UID:
almahu_9949985929302882
Umfang:
XIV, 523 p. 218 illus., 168 illus. in color.
,
online resource.
Ausgabe:
1st ed. 2025.
ISBN:
9783031803666
Serie:
Lecture Notes in Computer Science, 15277
Inhalt:
This volume LNCS 15277 constitutes the refereed proceedings of the 18th Ibero-American Conference on AI, IBERAMIA 2024, held in Montevideo, Uruguay, during November 13-15, 2024. The 36 full papers presented together with 14 short papers were carefully reviewed and selected from 96 submissions. The conference focuses on AI engineering & applications; bio-inspired & soft computing; computer vision & robotics; knowledge representation & reasoning; machine learning; multi agent systems; natural language processing; and social AI.
Anmerkung:
AI Engineering & Applications -- Adjusting Convolution Blocks of U-Net to Improve Sugarcane Crop Line Segmentation -- Mapping Motion: A Cognitive Approach to Dyspraxia Multimodal Analysis -- Improving Assembly Lines with Digital Twins: A Synthetic Case Study -- Peak Ground Acceleration Prediction for Earthquake Early Warning with Multivariable Long Short-Term Memory Networks and Temporal Transformers -- Green Security Along Trails -- Identification of dating violence with Machine Learning algorithms: analysis and results -- Capturing the Essence of Plankton: A Gradient-weighted Class Activation Mapping Analysis -- Agent-Based Model and Machine Learning for the Analysis of Barter Regulated by Lotka-Volterra Equations -- A Geometric Attention Mechanism to Classify Parkinsonism Smooth Pursuit Patterns -- A Mixed Audio-video SPD Network for Online Classification of Parkinsonian Speech Patterns -- Transformers for Genomic Prediction -- AI-assisted bronchoscopy in the intensive care unit: Corpus development and an application to anatomic position identification -- Bio-inspired & Soft Computing -- Evaluation of Mares Uterine Health based on Endometrial Biopsies using Image Processing and Machine Learning Techniques -- Computer Vision & Robotics -- X-COVNet: Externally Validated Model for Computer-Aided Diagnosis of Pneumonia-Like Lung Diseases in Chest X-Rays -- Fairtrees: A Deep Learning Approach for Identifying Deforestation on Satellite Images -- Ensembling Convolutional Neural Networks for Human Skin Segmentation -- Risk Assessment for Autonomous Landing in Urban Environments using Semantic Segmentation -- Visual SLAM in Underground Environments: Preliminary Results -- Sound-based Parakeets Detection System -- Knowledge Representation & Reasoning -- AI-based Medical Education: Coping with Clinical Decisions in GLARE-Edu -- Generating Contrastive Explanations from Gradual Semantics Ranking -- Automatic Classification of Secondary and High School Students Dropout Risk via Knowledge Graphs and Machine Learning -- Machine Learning -- Semi-Supervised Hierarchical Bayesian Multi-label Classification -- Advancing Photovoltaic Forecasting with Neural Networks: Integrating N-Beats and Sequential Models with Fourier Analysis -- Efficiency of the Transformer Model in Time Series Forecasting: A Case Study in Wastewater Treatment Plants -- Bayesian Regularized Iterative Soft Thresholding Algorithm -- Performance Evaluation of Data Analysis Techniques in Dry Bean Seed Classification Using kNN and MLP.-Integrating Convolutional Neural Networks and Omics to Promote Precision Medicine in Atopic Dermatitis -- Multi Agent Systems -- Reliability Analysis of Organization-based Multiagent System Designs -- Emotions Identification in Exchanges of Messages between Agents -- Explaining Task Delegation Through Argumentation Debates with Votes -- Natural Language Processing -- Te Ahorré Un Click: A Revised Definition of Clickbait and Detection in Spanish News -- Entrainment-Metrics: An Open-Source Toolkit for Quantifying Acoustic-Prosodic Entrainment in Spoken Dialogue -- Derivation Prompting: A Logic-Based Method for Improving Retrieval-Augmented Generation -- Information Extraction from Electronic Health Records written in Spanish for Epidemic Intelligence -- Social AI -- From AI Act to Public-Private-People Partnerships: Building AI as a Global Public Good -- Assessing AI's Persuasive Power: Can an AI Agent Influence Belief in News?
In:
Springer Nature eBook
Weitere Ausg.:
Printed edition: ISBN 9783031803659
Weitere Ausg.:
Printed edition: ISBN 9783031803673
Sprache:
Englisch
DOI:
10.1007/978-3-031-80366-6
URL:
https://doi.org/10.1007/978-3-031-80366-6
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