Buch, Englisch, 284 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 458 g
17th International Symposium on Neural Networks, ISNN 2020, Cairo, Egypt, December 4-6, 2020, Proceedings
Buch, Englisch, 284 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 458 g
Reihe: Theoretical Computer Science and General Issues
ISBN: 978-3-030-64220-4
Verlag: Springer International Publishing
The 24 papers presented in the two volumes were carefully reviewed and selected from 39 submissions. The papers were organized in topical sections named: optimization algorithms; neurodynamics, complex systems, and chaos; supervised/unsupervised/reinforcement learning/deep learning; models, methods and algorithms; and signal, image and video processing.
Zielgruppe
Research
Autoren/Hrsg.
Weitere Infos & Material
Optimization Algorithms.- Parameters Identification of Solar Cells Based on Classification Particle Swarm Optimization Algorithm.- A Quantum-Inspired Genetic K-Means Algorithm for Gene Clustering.- Spark Parallel Acceleration-based Optimal Scheduling for Air Compressor Group.- A PSO Based Technique for Optimal Integration of DG into the Power Distribution System.- Online Data-driven Surrogate-Assisted Particle Swarm Optimization for Traffic Flow Optimization.- Neurodynamics, Complex Systems, and Chaos.- Complex Dynamic Behaviors in a Discrete Chialvo Neuron Model Induced by Switching Mechanism.- Multi-Resolution Statistical Shape Models for Multi-Organ Shape Modelling.- A Neural Network for Distributed Optimization over Multiagent Networks.- Dynamically Weighted Model Predictive Control of Affine Nonlinear Systems Based on Two-timescale Neurodynamic Optimization.- An Efficient Method of Advertising on Online Social Networks.- Supervised/Unsupervised/Reinforcement Learning/Deep Learning.- Semantic Modulation Based Residual Network for Temporal Language Queries.- Grounding in Video.- AlTwo: Vehicle Recognition in Foggy Weather Based on Two-step Recognition Algorithm.- Development of a Drought Prediction System Based on Long Short-Term Memory Networks (LSTM).- Deep Point Cloud Odometry: a Deep Learning Based Odometry with 3D Laser Point Clouds.- Models, Methods and Algorithms.- Imputation of Incomplete Data Based on Attribute Cross Fitting Model and Iterative Missing Value Variables.- Adaptive Gaussian Noise Injection Regularization for Neural Networks.- Pattern Recognition Based on Improved Szmidt and Kacprzyk's Correlation Coefficient in Pythagorean Fuzzy Environment.- On Position and Attitude Control of Flapping Wing Micro-Aerial Vehicle.- Supply Chain Financing Model with Data Analysis under the Third-party Partial Guarantee.- Signal, Image and Video Processing.- Detecting Apples in Orchards Using YOLOv3 and YOLOv5 inGeneral and Close-up Images.- Robust Graph Regularized Non-negative Matrix Factorization for Image Clustering.- ContourRend: A Segmentation Method for Improving Contours by Rendering.- Edge Information Extraction of Overlapping Fiber Optical Microscope Imaging Based on Modified Watershed Algorithm.- A Visually Impaired Assistant using Neural Network and Image Recognition with Physical Navigation.
