Atjaunināt sīkdatņu piekrišanu

Intelligent Computing Theories and Application: 17th International Conference, ICIC 2021, Shenzhen, China, August 1215, 2021, Proceedings, Part I 1st ed. 2021 [Mīkstie vāki]

Edited by , Edited by , Edited by , Edited by , Edited by
  • Formāts: Paperback / softback, 889 pages, height x width: 235x155 mm, weight: 1395 g, 337 Illustrations, color; 125 Illustrations, black and white; XXXVI, 889 p. 462 illus., 337 illus. in color., 1 Paperback / softback
  • Sērija : Information Systems and Applications, incl. Internet/Web, and HCI 12836
  • Izdošanas datums: 10-Aug-2021
  • Izdevniecība: Springer Nature Switzerland AG
  • ISBN-10: 3030845214
  • ISBN-13: 9783030845216
  • Mīkstie vāki
  • Cena: 91,53 €*
  • * ši ir gala cena, t.i., netiek piemērotas nekādas papildus atlaides
  • Standarta cena: 107,69 €
  • Ietaupiet 15%
  • Grāmatu piegādes laiks ir 3-4 nedēļas, ja grāmata ir uz vietas izdevniecības noliktavā. Ja izdevējam nepieciešams publicēt jaunu tirāžu, grāmatas piegāde var aizkavēties.
  • Daudzums:
  • Ielikt grozā
  • Piegādes laiks - 4-6 nedēļas
  • Pievienot vēlmju sarakstam
  • Formāts: Paperback / softback, 889 pages, height x width: 235x155 mm, weight: 1395 g, 337 Illustrations, color; 125 Illustrations, black and white; XXXVI, 889 p. 462 illus., 337 illus. in color., 1 Paperback / softback
  • Sērija : Information Systems and Applications, incl. Internet/Web, and HCI 12836
  • Izdošanas datums: 10-Aug-2021
  • Izdevniecība: Springer Nature Switzerland AG
  • ISBN-10: 3030845214
  • ISBN-13: 9783030845216
This two-volume set of LNCS 12836 and LNCS 12837 constitutes - in conjunction with the volume LNAI 12838 - the refereed proceedings of the 17th International Conference on Intelligent Computing, ICIC 2021, held in Shenzhen, China in August 2021. The 192 full papers of the three proceedings volumes were carefully reviewed and selected from 458 submissions.







The ICIC theme unifies the picture of contemporary intelligent computing techniques as an integral concept that highlights the trends in advanced computational intelligence and bridges theoretical research with applications. The theme for this conference is Advanced Intelligent Computing Methodologies and Applications.





