Intelligent Computing Theories and Application 15th International Conference, ICIC 2019, Nanchang, China, August 3–6, 2019, Proceedings, Part I

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.

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...

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Bibliographic Details
Corporate Author: SpringerLink (Online service)
Other Authors: Huang, De-Shuang (Editor), Bevilacqua, Vitoantonio (Editor), Premaratne, Prashan (Editor)
Format: eBook
Language:English
Published: Cham : Springer International Publishing : Imprint: Springer, 2019.
Edition:1st ed. 2019.
Series:Information Systems and Applications, incl. Internet/Web, and HCI ; 11643
Springer eBook Collection.
Subjects:
Optical data processing.
Artificial intelligence.
Computer communication systems.
Algorithms.
Electronic resources (E-books)
Online Access:Click to view e-book
Holy Cross Note:Loaded electronically.
Electronic access restricted to members of the Holy Cross Community.
Table of 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.

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