22nd International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES 2018)
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22nd International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES 2018) Procedia Computer Science Volume 126 Belgrade, Serbia 3 – 5 September 2018 Part 1 of 3 Editors: Robert J. Howlett Yulia Hicks Carlos Toro Lakhmi C. Jain ISBN: 978-1-5108-7072-7
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Procedia Computer Science 126 (2018) iii–xv
Table of Contents
Preface
Robert J. Howlett, Lakhmi C. Jain, Zoran Popović, Dejan Popović, Slobodan Vukosavić, Carlos Toro,
and Yulia Hicks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1
Cross-domain Meta-learning for Time-series Forecasting
Abbas Raza Ali, Bogdan Gabrys, and Marcin Budka . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 9
Using unsupervised learning methods for enhancing protein structure insight
Mihai Teletin, Gabriela Czibula, Silvana Albert, and Maria-Iuliana Bocicor. . . . . . . . . . . . . . . . . . . . . . . . 19
Representing network knowledge using provenance-aware formalisms for cyber-situational awareness
Leslie F. Sikos, Markus Stumptner, Wolfgang Mayer, Catherine Howard, Shaun Voigt, and Dean Philp. . . . . 29
Improvement of Quality for Business Process Modeling Driven by Guidelines
Fouzia Kahloun, and Sonia Ayachi Channouchi. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 39
Representation and processing of multispectral satellite images and sequences
Konstantin Vasiliev, Vitaly Dementiev, and Nikita Andriyanov . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 49
Online Determinization of Large Mutating Automata
Giovanni Caniato, and Gianfranco Lamperti. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 59
Topic-based Classification through Unigram Unmasking
Yaakov HaCohen-Kerner, Avi Rosenfeld, Asaf Sabag, and Maor Tzidkani . . . . . . . . . . . . . . . . . . . . . . . . . 69
On the influence of categorical features in ranking anomalies using mixed data
Mathieu Garchery, and Michael Granitzer. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 77
Trading Decision of Taiwan Stocks with the Help of United States Stock Market
Shih-Chan Huang, Chang-Biau Yang, and Hung-Hsin Chen. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 87
Multimodal registration of retinal images using domain-specific landmarks and vessel enhancement
Álvaro S. Hervella, José Rouco, Jorge Novo, and Marcos Ortega . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 97
A hybrid Immigrants schema for particle swarm optimization algorithm
Houda Abadlia, Nadia Smairi, and Khaled Ghedira . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 105
Semantic Web Service Composition based on Graph Search
Liana Ţucăr, and Paul Diac . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 116
A new incremental relational association rules mining approach
Diana-Lucia Miholca, Gabriela Czibula, and Liana Maria Crivei. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 126
A Semantic-checking based Model-driven Approach to Serve Multi-organization Collaboration
Tiexin Wang, Aurelie Montarnal, Sebastien Truptil, Frederick Benaben, Matthieu Lauras,
and Jacques Lamothe. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 136
Evolutionary Optimization Based on Biological Evolution in Plants
Neeraj Gupta, Mahdi Khosravy, Nilesh Patel, and Ishwar Sethi. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 146iv Contents A Study of Combined Lossy Compression and Seizure Detection on Epileptic EEG Signals Binh Nguyen, Wanli Ma, and Dat Tran. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 156 Enhancing the Attractiveness of Learning through Augmented Reality Adrian Iftene, and Diana Trandabăț. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 166 Tutoring In Project-Based Learning Sonia Amamou, and Lilia Cheniti-Belcadhi . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 176 Automatic CORINE land cover classification from airborne LIDAR data Jesús Balado, Pedro Arias, Lucía Díaz-Vilariño, and Luis M. González-deSantos. . . . . . . . . . . . . . . . . . . . 