Del 623 - IFIP Advances in Information and Communication Technology

Intelligence Science III

4th IFIP TC 12 International Conference, ICIS 2020, Durgapur, India, February 24–27, 2021, Revised Selected Papers

Inbunden, Engelska, 2021

Av Zhongzhi Shi, Mihir Chakraborty, Samarjit Kar

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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.

Produktinformation

Utgivningsdatum2021-04-15
Mått155 x 235 x undefined mm
FormatInbunden
SpråkEngelska
SerieIFIP Advances in Information and Communication Technology
Antal sidor317
FörlagSpringer Nature Switzerland AG
ISBN9783030748258

Tillhör följande kategorier

Hårdvara inom Data och it
Artificiell intelligens inom Data och it
Nätverk och kommunikation inom Data och it
Referensverk och tvärvetenskap inom Samhalle och politik

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.