Título :	4th IFIP TC 12 International Conference, ICIS 2020, Durgapur, India, February 24–27, 2021, Revised Selected Papers
Tipo de documento:	documento electrónico
Autores:	Shi, Zhongzhi, ; Chakraborty, Mihir, ; Kar, Samarjit,
Mención de edición:	1 ed.
Editorial:	[s.l.] : Springer
Fecha de publicación:	2021
Número de páginas:	XIII, 317 p. 47 ilustraciones
ISBN/ISSN/DL:	978-3-030-74826-5
Nota general:	Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.
Palabras clave:	Teoría de la información  Ingeniería Informática y Redes  Inteligencia Computacional  Teoría de la codificación y la información  Redes de comunicación informática  Inteligencia artificial  Teoría de la codificación  Red informática  Ingeniería Informática
Índice Dewey:	006.3 Inteligencia artificial
Resumen:	Este libro constituye las actas arbitradas posteriores a la conferencia de la 4.ª Conferencia Internacional sobre Ciencia de la Inteligencia, ICIS 2020, celebrada en Durgapur (India) en febrero de 2021 (originalmente en noviembre de 2020). Los 23 artículos completos y los 4 artículos breves presentados fueron cuidadosamente revisados ​​y seleccionados de 42 presentaciones. También se incluye un resumen ampliado. Abordan cuestiones clave en cognición cerebral; teoría incierta; aprendizaje automático; inteligencia de datos; cognición del lenguaje; cognición visual; inteligencia perceptiva; robot inteligente; e inteligencia artificial médica.
Nota de contenido:	Brain Cognition -- Mind Modeling in Intelligence Science -- Some Discussions on Subjectivity of Machine and its Function -- Hexagon of Intelligence -- Uncertain Theory -- Interactive Granular Computing Model for Intelligent Systems -- A framework for the approximation of relations -- Logical treatment of incomplete/uncertain information relying on different systems of rough sets -- Possibility theory and possibilistic logic: Tools for reasoning under and about incomplete information -- Machine Learning -- Similarity-based Rough Sets with Annotation Using Deep Learning -- P-T Probability Framework and Semantic Information G Theory Tested by Seven Difficult Tasks -- Trilevel Multi-Criteria Decision Analysis based on Three-Way Decision -- Recurrent Self-evolving Takagi–Sugeno–Kan Fuzzy Neural Network (RST-FNN) based Type-2 Diabetic Modeling -- Granulated Tables with Frequency by Discretization and Their Application -- Data Intelligence -- Person Authentication by Gait Datafrom Smartphone Sensors using Convolutional Autoencoder -- Research on Personal Credit Risk Assessment Model Based on Instance-based Transfer Learning -- Language Cognition -- From Texts to Classification Knowledge -- ANAS： Sentence similarity calculation based on automatic neural architecture search -- Fully interval integer transhipment problem- A solution approach -- Vision Cognition -- Novel image compression and deblockingapproach using BPN and Deep neural network architecture -- Characterization of Orderly Behavior of Human Crowd in Videos Using Deep Learning -- Perceptual Intelligence -- Stability Analysis of Imprecise Prey-Predator Model -- Comparative Performance Study on Human Activity Recognition with Deep Neural Networks -- Intelligent Robot -- Beam and Ball Plant System Controlling Using Intuitionistic Fuzzy Control -- Application of pinching method to quantify sensitivity of reactivity coefficients on power defect -- Computation with Democracy An IntelligentSystem -- Medical Artificial Intelligence -- Economy and Unemployment Due to COVID19 Secondary ResearchL -- Optimal Control of Dengue-Chikungunya Co-infection: A mathematical Study -- Comparative analysis of machine learning algorithms for categorizing eye diseases.
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

4th IFIP TC 12 International Conference, ICIS 2020, Durgapur, India, February 24–27, 2021, Revised Selected Papers [documento electrónico] / Shi, Zhongzhi, ; Chakraborty, Mihir, ; Kar, Samarjit,  . -  1 ed.  . - [s.l.] : Springer, 2021 . - XIII, 317 p. 47 ilustraciones.
ISBN : 978-3-030-74826-5
Libro disponible en la plataforma SpringerLink. Descarga y lectura en formatos PDF, HTML y ePub. Descarga completa o por capítulos.

Palabras clave:	Teoría de la información  Ingeniería Informática y Redes  Inteligencia Computacional  Teoría de la codificación y la información  Redes de comunicación informática  Inteligencia artificial  Teoría de la codificación  Red informática  Ingeniería Informática
Índice Dewey:	006.3 Inteligencia artificial
Resumen:	Este libro constituye las actas arbitradas posteriores a la conferencia de la 4.ª Conferencia Internacional sobre Ciencia de la Inteligencia, ICIS 2020, celebrada en Durgapur (India) en febrero de 2021 (originalmente en noviembre de 2020). Los 23 artículos completos y los 4 artículos breves presentados fueron cuidadosamente revisados ​​y seleccionados de 42 presentaciones. También se incluye un resumen ampliado. Abordan cuestiones clave en cognición cerebral; teoría incierta; aprendizaje automático; inteligencia de datos; cognición del lenguaje; cognición visual; inteligencia perceptiva; robot inteligente; e inteligencia artificial médica.
Nota de contenido:	Brain Cognition -- Mind Modeling in Intelligence Science -- Some Discussions on Subjectivity of Machine and its Function -- Hexagon of Intelligence -- Uncertain Theory -- Interactive Granular Computing Model for Intelligent Systems -- A framework for the approximation of relations -- Logical treatment of incomplete/uncertain information relying on different systems of rough sets -- Possibility theory and possibilistic logic: Tools for reasoning under and about incomplete information -- Machine Learning -- Similarity-based Rough Sets with Annotation Using Deep Learning -- P-T Probability Framework and Semantic Information G Theory Tested by Seven Difficult Tasks -- Trilevel Multi-Criteria Decision Analysis based on Three-Way Decision -- Recurrent Self-evolving Takagi–Sugeno–Kan Fuzzy Neural Network (RST-FNN) based Type-2 Diabetic Modeling -- Granulated Tables with Frequency by Discretization and Their Application -- Data Intelligence -- Person Authentication by Gait Datafrom Smartphone Sensors using Convolutional Autoencoder -- Research on Personal Credit Risk Assessment Model Based on Instance-based Transfer Learning -- Language Cognition -- From Texts to Classification Knowledge -- ANAS： Sentence similarity calculation based on automatic neural architecture search -- Fully interval integer transhipment problem- A solution approach -- Vision Cognition -- Novel image compression and deblockingapproach using BPN and Deep neural network architecture -- Characterization of Orderly Behavior of Human Crowd in Videos Using Deep Learning -- Perceptual Intelligence -- Stability Analysis of Imprecise Prey-Predator Model -- Comparative Performance Study on Human Activity Recognition with Deep Neural Networks -- Intelligent Robot -- Beam and Ball Plant System Controlling Using Intuitionistic Fuzzy Control -- Application of pinching method to quantify sensitivity of reactivity coefficients on power defect -- Computation with Democracy An IntelligentSystem -- Medical Artificial Intelligence -- Economy and Unemployment Due to COVID19 Secondary ResearchL -- Optimal Control of Dengue-Chikungunya Co-infection: A mathematical Study -- Comparative analysis of machine learning algorithms for categorizing eye diseases.
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