Intelligent Information

(1)

Ngoc

Thanh

_Nguyen

•

Ford

Lumban Gaol

•

Tzung-Pei

Hong

•

Bogdan

Trawihski

(Eds.)

Intelligent

Information

and

Database

_Systems

llth Asian

_Conference,

ACIIDS 2019

Yogyakarta,

Indonesia,

_April

8-11,

2019

Proceedings,

Part I

(2)

Part

I

Knowledge Engineering

and Semantic Web

Algorithms

for

_Merging

Probabilistic

Knowledge

Bases 3 Van ThamNguyen, Ngoc Thanh

_Nguyen,

and

_Trong

Hieu Tran

A FormalFrameworkfor the

_Ontology

Evolution 16 Adrianna Kozierkiewicz andMarcin Pietranik

Logical

Problem

Solving

Framework 28

Kiyoshi Akama,

Ekawit

_{Nantajeewarawat,}

and Taketo Akama

Term

Rewriting

that Preserves Models in

_KR-Logic

41

Kiyoshi Akama,

Ekawit

_{Nantajeewarawat,}

and Taketo Akama Towards

_Knowledge

Formalization and

_Sharing

in a

Cognitive

Vision

Platform for Hazard Control

_(CVP-HC)

53 Caterine Silva deOliveira, CesarSanin, and EdwardSzczerbicki

Assessing

Individuals

_{Learning's Impairments}

from a Social

Entropic Perspective

62

JoseNeves,

Filipa

Ferraz, AlmeidaDias,Antonio Capita,

LilianaAvidos, NunoMaia, Joana Machado, Victor

Alves,

Jorge

Ribeiro, and

_Henrique

Vicente

Text

_Processing

and Information Retrieval

Robust Web Data Extraction Basedon

Unsupervised

Visual Validation 77

BenoitPotvin andRoger Villemaire

ACharacter-Level

_{Deep Lifelong Learning}

Model for Named

_Entity

Recognition

in VietnameseText 90

Ngoc-Vu Nguyen,

Thi-Lan

_Nguyen,

Cam-Van

_Nguyen

Thi,

Mai-Vu Tran, and

Quang-Thuy

Ha

Identification of Conclusive Association Entities

_by

Biomedical

Association

_Mining

103

Rey-Long

Liu

A Data

_{Preprocessing}

Methodto

_Classify

and Summarize

_Aspect-Based

Opinions Using Deep Learning

115

(3)

XXVIII Contents-Part I

Word Mover's Distancefor

_{Agglomerative}

Short Text

_Clustering

128

Nigel

Franciscus,

Xuguang

Ren, Junhu

Wang,

and Beta Stantic

Improving

Semantic Relation Extraction

_System

with

_{Compositional}

Dependency

Uniton Enriched Shortest

Dependency

Path 140

Duy-Cat

Can,

Hoang-Quynh

he, and

_Quang-Thuy

Ha

An Adversarial

_Learning

and Canonical Correlation

_Analysis

Based

Cross-Modal Retrieval Model 153

Thi-Hong Vuong, Thanh-Huyen

Pham, Tri-Thanh

_Nguyen,

and

_Quang-Thuy

Ha

Event Prediction Based on

Causality Reasoning

165

Lei Lei,

Xuguang

Ren,

Nigel

Franciscus, Junhu

_Wang,

and Bela Stantic

A Method for

Detecting

and

_Analyzing

the Sentiment ofTweets

Containing

Conditional Sentences 177

Huyen Trang

Phan,

Ngoc Thanh

Nguyen,

Van

_Cuong

_Tran,

and Dosam Hwang

Aggregating

Web Search Results 189 Marek

_Kopel

andMaksimBuben

Cross-Lingual

Korean

_{Speech-to-Text}

Summarization 198

HyoJeon

Yoon,Dinh

_{Tuyen Hoang, Ngoc}

Thanh

_Nguyen,

and Dosam

_Hwang

On Some

_Approach

to Evaluation in Personalized Document

Retrieval

_Systems

207 Bernadetta Maleszka

Machine

_Learning

and Data

_Mining

A Class-Cluster ^-Nearest

_Neighbors

Method for

_Temporal

In-Trouble

Student Identification 219 Chau Vo and Hua

_Phung

Nguyen

Multidimensional Permutation

_Entropy

for Constrained Motif

_Discovery

.... 231

Yomna_Rayan, YasserMohammad, and Samia A. Ali

A LSTM

_Approach

for Sales

_Forecasting

of Goods with Short-Term

Demands in E-Commerce 244

Yu-Sen Shih and Min-Huei Lin

(4)

Contents-Part I XXIX Cardiac Murmur Effects onAutomatic

Segmentation

of ECG

Signals

for Biometric Identification:

Preliminary Study

269 C.

_Duque-Mejia,

M. A. Becerra, C.

_{Zapata-Herndndez,}

C.

