| Description |
1 online resource (xiii, 317 pages) : illustrations |
| Series |
IFIP advances in information and communication technology, 1868-4238 ; 623 |
|
IFIP advances in information and communication technology ; 623. 1868-4238
|
| Contents |
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 |
| Summary |
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 |
| Notes |
International conference proceedings |
|
Includes author index |
|
Online resource; title from PDF title page (SpringerLink, viewed April 22, 2021) |
| Subject |
Artificial intelligence -- Congresses
|
|
Machine learning -- Congresses
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|
Artificial intelligence
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Machine learning
|
| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
|
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Actes de congrès.
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| Form |
Electronic book
|
| Author |
Shi, Zhongzhi, editor.
|
|
Chakraborty, Mihir, editor.
|
|
Kar, Samarjit, editor.
|
| ISBN |
9783030748265 |
|
303074826X |
|
