Modern Management Based on Big Data II and Machine Learning and Intelligent Systems III : Proceedings of MMBD 2021 and MLIS 2021.

Format:

Book

Author/Creator:

Tallón-Ballesteros, Antonio J.

Series:

Frontiers in Artificial Intelligence and Applications

Frontiers in Artificial Intelligence and Applications ; v.341

Language:

English

Subjects (All):

Big data--Congresses.

Big data.

Machine learning--Congresses.

Machine learning.

Artificial intelligence--Congresses.

Artificial intelligence.

Physical Description:

1 online resource (738 pages)

Edition:

1st ed.

Other Title:

Modern Management Based on Big Data II and Machine Learning and Intelligent Systems III

Place of Publication:

: IOS Press, Incorporated, 2021.

Summary:

It is data that guides the path of applications, and Big Data technologies are enabling new paths which can deal with information in a reasonable time to arrive at an approximate solution, rather than a more exact result in an unacceptably long time.

Contents:

Intro

Title Page

Preface

Contents

Part 1. Modern Management based on Big Data II

Retailers, All Omni-Shoppers Are Not the Same

The Impact of Tacit Knowledge Acquisition on Firm Performance: The Moderating Effect of Redundant Resources

Opinion-Aware Retrieval Models Based on Sentiment and Intensity of Lexical Features

Financial Flexibility During the Pre- and Post-Global Financial Crisis Periods

Application of Deep Reinforcement Learning Algorithm in Smart Finance

Tax Risk Prediction of Real Estate Based on Convolutional Neural Network

Krylov Subspace Methods for Big Data Analysis of Large Computational Electromagnetics Applications

Industrial Economic Cooperation Between China and Nordic Countries Under the Double Circulation Pattern: Basis and Prospect

Tariff Relief and Promoting Free Trade Agreement Between China and Norway

The SAPEVO-M-NC Method

The Support System for Anomaly Detection with Application in Mainframe Management Process

Ordering of Warships for the Brazilian Navy Using the New Method: AHP-Gaussian with Pearson's Correlation

Strategic Analysis for the Installation of Field Hospitals for COVID-19 Control: An Approach Based on P-Median Model

Bibliometric Studies on Multi-Criteria Decision Analysis (MCDA) Applied in Personnel Selection

Multicriteria Analysis in Additive Manufacturing: An ELECTRE-MOr Based Approach

Blockchain Digital Test Certificates for COVID-19

Assessment of National Cybersecurity Capacity for Countries in a Transitional Phase: The Spring Land Case Study

Algorithm Selection for Machine Learning Classification: An Application of the MELCHIOR Multicriteria Method

Investments in Times of Pandemics: An Approach by the SAPEVO-M-NC Method.

Role of Big Data Analytics in Belt and Road Initiative (BRI): Multivariate Analysis with Gaussian Distribution of Data

Research on the Impact of Timing Financing on M&amp

A Performance: The Intermediary Effect Based on Financing Efficiency

Data Analytics Based Risk Management for Students' Performance - A Case Study

Comprehending the Pricing Decision of Online Car-Hailing Services in China: Price Regulation Vs Entry Limitation

A Comparative Evidence of Income Levels Reflecting Gen Z's Digital Payments Intention and Usage

Traffic Congestion Model in India by Shock Wave Theory

Detection for All Zero Coefficient Blocks in HEVC Based on Uniform Quantizer

Studies on Platform-Type Organization Design Based on Leadership Promotion

Interdisciplinary Framework: A Building Information Modeling Using Structural Equation Analysis in Lean Construction Project Management

Mitigating Construction Deficiencies: An Impact Analysis for Low-Cost Housing Developments Utilizing Artificial Neural Network

Research on the Impact of Customer Perceived Value of Haidilao Hot Pot on Consumer Behavior

Study on Construction of Hydrological Monitoring System of the Yangtze River and Application of New Technologies on Flood Monitoring

Management Competency Model: Predictive Neural Network Approach for Empirical Components of Construction Project Proficiency

Hybrid Neural - Based Model for Predicting the Construction Project Performance of High - Rise Building Projects in Metro Manila, Philippines

Simulation of Deformation Transfer Coefficient of Pipe Bend Buried Based on Shaking Table Test and Goodman Contact Element

Analysis on the Travel Characteristics of Sharing Bikes Connected with Different Types of Public Transportation Stations

Study on Calculation Method of Contribution Rates of Water Pollution of Trans-Boundary Rivers.

