Intelligence science III : 4th IFIP TC 12 international conference, ICIS 2020, Durgapur, India, February 24-27, 2021 : revised selected papers

Responsibility
Zhongzhi Shi, Mihir Chakraborty, Samarjit Kar (eds.).
Publication
Cham : Springer, [2021]
Physical description
1 online resource (xiii, 317 pages) : illustrations
Series
IFIP advances in information and communication technology ; 623. 1868-4238

Online

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Description

Contents/Summary

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.

Bibliographic information

Publication date
2021
Title variation
ICIS 2020
Series
IFIP advances in information and communication technology, 1868-4238 ; 623
Note
International conference proceedings.
Includes author index.
ISBN
9783030748265 (electronic bk.)
303074826X (electronic bk.)
9783030748258
DOI
10.1007/978-3-030-74826-5
Librarian view | Catkey: 13876765