Intelligent Information and Database Systems : 11th Asian Conference, ACIIDS 2019, Yogyakarta, Indonesia, April 8-11, 2019, Proceedings, Part II / edited by Ngoc Thanh Nguyen, Ford Lumban Gaol, Tzung-Pei Hong, Bogdan Trawiński.

Format:

Book

Contributor:

Nguyen, Ngoc Thanh (Computer scientist), editor.

Gaol, Ford Lumban, editor.

Hong, Tzung-Pei, 1963- editor.

Trawiński, Bogdan, editor.

SpringerLink (Online service)

Series:

Computer Science (Springer-11645)

Lecture notes in computer science. Lecture notes in artificial intelligence ; 11432.

Lecture Notes in Artificial Intelligence ; 11432

Language:

English

Subjects (All):

Artificial intelligence.

Data mining.

Application software.

Optical data processing.

Artificial Intelligence.

Data Mining and Knowledge Discovery.

Information Systems Applications (incl. Internet).

Image Processing and Computer Vision.

Local Subjects:

Artificial Intelligence.

Data Mining and Knowledge Discovery.

Information Systems Applications (incl. Internet).

Image Processing and Computer Vision.

Physical Description:

1 online resource (XL, 722 pages) : 337 illustrations, 215 illustrations in color.

Edition:

First edition 2019.

Contained In:

Springer eBooks

Place of Publication:

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

System Details:

text file PDF

Summary:

The two-volume set LNAI 11431 and 11432 constitutes the refereed proceedings of the 11th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2019, held in Yogyakarta, Indonesia, in April 2019. The total of 124 full papers accepted for publication in these proceedings were carefully reviewed and selected from 309 submissions. The papers of the first volume are organized in the following topical sections: knowledge engineering and semantic web; text processing and information retrieval; machine learning and data mining; decision support and control systems; computer vision techniques; and databases and intelligent information systems. The papers of the second volume are divided into these topical sections: collective intelligence for service innovation, technology management, E-learning, and fuzzy intelligent systems; data structures modelling for knowledge representation; advanced data mining techniques and applications; intelligent information systems; intelligent methods and artificial intelligence for biomedical decision support systems; intelligent and contextual systems; intelligent systems and algorithms in information sciences; intelligent supply chains and e-commerce; sensor networks and Internet of Things; analysis of image, video, movements and brain intelligence in life sciences; and computer vision and intelligent systems.

Contents:

Collective Intelligence for Service Innovation, Technology Management, E-learning, and Fuzzy Intelligent Systems

Increasing the Quality of Multi-step consensus

An Independence Measure for Scientist Collections Based on Social Media Profiles

A Pattern Recognition Based FMEA for Safety-Critical SCADA Systems

Interactive Genetic Algorithm Joining Recommender System

Maturity Level Evaluation of Information Technology Governance in Payment Gateway Service Company Using COBIT

Data Structures Modelling for Knowledge Representation

A Framework for Merging Possibilistic Knowledge Bases

Conceptual Modeling of Team Development

Ontological information as part of continuous monitoring software for production fault detection

Social Media Influence as Enabler of Sustainable Knowledge Management System inside PT.ABC Organization

Advanced Data Mining Techniques and Applications

Content-Based Music Classification by Advanced Features and Progressive Learning

Appliance of Social Network Analysis and Data Visualization Techniques in Analysis of Information Propagation

A Temporal Approach for Air Quality Forecast

Quad-Partitioning-based Robotic Arm Guidance based on Image Data Processing with Single Inexpensive Camera for Precisely Picking Bean Defects in Coffee Industry

On the Analysis of Kelly Criterion and Its Application

Single Image Super-resolution with Vision Loss Function

Content-Based Motorcycle Counting for Traffic Management by Image Recognition

Intelligent Information Systems

Use of Blockchain in Education: A Systematic Literature Review

A Comparative Study of Techniques for Avoiding Premature Convergence in Harmony Search Algorithm

Analysis of different approaches to designing the Parallel Harmony Search algorithm for ATSP

