Advances and Trends in Artificial Intelligence. From Theory to Practice : 34th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2021, Kuala Lumpur, Malaysia, July 26-29, 2021, Proceedings, Part II / edited by Hamido Fujita, Ali Selamat, Jerry Chun-Wei Lin, Moonis Ali.

Format:

Book

Contributor:

Fujita, Hamido, Editor.

Selamat, Ali, Editor.

Lin, Jerry Chun-Wei, Editor.

Ali, Moonis, Editor.

SpringerLink (Online service)

Series:

Computer Science (SpringerNature-11645)

Lecture notes in computer science. Lecture notes in artificial intelligence ; 12799

Lecture Notes in Artificial Intelligence ; 12799

Language:

English

Subjects (All):

Artificial intelligence.

Computer engineering.

Computer networks.

Artificial Intelligence.

Computer Engineering and Networks.

Local Subjects:

Artificial Intelligence.

Computer Engineering and Networks.

Physical Description:

1 online resource (XX, 640 pages) : 249 illustrations, 177 illustrations in color.

Edition:

1st ed. 2021.

Contained In:

Springer Nature eBook

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2021.

System Details:

text file PDF

Summary:

This two-volume set of LNAI 12798 and 12799 constitutes the thoroughly refereed proceedings of the 34th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2021, held virtually and in Kuala Lumpur, Malaysia, in July 2021. The 87 full papers and 19 short papers presented were carefully reviewed and selected from 145 submissions. The IEA/AIE 2021 conference will continue the tradition of emphasizing on applications of applied intelligent systems to solve real-life problems in all areas. These areas include the following: Part I, Artificial Intelligence Practices: Knowledge discovery and pattern mining; artificial intelligence and machine learning; sematic, topology, and ontology models; medical and health-related applications; graphic and social network analysis; signal and bioinformatics processing; evolutionary computation; attack security; natural language and text processing; fuzzy inference and theory; and sensor and communication networks Part II, From Theory to Practice: Prediction and recommendation; data management, clustering and classification; robotics; knowledge based and decision support systems; multimedia applications; innovative applications of intelligent systems; CPS and industrial applications; defect, anomaly and intrusion detection; financial and supply chain applications; Bayesian networks; BigData and time series processing; and information retrieval and relation extraction.

Contents:

Prediction and Recommendation

F2DeepRS: A Deep Recommendation Framework Applied to ICRC Platforms

A Novel Rule-based Online Judge Recommender System to Promote Computer Programming Education

Using Machine Learning to Predict Salaries of Major League Baseball Players

Efficient Prediction of Discharge and Water Levels Using Ensemble Learning and Singular-Spectrum Analysis-based Denoising

An Efficient Transformer-based Model for Vietnamese Punctuation Prediction

Study of Hybridized Support Vector Regression Based Flood Susceptibility Mapping for Bangladesh

A Fusion Approach for Paper Submission Recommendation System

One-class Classification Approach using Feature-slide Prediction Subtask for Feature Data

Data Management, Clustering and Classification

A Novel Approach for Enhancing Vietnamese Sentiment Classification

Consistency Assessment of Datasets in the Context of a Problem Domain

Effects of Performance Clustering in User Modelling for Learning Style Knowledge Representation

A Novel Perspective of Text Classification by Prolog-based Deductive Databases

Improving Human Emotion Recognition from Emotive Videos using Geometric Data Augmentation

Applying Method of Automatic Classification Tools to Make Effective Organizing of Photos Taken in Childcare Facilities

Land Use/Land Cover Change Analysis Due to Tourism in the Chittagong Hill Tracts of Bangladesh

Robotics

Estimation Method for Operational Environment Complexity by a Robotic Team

A Cloud-based Robot Framework for Indoor Object Identification using Unsupervised Segmentation Technique and Convolution Neural Network (CNN)

Knowledge Based and Decision Support Systems

The Concept of Information Graphs as a Tool to Identify Vulnerabilities in the Information Map of an Organization

A Learning-Automata Based Solution for Non-Equal Partitioning: Partitions with Common GCD Sizes

Building a Knowledge Graph with Inference for a Production Machine Using the Web of Things Standard

Open-World Knowledge Graph Completion Benchmarks for Knowledge Discovery

A Case-based Reasoning Approach for a Decision Support System in Manufacturing

Online Automatic Assessment System for Program Code: Architecture and Experiences

A Multi-Criteria Group Decision Making Procedure Based on a Multi-Granular Linguistic Approach for Changeable Scenarios

Multimedia Applications

Edge Based Method for Kidney Segmentation in MRI Scans

Using the HAAR Wavelet Transform and K-nearest Neighbour Algorithm to Improve ECG Detection and Classification of Arrhythmia

Query by Humming for Song Identification using Voice Isolation

IMAGE-2-AQI: Aware of the Surrounding Air Qualification by a Few Images

Advances in Sports Video Summarization - A Review based on Cricket Videos

Augmented Audio Data in Improving Speech Emotion Classification Tasks

Innovative Applications of Intelligent Systems

Intelligent System of Mooring Planning based on Deep Q-learning

Experimental Study on Predictive Modeling in the Gamification Marketing Application

Pivot Point Based Intelligent System to Associate Creative Textual Artefacts

Mood Support: A Personalized Intelligent Support Assignment System using an Agent-based Dynamic Configuration Model

Continuous Build Outcome Prediction: A Small-N Experiment in Settings of a Real Software Project

Jaskier: A Supporting Software Tool for Continuous Build Outcome Prediction Practice

CPS and Industrial Applications

Automated Diagnosis of Cyber-Physical Systems

Quick Start And Adaptive New Server Monitor

Map-matching based on HMM for Urban Traffic

The Choice of AI Matters: Alternative Machine Learning Approaches for CPS Anomalies

On-demand Knowledge Graphs for Standards-based Power Grid Data Provisioning

Defect, Anomaly and Intrusion Detection

Intrusion Detection Algorithm Based On SDA-ELM

Explaining Defect Detection with Saliency Maps

d-BTAI: the Dynamic-Binary Tree Based Anomaly Identification Algorithm for Industrial Systems

Identifying Anomaly Work in Intralogistics Using BLE and LPWA

Financial and Supply Chain Applications

Impact Analysis of Proactive and Reactive Inventory Disruption Management on Supply Chain Performance

A ML-based Stock Trading Model for Profit Predication

Machine Learning-Based Empirical Investigation For Credit Scoring In Vietnam's Banking

Bayesian Networks

Unsupervised Co-training of Bayesian Networks for Condition Prediction

BigData and Time Series Processing

Implementation of Neural Network Regression Model for Faster Redshift Analysis on Cloud-based Spark Platform

Target Class Supervised Sample Length and Training Sample Reduction of Univariate Time Series

Information Retrieval and Relation Extraction

Improving Relation Extraction via Joint Coding using BiLSTM and DCNN

A Possible Worlds Interpretation of Many-Sorted Theory for IR.

Other Format:

Printed edition:

ISBN:

978-3-030-79463-7

9783030794637

Access Restriction:

Restricted for use by site license.