_{Mejia-Arboleda,}

A. E.

_{Castro-0spina,}

E.

_{Delgado-Trejos,}

Diego

H.

_{Peluffo-Ordonez,}

P. Rosero-Montalvo, andJavier

Revelo-Fuelagdn

An

_Approach

to Estimation of Residential

Housing

_Type

Based

on the

Analysis

of Parked Cars 280

Marcin

Kutrzynski, Zbigniew

Telec,

Bogdan

Trawinski,

and Hien Cao Dac

Household Electric Load Pattern

_Consumption

Enhanced Simulation

by

Random Behavior 290 Alabbas

_Alhaj

Ali, Doina

_Logofatu,

Prachi

_Agrawal,

and Sreshtha

_Roy

Anomaly

Detection Procedures in a Real World Dataset

by Using

Deep-Learning

Approaches

303

Alabbas

_Alhaj

Ali,Abdul

_Rasheeq,

Doina

_Logofatu,

and Costin Bddicd

Developing

a General Video Game AI Controller Based

on an

Evolutionary Approach

315

Kristiyan

Balabanov and Doina

_Logofatu

Separable

Data

_{Aggregation by Layers}

of

_Binary

Classifiers 327 Leon Bobrowski and

_{Magdalena Topczewska}

Adaptation

and

_{Recovery Stages}

for Case-Based

_{Reasoning Systems Using}

Bayesian

Estimation and

_Density

Estimation with Nearest

_Neighbors

339

D. _{Bastidas Torres,} C. Pineros

_Rodriguez,

_Diego

H.

_{Peluffo-Ordonez,}

X. _{Blanco Valencia,} Javier

_{Revelo-Fuelagdn,}

M. A. Becerra,

A. E. _{Castro-Ospina,} andLeandro L. _{Lorente-Leyva}

Feature Extraction

_Analysis

forEmotion

_Recognition

from ICEEMD

of Multimodal

_{Physiological Signals}

351 J. F. Gomez-Lara, O. A. Ordonez-Bolanos,M. A. Becerra,

A. E.

_{Castro-Ospina,}

C.

_{Mejia-Arboleda,}

C.

_Duque-Mejia,

J.

_Rodriguez,

Javier

_{Revelo-Fuelagdn,}

and

_Diego

H.

_{Peluffo-Ordonez}

Using

Fourier Series to

_Improve

the Prediction

_Accuracy

of Nonlinear

Grey

Bernoulli Model 363

Ngoc

Thang Nguyen,

Van Thanh Phan, and

_Zbigniew

Malara

Learning

Hierarchical Weather Data

_{Representation}

for Short-Term Weather

_{Forecasting Using}

Autoencoder and

_Long

Short-Term

Memory

Models 373

(5)

XXX Contents-Part I

Logo and Brand

_Recognition

from Imbalanced Dataset

_Using

MiniGoogLeNet

and MiniVGGNet Models 385 Sarwo,

Yaya Heryadi,

Widodo Budiharto, and Edi Abdurachman

Decision

_Support

and Control

_Systems

SelectedProblems of

Controllability

of Semilinear Fractional

Systems-A

Survey

397

Artur Babiarz andJerzy Klamka

A Data-Driven

_Approach

to

Modeling

and

_Solving

Academic

Teachers'

_{Competences Configuration}

Problem 408

Jaroslaw Wikarek and Pawel Sitek

PID

_Regulatory

Control

_Design

fora Double Tank

System

Based

onTime-Scale

Separation

420

Marian Blachuta,RobertBieda, and

_{Rafal Grygiel}

Towards Formal,

Graph-Based Spatial

Data

_Processing:

The Case

of

_{Lighting Segments}

for Pedestrian

_Crossings

431 Sebastian Ernst andLeszek Kotulski

Multi-agent Support

for Street

_Lighting

Modernization

_Planning

442 Adam

_Sedziwy,

Leszek Kotulski, and Artur Basiura

An

_Application

a Two-Level Determination Consensus Method

in a

Multi-agent

Financial Decisions

_Support

System

453

Adrianna

Kozierkiewicz,

Marcin Hemes, and Thanh

_{Tung Nguyen}

Implementing

Smart Virtual Product

_Development

(SVPD)to

_Support

Product

Manufacturing

464

Muhammad BilalAhmed, CesarSanin, andEdwardSzczerbicki

PID

_Tuning

with Neural Networks 476 Antonio Marino and

_Filippo

Neri

Repeatable

Trust Game -

Preliminary Experimental

Results 488

Anna

_{Motylska-Kuzma,}

JacekMercik, and Aleksandra Sus

Modeling

of

_Uncertainty

with Petri Nets 499 Michal Kuchdrik and Zoltdn

_Balogh

ACollaborative

_Approach

Based onDCA and VNS for

Solving

(6)

