東華大學圖書館 |

Advances in artificial intelligence - IBERAMIA 2024 = 18th Ibero-American Conference on AI, Montevideo, Uruguay, November 13-15, 2024 : proceedings /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Advances in artificial intelligence - IBERAMIA 2024/ edited by Luís Correia, Aiala Rosá, Francisco Garijo.
其他題名:	18th Ibero-American Conference on AI, Montevideo, Uruguay, November 13-15, 2024 : proceedings /
其他題名:	IBERAMIA 2024
其他作者:	Correia, Luís.
團體作者:	Ibero-American Conference on Artificial Intelligence
出版者:	Cham :Springer Nature Switzerland : : 2025.,
面頁冊數:	xiv, 523 p. :ill. (chiefly color), digital ;24 cm.
內容註:	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?
Contained By:	Springer Nature eBook
標題:	Artificial intelligence - Congresses. -
電子資源:	https://doi.org/10.1007/978-3-031-80366-6
ISBN:	9783031803666

Advances in artificial intelligence - IBERAMIA 2024 = 18th Ibero-American Conference on AI, Montevideo, Uruguay, November 13-15, 2024 : proceedings /
Advances in artificial intelligence - IBERAMIA 202418th Ibero-American Conference on AI, Montevideo, Uruguay, November 13-15, 2024 : proceedings /[electronic resource] :IBERAMIA 2024edited by Luís Correia, Aiala Rosá, Francisco Garijo. - Cham :Springer Nature Switzerland :2025. - xiv, 523 p. :ill. (chiefly color), digital ;24 cm. - Lecture notes in computer science,152771611-3349 ;. - Lecture notes in computer science ;15277..

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?

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.

ISBN: 9783031803666

Standard No.: 10.1007/978-3-031-80366-6doiSubjects--Topical Terms:

606815
Artificial intelligence
--Congresses.

LC Class. No.: Q334

Dewey Class. No.: 006.3

Advances in artificial intelligence - IBERAMIA 2024 = 18th Ibero-American Conference on AI, Montevideo, Uruguay, November 13-15, 2024 : proceedings /
LDR:05208nmm a2200349 a 4500 001 2408735
003 DE-He213
005 20250225120753.0
006 m d
007 cr nn 008maaau
008 260204s2025 sz s 0 eng d
020 $a 9783031803666 $q (electronic bk.)
020 $a 9783031803659 $q (paper)
024 7 $a 10.1007/978-3-031-80366-6 $2 doi
035 $a 978-3-031-80366-6
040 $a GP $c GP
041 0 $a eng
050 4 $a Q334
072 7 $a UYQ $2 bicssc
072 7 $a COM004000 $2 bisacsh
072 7 $a UYQ $2 thema
082 0 4 $a 006.3 $2 23
090 $a Q334 $b .I12 2024
111 2 $a Ibero-American Conference on Artificial Intelligence $n (18th : $d 2024 : $c Montevideo, Uruguay) $3 3781484
245 1 0 $a Advances in artificial intelligence - IBERAMIA 2024 $h [electronic resource] : $b 18th Ibero-American Conference on AI, Montevideo, Uruguay, November 13-15, 2024 : proceedings / $c edited by Luís Correia, Aiala Rosá, Francisco Garijo.
246 3 $a IBERAMIA 2024
260 $a Cham : $b Springer Nature Switzerland : $b Imprint: Springer, $c 2025.
300 $a xiv, 523 p. : $b ill. (chiefly color), digital ; $c 24 cm.
490 1 $a Lecture notes in computer science, $x 1611-3349 ; $v 15277
505 0 $a 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?
520 $a 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.
650 0 $a Artificial intelligence $v Congresses. $3 606815
650 1 4 $a Artificial Intelligence. $3 769149
650 2 4 $a Probability and Statistics in Computer Science. $3 891072
650 2 4 $a Computer Vision. $3 3538524
650 2 4 $a Computer Communication Networks. $3 775497
650 2 4 $a Computer Application in Social and Behavioral Sciences. $3 3538516
650 2 4 $a Database Management. $3 891010
700 1 $a Correia, Luís. $3 3781485
700 1 $a Rosá, Aiala. $3 3781486
700 1 $a Garijo, Francisco. $3 3781487
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer Nature eBook
830 0 $a Lecture notes in computer science ; $v 15277. $3 3781488
856 4 0 $u https://doi.org/10.1007/978-3-031-80366-6
950 $a Computer Science (SpringerNature-11645)