14th International Conference, MIWAI 2021, Virtual Event, July 2–3, 2021, Proceedings / Chomphuwiset, Phatthanaphong ; Kim, Junmo ; Pawara, Pornntiwa  

Público ISBD Ningún comentario para este título. Título : 14th International Conference, MIWAI 2021, Virtual Event, July 2–3, 2021, Proceedings Tipo de documento: documento electrónico Autores: Chomphuwiset, Phatthanaphong, ; Kim, Junmo, ; Pawara, Pornntiwa, Mención de edición: 1 ed. Editorial: [s.l.] : Springer Fecha de publicación: 2021 Número de páginas: XIV, 189 p. 80 ilustraciones, 52 ilustraciones en color. ISBN/ISSN/DL: 978-3-030-80253-0 Nota general: Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. Idioma : Inglés (eng) Palabras clave: Inteligencia artificial  Ingeniería Informática  Red de computadoras  Visión por computador  Ingeniería Informática y Redes Clasificación: 006.3 Resumen: Este libro constituye las actas arbitradas de la 14.ª Conferencia Internacional sobre Tendencias Multidisciplinarias en Inteligencia Artificial, MIWAI 2021, celebrada en línea en julio de 2021. Los 13 artículos completos y 3 artículos breves presentados fueron cuidadosamente revisados ​​y seleccionados entre 33 presentaciones. Cubren una amplia gama de temas en teoría, métodos y herramientas en subáreas de IA, como ciencia cognitiva, filosofía computacional, inteligencia computacional, teoría de juegos, aprendizaje automático, sistemas multiagente, lenguaje natural, representación y razonamiento, minería de datos. , voz, visión por computadora e Internet, así como sus aplicaciones en big data, bioinformática, biometría, soporte de decisiones, gestión del conocimiento, privacidad, sistemas de recomendación, seguridad, ingeniería de software, filtrado de spam, vigilancia, telecomunicaciones, servicios web e IoT. Nota de contenido: 3D Point Cloud Upsampling and Colorization using GAN -- Learning Behavioral Rules from Multi-Agent Simulations for Optimizing Hospital Processes -- An Open-World Novelty Generator for Authoring Reinforcement Learning Environment of Standardized Toolkits -- Book Cover and Content Similarity Retrieval using Computer Vision and NLP Techniques -- Fast Classification Learning with Neural Networks and Conceptors for Speech Recognition and Car Driving Maneuvers -- Feature Group Importance for Automated Essay Scoring -- Feature Extraction Efficient for Face Verification Based on Residual Network Architecture -- Acquiring Input Features from Stock Market Summaries: A NLG Perspective -- A Comparative of A New Hybrid based on Neural Networks and SARIMA Models for Time Series Forecasting -- Cartpole Problem with PDL and GP using Multi-Objective Fitness Functions Differing in A Priori Knowledge -- Learning Robot Arm Controls using Augmented Random Search in Simulated Environments -- An Analytical Evaluation of a Deep Learning Model to Detect Network Intrusion -- Application of Machine Learning Techniques to Predict Breast Cancer Survival -- Thai Handwritten Recognition on BEST2019 Datasets using Deep Learning -- Comparing of Multi-class Text Classification Methods for Automatic Ratings of Consumer Reviews -- Designing An Algorithm for Scheduling Tasks for Multiagent Systems. Tipo de medio : Computadora Summary : This book constitutes the refereed proceedings of the 14th International Conference on Multi-disciplinary Trends in Artificial Intelligence, MIWAI 2021, held online in July 2021. The 13 full papers and 3 short papers presented were carefully reviewed and selected from 33 submissions. They cover a wide range of topics in theory, methods, and tools in AI sub-areas such as cognitive science, computational philosophy, computational intelligence, game theory, machine learning, multi-agent systems, natural language, representation and reasoning, data mining, speech, computer vision and the Web as well as their applications in big data, bioinformatics, biometrics, decision support, knowledge management, privacy, recommender systems, security, software engineering, spam filtering, surveillance, telecommunications, Web services, and IoT. