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| Link zu diesem Datensatz | https://d-nb.info/1394725809 |
| Titel | Advances and Trends in Artificial Intelligence. Theory and Applications : 38th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2025, Kitakyushu, Japan, July 1–4, 2025, Proceedings, Part I / edited by Hamido Fujita, Yutaka Watanobe, Moonis Ali, Yinglin Wang |
| Person(en) |
Fujita, Hamido (Herausgeber) Watanobe, Yutaka (Herausgeber) Ali, Moonis (Herausgeber) Wang, Yinglin (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, XXIX, 534 p. 179 illus., 160 illus. in color. : online resource. |
| Andere Ausgabe(n) |
Printed edition:: ISBN: 978-981-96-8888-3 Printed edition:: ISBN: 978-981-96-8890-6 |
| Inhalt | -- Reinforcement Learning. -- An Enhanced Preference-Based Reinforcement Learning Framework for Autonomous System. -- Reinforcement Learning based Iterated Greedy for Parallel Machine Scheduling with Weighted Earliness Tardiness. -- VMD-IMF Enhanced Hyper Graph Attention Module Based Reinforcement Learning For Portfolio Optimization. -- A reinforcement learning based framework to the facility layout problem. -- Optimization. -- Bayesian Optimization for Fine-Tuning an AI Solver: Application to Preventive Maintenance Scheduling Problems. -- Domain Generalization through Domain-Expert Risk Assessment. -- Enhanced Optimization Space Learning: Towards Real-Time Compiler Optimization. -- Optimizing Feature Selection Binary Peacock Algorithm with improved movement strategy. -- Natural Language Processing. -- Apply TF-IDF and LDA to Explore Topics and Related Trends in Electric Vehicle Reviews. -- Identifying Fake Reviews and Their Implications Using BERT and LDA: A Case Study of Online Shopping Website Reviews. -- A Lightweight and Efficient Punctuation and Word Casing Prediction Model for On Device Streaming ASR. -- SYNCAD: Synchronised Yields from Narrative Cross Modal Audio and Data. -- MultiGAU: Real Time Sign Language Generation using Multimodal Gated Attention. -- Classification of Approval Desires and Analysis of Emotional and Linguistic Features in SNS Posts Using Generative AI. -- Multi-Agent. -- Hierarchical Multi-Agent Reinforcement Learning with Epistemic Priors for Scalable Communicationless Coordination of Teamable Agents. -- DynaMIX: Sample-Efficient Multi Agent Reinforcement Learning with Multi-Step Temporal Forward Dynamics Modeling. -- Automated Issue Hierarchy Generation for Improved Automated Negotiation Outcomes. -- Machine Learning and Decision Making. -- Distribution Variance for Surrogate Weights in Multi-Criteria Decision Analysis. -- Bridging the Trust Gap: Leveraging Explainable AI for Personalized E-Commerce Recommendations. -- A clustering method based on hesitant difference granularity. -- Evaluation of Efficient AI for the Edge: Insights from Deep Neural Networks Model Compression Techniques Applied to Occupancy Detection. -- LSTM-based Proactive Scheduling of Stream Applications in Edge/Cloud Environments. -- Uncertainty Quantification Of Multimodal Models. -- Knowledge Representation. -- Automating OntoClean Ontology Verification. -- Automating OntoClean - Subsumption Hierarchy Construction. -- Possibilistic Reasoning with Fuzzy Formal Contexts: An Extended Abstract. -- A Strategy for Implementing Garbage Detection in Ontology Completion using Description Logics. -- Data Engineering. -- Uncertainty-based Instance-Dependent Noisy Label Datasets Generation. -- Guided by Uncertainty: Semi-supervised Domain Adaptation with Curriculum and Contrastive Learning. -- Linking Data Meaningfully: Identifying Meaningful Keys and Foreign Keys from Data. -- CAMI: A missing value imputation method based on causal discovery and self-attention. -- MDR: An Ontology Vocabulary and Registry Service for Dataset Catalogs. -- A-REACT: Adaptive Resampling and Active Classification for Thresholded Anomalies. -- DistResampleR-Lite: Light Distributed Resampler for Imbalanced Regression Problems. -- Fast HSIC-based tests for random processes. -- Large Language Model. -- Exploring the Efficacy of Large Language Models in Predicting Chemical Toxicity. -- Towards Predicting Complex Carpooling Trajectories with Context-Augmented BERT LLM in Chaotic Environments. -- LLM-base MaSE, A Software Development Framework for Developing Multi-Agent Systems. -- Computer Vision. -- WeldViT: A Lightweight Network for Online Identification of Multi-Label Welding Defects. -- Impact of Replay Ratios on Performance and Efficiency in Continual Learning for Skeleton-based Action Recognition. -- Extending YOLO for Feature-Based Classification Through Numerical-to-Image Transformation. -- Lost in the Noise: Evading and Detecting Backdoors in Conditional Diffusion Models. . SkinPalNet: An Advanced Ensemble Model for Skin Cancer Diagnosis with Computer Vision Approach. -- Enhancing Minimarket Customer Experience through YOLOv8-Powered Checkout Systems. -- Brain Tumor MRI Interpretation: Towards a Benchmark for Medical Visual Question Answering |
| Persistent Identifier |
URN: urn:nbn:de:101:1-2604010418449.241616505348 DOI: 10.1007/978-981-96-8889-0 |
| URL | https://doi.org/10.1007/978-981-96-8889-0 |
| ISBN/Einband/Preis | 978-981-96-8889-0 |
| Sprache(n) | Englisch (eng) |
| Beziehungen | Lecture Notes in Artificial Intelligence ; 15706 |
| Anmerkungen |
Hinweis zur Barrierefreiheit: PDF/UA-1 Hinweis zur Barrierefreiheit: Table of contents navigation Hinweis zur Barrierefreiheit: Single logical reading order Hinweis zur Barrierefreiheit: Short alternative textual descriptions Hinweis zur Barrierefreiheit: Use of color is not sole means of conveying information Hinweis zur Barrierefreiheit: Use of high contrast between text and background color Hinweis zur Barrierefreiheit: Next / Previous structural navigation Hinweis zur Barrierefreiheit: All non-decorative content supports reading without sight Hinweis zur Barrierefreiheit: Accessibility summary: This PDF has been created in accordance with the PDF/UA-1 standard to enhance accessibility, including screen reader support, described non-text content (images, graphs), bookmarks for easy navigation, keyboard-friendly links and forms and searchable, selectable text. We recognize the importance of accessibility, and we welcome queries about accessibility for any of our products. If you have a question or an access need, please get in touch with us at accessibilitysupportspringernature.com. Please note that a more accessible version of this eBook is available as ePub Hinweis zur Barrierefreiheit: No reading system accessibility options actively disabled Hinweis zur Barrierefreiheit: Publisher contact for further accessibility information: accessibilitysupportspringernature.com |
| DDC-Notation | 006.3 (maschinell ermittelte DDC-Kurznotation) |
| Sachgruppe(n) | 004 Informatik |
| Online-Zugriff | Archivobjekt öffnen |
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