Intelligent Information and Database Systems : 12th Asian Conference, ACIIDS 2020, Phuket, Thailand, March 23-26, 2020, Proceedings, Part I / edited by Ngoc Thanh Nguyen, Kietikul Jearanaitanakij, Ali Selamat, Bogdan Trawiński, Suphamit Chittayasothorn.

Format:

Book

Contributor:

Nguyen, Ngoc Thanh., Editor.

Jearanaitanakij, Kietikul., Editor.

Selamat, Ali, Editor.

Trawiński, Bogdan, Editor.

Chittayasothorn, Suphamit, Editor.

SpringerLink (Online service)

Series:

Computer Science (SpringerNature-11645)

Lecture notes in computer science. Lecture notes in artificial intelligence 2945-9141 ; 12033

Lecture Notes in Artificial Intelligence, 2945-9141 ; 12033

Language:

English

Subjects (All):

Artificial intelligence.

Computer networks.

Computer engineering.

Image processing-Digital techniques.

Computer vision.

Computers.

Computational intelligence.

Artificial Intelligence.

Computer Communication Networks.

Computer Engineering and Networks.

Computer Imaging, Vision, Pattern Recognition and Graphics.

Computing Milieux.

Computational Intelligence.

Local Subjects:

Artificial Intelligence.

Computer Communication Networks.

Computer Engineering and Networks.

Computer Imaging, Vision, Pattern Recognition and Graphics.

Computing Milieux.

Computational Intelligence.

Physical Description:

1 online resource (XLII, 652 pages) : 337 illustrations, 168 illustrations in color.

Edition:

1st ed. 2020.

Contained In:

Springer Nature eBook

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2020.

System Details:

text file PDF

Summary:

The two-volume set LNAI 12033 and 11034 constitutes the refereed proceedings of the 12th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2020, held in Phuket, Thailand, in March 2020. The total of 105 full papers accepted for publication in these proceedings were carefully reviewed and selected from 285 submissions. The papers of the first volume are organized in the following topical sections: Knowledge Engineering and Semantic Web, Natural Language Processing, Decision Support and Control Systems, Computer Vision Techniques, Machine Learning and Data Mining, Deep Learning Models, Advanced Data Mining Techniques and Applications, Multiple Model Approach to Machine Learning. The papers of the second volume are divided into these topical sections: Application of Intelligent Methods to Constrained Problems, Automated Reasoning with Applications in Intelligent Systems, Current Trends in Arti cial Intelligence, Optimization, Learning,and Decision-Making in Bioinformatics and Bioengineering, Computer Vision and Intelligent Systems, Data Modelling and Processing for Industry 4.0, Intelligent Applications of Internet of Things and Data AnalysisTechnologies, Intelligent and Contextual Systems, Intelligent Systems and Algorithms in Information Sciences, Intelligent Supply Chains and e-Commerce, Privacy, Security and Trust in Arti cial Intelligence, Interactive Analysis of Image, Video and Motion Data in LifeSciences.

Contents:

Knowledge Engineering and Semantic Web

Toward Blockchain-Assisted Gami ed Crowdsourcing for Knowledge Refinement

Predicting research collaboration trends based on the similarity of publications and relationship of scientists

Assessing the in uence of con ict pro le properties on the quality of consensus

OWL RL to Framework for Ontological Knowledge Integration preliminary transformation

Natural Language Processing

Cached Embedding with Random Selection: Optimization Technique to Improve Training Speed of Character-Aware Embedding

A Comparative Study of Pretrained Language Models on Thai Social Text Categorization

Comparative Analysis of Deep Learning Models for Myanmar Text Classification

Open Information Extraction as Additional Source for Kazakh Ontology Generation

Comparing High Dimensional Word Embeddings Trained on Medical Text to Bag-of-Words For Predicting Medical Codes

