Advances in Swarm Intelligence : 10th International Conference, ICSI 2019, Chiang Mai, Thailand, July 26-30, 2019, Proceedings, Part II / edited by Ying Tan, Yuhui Shi, Ben Niu.

Format:

Book

Contributor:

Tan, Ying., Editor.

Shi, Yuhui, Editor.

Niu, Ben, Editor.

SpringerLink (Online service)

Series:

Computer Science (SpringerNature-11645)

LNCS sublibrary. Theoretical computer science and general issues 2512-2029 ; SL 1, 11656

Theoretical Computer Science and General Issues, 2512-2029 ; 11656

Language:

English

Subjects (All):

Algorithms.

Artificial intelligence.

Computer networks.

Computer arithmetic and logic units.

Application software.

Artificial Intelligence.

Computer Communication Networks.

Arithmetic and Logic Structures.

Computer and Information Systems Applications.

Local Subjects:

Algorithms.

Artificial Intelligence.

Computer Communication Networks.

Arithmetic and Logic Structures.

Computer and Information Systems Applications.

Physical Description:

1 online resource (XX, 414 pages) : 230 illustrations, 115 illustrations in color.

Edition:

1st ed. 2019.

Contained In:

Springer Nature eBook

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2019.

System Details:

text file PDF

Summary:

The two-volume set of LNCS 11655 and 11656 constitutes the proceedings of the 10th International Conference on Advances in Swarm Intelligence, ICSI 2019, held in Chiang Mai, Thailand, in June 2019. The total of 82 papers presented in these volumes was carefully reviewed and selected from 179 submissions. The papers were organized in topical sections as follows: Part I: Novel methods and algorithms for optimization; particle swarm optimization; ant colony optimization; fireworks algorithms and brain storm optimization; swarm intelligence algorithms and improvements; genetic algorithm and differential evolution; swarm robotics. Part II: Multi-agent system; multi-objective optimization; neural networks; machine learning; identification and recognition; social computing and knowledge graph; service quality and energy management.

Contents:

Multi-agent System

Multi-robot Cooperation Strategy in a Partially Observable Markov Game Using Enhanced Deep Deterministic Policy Gradient

Research on the Construction of Underwater Platform Combat Deduction System Based on Service-Oriented and Multi-Agent Technology

Context-aware Layered Learning for Argumentation Based Multiagent Collaborative Recognition

TH-GRN Model Based Collective Tracking in Confined Environment

Multi-Objective Optimization

Multi-objective Optimization of a Steering Linkage Using Alternative Objective Functions

Using two reproduction operators for Balancing Convergence and Diversity in MOEA/D

A Surrogate-Assisted Improved Many-Objective Evolutionary Algorithm

Research of Multi-objective Personalized Recommendation Algorithm Based on Multi-thread Concurrency

Multi-criteria Recommender Systems Based on Multi-objective Hydrologic Cycle Optimization

Neural Networks

Convolutional Neural Network Inception-v3: A Machine Learning Approach for Leveling Short-Range Rainfall Forecast Model from Satellite Image

Application of Convolutional Neural Network in Object Recognition of Remote Sensing Image

Paragraph Coherence Detection Model Based on Recurrent Neural Networks

Use of Artificial Neural Networks in Determining Domestic Violence Predictors

Acute Lymphoblastic Leukemia Cell Detection in Microscopic Digital Images Based on Shape and Texture Features

Novel Algorithm for Blind Classification of Space-Time Block Codes in cognitive radio

Spiking Neural Models and Their Application in DNA Microarrays Classification

An Unified View on the Feedforward Neural Network Architecture

Machine Learning

Efficient Android Phishing Detection Based on Improved Naïve Bayes Algorithm

Parkinson Disease Analysis Using Supervised and Unsupervised Techniques

Implementation of the Eclipse Process Framework Composer Tool for the Documentation of Quality Management Systems: A Case Applied in Healthcare Services

Enkephalon - Technological Platform to Support the Diagnosis of Alzheimer's Disease through the Analysis of Resonance Images Using Data Mining Techniques

Experience on Learning through an AR-based Course

Identification and Recognition

Seismograph Design for Landslide Monitoring in The Andean Region Using Automatic Control Techniques and Mathematical Modeling

Improving Chinese Named Entity Recognition with Semantic Information of Character Multi-position Representation

The Discourse Structure Recognition Model Based on Text Classification

Ballistic Wind Speed Identification Method Based on Hierarchical Optimization Algorithm

BackgroundNet: Small Dataset-based Object Detection in Stationary Scenes

A New Method for Identification of Essential Proteins by Information Entropy of Protein Complex and Subcellular Localization

Research on Fault Diagnosis Method Based on RSAPSO-DBN

Standard Modeling Practice Research for A Safety Technical Disclosure of Wind Turbine Maintenance Systems

Social Computing and Knowledge Graph

The Critical Factor Prompting the Usage of a Social Computing

Social Coalition-based V2V Broadcasting Optimization Algorithm in VANETs

An Interpretable Recommendations Approach Based On User Preferences And Knowledge Graph

WSIA: Web Ontological Search Engine based on Smart Agents Applied to Scientific Articles

Service Quality and Energy Management

Record Management in the Cloud: Service Quality and Service Level Agreement

Recovering Scale in Monocular DSO Using Multi-sensor Data

Energy Management Strategy (EMS) for Hybrid Electric Vehicles Based on Safe Experimentation Dynamics (SED)

Serial Interface Converter of Micromechanical Sensors to a Parallel Interface

The Location Privacy Preserving Scheme Based on Hilbert Curve for Indoor LBS

SSwWS: Structural Model of Information Architecture.

Other Format:

Printed edition:

ISBN:

978-3-030-26354-6

9783030263546

Access Restriction:

Restricted for use by site license.