The Impact of Air Pollution on the Development of Inbound Tourism in Chinese Megacities: The Case Study of Beijing, Guangzhou and Chongqing

Research on and Application of Tunnel Structure Defects Prediction Using Machine Learning Methods

Evaluation of Water Resources Sustainable Utilization in Wuhan Based on the Model of SUDE

An Empirical Study on the Relationship Between Energy Consumption and GDP in China

Calculation and Analysis of Carbon Emissions for Green Buildings During Operation Period in Beijing

Location Optimization of Hydrogen Refueling Stations in Hydrogen Expressway Based on Hydrogen Supply Chain Cost

Integrated Urban Energy Planning: A Case-Study Using Optimization

Study of Intelligent Search Engine of Energy Industry Based on BERT Semantic Model

Game Analysis on Profits of Water Diversion Project Supply Chain Under the Overall Loss of Supply Chain in Undeveloped Areas

Developing a Decision Support System for Water Resources Dispatching

Research on Key Issues of China's Project Water Price

The Study of Grading Method and Application Performance of Management Systems of Rural Potable Water Treatment Plants

Application of Analytic Hierarchy Process (AHP) and Simple Additive Weighting (SAW) Methods in Mapping Flood-Prone Areas

Study on Cross-Basin Ecological Compensation Mechanism and Compensation Standard

Social and Economic Value Evaluation of Water Resource Based on Fuzzy Mathematics and Emergy Theory

Integrated Flood Risk Assessment System Based on the Set Pair Analysis and Variable Fuzzy Sets for Cascade Dams

Part 2. Machine Learning and Intelligent Systems III

Causal Reasoning Model Based on Medical Knowledge Graph for Disease Diagnosis

The Larger the Better: Analysis of a Scalable Spectral Clustering Algorithm with Cosine Similarity.

About Strong Dependence of the Complexity of Analysis of the Random 3-CNF Formulas on the Ratio of Number of Clauses to the Number of Variables

Intuitive Contrasting Map for Antonym Embeddings

DYPLODOC: Dynamic Plots for Document Classification

Chained Digital Signature for the Improved Video Integrity Verification

High Payload Qr-Based Data Hiding Using Secured Compressed Watermark in Polar Domain

Object and Traffic Light Recognition Model Development Using Multi-GPU Architecture for Autonomous Bus

FTR-Based Expert System for Power Generation Units

Context-Sensitive Control of Adaptation: Self-Modeling Networks for Human Mental Processes Using Mental Models

Domain Adaptation for Document Image Binarization via Domain Classification

Control the Information of the Image with Anisotropic Diffusion and Isotropic Diffusion for the Image Classification

Managing Study Stress of College Students Through Personality Traits

An Adaptive Network Model of the Role of the Gut-Brain Axis in Parkinson's Disease

Studies on the Decrease Mechanisms of Typical Complex Networks

Application of Particle Swarm Optimization in Formulation Design of Pig Feed

A Comprehensive Energy Optimized Operation Strategy Based on Energy Storage Model

Soil CEC Predicting Model of Tobacco-Planting Fields in Chenzhou, South Hunan Province

Cutting L1-Norm Distance Discriminant Analysis with Sample Reconstruction

L1-Norm Distance Discriminant Analysis with Multiple Adaptive Graphs and Sample Reconstruction

Dist Frequent Next Neighbours: A Distributed Galois Lattice Algorithm for Frequent Closed Itemsets Extraction

Monitoring and Diagnosis System of Downhole Tubing Leakage

Unreadable Segment Recognition of Single-Lead ECG Signals Based on XGBoost: Fuision of Shannon Energy Envelope and Empirical Mode Decomposition.

A Study on the Correlation Between Emotion and the Quality of Life of the Elderly Under the Artificial Intelligent Smile Recognition System: Protocol for a Descriptive Study

Part 3. Modern Management based on Big Data II - Late Submissions

Spatio-Temporal Analysis of CO2 Emission Driving Force in Various Provinces in China Using the Extended STIRPAT-GWR Model

Investigating the Impact of Carbon Subsidy Policy on the Decision-Making of Remanufacturing Supply Chain

Subject Index

Author Index.

Notes:

Description based on publisher supplied metadata and other sources.

ISBN:

9781643682259

1643682253

OCLC:

1296613389