Contents- PartI XXXI

Adoption

of Cloud Business

_Intelligence

inIndonesia's

Financial ServicesSector 520 Elisa Indriasari,

Suparta

Wayan, Ford Lumban

_Gaol,

Agung

Trisetyarso, BahtiarSaleh

Abbas,

and ChulHo

_Kang

Stakeholder

_Impact

on the Success and Risk of Failure

of ICT

_Projects

in Poland 530

Kazimierz

Frqczkowski

andBarbara

Gladysz

Analysis

of the Influence of ICTand Public

_Recognition

on

University Credibility

541

IrvanSantoso,

Wayan Suparta, Agung

Trisetyarso, BahtiarSaleh

Abbas,

and Chul Ho

_Kang

Quantum

Game-Based Recommender

_Systems

for

_Disruptive

Innovations . . . 552

Agung Trisetyarso

and Fithra Faisal Hastiadi

Computer

Vision

_Techniques

Matching Topological

Structures for Handwritten Character

_Recognition

.... 565

Daw-RanLiou,

Yang-En

Chen, and

_Cheng-Yuan

Liou

Enhancing

the Resolution of Satellite

_{Images Using}

the Best

Matching

Image Fragment

576

Daniel_Kostrzewa, PawelBenecki, andLukasz

Jenczmyk

Multi-scale Autoencoders in Autoencoder for Semantic

Image

Segmentation

587

John Paul T.

_Yusiong

and

_Prospero

C. Naval Jr.

SimultaneousLocalizationand

_Segmentation

of Fish

_{Objects Using}

Multi-task CNN and Dense CRF 600

Alfonso

B. Labao and_Prospero C. Naval Jr.

Violent Crowd Flow Detection

_{Using Deep Learning}

613 Shakil Ahmed Sumon, MD. Tanzil Shahria,MD. Raihan Goni,

NazmulHasan, A. M.

_{Almarufuzzaman,}

and RashedurM. Rahman DrowsinessDetection in Drivers

_Through

Real-Time

Image Processing

of the Human

_Eye

626

ErickP. Herrera-Granda,

Jorge

A.

_{Caraguay-Procel,}

PedroD.

_{Granda-Gudino,}

Israel D. Herrera-Granda, LeandroL. _{Lorente-Leyva,}

_Diego

H.

_{Peluffo-Ordonez,}

and Javier

_{Revelo-Fuelagdn}

Software

_Techniques

toReduce

_{Cybersickness Among}

Users of Immersive

Virtual

_Reality

Environments 638

(7)

XXXII Contents-PartI

Semi-supervised Learning

with Bidirectional GANs 649

Maciej

Zamorski and

_Maciej

Zieba

Sharp Images

Detection for

_Microscope

Pollen Slides Observation 661

Aysha

Kadaikar, Maria Trocan, Frederic Amiel,

Patricia

_{Conde-Cespedes, Benjamin}

Guinot, Roland Sarda Esteve,

Dominique

Baisnee, and Gilles Oliver

Databases and

_Intelligent

Information

_Systems

Slowly Changing

Dimension

_Handling

inData Warehouses

Using Temporal

Database Features 675

Thanapol Phungtua-Eng

and

_Suphamit

_{Chittayasothorn}

Tackling Complex Queries

to Relational Databases 688 OctavianPopescu, NgocPhuoc An Vo, VadimSheinin,

Elahe

_Khorashani,

and

_Hangu

Yeo

Approximate

Outputs

of Accelerated

_Turing

Machines Closest

to Their_Halting Point 702 Sebastien_Mambou,

_{Ondrej Krejcar,}

and Ali Selamat

Development

of Seawater

_Temperature

Announcement

_System

for

_{Improving Productivity}

of

_{Fishery Industry}

714

Yu

_Agusa,

_Takuya

_Fujihashi,

Keiichi

_Endo,

_{Hisayasu Kuroda,} and

_{Shinya Kobayashi}

Big5

Tool for

_{Tracking Personality}

Traits 726 Binh Thanh

_Nguyen

and

_{Dang Ngoc Dung}

Comparative Analysis

of

_Usability

ofData

_{Entry Design}

Patterns

forMobile

_Applications

737 Jakub

_{Myka, Agnieszka Indyka-Piasecka, Zbigniew}

_Telec,

Bogdan

Trawinski, and Hien Cao Dac