The papers are organized in the following subsections: Evolutionary Computation and Learning, Image and signal Processing, Information Security, Neural Networks, Pattern Recognition Swarm Intelligence and Optimization, and Virtual Reality and Human-Computer Interaction.
Evolutionary Computation and Learning.- Multi-Objective
Optimization-Based Task Offloading and Power Control for Mobile Edge
Computing.- An Evolutionary Neuron Model with Dendritic Computation for
Classification and Prediction.- An Improved Genetic Algorithm for Distributed
Job Shop Scheduling Problem.- An improved teaching-learning-based
optimization for multitask optimization problems.- Emotion Recognition from
Facial Expressions Using a Genetic Algorithm to Feature Extraction.- An
Efficient Competitive Swarm Optimizer for Solving Large-Scale Multi-objective
Optimization Problems.- KGT: An Application Mapping Algorithm Based on
KernighanLin Partition and Genetic Algorithm for WK-recursive NoC
Architecture.- Evolutionary Algorithms for Applications of Biological
Networks: A Review.- Computational prediction of protein-protein interactions
in plants using only sequence information.- Image and signal Processing.- A
Diabetic Retinopathy Classification Method Based on Novel Attention
Mechanism.- A Comparable Study on Dimensionality Reduction Methods for
Endmember Extraction.- Hyperspectral image classification with locally linear
embedding, 2D spatial filtering and SVM.- A Hierarchical Retrieval Method
Based on Hash Table for Audio Fingerprinting.- Automatic extraction of
document information based on OCR and image registration technology.- Using
Simplified Slime Mould Algorithm for Wireless Sensor Network Coverage
Problem.- Super-large medical image storage and display technology based on
concentrated points of interest.- Person Re-Identification Based on Hash.- A
robust and automatic recognition method of pointer instruments in power
system.- Partial Distillation of Deep Feature for Unsupervised Image Anomaly
Detection and Segmentation.- Speech Recognition Method For Home Service
Robots Based On CLSTM-HMM Hybrid Acoustic Model.- Serialized Local Feature
Representation Learning for Infrared-Visible Person Re-identification.- A
Novel Decision Mechanism for Image Edge Detection.- Rapid Earthquake
Assessment from Satellite Imagery using RPN and Yolo v3.- Attention-based
Deep Multi-Scale Network for Plant Leaf Recognition.- Information Security.-
Short Video Users' Personal Privacy Leakage and Protection Measures.- An
Efficient Video Steganography Method Based on HEVC    326.- Analysis on the
Application of Blockchain Technology in Ideological and Political Education
in Universities.- Parallel Security Video Streaming in Cloud Server
Environment.- An Efficient Video Steganography Scheme for Data Protection in
H.265/HEVC.- A Robust Lossless Steganography Method Based on H.264/AVC.-
Research on Application of Blockchain Technology in Higher Education in
China.- Neural Networks.- Multi-Class Text Classification Model Based on
Weighted Word Vector and BiLSTM-Attention Optimization.- Fault Diagnosis
Based on Unsupervised Neural Network in Tennessee Eastman process.-
Constraint Interpretable Double Parallel Neural Network and Its Applications
in the Petroleum Industry.- Alcoholism detection via 5-layer customized
convolution neural network.- A heterogeneous 1D convolutional architecture
for urban photovoltaic estimation.- Adversarial attacks and defenses in deep
learning: A survey.- Pattern Recognition.- Fine-Grained Recognition of Crop
Pests Based on Capsule Network with Attention Mechanism.- Small Object
recognition based on the Generative Adversarial Network and Multi-Instance
Learning.- Deep Learning Based Semantic Page Segmentation of Document Images
in Chinese and English.- Non-central Student-t Mixture of Student-t Processes
for Robust Regression and Prediction.- Multi-Class Tissue Classification in
Colorectal Cancer with Handcrafted and Deep Features.- Plant Leaf Recognition
Network Based on Fine-grained visual classification.- Anomaly Detection based
on Video Prediction and Latent Space constraints.- A Robust Distance
Regularized Potential Function for Level Set Image Segmentation.- Label
Similarity Based Graph Network for Badminton Activity Recognition .- MITT:
Musical Instrument Timbre Transfer based on the Multichannel Attention-Guided
Mechanism.- Classification of benign-malignant pulmonary nodules based on
multi-view improved dense network.- Deep Convolution Neural Network Based
Research on Recognition of Mine Vehicle Head and Tail.- Compact Finite-State
Super Transducers for Grapheme-to-Phoneme Conversion in Highly Inflected
Languages.- Swarm Intelligence and Optimization.- An improved SMA algorithm
for solving global optimization problems.- An Improved Chicken Swarm
Optimization Algorithm with Fireworks Factor.- An Improved Lagrangian
Relaxation Algorithm for Solving the Lower Bound of Production Logistics.-
Multidimensional Estimation of Distribution Algorithm for Distributed No-Wait
Flow-Shop Scheduling Problem with Sequence-Independent Setup Times and
Release Dates.- Hybrid whale optimization algorithm for solving green open
vehicle routingproblem with time windows.- Hybrid Grey Wolf Optimizer for
Vehicle Routing Problem with Multiple Time Windows.- Spatial prediction of
stock opening price based on improved whale optimized twin support vector
regression.- Channel Assignment Algorithm Based on Discrete BFO for Wireless
Monitoring Networks.- A multi-objective particle swarm optimization algorithm
embedded with maximum fitness function for dual-resources constrained
flexible job shop scheduling.- An Improved Firefly Algorithm for Generalized
Traveling Salesman Problem.- Virtual Reality and Human-Computer Interaction.-
User study on an online-training system of activity in daily life for the
visually impaired.- Person Property Estimation based on 2D LiDAR Data using
Deep Neural Network.- Detection of Pointing Position by Omnidirectional
Camera.- Optimization of Low-speed Dual Rotor Axial Flux Generator Design
through Electromagnetic Modelling and Simulation.- A Lightweight Attention
Fusion Module for Multi-Sensor 3-D Object Detection.- Regression-Aware
Classification Feature for Pedestrian Detection and Tracking in Video
Surveillance Systems.- Efficient Face Detector Using Spatial Attention Module
in Real-time Application on an Edge Device.- Non-tactile Thumb Tip
Measurement System for Encouraging Rehabilitation After Surgery.- Real-time
Prediction of Future 3D Pose of Person using RGB-D camera for Personalized
Services.- ROS2-based Distributed System Implementation for Logging Indoor
Human Activities.- The Virtual Camera Path in 3D Animation.