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Advances in Neural Networks - ISNN 2020 17th International Symposium on Neural Networks, ISNN 2020, Cairo, Egypt, December 4-6, 2020, Proceedings
Title
Advances in Neural Networks - ISNN 2020 [electronic resource] : 17th International Symposium on Neural Networks, ISNN 2020, Cairo, Egypt, December 4-6, 2020, Proceedings / edited by Min Han, Sitian Qin, Nian Zhang.
ISBN
9783030642211
Edition
1st ed. 2020.
Publication
Cham : Springer International Publishing : Imprint: Springer, 2020.
Physical Description
1 online resource (XIII, 284 p.) 128 illus., 98 illus. in color.
Local Notes
Access is available to the Yale community.
Access and use
Access restricted by licensing agreement.
Summary
This volume LNCS 12557 constitutes the refereed proceedings of the 17th International Symposium on Neural Networks, ISNN 2020, held in Cairo, Egypt, in December 2020. 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.
Variant and related titles
Springer ENIN.
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Printed edition:
Format
Books / Online
Language
English
Added to Catalog
April 05, 2023
Series
Theoretical Computer Science and General Issues, 12557
Contents
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 in General 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.
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