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| Link zu diesem Datensatz | https://d-nb.info/1382481985 |
| Titel | AI 2025: Advances in Artificial Intelligence : 38th Australasian Joint Conference on Artificial Intelligence, AI 2025, Canberra, ACT, Australia, December 1–5, 2025, Proceedings, Part I / edited by Miaomiao Liu, Xin Yu, Chang Xu, Yiliao Song |
| Person(en) |
Liu, Miaomiao (Herausgeber) Yu, Xin (Herausgeber) Xu, Chang (Herausgeber) Song, Yiliao (Herausgeber) |
| Organisation(en) | SpringerLink (Online service) (Sonstige) |
| Ausgabe | 1st ed. 2026 |
| Verlag | Singapore : Springer Nature Singapore, Imprint: Springer |
| Zeitliche Einordnung | Erscheinungsdatum: 2026 |
| Umfang/Format | Online-Ressource, XIV, 473 p. 118 illus., 103 illus. in color. : online resource. |
| Andere Ausgabe(n) |
Printed edition:: ISBN: 978-981-95-4968-9 Printed edition:: ISBN: 978-981-95-4970-2 |
| Inhalt | -- Language and Foundation Models. -- Analysis of Large Language Model Prompting and Generation using Toulmin’s Model. -- MultiRAG: An Agentic Multi-modal and Multi-source Retrieval Augmented Generation Framework for Scientific Research. -- Enhancing RAG System Performance Through Semantic Layout Chunking. -- Automating Perdurant Meta-Property Assignment using GPT-4. -- Evaluating Large Language Models for Real-World Engineering Tasks. -- Generation of Ethical Rules Using Large Language Models. -- Large Language Models Imitate Logical Reasoning, but at what Cost?. -- LAPEFT: A Lexicon-Enhanced Approach to Parameter-Efficient Fine-Tuning for Financial News Sentiment Classification. -- SimLabel: Consistency-Guided OOD Detection with Pretrained Vision-Language Models. -- RePrompt: Towards Robust Continual Test-Time Adaptation via Replay Prompt for CLIP. -- Trustworthy and Explainable AI. -- Probabilistic Lipschitzness and the Stable Rank for Measuring XAI Model Robustness. -- Graph-based Integrated Gradients for Explaining Graph Neural Networks. -- Assessing Algorithmic Fairness in Socioeconomic Predictions Using Australian Census Data. -- TrustGuard: IoT Intrusion Detection with XAI-Driven Feature Refinement for Enhanced Multi-class Edge Classification. -- PP-Pose: Privacy-Preserving Human Pose Estimation Using Random High-Frequency Channel Combinations. -- Do They Understand Them? An Updated Evaluation on Nonbinary Pronoun Handling in Large Language Models. -- Concept Control for LLM Safety Using Radial Basis Function Representations. -- Prompting Instability: An Empirical Study of LLM Robustness in Code Vulnerability Detection. -- Requirements-based Explainability for Multi-Agent Systems. -- On Explaining Proxy Discrimination and Unfairness in Individual Decisions Made by AI Systems. -- All Models Are Miscalibrated, But Some Less So: Comparing Calibration with Conditional Mean Operators. -- Whose Side Are You On: Investigating Political Bias of Large Language Models. -- Guardrails, Not Guesswork: A Framework for Trustworthy AI Adoption. -- Knowledge Representation and Data Mining. -- Categorization Architecture with Predictive Reasoning and Alignment for UNSPSC. -- SVDformer: Direction-Aware Spectral Graph Embedding Learning via SVD and Transformer. -- Predicting Generalization Error under Graph Distribution Shifts via Parameter Discrepancy with Accumulated Gradient. -- Predicting Graph Structure via Adapted Flux Balance Analysis. -- cFedLAD: A Clustered Additive LoRA Framework for Robust and Personalized Federated Learning. -- Dimensionally Reduced Open-World Clustering: DROWCULA. -- Noise-Robust Topology Estimation of 2D Image Data via Neural Networks and Persistent Homology. -- MFiSP: A Multimodal Fire Spread Prediction Framework. -- Signal Beneath the Surface: A Deep Learning Pipeline for Marine Acoustic Intelligence. -- Weather Forecasting System “Four Seasons in One Day” and Shelter Suggestion for Sydney & Melbourne & Canberra. -- Proactive Air Quality Forecasting and Health Alert System for Melbourne. -- Solving Partial Graph Matching as a Stable Matching Problem |
| Persistent Identifier |
URN: urn:nbn:de:101:1-2511250311490.287934228703 DOI: 10.1007/978-981-95-4969-6 |
| URL | https://doi.org/10.1007/978-981-95-4969-6 |
| ISBN/Einband/Preis | 978-981-95-4969-6 |
| Sprache(n) | Englisch (eng) |
| Beziehungen | Lecture Notes in Artificial Intelligence ; 16370 |
| DDC-Notation | 006.3 (maschinell ermittelte DDC-Kurznotation) |
| Sachgruppe(n) | 004 Informatik |
| Online-Zugriff | Archivobjekt öffnen |
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