Advances in Neural Networks – ISNN 2020
Springer International Publishing (Verlag)
978-3-030-64220-4 (ISBN)
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.
Erscheinungsdatum | 04.01.2021 |
---|---|
Reihe/Serie | Lecture Notes in Computer Science | Theoretical Computer Science and General Issues |
Zusatzinfo | XIII, 284 p. 128 illus., 98 illus. in color. |
Verlagsort | Cham |
Sprache | englisch |
Maße | 155 x 235 mm |
Gewicht | 462 g |
Themenwelt | Informatik ► Theorie / Studium ► Algorithmen |
Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik | |
Mathematik / Informatik ► Mathematik ► Analysis | |
Schlagworte | Algorithm analysis and problem complexity • Applications • Artificial Intelligence • Computer Science • computer vision • conference proceedings • design and analysis of algorithms • evolutionary algorithms • Genetic algorithms • Informatics • Information Systems Applications • Information Theory • machine learning • Mathematical Analysis • Models of Computation • Neural networks • Research • Theory and algorithms for application domains |
ISBN-10 | 3-030-64220-8 / 3030642208 |
ISBN-13 | 978-3-030-64220-4 / 9783030642204 |
Zustand | Neuware |
Haben Sie eine Frage zum Produkt? |
aus dem Bereich