Intelligent Information and Database Systems : 13th Asian Conference, ACIIDS 2021, Phuket, Thailand, April 7-10, 2021, Proceedings / edited by Ngoc Thanh Nguyen, Suphamit Chittayasothorn, Dusit Niyato, Bogdan Trawiński.

Format:

Book

Contributor:

Nguyen, Ngoc Thanh., Editor.

Chittayasothorn, Suphamit, Editor.

Niyato, Dusit, Editor.

Trawiński, Bogdan, Editor.

SpringerLink (Online service)

Series:

Computer Science (SpringerNature-11645)

Lecture notes in computer science. Lecture notes in artificial intelligence ; 12672

Lecture Notes in Artificial Intelligence ; 12672

Language:

English

Subjects (All):

Artificial intelligence.

Application software.

Computer vision.

Data mining.

Artificial Intelligence.

Computer and Information Systems Applications.

Computer Vision.

Data Mining and Knowledge Discovery.

Local Subjects:

Artificial Intelligence.

Computer and Information Systems Applications.

Computer Vision.

Data Mining and Knowledge Discovery.

Physical Description:

1 online resource (XXXI, 867 pages) : 334 illustrations, 248 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 book constitutes the refereed proceedings of the 13th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2021, held in Phuket, Thailand, in April 2021.* The 67 full papers accepted for publication in these proceedings were carefully reviewed and selected from 291 submissions. The papers of the first volume are organized in the following topical sections: data mining methods and applications; machine learning methods; decision support and control systems; natural language processing; cybersecurity intelligent methods; computer vision techniques; computational imaging and vision; advanced data mining techniques and applications; intelligent and contextual systems; commonsense knowledge, reasoning and programming in artificial intelligence; data modelling and processing for industry 4.0; innovations in intelligent systems. *The conference was held virtually.

Contents:

Data Mining Methods and Applications

Mining Partially-Ordered Episode Rules in an Event Sequence

Investigating Crossover Operators in Genetic Algorithms for High-Utility Itemset Mining

Complexes of low dimensional linear classifiers with L1 margins

Automatic Identification of Bird Species from Audio

Session based recommendations using Recurrent neural networks - Long short-term memory

UVDS: A New Dataset for Tra c Forecasting with Spatial-Temporal Correlation

A Parallelized Frequent Temporal Pattern Mining Algorithm on a Time Series Database

An efficient approach for mining high-utility itemsets from multiple abstraction levels

Mining Class Association Rules on dataset with missing data

Machine Learning Methods

Clustering Count Data with Stochastic Expectation Propagation

Entropy-Based Variational Learning of Finite Generalized Inverted Dirichlet Mixture Model

Mixture-Based Unsupervised Learning for Positive Correlated Count Data

Phase Prediction of Multi-principal Element Alloys Using Support Vector Machine and Bayesian optimization

VEGAS: A variable length-based Genetic Algorithm for ensemble selection in deep ensemble learning

Demand Forecasting for Textile Products using Statistical Analysis and Machine Learning Algorithms

Parallelization of Reinforcement Learning Algorithms for Video Games

Decision Support and Control Systems

A Gap-based Memetic Differential Evolution (GaMeDE) applied to multi-modal optimisation - using multi-objective optimization concepts

Simulating Emergency Departments Using Generalized Petri Nets

What do you know about your network: an empirical study of value network awareness in e-commerce

A robust approach to employee competences in project management

Key Aspects of Customer Intelligence in the Era of Massive Data

How Spatial Data Analysis Can Make Smart Lighting Smarter

Natural Language Processing

Convolutional Neural Networks for Web Documents Classification

Sequential model-based optimization for Natural Language Processing Data Pipeline Selection and Optimization

Automatic Cyberbullying Detection on Twitter Using Bullying Expression Dictionary

Development of Morphological Segmentation for the Kyrgyz Language on Complete Set of Endings

Tweets Topic Classification using Transformer-based Language Models

A New Approach for Measuring the Influence of Users on Twitter

Building a Domain Specific Knowledge Graph for Business Networking Analysis

Cybersecurity Intelligent Methods

N-tier machine learning-based architecture for DDoS attack detection

Detection of Distributed Denial of Service Attacks using Automatic Feature Selection with Enhancement for Imbalance Dataset

AntiPhiMBS: A New Anti-Phishing Model to Mitigate Phishing Attacks in Mobile Banking System at Application Level

Missing/Incomplete Data Handling in Cybersecurity Applications

An Experimental Study of Machine Learning for Phishing Detection

Computer Vision Techniques

Model for Application of Optical Passive SFM Method in Reconstruction of 3D Space and Objects

Ground plane estimation for obstacle avoidance during fixed-wing UAV landing

UAV on-board emergency safe landing spot detection system combining classical and deep learning-based segmentation methods

Wasserstein Generative Adversarial Networks for Realistic Traffic Sign Image Generation

An Approach to Automatic Detection of Architectural Fa cades in Spherical Images

Computational Imaging and Vision

Real-time Multi-view Face Masks Detector on Edge Device For Supporting Service Robots in the COVID-19 Pandemic

Eye State Recognizer Using Light-weight Architecture for Drowsiness Warning

NovemE - Color Space Net for Image Classification

Application of Improved YOLOv3 Algorithm in Mask Recognition

Simulation and Experiment in Solving Inverse Kinematic for Human Upper Limb by Using Optimization Algorithm

Word Segmentation for Gujarati Handwritten Documents

Advanced Data Mining Techniques and Applications

A SPEA-based Group Trading Strategy Portfolio Optimization Algorithm

Develop a Hybrid Human Face Recognition System Based on a Dual Deep Neural Network by Interactive Correction Training

Forecasting Stock Trend Based on the Constructed Anomaly-Patterns based Decision Tree

A Transparently-Secure and Robust Internetworking Data Retrieval Framework for Financial-Technology Applications

Comparison of Machine Learning Methods for Life Trajectory Analysis in Demography

An Efficient Method for Multi-Request Route Search

Machine Learning Model for the Classification of Musical Composition Genres

Intelligent and Contextual Systems

Emotional Piano Melodies Generation using Long Short-Term Memory

SE-U-Net: Contextual Segmentation by Loosely Coupled Deep Networks for Medical Imaging Industry

Contextual Soft Dropout Method in Training of Artificial Neural Networks

Bone Age Assessment by means of Intelligent Approaches

Random Number Generators in Training of Contextual Neural Networks

The Impact of Aggregation Window Width on Properties of Contextual Neural Networks with Constant Field of Attention

Towards Layer-wise Optimization of Contextual Neural Networks with Constant Field of Aggregation

Commonsense Knowledge, Reasoning and Programming in Artificial Intelligence

Community Detection in Complex Networks: A Survey on Local Approaches

A Q-Learning based Hyper-Heuristic for Generating Efficient UAV Swarming Behaviours

Cross-Domain Co-Author Recommendation Based on Knowledge Graph Clustering

Data Modelling and Processing for Industry 4.0

Trident: Change Point Detection for Multivariate Time Series via Dual-level Attention Learning

Facial Representation Extraction by Mutual Information Maximization and Correlation Minimization

Localization system for wheeled vehicles operating in underground mine based on inertial data and spatial intersection points of mining excavations

Innovations in Intelligent Systems

Evaluating mutation operator and test case effectiveness by means of mutation testing

Usability Study of Mobile Applications with Cognitive Load Resulting from Environmental Factors.

Other Format:

Printed edition:

ISBN:

978-3-030-73280-6

9783030732806

Access Restriction:

Restricted for use by site license.