44th German Conference on AI, Virtual Event, September 27 – October 1, 2021, Proceedings / Edelkamp, Stefan ; Möller, Ralf ; Rueckert, Elmar  

Público ISBD Ningún comentario para este registro. Título : 44th German Conference on AI, Virtual Event, September 27 – October 1, 2021, Proceedings Tipo de documento: documento electrónico Autores: Edelkamp, Stefan, ; Möller, Ralf, ; Rueckert, Elmar, Mención de edición: 1 ed. Editorial: [s.l.] : Springer Fecha de publicación: 2021 Número de páginas: XVIII, 372 p. 134 ilustraciones, 101 ilustraciones en color. ISBN/ISSN/DL: 978-3-030-87626-5 Nota general: Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. Palabras clave: Educación  Visión  Ingeniería Informática y Redes  Inteligencia artificial  Procesamiento de datos  Ingeniería Informática  Visión por computador  Procesamiento de imágenes  Computadoras y Educación  Red informática Índice Dewey: 006.3 Inteligencia artificial Resumen: Este libro constituye las actas arbitradas de la 44.ª Conferencia Alemana sobre Inteligencia Artificial, KI 2021, celebrada en septiembre/octubre de 2021. Debido a la pandemia de COVID-19, la conferencia se celebró de forma virtual. Los 16 artículos completos y 4 artículos breves con un resumen ampliado fueron cuidadosamente revisados ​​y seleccionados entre 59 presentaciones. Como serie de conferencias anuales bien establecida, KI se dedica a la investigación sobre teoría y aplicaciones en todos los métodos y áreas temáticas de la investigación de la IA. Nota de contenido: Circulant Maximum Variance Bases -- Quantified Boolean Solving for Achievement Games -- Knowledge Graph Based Question Answering System for Financial Securities -- Semi-unsupervised Learning: An In-depth Parameter Analysis -- Combining Transformer Generators with Convolutional Discriminators -- Explanation as a process: user-centric construction of multi-level and multi-modal explanations -- Multi-Type-TD-TSR - Extracting Tables from Document Images using a Multi-stage Pipeline for Table Detection and Table Structure Recognition: from OCR to Structured Table Representations -- A high-speed neural architecture search considering the number of weights -- Semantic Segmentation of Aerial Images using Binary Space Partitioning -- EVARS-GPR: EVent-triggered Augmented Refitting of Gaussian Process Regression for Seasonal Data -- Selective Pseudo-label Clustering -- Crop it, but not too much: the effects of mask-based image preprocessing on the classification of skin lesions . . . . A Demonstrator for Interactive Image Clustering and Fine-Tuning Neural Networks in Virtual Reality -- HUI-Audio-Corpus-German: A high quality TTS dataset -- Negation in Cognitive Reasoning -- Learning to Detect Adversarial Examples Based on Class Scores -- An agent architecture for knowledge discovery and evolution -- Demystifying Artificial Intelligence for End-Users: Findings from a Participatory Machine Learning Show -- Recent Advances in Counting and Sampling Markov Equivalent DAGs -- Approach to Reduce the Number of Conditional Independence Tests in the PC Algorithm -- Unsupervised Anomaly Detection for Financial Auditing with Model-Agnostic Explanations -- Approximation of Symmetries in Dynamic Probabilistic Relational Models -- Towards More Explicit Interaction Modelling in Agent-Based Simulation Using Affordance Schemata -- Critic Guided Segmentation of Rewarding Objects in First-Person Views.-Self-Supervised Domain Adaptation for Diabetic Retinopathy Grading using Vessel Image Reconstruction -- BehavE: Behaviour Understanding through Automated Generation of Situation Models. En línea: https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Link: https://biblioteca.umanizales.edu.co/ils/opac_css/index.php?lvl=notice_display&i 44th German Conference on AI, Virtual Event, September 27 – October 1, 2021, Proceedings [documento electrónico] / Edelkamp, Stefan, ; Möller, Ralf, ; Rueckert, Elmar,  . -  1 ed.  . - [s.l.] : Springer, 2021 . - XVIII, 372 p. 134 ilustraciones, 101 ilustraciones en color. ISBN : 978-3-030-87626-5 Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. Palabras clave: Educación  Visión  Ingeniería Informática y Redes  Inteligencia artificial  Procesamiento de datos  Ingeniería Informática  Visión por computador  Procesamiento de imágenes  Computadoras y Educación  Red informática Índice Dewey: 006.3 Inteligencia artificial Resumen: Este libro constituye las actas arbitradas de la 44.ª Conferencia Alemana sobre Inteligencia Artificial, KI 2021, celebrada en septiembre/octubre de 2021. Debido a la pandemia de COVID-19, la conferencia se celebró de forma virtual. Los 16 artículos completos y 4 artículos breves con un resumen ampliado fueron cuidadosamente revisados ​​y seleccionados entre 59 presentaciones. Como serie de conferencias anuales bien establecida, KI se dedica a la investigación sobre teoría y aplicaciones en todos los métodos y áreas temáticas de la investigación de la IA. Nota de contenido: Circulant Maximum Variance Bases -- Quantified Boolean Solving for Achievement Games -- Knowledge Graph Based Question Answering System for Financial Securities -- Semi-unsupervised Learning: An In-depth Parameter Analysis -- Combining Transformer Generators with Convolutional Discriminators -- Explanation as a process: user-centric construction of multi-level and multi-modal explanations -- Multi-Type-TD-TSR - Extracting Tables from Document Images using a Multi-stage Pipeline for Table Detection and Table Structure Recognition: from OCR to Structured Table Representations -- A high-speed neural architecture search considering the number of weights -- Semantic Segmentation of Aerial Images using Binary Space Partitioning -- EVARS-GPR: EVent-triggered Augmented Refitting of Gaussian Process Regression for Seasonal Data -- Selective Pseudo-label Clustering -- Crop it, but not too much: the effects of mask-based image preprocessing on the classification of skin lesions . . . . A Demonstrator for Interactive Image Clustering and Fine-Tuning Neural Networks in Virtual Reality -- HUI-Audio-Corpus-German: A high quality TTS dataset -- Negation in Cognitive Reasoning -- Learning to Detect Adversarial Examples Based on Class Scores -- An agent architecture for knowledge discovery and evolution -- Demystifying Artificial Intelligence for End-Users: Findings from a Participatory Machine Learning Show -- Recent Advances in Counting and Sampling Markov Equivalent DAGs -- Approach to Reduce the Number of Conditional Independence Tests in the PC Algorithm -- Unsupervised Anomaly Detection for Financial Auditing with Model-Agnostic Explanations -- Approximation of Symmetries in Dynamic Probabilistic Relational Models -- Towards More Explicit Interaction Modelling in Agent-Based Simulation Using Affordance Schemata -- Critic Guided Segmentation of Rewarding Objects in First-Person Views.-Self-Supervised Domain Adaptation for Diabetic Retinopathy Grading using Vessel Image Reconstruction -- BehavE: Behaviour Understanding through Automated Generation of Situation Models. En línea: https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] Link: https://biblioteca.umanizales.edu.co/ils/opac_css/index.php?lvl=notice_display&i

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