Intelligent Information and Database Systems: 11th Asian Conference, Aciids 2019, Yogyakarta, Indonesia, April 8-11, 2019, Proceedings, Part I

ISBN-13: 9783030147983 / Angielski / Miękka / 2019 / 754 str.

Ngoc Thanh Nguyen; Ford Lumban Gaol; Tzung-Pei Hong

Spis treści

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.