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] 14th International Conference, MIWAI 2021, Virtual Event, July 2–3, 2021, Proceedings [documento electrónico] / Chomphuwiset, Phatthanaphong, ; Kim, Junmo, ; Pawara, Pornntiwa,  . -  1 ed.  . - [s.l.] : Springer, 2021 . - XIV, 189 p. 80 ilustraciones, 52 ilustraciones en color. ISBN : 978-3-030-80253-0 Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos. Idioma : Inglés (eng) Palabras clave: Inteligencia artificial  Ingeniería Informática  Red de computadoras  Visión por computador  Ingeniería Informática y Redes Clasificación: 006.3 Resumen: Este libro constituye las actas arbitradas de la 14.ª Conferencia Internacional sobre Tendencias Multidisciplinarias en Inteligencia Artificial, MIWAI 2021, celebrada en línea en julio de 2021. Los 13 artículos completos y 3 artículos breves presentados fueron cuidadosamente revisados ​​y seleccionados entre 33 presentaciones. Cubren una amplia gama de temas en teoría, métodos y herramientas en subáreas de IA, como ciencia cognitiva, filosofía computacional, inteligencia computacional, teoría de juegos, aprendizaje automático, sistemas multiagente, lenguaje natural, representación y razonamiento, minería de datos. , voz, visión por computadora e Internet, así como sus aplicaciones en big data, bioinformática, biometría, soporte de decisiones, gestión del conocimiento, privacidad, sistemas de recomendación, seguridad, ingeniería de software, filtrado de spam, vigilancia, telecomunicaciones, servicios web e IoT. Nota de contenido: 3D Point Cloud Upsampling and Colorization using GAN -- Learning Behavioral Rules from Multi-Agent Simulations for Optimizing Hospital Processes -- An Open-World Novelty Generator for Authoring Reinforcement Learning Environment of Standardized Toolkits -- Book Cover and Content Similarity Retrieval using Computer Vision and NLP Techniques -- Fast Classification Learning with Neural Networks and Conceptors for Speech Recognition and Car Driving Maneuvers -- Feature Group Importance for Automated Essay Scoring -- Feature Extraction Efficient for Face Verification Based on Residual Network Architecture -- Acquiring Input Features from Stock Market Summaries: A NLG Perspective -- A Comparative of A New Hybrid based on Neural Networks and SARIMA Models for Time Series Forecasting -- Cartpole Problem with PDL and GP using Multi-Objective Fitness Functions Differing in A Priori Knowledge -- Learning Robot Arm Controls using Augmented Random Search in Simulated Environments -- An Analytical Evaluation of a Deep Learning Model to Detect Network Intrusion -- Application of Machine Learning Techniques to Predict Breast Cancer Survival -- Thai Handwritten Recognition on BEST2019 Datasets using Deep Learning -- Comparing of Multi-class Text Classification Methods for Automatic Ratings of Consumer Reviews -- Designing An Algorithm for Scheduling Tasks for Multiagent Systems. Tipo de medio : Computadora Summary : This book constitutes the refereed proceedings of the 14th International Conference on Multi-disciplinary Trends in Artificial Intelligence, MIWAI 2021, held online in July 2021. The 13 full papers and 3 short papers presented were carefully reviewed and selected from 33 submissions. They cover a wide range of topics in theory, methods, and tools in AI sub-areas such as cognitive science, computational philosophy, computational intelligence, game theory, machine learning, multi-agent systems, natural language, representation and reasoning, data mining, speech, computer vision and the Web as well as their applications in big data, bioinformatics, biometrics, decision support, knowledge management, privacy, recommender systems, security, software engineering, spam filtering, surveillance, telecommunications, Web services, and IoT. Enlace de acceso : https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...]

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