Dyslexic Frequency Signatures in Relaxation and Letter Writing

Decision Support and Control Systems

A trading framework based on fuzzy Moore machines

Fuzzy cation of repeatable trust game

Online Auction and Optimal Stopping Game with Imperfect Observation

Metaheuristics for Discovering Favourable Continuous Intravenous Insulin Rate Protocols from Historical Patient Data

Continuous-Time Approach to Discrete-Time PID Control for UPS Inverters - a case study

On stabilizability of discrete time systems with delay in control

A Simple yet E cient MCSes Enumeration with SAT Oracles

Alpha-N: Shortest Path Finder Automated Delivery Robot with Obstacle Detection and Avoiding System

Image Representation for Cognitive Systems using SOEKS and DDNA: A case study for PPE compliance

Harmony Search Algorithm with Dynamic Adjustment of PAR Values for Asymmetric Traveling Salesman Problem

Graph-based Optimization of Public Lighting Retro

Solving the Unrelated Parallel Machine Scheduling Problem with Setups Using Late Acceptance Hill Climbing

Computer Vision Techniques

Study on Digital Image Evolution of Artwork by Using Bio-Inspired Approaches

3D Model-Based 6D Object Pose Tracking on RGB Images

Angiodysplasia Segmentation on Capsule Endoscopy Images Using AlbuNet with Squeeze-and-Excitation Blocks

GOHAG: GANs Orchestration for Human Actions Generation

Machine Learning and Data Mining

Improved Finger-vein Classification Using Granular Support Vector Machine

Mining Non-redundant Periodic Frequent Patterns

On Robustness of Adaptive Random Forest Classifier on Biomedical Data Stream

Sentence Writing Test for Parkinson Disease Modeling: Comparing Predictive Ability of Classifiers

Confidence in prediction: an approach for dynamic weighted ensemble

Towards personalized radio-chemotherapy (learning from clinical data vs. model optimization

Inference Ability Assessment of Modi ed Differential Neural Computer

Simple Quantum Circuits for Data Classifification

A DCA based algorithm for Feature Selection in Model-Based Clustering

PRTNets: Cold-Start Recommendations Using Pairwise Ranking and Transfer Networks

Deep Learning Models

Dynamic Prototype Selection by Fusing Attention Mechanism for Few Shot Relation Classification

An Enhanced CNN Model on Temporal Educational Data for Program-level Student Classification

Ensemble of Multi-channel CNNs for Multi-Class Time-Series Classfication. Depth-Based Human Activity Recognition

Post-training quantization methods for deep learning models

Semi-supervised representation learning for 3D Point Clouds

Stock Return Prediction Using Dual-Stage Attention Model with Stock Relation Inference

Comparison of aggregation functions for 3D Point Clouds classification

Benign and Malignant Skin Lesion Classifi cation Comparison for Three Deep-Learning Architectures

Advanced Data Mining Techniques and Applications

Automatic Parameter Setting in Hough Circle Transform

Construction of an Intelligent Tennis Coach based on Kinect and a Sensor-based Tennis Racket

Data Pre-Processing based on Convolutional Neural Network for Improving Precision of Indoor Positioning

E cient Approaches for Updating Sequential Patterns

Improving Accuracy of Peacock Identi cation in Deep Learning Model using Gaussian Mixture Model and Speeded Up Robust Features

A Lifelong Sentiment Classifi cation Framework based on a Close Domain Lifelong Topic Modeling Method

Multiple Model Approach to Machine Learning

Data preprocessing for DES-KNN and its application to imbalanced medical data classification

Novel approach to Gentle AdaBoost Algorithm with Linear Weak Classfiers

Automatic Natural Image Colorization

Remote Usability Testing of Data Input Methods for Web Applications

Machine Learning Models For Real Estate Appraisal Constructed Using Spline Trend Functions

Application of Intelligent Methods to Constrained Problems Configuration of employee competences in IT projects.

Other Format:

Printed edition:

ISBN:

978-3-030-41964-6

9783030419646

Access Restriction:

Restricted for use by site license.