Artificial Neural Networks and Machine Learning – ICANN 2025

34th International Conference on Artificial Neural Networks, Kaunas, Lithuania, September 9–12, 2025, Proceedings, Part IV

AvWalter Senn,Marcello Sanguineti

Häftad, Engelska, 2025

Del 16071 i serien Lecture Notes in Computer Science

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Beskrivning

The four-volume set LNCS 16068-16071 constitutes the proceedings of the 34th International Conference on Artificial Neural Networks and Machine Learning, ICANN 2025, held in Kaunas, Lithuania, September 9–12, 2025.The 170 full papers and 8 abstracts included in these conference proceedings were carefully reviewed and selected from 375 submissions. The conference strongly values the synergy between theoretical progress and impactful real-world applications, and actively encourages contributions that demonstrate how artificial neural networks are being used to address pressing societal and technological challenges.

Produktinformation

Utgivningsdatum:2025-09-12
Mått:155 x 235 x 27 mm
Vikt:750 g
Format:Häftad
Språk:Engelska
Serie:Lecture Notes in Computer Science
Antal sidor:459
Förlag:Springer Nature Switzerland AG
ISBN:9783032045546

Utforska kategorier

Systemvetenskap och AI inom Data och IT

Innehållsförteckning

.- Epilepsy Prediction based on Intra- and Inter-Channel Feature Mixing..- Fine-grained Recognition of Arteriovenous Fistula Stenosis Using Blood Flow Sounds: An Animal Model-Based Dataset and a Frequency-Aware Decoupling Network..- SMART-RetroNet: A Framework for Chemical Retrosynthesis Prediction..- Few-shot Learning for Syndrome Differentiation with Two Prompts..- Neural QSLIM for Mesh Autoencoders..- Evolving Spatially Embedded Recurrent Spiking Neural Networks for Control Tasks..- Amortizing Personnalization in Virtual Brain Twins..- MPCCP:A Multi-chain Perception Crime Charge Prediction Method..- Beran Estimator Kernel Learning using Nearest-Neighbours and its Application to Reliability Analysis..- Conformalized Causal Learning for Uncertainty-Aware MineralProspectivity Mapping..- PhysMamba: Synergistic State Space Duality Model for Remote Physiological Measurement..- Proactive Depot Discovery: A Generative DRL Framework for Adaptive Location-Routing..- Learning Joint General and Specific Representation with Masked Auto-encoder for Radiology Report Generation..- Process Adaptive Learning for Visual-Language Navigation..- Audio-Driven Talking Head Generation with Emotion Based on FLAME Geometry Model..- Studying the Generalization Behavior of Surrogate Models for Punch-Bending by Generating Plausible Counterfactuals..- NGAT: A Node-level Graph Attention Network for Long-term Stock Prediction..- CSM: Corn Instance Segmentation Model Fusing Dilated Residual Networks and Low-Rank Adaptation..- Sensor-Enhanced PINNs for Contaminant Dispersion Modeling..- Uniform Representation of Parametric CAD Models for Generative Application..- Surrogate-Assisted Multi-Objective Design of Complex Multibody Systems..- KANLoc: WiFi Localization with A Lightweight KAN..- DualGF: Example-based Path Planning via Dual Gradient Fields..- Improving physics-informed neural network extrapolation via transfer learning and adaptive activation functions..- A Spiking Central Pattern Generator Capable of Adaptive Gait Control in Quadruped Locomotion..- ViSMoE: Visual-Aware Sparse Mixture-of-Experts for Embodied Referring Expression Grounding..- FDFRL: Credit Card Fraud Detection Based on Federated Reinforcement Learning..- MENGLAN:Multiscale Enhanced Nonparametric Gas Analyzer with Lightweight Architecture and Networks..- Targeted trust-based merging of customers’ opinions..- DA-NeRF: High-Fidelity Talking Face Generation From Speech With Neural Radiance Fields..- Beyond Reconstruction: A Physics Based Neural Deferred Shader for Photo-realistic Rendering..- Accurate SDF Reconstruction with Geometric-Differential Regularization and Categorized Sampling Strategy..- Optimized Supervised Control of Stochastic Timed Discrete Event Systems using Supervisory Control Theory and Reinforcement learning..- A Classification Algorithm for Bronchiolitis Obliterans in Pediatric CT Images with Extreme Class Imbalance..- DISEncoder:A Dual-Branch Query Encoder Using Graph Models for Distributed Databases..- A Subject-Independent Stress Detection Model Based on Temporal Feature Disentanglement.