Intelligent Computing Theories and Application
Springer International Publishing (Verlag)
978-3-030-84521-6 (ISBN)
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 Kernighan-Lin 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 Segmenta
| Erscheinungsdatum | 11.08.2021 |
|---|---|
| Reihe/Serie | Information Systems and Applications, incl. Internet/Web, and HCI | Lecture Notes in Computer Science |
| Zusatzinfo | XXXVI, 889 p. 462 illus., 337 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 1395 g |
| Themenwelt | Informatik ► Grafik / Design ► Digitale Bildverarbeitung |
| Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik | |
| Schlagworte | Applications • Artificial Intelligence • Computer Networks • Computer Science • Computer systems • computer vision • conference proceedings • Correlation Analysis • Data Security • evolutionary algorithms • Image Analysis • Image Processing • image reconstruction • Image Segmentation • Informatics • machine learning • Network Protocols • Neural networks • pattern recognition • Research • Signal Processing • Swarm intelligence |
| ISBN-10 | 3-030-84521-4 / 3030845214 |
| ISBN-13 | 978-3-030-84521-6 / 9783030845216 |
| Zustand | Neuware |
| Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
| Haben Sie eine Frage zum Produkt? |
aus dem Bereich
