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Online Ressourcen
Link zu diesem Datensatz https://d-nb.info/1376236095
Titel Artificial Neural Networks and Machine Learning – ICANN 2025 : 34th International Conference on Artificial Neural Networks, Kaunas, Lithuania, September 9–12, 2025, Proceedings, Part IV / edited by Walter Senn, Marcello Sanguineti, Ausra Saudargiene, Igor V. Tetko, Alessandro E. P. Villa, Viktor Jirsa, Yoshua Bengio
Person(en) Senn, Walter (Herausgeber)
Sanguineti, Marcello (Herausgeber)
Saudargiene, Ausra (Herausgeber)
Tetko, Igor (Herausgeber)
Villa, Alessandro E. P. (Herausgeber)
Jirsa, Viktor K. (Herausgeber)
Bengio, Yoshua (Herausgeber)
Organisation(en) SpringerLink (Online service) (Sonstige)
Ausgabe 1st ed. 2026
Verlag Cham : Springer Nature Switzerland, Imprint: Springer
Zeitliche Einordnung Erscheinungsdatum: 2026
Umfang/Format Online-Ressource, XXXVIII, 459 p. 188 illus., 178 illus. in color. : online resource.
Andere Ausgabe(n) Printed edition:: ISBN: 978-3-032-04554-6
Printed edition:: ISBN: 978-3-032-04556-0
Inhalt -- 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
Persistent Identifier URN: urn:nbn:de:101:1-2509120405176.077041185632
DOI: 10.1007/978-3-032-04555-3
URL https://doi.org/10.1007/978-3-032-04555-3
ISBN/Einband/Preis 978-3-032-04555-3
Sprache(n) Englisch (eng)
Beziehungen Lecture Notes in Computer Science ; 16071
DDC-Notation 006.3 (maschinell ermittelte DDC-Kurznotation)
Sachgruppe(n) 004 Informatik

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