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| 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 |
| Online-Zugriff | Archivobjekt öffnen |
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