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Intelligence science III = 4th IFIP TC 12 International Conference, ICIS 2020, Durgapur, India, February 24-27, 2021 : revised selected papers /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Intelligence science III/ edited by Zhongzhi Shi, Mihir Chakraborty, Samarjit Kar.
其他題名:	4th IFIP TC 12 International Conference, ICIS 2020, Durgapur, India, February 24-27, 2021 : revised selected papers /
其他題名:	Intelligence science 3
其他作者:	Shi, Zhongzhi.
團體作者:	International Conference on Intelligence Science
出版者:	Cham :Springer International Publishing : : 2021.,
面頁冊數:	xiii, 317 p. :ill., digital ;24 cm.
內容註:	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 Data from 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 Intelligent System -- 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.
Contained By:	Springer Nature eBook
標題:	Artificial intelligence - Congresses. -
電子資源:	https://doi.org/10.1007/978-3-030-74826-5
ISBN:	9783030748265

Intelligence science III = 4th IFIP TC 12 International Conference, ICIS 2020, Durgapur, India, February 24-27, 2021 : revised selected papers /
Intelligence science III4th IFIP TC 12 International Conference, ICIS 2020, Durgapur, India, February 24-27, 2021 : revised selected papers /[electronic resource] :Intelligence science 3edited by Zhongzhi Shi, Mihir Chakraborty, Samarjit Kar. - Cham :Springer International Publishing :2021. - xiii, 317 p. :ill., digital ;24 cm. - IFIP advances in information and communication technology,6231868-4238 ;. - IFIP advances in information and communication technology ;623..

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 Data from 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 Intelligent System -- 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.

This book constitutes the refereed post-conference proceedings of the 4th International Conference on Intelligence Science, ICIS 2020, held in Durgapur, India, in February 2021 (originally November 2020) The 23 full papers and 4 short papers presented were carefully reviewed and selected from 42 submissions. One extended abstract is also included. They deal with key issues in brain cognition; uncertain theory; machine learning; data intelligence; language cognition; vision cognition; perceptual intelligence; intelligent robot; and medical artificial intelligence.

ISBN: 9783030748265

Standard No.: 10.1007/978-3-030-74826-5doiSubjects--Topical Terms:

606815
Artificial intelligence
--Congresses.

LC Class. No.: Q334 / .I57 2021

Dewey Class. No.: 006.3

Intelligence science III = 4th IFIP TC 12 International Conference, ICIS 2020, Durgapur, India, February 24-27, 2021 : revised selected papers /
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