Advances in Neural Networks – ISNN 2020: 17th International Symposium on Neural Networks, ISNN 2020, Cairo, Egypt, December 4–6, 2020, Proceedings: Lecture Notes in Computer Science, cartea 12557
Editat de Min Han, Sitian Qin, Nian Zhangen Limba Engleză Paperback – 29 noi 2020
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Specificații
ISBN-13: 9783030642204
ISBN-10: 3030642208
Pagini: 284
Ilustrații: XIII, 284 p. 128 illus., 98 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.42 kg
Ediția:1st ed. 2020
Editura: Springer International Publishing
Colecția Springer
Seriile Lecture Notes in Computer Science, Theoretical Computer Science and General Issues
Locul publicării:Cham, Switzerland
ISBN-10: 3030642208
Pagini: 284
Ilustrații: XIII, 284 p. 128 illus., 98 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.42 kg
Ediția:1st ed. 2020
Editura: Springer International Publishing
Colecția Springer
Seriile Lecture Notes in Computer Science, Theoretical Computer Science and General Issues
Locul publicării:Cham, Switzerland
Cuprins
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.