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

Format:

Book

Contributor:

Nguyen, Ngoc Thanh., Editor.

Gaol, Ford Lumban, Editor.

Hong, Tzung-Pei., Editor.

Trawiński, Bogdan, Editor.

SpringerLink (Online service)

Series:

Computer Science (SpringerNature-11645)

Lecture notes in computer science. Lecture notes in artificial intelligence 2945-9141 ; 11431

Lecture Notes in Artificial Intelligence, 2945-9141 ; 11431

Language:

English

Subjects (All):

Artificial intelligence.

Data mining.

Application software.

Computer vision.

Artificial Intelligence.

Data Mining and Knowledge Discovery.

Computer and Information Systems Applications.

Computer Vision.

Local Subjects:

Artificial Intelligence.

Data Mining and Knowledge Discovery.

Computer and Information Systems Applications.

Computer Vision.

Physical Description:

1 online resource (XXXIX, 754 pages) : 355 illustrations, 183 illustrations in color.

Edition:

1st ed. 2019.

Contained In:

Springer Nature eBook

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:

Knowledge Engineering and Semantic Web

Algorithms for Merging Probabilistic Knowledge Bases

A Formal Framework for the Ontology Evolution

Logical Problem Solving Framework

Term Rewriting That Preserves Models in KR-Logic

Towards Knowledge Formalization and Sharing in a Cognitive Vison Platform for Hazard Control (CVP-HC)

Assessing Individuals Learning's Impairments from a Social Entropic Perspective

Text Processing and Information Retrieval

Robust Web Data Extraction based on Unsupervised Visual Validation

A Character-level Deep Lifelong Learning Model for Named Entity Recognition in Vietnamese Text

Identification of Conclusive Association Entities by Biomedical Association Mining

A Data Preprocessing Method to Classify and Summarize Aspect-Based Opinions using Deep Learning

Word Mover's Distance for Agglomerative Short Text Clustering

Improving Semantic Relation Extraction System with Compositional Dependency Unit on Enriched Shortest Dependency Path

An Adversarial Learning and Canonical Correlation Analysis based Cross-Modal Retrieval Model

Event Prediction Based on Causality Reasoning

A method for detecting and analyzing the sentiment of tweets containing conditional sentences

Aggregating Web Search Results

Cross-Lingual Korean Speech-to-Text Summarization

On Some Approach to Evaluation in Personalized Document Retrieval Systems

Machine Learning and Data Mining

A Class-Cluster k-Nearest Neighbors Method for Temporal In-Trouble Student Identification

Multidimensional Permutation Entropy for Constrained Motif Discovery

A LSTM Approach for Sales Forecasting of Goods with Short-term Demands in E-Commerce

Detection of Rare Elements in Investigation of Medical Problems

Cardiac murmur effects on automatic segmentation of ECG signals for biometric identification: Preliminary study

An Approach to Estimation of Residential Housing Type Based on the Analysis of Parked Cars

Household Electric Load Pattern Consumption Enhanced Simulation by Random Behavior

Anomaly Detection Procedures in a Real World Dataset by Using Deep-Learning Approaches

Developing a General Video Game AI Controller Based on an Evolutionary Approach

Separable data aggregation by layers of binary classifiers

Adaptation and recovery stages for case-based reasoning systems using Bayesian estimation and Density estimation with Nearest Neighbors

Feature extraction analysis for emotion recognition from ICEEMD of multimodal physiological signals

Using Fourier series to improve the prediction accuracy of Nonlinear Grey Bernoulli Model

Learning Hierarchical Weather Data Representation for Short-term Weather Forecasting using Autoencoder and LSTM

Logo and Brand Recognition from Imbalanced Dataset using MiniGoogLenet and MiniVGGnet Models

Decision Support and Control Systems

Selected problems of controllability of semilinear fractional systems-a Survey

A data-driven approach to modeling and solving academic teachers' competences configuration problem

PID Regulatory Control Design for a Double Tank System Based on Time-Scale Separation

Towards Formal, Graph-based Spatial Data Processing: The Case of Lighting Segments for Pedestrian Crossings

Multi-Agent Support For Street Lighting Modernization Planning

An application a two-level determination consensus method in a multi-agent financial decisions support system

Implementing Smart Virtual Product Development (SVPD) to Support Product Manufacturing

PID Tuning with Neural Networks

Repeatable trust game { preliminary experimental results

Modeling of uncertainty with Petri nets

A Collaborative Approach Based on DCA and VNS for Solving Mixed Binary Linear Programs

Adoption of Cloud Business Intelligence in Indonesia's Financial Services Sector

Stakeholder impact on the success and risk of failure of ICT projects in Poland

Analysis of the Influence of ICT and Public Recognition on University Credibility

Quantum Game-Based Recommender Systems for Disruptive Innovations

Computer Vision Techniques

Matching Topological Structures for Handwritten Character Recognition

Enhancing the Resolution of Satellite Images Using the Best Matching Image Fragment

Multi-scale Autoencoders in Autoencoder for Semantic Image Segmentation

Simultaneous Localization and Segmentation of Fish Objects using Multi-Task CNN and Dense CRF

Violent Crowd Flow Detection Using Deep Learning

Drowsiness Detection in Drivers through Real-time Image Processing of the Human Eye

Software Techniques to Reduce Cybersickness among Users of Immersive Virtual Reality Environments

Semi-supervised learning with Bidirectional GANs

Sharp Images Detection for Microscope Pollen Slides Observation

Databases and Intelligent Information Systems

Slowly Changing Dimension Handling in Data Warehouses using Temporal Database Features

Tackling Complex Queries to Relational Databases

Approximate Outputs of Accelerated Turing Machines Closest to Their Halting Point

Development of Seawater Temperature Announcement System for Improving Productivity of Fishery Industry

TB5 tool for tracking personality traits

Comparative Analysis of Usability of Data Entry Design Patterns for Mobile Applications.

Other Format:

Printed edition:

ISBN:

978-3-030-14799-0

9783030147990

Access Restriction:

Restricted for use by site license.