Differential Evolution in Agent-based Computing

Verifying Usefulness of Ant Colony Community for Solving Dynamic TSP

Physical Layer Security cognitive Decode-and-Forward Relay Beamforming Network With Multiple Eavesdroppers

Co-exploring a Search Space in a Group Recommender System

Differential Cryptanalysis of Symmetric Block Ciphers Using Memetic Algorithms

Intelligent Methods and Artificial Intelligence for Biomedical Decision Support Systems

Modeling of Articular Cartilage with Goal of Early Osteoarthritis Extraction based on Local Fuzzy Thresholding driven by Fuzzy C-Means Clustering

Modeling and Features Extraction of Heal Bone Fracture Reparation Dynamical Process from X-ray Images based on Time Iteration Segmentation model driven by Gaussian Energy

A Semi-Supervised Learning Approach for Automatic Segmentation of Retinal Lesions using SURF Blob Detector and Locally Adaptive Binarization

Autonomous Segmentation and Modeling of Brain Pathological Findings based on Iterative Segmentation from MR Images

Design and Analysis of LMMSE filter for MR image data

A nearest neighbour-based analysis to identify patients from continuous glucose monitor data

PCA Kernel Based Extreme Learning Machine Model for Detection of NS1 from Salivary SERS Spectra

Improving the Robustness of the Glycemic Variability Percentage Metric to Sensor Dropouts in Continuous Glucose Monitor Data

GenPress: A Novel Dictionary Based Method to Compress DNA Data of Various Species

Utilizing Pretrained Deep Learning Models for Auto-mated Pulmonary Tuberculosis Detection using Chest Radiography

Intelligent and Contextual Systems

Advanced neural network approach, its explanation with LIME for credit scoring application

Non-Uniform Initialization of Inputs Groupings in Contextual Neural Networks

Implementation and Analysis of Contextual Neural Networks in H2O Framework

Low-level greyscale image descriptors applied for intelligent and contextual approaches

Intelligent Systems and Algorithms in Information Sciences

Motion controlling using finite-state automata

Automatic recognition of Kazakh speech using Deep Neural Networks

Feedback Shift Registers Evolutionary Design using Reverse Polish Notation

Intelligent Supply Chains and e-Commerce

IT value for customer: its influence on satisfaction and loyalty in e-commerce

Multicriteria Selection of Online Advertising Content for the Effective Habituation Effect Reduction

Dark Side of Digital Transformation in Tourism

Increasing User Engagement and Virtual Goods Life Span through Products Diversity and Intensity of Content Updates

Sensor Networks and Internet of Things

Analysis of the Error Rate in Electrometers for Smart Grid Metering

Multi-cell based UWB indoor positioning system

An Improved Resampling Scheme for Particle Filtering in Inertial Navigation System

Analysis of Image, Video, Movements and Brain Intelligence in Life Sciences

Quaternion watershed transform in segmentation of motion capture data

How Does State Space Definition Influence the Measure of Chaotic Behavior?

Granular computing (GC) demonstrates interactions between depression and symptoms development in Parkinson's disease patients

Measurements of antisaccades parameters can improve the prediction of Parkinson's disease progression

DTI helps to predict Parkinson's patient's symptoms using data mining techniques

Fractional calculus in human arm modeling

Computer Vision and Intelligent Systems

Real-time Multiple Face Tracking with Moving Camera for Support Service Robot

Modified Stacked Hourglass Networks for Facial Landmarks Detection

Ensemble of Predictions from Augmented Input as Adversarial Defense for Face Verification System

Vehicle categorical recognition for traffic monitoring in intelligence transportation systems

Video-based Vietnamese Sign Language Recognition using Local Descriptors

Mathematical Variable Detection in PDF Scientific Documents

Predicting Cardiovascular Risk Level based on Biochemical Risk Factor Indicators using Machine Learning: A Case Study in Indonesia.

Other Format:

Printed edition:

ISBN:

978-3-030-14802-7

9783030148027

Access Restriction:

Restricted for use by site license.