Intelligent Computing Theories and Application : 15th International Conference, ICIC 2019, Nanchang, China, August 3-6, 2019, Proceedings, Part I / edited by De-Shuang Huang, Vitoantonio Bevilacqua, Prashan Premaratne.

Format:

Book

Contributor:

Huang, De-Shuang, Editor.

Bevilacqua, Vitoantonio, Editor.

Premaratne, Prashan, Editor.

SpringerLink (Online service)

Series:

Computer Science (SpringerNature-11645)

LNCS sublibrary. Information systems and applications, incl. Internet/Web, and HCI ; SL 3, 11643

Information Systems and Applications, incl. Internet/Web, and HCI ; 11643

Language:

English

Subjects (All):

Computer vision.

Artificial intelligence.

Computer networks.

Algorithms.

Computer Vision.

Artificial Intelligence.

Computer Communication Networks.

Local Subjects:

Computer Vision.

Artificial Intelligence.

Computer Communication Networks.

Algorithms.

Physical Description:

1 online resource (XXXV, 768 pages) : 373 illustrations, 270 illustrations in color.

Edition:

1st ed. 2019.

Contained In:

Springer Nature eBook

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2019.

System Details:

text file PDF

Summary:

This two-volume set of LNCS 11643 and LNCS 11644 constitutes - in conjunction with the volume LNAI 11645 - the refereed proceedings of the 15th International Conference on Intelligent Computing, ICIC 2019, held in Nanchang, China, in August 2019. The 217 full papers of the three proceedings volumes were carefully reviewed and selected from 609 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." Papers related to this theme are especially solicited, including theories, methodologies, and applications in science and technology.

Contents:

Solving Symmetric and Asymmetric Traveling Salesman Problems Through Probe Machine with Local Search

An Evolutionary Algorithm based on Multi-operator Ensemble for Multi-objective Optimization

Water Evaporation Optimization Algorithm based on Classification and Unbiased Search

A discrete sine cosine algorithm for community detection

Automatical Pulmonary Nodule Detection by Feature Contrast Learning

Unsupervised Cross-Domain Person Re-Identification Based on Style Transfer

Improving Object Detection by Deep Networks with Class-related Features

Dynamic Neural Network for Business and Market Analysis

ψ-type synchronization of memristor-based competitive neural networks with time-varying delays via nonlinear feedback control

A Computer Immune Optimization Algorithm Based on Group Evolutionary Strategy*

Sound field reproduction in reverberant room using the Alternating Direction Method of Multipliers based Lasso and regularized Least-Square

Improvement of Image Reconstruction Algorithm Based on CS

Automatic Badminton Action Recognition Using CNN with Adaptive Feature Extraction on Sensor Data

A Deep Learning Model for Multi-Label Classification Using Capsule Networks

Bundled Round Bars Counting Based on Iteratively Trained SVM

Combining LSTM Network Model and Wavelet Transform for Predicting Self-interacting Proteins

Coarse-to-Fine Supervised Descent Method for Face Alignment

Prediction of Chemical Oxygen Demand in Sewage Based on Support Vector Machine and Neural Network

Relaxed 2-D Principal Component Analysis By Lp Norm For Face Recognition

Palm Recognition Using the Adaptive LWT Based Sparse Representation Method

Dislocation Theory Based Level Set Image Segmentation

Out-of-stock Detection Based on Deep Learning

A Fractional-order Variational Residual CNN for Low Dose CT Image Denoising

CNN-SIFT Consecutive Searching and Matching for Wine Label Retrieval

Image Denoising via Multiple Images Nonlocally Means and Residual Tensor Decomposition

Identification of apple tree trunk diseases based on improved convolutional neural network with fused loss functions

Mirror PCA: exploiting facial symmetry for feature extraction

Face Image Super-Resolution via Sparse Representation and Local Texture Constraints

Convolutional Capsule-based Network for Person Re-Identification

Plant Leaf Recognition Based on Conditional Generative Adversarial Nets

Leaf Recognition Based on Capsule Network

Image Segmentation Based on Local Chan-Vese Model Combined with Fractional Order Derivative

Deep learning based fluid segmentation in retinal optical coherence tomography images

An Authentication Scheme in VANETs Based on Group Signature

Malware Detection in Android System Based on Change Perception

Model Analysis and Prediction of People's Travel Behaviors Under No Shared Bicycles

Research on Security Vulnerabilities Based on Artificial Intelligence

Privacy Preservation Based on Key Attribute and Structure Generalization of Social Network for Medical Data Publication

EmoSens - the Proposal of System for Recognition of Emotion with SDK Affectiva and various sensors

Smart-Scrolling: Improving Information Access Performance in Linear Layout Views for Small-Screen Devices

Scalable Distributed Genetic Algorithm using Apache Spark (S-GA)

EEG-based Seizure Diagnosis Using Discriminative Fractal Features From Feature Selection

Classifying Mixed Patterns of Proteins in High-throughput Microscopy Images Using Deep Neural Networks

Integration of Multimodal Data for Breast Cancer Classification Using a Hybrid Deep Learning Method

Liver Segmentation in CT Images with Adversarial Learning

Cascade Dense-unet for Prostate Segmentation in MR Images

A Percolation Algorithm to Discover Emerging Research Topics

Designing and Implementing Mobile Robot Navigation Based on Behavioral Programming

Weed Recognition in Wheat Field based on Sparse Representation Classification

Automatic Cloud Segmentation Based on Fused Fully Convolutional Networks

Label Propagation Based Semi-supervised Feature Selection to Decode Clinical Phenotype of Huntington's Disease

Urine Sediment Detection Based on Deep Learning

Identification of Apple Leaf Diseases Based on Convolutional Neural Network

Multiomics data analysis using tensor decomposition based unsupervised feature extraction

Sequence-based prediction of hot spots in protein-RNA complexes using an ensemble approach

Realtime Computer Vision-based Accurate Vehicle Counting and Speed Estimation for Highways

Comparison of Various Weighted K-Nearest Neighbor Methods for Positioning Systems Using Visible LED Lights

Parameters Optimization for Support Vector Regression based Indoor Visible Light Localization

A Novel Mechanism of Position Update in Multi-objective Particle Swarm Optimization

A New Multi-objective Particle Swarm Optimization Based on Linear Decreasing Velocity Update Mechanism

Cluster-head Selection for Energy-harvesting IoT Devices in Multi-tier 5G Cellular Networks

Segmenting Crop Disease Leaf Image by Modified Fully-Convolutional Networks

A Recognition Method for Italian Alphabet Gestures Based on Convolutional Neural Network

Two-stage Algorithm for Solving Multi-Depot Green Vehicle Routing Problem with Time Window

Hybrid Cross-entropy Algorithm for Mixed Model U-shaped Assembly Line Balancing Problem

Study on medical image report generation based on improved encoding-decoding method

Multi-verse Optimization Algorithm for Solving Two-dimensional TSP

A quaternion's encoding sine cosine algorithm

A Complex-valued Encoding Moth-flame Optimization Algorithm for Global Optimization

An Enhanced Whale Optimization Algorithm with Simplex Method

BFPA: Butterfly Strategy Flower Pollination Algorithm

Artificial Neural Network Hyperparameter Optimisation for Network Intrusion Detection.

Other Format:

Printed edition:

ISBN:

978-3-030-26763-6

9783030267636

Access Restriction:

Restricted for use by site license.