Interaction in Intelligent Exhibitions.