Artificial Intelligence and Machine Learning [electronic resource] : 34th Joint Benelux Conference, BNAIC/Benelearn 2022, Mechelen, Belgium, November 7-9, 2022, Revised Selected Papers / edited by Toon Calders, Celine Vens, Jefrey Lijffijt, Bart Goethals.

Colaborador(es): Calders, Toon [editor.] | Vens, Celine [editor.] | Lijffijt, Jefrey [editor.] | Goethals, Bart [editor.] | SpringerLink (Online service)Tipo de material: TextoTextoSeries Communications in Computer and Information Science ; 1805Editor: Cham : Springer Nature Switzerland : Imprint: Springer, 2023Edición: 1st ed. 2023Descripción: XII, 179 p. 48 illus., 43 illus. in color. online resourceTipo de contenido: text Tipo de medio: computer Tipo de portador: online resourceISBN: 9783031391446Tema(s): Artificial intelligence | Computer engineering | Computer networks  | Social sciences -- Data processing | Education -- Data processing | Artificial Intelligence | Computer Engineering and Networks | Computer Application in Social and Behavioral Sciences | Computers and EducationFormatos físicos adicionales: Printed edition:: Sin título; Printed edition:: Sin títuloClasificación CDD: 006.3 Clasificación LoC:Q334-342TA347.A78Recursos en línea: Libro electrónicoTexto
Contenidos:
Explainable Misinformation Detection from Text: A Critical Look -- Explaining Two Strange Learning Curves -- Recipe for Fast Large-scale SVM Training: Polishing, Parallelism, and more RAM! -- Automatic Generation of Product Concepts from Positive Examples, with an Application to Music Streaming -- A view on model misspecification in uncertainty quantification -- A Comparative Study of Sentence Embeddings for Unsupervised Extractive Multi-Document Summarization -- On-Device Deep Learning Location Category Inference Model -- Specificity and context dependent preferences in argumentation systems -- Model-Based Reinforcement Learning with State Abstraction: A Survey -- Symmetry and Dominance Breaking for Pseudo-Boolean Optimization -- Examining speaker and keyword uniqueness: Partitioning keyword spotting datasets for federated learning with the largest differencing method.
En: Springer Nature eBookResumen: This book contains a selection of the best papers of the 34th Benelux Conference on Artificial Intelligence, BNAIC/ BENELEARN 2022, held in Mechelen, Belgium, in November 2022. The 11 papers presented in this volume were carefully reviewed and selected from 134 regular submissions. They address various aspects of artificial intelligence such as natural language processing, agent technology, game theory, problem solving, machine learning, human-agent interaction, AI and education, and data analysis.
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Explainable Misinformation Detection from Text: A Critical Look -- Explaining Two Strange Learning Curves -- Recipe for Fast Large-scale SVM Training: Polishing, Parallelism, and more RAM! -- Automatic Generation of Product Concepts from Positive Examples, with an Application to Music Streaming -- A view on model misspecification in uncertainty quantification -- A Comparative Study of Sentence Embeddings for Unsupervised Extractive Multi-Document Summarization -- On-Device Deep Learning Location Category Inference Model -- Specificity and context dependent preferences in argumentation systems -- Model-Based Reinforcement Learning with State Abstraction: A Survey -- Symmetry and Dominance Breaking for Pseudo-Boolean Optimization -- Examining speaker and keyword uniqueness: Partitioning keyword spotting datasets for federated learning with the largest differencing method.

This book contains a selection of the best papers of the 34th Benelux Conference on Artificial Intelligence, BNAIC/ BENELEARN 2022, held in Mechelen, Belgium, in November 2022. The 11 papers presented in this volume were carefully reviewed and selected from 134 regular submissions. They address various aspects of artificial intelligence such as natural language processing, agent technology, game theory, problem solving, machine learning, human-agent interaction, AI and education, and data analysis.

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