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| Link zu diesem Datensatz | https://d-nb.info/1379761344 |
| Titel | Advances in Soft Computing : 24th Mexican International Conference on Artificial Intelligence, MICAI 2025, Guanajuato, Mexico, November 3, 2025, Proceedings, Part I / edited by Lourdes Martínez-Villaseñor, Roberto A. Vázquez, Gilberto Ochoa-Ruiz |
| Person(en) |
Martínez-Villaseñor, Lourdes (Herausgeber) Vázquez, Roberto A. (Herausgeber) Ochoa-Ruiz, Gilberto (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, XXII, 438 p. 126 illus., 100 illus. in color. : online resource. |
| Andere Ausgabe(n) |
Printed edition:: ISBN: 978-3-032-09036-2 Printed edition:: ISBN: 978-3-032-09038-6 |
| Inhalt | -- Machine Learning. -- Spatially Distributed Learning. -- Predicting Substance Addiction in University Students: A DSM-5-Guided Machine Learning Model.. -- Anomaly detection in ultrasound tomography images using Convolutional Neural Networks. -- Prompt Assisted Enhancement for Correcting Illumination Artifacts in Endoscopic Images. -- Mel-Spectrogram Reconstruction from Video Lip Sequences using an Autoencoder Architecture. -- Comparison of nonlinear and linear data-driven Takagi-Sugeno models of a bioreactor. -- Water Quality Classification via Cost-Efficient Machine Learning: A Case Study in Nuevo Le´on. -- Water Quality Assessment with Machine Learning Techniques in Jalisco, Mexico. -- MNIST Dataset Classification via Multiview Topological Data Analysis. -- Classification of generalized anxiety through life history strategies with Random Forest and explainable machine learning. -- From Anamnesis to Algorithm: A Clinical Framework for the Design of Artificial Intelligence Focused on Medical Workflow. -- Natural Language Processing. -- A symbolic algorithm for the unification of Nawatl word spellings. -- On the application of natural language processing tools to the Ramirez Codex. -- Financial News Summarization: Can extractive methods still offer a true alternative to LLMs?. -- Applying Natural Language Processing to Short Medical Notes from Mexican Health Units to Detect Suicidal Behaviours. -- Empowering ESG Insights in Vietnamese through Fine-Tuned Language Models. -- Toward Bias-Aware and Efficient Offensive Language Detection using QLoRA-Optimized LLaMA and GPT Models. -- Pragmatic Generalization in LLMs: Insights from Fine-Tuning and Evaluating on Multilingual Sarcasm. -- WISE: A Machine Learning-Based Tool for Analyzing Heroin and Fentanyl Withdrawal Experiences on Social Media. -- Sarcasm Detection in Roman Urdu Text: A Comprehensive Study Using Machine Learning and Large Language Model. -- Think Twice Before Deciding: A Two-Stage Method for Sexism Detection on Social Media. -- Automatic synthetic data selection for highly unbalanced multi-class and multi-label Obstetric Violence Classification. -- Multi-document Update Text Summarization Based on Sentence Features Focus on Requirements. -- A Multi-Stage Pipeline for Reliable LLM-based Robotic Task Planningusing Schema-Aligned Parsing and Knowledge Base Grounding. -- Tec-Habilidad: Skill Classification for Bridging Education and Employment. -- Synthetic Data Generation for Pur´epecha Machine Translation using LLMs. -- Pre-Trained Models for Grammatical Error Correction in Healthcare-Specific Text. -- Neural Networks. -- Relational Inductive Bias Behind Convolutional and Attention Neural Layers. -- Scholar dropout analysis in Technological Universities Subsystem using neural network-based models: UT-X case. -- Deep Learning Speech Recognition for Industrial Noise Enviroments. -- Estimation of urban fractal dimension using a Convolutional Neural Network. -- Terrain Classification-based Dynamic Trajectory Tracking Controller for Mobile Robots |
| Persistent Identifier |
URN: urn:nbn:de:101:1-2510240406133.431546755148 DOI: 10.1007/978-3-032-09037-9 |
| URL | https://doi.org/10.1007/978-3-032-09037-9 |
| ISBN/Einband/Preis | 978-3-032-09037-9 |
| Sprache(n) | Englisch (eng) |
| Beziehungen | Lecture Notes in Artificial Intelligence ; 16221 |
| DDC-Notation | 006.3 (maschinell ermittelte DDC-Kurznotation) |
| Sachgruppe(n) | 004 Informatik |
| Online-Zugriff | Archivobjekt öffnen |
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