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.
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.
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