The 20-volume set LNCS 15842-15861, together with the 4-volume set LNAI 15862-15865 and the 4-volume set LNBI 15866-15869, constitutes the refereed proceedings of the 21st International Conference on Intelligent Computing, ICIC 2025, held in Ningbo, China, during July 26-29, 2025.
The 1206 papers presented in these proceedings books were carefully reviewed and selected from 4032 submissions. They deal with emerging and challenging topics in artificial intelligence, machine learning, pattern recognition, bioinformatics, and computational biology.
.- Biometrics Recognition.
.- Cross-Resolution Deep Face Recognition via Collaborative Knowledge Distillation.
.- A New Perspective on Speaker Verification: Joint Modeling with DFSMN and Transformer.
.- CT-Gait: Human Gait Recognition Based on Convolutional Networks with Channel Topology Map.
.- Breaking the Calibration Barrier: Lightweight Attention and Multi-Scale Convolutions for Cross-Subject P300 Spellers.
.- MAFF-CrossNet: Multi-scale Attentional Feature Fusion and Cross-writer Network for Offline Signature Verification.
.- Modal-aware Prompting with Missing Modalities for Biosignal-based Emotion Recognition.
.- A Multi-Task Learning Framework for Carotid Plaque Area Measurement in Imbalanced Datasets.
.- Alignment losses for End-to-End Speaker Diarization.
.- Evolutionary Computation and Learning.
.- An Adaptive Transfer Target Strategy and External Guidance for Multitask Evolutionary Optimization.
.- A Q-learning-based Hyper-Heuristic Algorithm for the Muti-objective Integrated Scheduling of DislÃE