| TÃtulo : |
Knowledge Management and Acquisition for Intelligent Systems : 16th Pacific Rim Knowledge Acquisition Workshop, PKAW 2019, Cuvu, Fiji, August 26–27, 2019, Proceedings / |
| Tipo de documento: |
documento electrónico |
| Autores: |
Ohara, Kouzou, ; Bai, Quan, |
| Mención de edición: |
1 ed. |
| Editorial: |
[s.l.] : Springer |
| Fecha de publicación: |
2019 |
| Número de páginas: |
X, 195 p. 104 ilustraciones, 58 ilustraciones en color. |
| ISBN/ISSN/DL: |
978-3-030-30639-7 |
| 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 Red de computadoras IngenierÃa de software Ciencias sociales Redes de comunicación informática Aplicación informática en ciencias sociales y del comportamiento. |
| Clasificación: |
006.3 |
| Resumen: |
Este libro constituye las actas del 16º Taller Internacional sobre Gestión y Adquisición de Conocimiento para Sistemas Inteligentes, PKAW 2019, celebrado en Cuvu, Fiji, en agosto de 2019. Los 9 artÃculos completos y los 7 artÃculos breves incluidos en este volumen fueron cuidadosamente revisados ​​y seleccionados de 38 presentaciones iniciales. Los artÃculos cubren trabajos de investigación avanzados que contribuyen a los aspectos técnicos y teóricos en los campos de sistemas/agentes inteligentes, procesamiento del lenguaje natural y aplicaciones de técnicas de aprendizaje automático, incluido el aprendizaje profundo, a problemas del mundo real. |
| Nota de contenido: |
Estimating difficulty score of visual search in images for semi-supervised object detection -- Improving Named Entity Recognition with Commonsense Knowledge Pre-training -- Neurofeedback and AI for Analyzing Child Temperament and Attention Levels -- Finding Diachronic Objects of Drifting Descriptions by Similar Mentions -- A max-min conflict algorithm for the stable marriage problem -- Empirical Evaluation of Deep Learning-based Travel Time Prediction -- Marine Vertebrate Predator Detection and Recognition in Underwater Videos by Region Convolutional Neural Network -- Constructing Dataset Based on Concept Hierarchy for Evaluating Word Vectors Learned from Multisense Words -- Adaptive Database's Performance Tuning based on Reinforcement learning -- Prior-knowledge-embedded LDA with word2vec - for detecting speciï¬c topics in documents -- Comparative Analysis of Intelligent Personal Agent Performance -- Toxicity Prediction by Multimodal Deep Learning -- Context-Aware Influence Diffusion in Online Social Networks -- Network Embedding via Self-Adjusting Random Walk -- Study on Influencers of Cryptocurrency Follow-network on GitHub -- A Cross-Domain Theory of Mental Models. |
| Tipo de medio : |
Computadora |
| Summary : |
This book constitutes the proceedings of the 16th International Workshop on Knowledge Management and Acquisition for Intelligent Systems, PKAW 2019, held in Cuvu, Fiji, in August 2019. The 9 full papers and 7 short papers included in this volume were carefully reviewed and selected from 38 initial submissions. The papers cover advanced research work that contributes to the technical and theoretical aspects in the ï¬elds of intelligent systems/agents, natural language processing, and applications of machine learning techniques including Deep Learning to real world problems. |
| Enlace de acceso : |
https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] |
Knowledge Management and Acquisition for Intelligent Systems : 16th Pacific Rim Knowledge Acquisition Workshop, PKAW 2019, Cuvu, Fiji, August 26–27, 2019, Proceedings / [documento electrónico] / Ohara, Kouzou, ; Bai, Quan, . - 1 ed. . - [s.l.] : Springer, 2019 . - X, 195 p. 104 ilustraciones, 58 ilustraciones en color. ISBN : 978-3-030-30639-7 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 Red de computadoras IngenierÃa de software Ciencias sociales Redes de comunicación informática Aplicación informática en ciencias sociales y del comportamiento. |
| Clasificación: |
006.3 |
| Resumen: |
Este libro constituye las actas del 16º Taller Internacional sobre Gestión y Adquisición de Conocimiento para Sistemas Inteligentes, PKAW 2019, celebrado en Cuvu, Fiji, en agosto de 2019. Los 9 artÃculos completos y los 7 artÃculos breves incluidos en este volumen fueron cuidadosamente revisados ​​y seleccionados de 38 presentaciones iniciales. Los artÃculos cubren trabajos de investigación avanzados que contribuyen a los aspectos técnicos y teóricos en los campos de sistemas/agentes inteligentes, procesamiento del lenguaje natural y aplicaciones de técnicas de aprendizaje automático, incluido el aprendizaje profundo, a problemas del mundo real. |
| Nota de contenido: |
Estimating difficulty score of visual search in images for semi-supervised object detection -- Improving Named Entity Recognition with Commonsense Knowledge Pre-training -- Neurofeedback and AI for Analyzing Child Temperament and Attention Levels -- Finding Diachronic Objects of Drifting Descriptions by Similar Mentions -- A max-min conflict algorithm for the stable marriage problem -- Empirical Evaluation of Deep Learning-based Travel Time Prediction -- Marine Vertebrate Predator Detection and Recognition in Underwater Videos by Region Convolutional Neural Network -- Constructing Dataset Based on Concept Hierarchy for Evaluating Word Vectors Learned from Multisense Words -- Adaptive Database's Performance Tuning based on Reinforcement learning -- Prior-knowledge-embedded LDA with word2vec - for detecting speciï¬c topics in documents -- Comparative Analysis of Intelligent Personal Agent Performance -- Toxicity Prediction by Multimodal Deep Learning -- Context-Aware Influence Diffusion in Online Social Networks -- Network Embedding via Self-Adjusting Random Walk -- Study on Influencers of Cryptocurrency Follow-network on GitHub -- A Cross-Domain Theory of Mental Models. |
| Tipo de medio : |
Computadora |
| Summary : |
This book constitutes the proceedings of the 16th International Workshop on Knowledge Management and Acquisition for Intelligent Systems, PKAW 2019, held in Cuvu, Fiji, in August 2019. The 9 full papers and 7 short papers included in this volume were carefully reviewed and selected from 38 initial submissions. The papers cover advanced research work that contributes to the technical and theoretical aspects in the ï¬elds of intelligent systems/agents, natural language processing, and applications of machine learning techniques including Deep Learning to real world problems. |
| Enlace de acceso : |
https://link-springer-com.biblioproxy.umanizales.edu.co/referencework/10.1007/97 [...] |
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