186 Genetic Algorithm for Community Detection in Biological Networks Marwa Ben M’Barek, Amel Borgi, Walid Bedhiafi, and Sana Ben Hmida. . . . . . . . . . . . . . . . . . . . . . . . . . 195 Argued opinion extraction from festivals and cultural events on Twitter Asma Ouertatani, Ghada Gasmi, and Chiraz Latiri. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 205 A two-stage hybrid flow shop problem with dedicated machine and release date Zouhour Nabli, Soulef Khalfallah, and Ouajdi Korbaa. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 214 An Ontology-driven MapReduce Framework for Association Rules Mining in Massive Data Rania Mkhinini Gahar, Olfa Arfaoui, Minyar Sassi Hidri, and Nejib Ben Hadj-Alouane . . . . . . . . . . . . . . 224 Analysing Neural Network Topologies: a Game Theoretic Approach Julian Stier, Gabriele Gianini, Michael Granitzer, and Konstantin Ziegler. . . . . . . . . . . . . . . . . . . . . . . . . . 234 Automatic Characterization of the Serous Retinal Detachment Associated with the Subretinal Fluid Presence in Optical Coherence Tomography Images Joaquim de Moura, Jorge Novo, Susana Penas, Marcos Ortega, Jorge Silva, and Ana Maria Mendonc¸a. . . . 244 Hand gesture recognition method based on HOG-LBP features for mobile devices Houssem Lahiani, and Mahmoud Neji. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 254 A hierarchical Deep neural network design for stock returns prediction Oussama Lachiheb, and Mohamed Salah Gouider . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 264 Automatic extraction of vascularity measurements using OCT-A images Macarena Díaz, Jorge Novo, Manuel G. Penedo, and Marcos Ortega . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 273 Nash-Pareto Genetic Algorithm for the Frequency Assignment Problem Fatma Laidoui, Malika Bessedik, Fatima Benbouzid Si-Tayeb, Nawfel Bengherbia, and Massyl Yacine Khelil. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 282 Cloud SLA Terms Analysis Based On Ontology Taher Labidi, Achraf Mtibaa, and Faiez Gargouri. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 292 Scale Genetic Programming for large Data Sets: Case of Higgs Bosons Classification Hmida Hmida, Sana Ben Hamida, Amel Borgi, and Marta Rukoz. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 302 A novel keyword rescoring method for improved spoken keyword spotting Ilyes Rebai, Yassine BenAyed, and Walid Mahdi . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 312 Effective distributed trust management model for Internet of Things Hela Maddar, Wafa Kammoun, and Habib Youssef. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 321 A Semantic Approach for Tweet Categorization Ben Ltaifa Ibtihel, Hlaoua Lobna, and Ben Jemaa Maher. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 335 Detailed Mathematical Programming Formulations for the Aircraft Landing Problem on a Single and Multiple Runway Configurations Meriem Ben Messaoud, Khaled Ghedira, and Meriam Kefi. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 345
Contents v Smart Query Optimization Approach In Distributed Environment Hassen Fadoua, and Touzi Grissa Amel. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 355 A Comparative Study of Blind Source Separation for Bioacoustics Sounds based on FastICA, PCA and NMF Norsalina Hassan, and Dzati Athiar Ramli . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 363 DKDOnto: An Ontology to Support Software Development with Distributed Teams Rodrigo Rocha, Arthur Araújo, Diogo Cordeiro, Assuero Ximenes, Jean Teixeira, Gabriel Silva, Diogo Espinhara, Renan Fernandes, João Ambrosio, Marcos Duarte, and Ryan Azevedo. . . . . . . . . . . . . . 373 Four-valued Tableau Calculi for Decision Logic of Rough Set Yotaro Nakayama, Seiki Akama, and Tetsuya Murai. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 383 Ischemic Stroke Detection System with Computer Aided Diagnostic Capability Dzati Athiar Ramli, Najah Ghazali, and Lina Tay. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 393 Mining High-Utility Patterns in Uncertain Tensors Aurélien Coussat, Nicolas Nadisic, and Loïc Cerf . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 403 A New Framework of Frequent Uncertain Subgraph Mining Mohamed Moussaoui, Montaceur Zaghdoud, and Jalel Akaichi. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 413 Voice source modelling using modified LF model with reduced parameters Anis Ben Aicha . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 423 Sharpness Enhancement of Finger-Vein Image Based on Modified Un-sharp Mask with Log-Gabor Filter Amir Hajian, and Dzati Athiar Ramli . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 431 Towards Mapping the Security Challenges of the Internet of Things (IoT) Supply Chain Tope Omitola, and Gary Wills. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 441 Identifying Fake News and Fake Users on Twitter Costel-Sergiu Atodiresei, Alexandru Tănăselea, and Adrian Iftene. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 451 Non-Rectangular RoI Extraction and Machine Learning Based Multiple Object Recognition Used for Time-Series Areal Images Obtained Using MAV Hirokazu Madokoro, Asahi Kainuma, and Kazuhito Sato. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 462 Automatic Segmentation of Diffuse Retinal Thickening Edemas Using Optical Coherence Tomography Images Gabriela Samagaio, Joaquim de Moura, Jorge Novo, and Marcos Ortega . . . . . . . . . . . . . . . . . . . . . . . . . . 472 Multi-expert analysis and validation of objective vascular tortuosity measurements L. Ramos, J. Novo, J. Rouco, S. Romeo, M. D. Álvarez, and M. Ortega. . . . . . . . . . . . . . . . . . . . . . . . . . . 482 How to combine spatio-temporal and thematic features in online news for enhanced animal disease surveillance? Sarah Valentin, Renaud Lancelot, and Mathieu Roche . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 490 A multi-objective mathematical model for the optimization of the transittability of complex biomolecular networks Ali Ayadi, Cecilia Zanni-Merk, Fran¸ois de Bertrand de Beuvron, and Saoussen Krichen. . . . . . . . . . . . . . 498 A multi-objective method for optimizing the transittability of complex biomolecular networks Ali Ayadi, Cecilia Zanni-Merk, François de Bertrand de Beuvron, and Saoussen Krichen . . . . . . . . . . . . . 507 Cooperative Multi-Agent Systems Using Distributed Reinforcement Learning Techniques Wiem Zemzem, and Moncef Tagina . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 517 ONTO-PLC: An ontology-driven methodology for converting PLC industrial plants to IoT Matteo Cristani, Florenc Demrozi, and Claudio Tomazzoli . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 527
vi Contents Fintech Model: The Random Neural Network with Genetic Algorithm Will Serrano. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 537 NetSim - The framework for complex network generator Akanda Wahid-Ul-Ashraf, Marcin Budka, and Katarzyna Musial . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 547 GPU Cuda JSEG Segmentation Algorithm associated with Deep Learning Classifier for Electrical Network Images Identification Francisco Fambrini, Luis Mariano Del Val Cura, João Batista Destro-Filho, and José Hiroki Saito . . . . . . 557 An Enhanced xAPI Data Model Supporting Assessment Analytics Azer Nouira, Lilia Cheniti-Belcadhi, and Rafik Braham. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 566 Partially Lazy Classification of Cardiovascular Risk via Multi-way Graph Cut Optimization Karma M. Fathalla, Anikó Ekárt, and Doina Gherghel. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 576 Noninvasive Detection of Potentially Precancerous Lesions of Vocal Fold Based on Glottal Wave Signal and SVM Approaches Anis Ben Aicha . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 586 Spark-based data analytics of sequence motifs in large omics data Oluwafemi A. Sarumi, Carson K. Leung, and Adebayo O. Adetunmbi . . . . . . . . . . . . . . . . . . . . . . . . . . . . 596 Customization of multi-tenant learning process as a service with Business Process Feature Model Sameh Azouzi, Zaki Brahmi, and Sonia Ayachi Ghannouchi . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 606 A study of some fast inpainting methods with application to iris reconstruction Anca Ignat, and Alexandru Vasiliu. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 616 A simple algorithm for the lexical classification of comparable adjectives Matteo Cristani, Ilaria Chitó, Claudio Tomazzoli, and Margherita Zorzi . . . . . . . . . . . . . . . . . . . . . . . . . . . 626 A Multivariate Fuzzy Time Series Resource Forecast Model for Clouds using LSTM and Data Correlation Analysis Nhuan Tran, Thang Nguyen, Binh Minh Nguyen, and Giang Nguyen. . . . . . . . . . . . . . . . . . . . . . . . . . . . . 636 A Scenario-based Approach; Assuring Effect of Software Product Kazuki Kakimoto, Hiroki Umeda, Kazuhiro Sogawa, and Yasushi Ueda. . . . . . . . . . . . . . . . . . . . . . . . . . . 646 Fast Spatial Spectral Schroedinger Eigenmaps algorithm for hyperspectral feature extraction Asma Fejjari, Karim Saheb Ettabaa, and Ouajdi Korbaa. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 656 A common-sense based system for Geo-IoT Ruben Cantarero, Ana Rubio, Cristian Trapero, Maria J. Santofimia, Felix J. Villanueva, David Villa, and Juan C. Lopez . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 665 Context Modeling for Industry 4.0: an Ontology-Based Proposal Franco Giustozzi, Julien Saunier, and Cecilia Zanni-Merk. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 675 A semantic approach for constructing valid composition scenarios of linguistic Web services Mariem NEJI, Bilel GARGOURI, and Mohammed JMAIEL. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 685 2D Parallel Architecture for Morphological Operators Supporting Multiple Shaped Structuring Elements Hajer ELLOUMI, Mohamed KRID, and Dorra SELLAMI . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 695 Emotional Influences on Cryptographic Key Generation Systems using EEG signals Dang Nguyen, Dat Tran, Dharmendra Sharma, and Wanli Ma. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 703 On the Study of Impacts of Brain Conditions on EEG-based Cryptographic Key Generation Systems Dang Nguyen, Dat Tran, Dharmendra Sharma, and Wanli Ma. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 713 A robust anisotropic edge detection method for carotid ultrasound image processing José Rouco, Catarina Carvalho, Ana Domingues, Elsa Azevedo, and Aurélio Campilho. . . . . . . . . . . . . . . 723
Contentsvii
Using the hybrid ILS/VND method for solving the patients scheduling problem in emergency department:
a case study
Marwa Harzi, Jean-François Condotta, Issam Nouaouri, and Saoussen Krichen. . . . . . . . . . . . . . . . . . . . . 733
An unsupervised classification approach for hyperspectral images based adaptive spatial and spectral
neighborhood selection and graph clustering
Manel Ben Salem, Karim Saheb Ettabaa, and Med Salim Bouhlel. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 743
Topological Mapping of Neurons using Activities Detected in MEA Recording Signals
José Roberto Campos, José Hiroki Saito, João Fernando Mari, Francisco Fambrini, Luis Mariano
Del Val Cura, and Eduardo Rafael Lappa Rodriguez. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 751
Walking Direction Estimation for Gait Based Applications
Imen Chtourou, Emna Fendri, and Mohamed Hammami . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 759
A Combination of Reduction and Expansion Approaches to Deal with Long Natural Language queries
Mohamed ETTALEB, Chiraz LATIRI, and Patrice BELLOT. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 768
A Decomposition-based Approach of Global Norms for Hierarchical Normative Systems
Ezzine Missaoui, Belhassen Mazigh, Sami Bhiri, and Vincent Hilaire. . . . . . . . . . . . . . . . . . . . . . . . . . . . . 778
An approach to evaluate adherence to the theme and the argumentative structure of essays
Aluizio Haendchen Filho, Hércules A. do Prado, Edilson Ferneda, and Jonathan Nau . . . . . . . . . . . . . . . . 788
BigDimETL with NoSQL Database
Hana Mallek, Faiza Ghozzi, Olivier Teste, and Faiez Gargouri . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 798
Refined cloud services discovery based on user model including privacy-preserving access control
Sarra Abidi, Mehrez Essafi, Myriam Fakhri, and Henda Hajjami Ben Ghezala. . . . . . . . . . . . . . . . . . . . . . 808
Agent execution platform dedicated to C-ITS
Chadha Zarari, Flavien Balbo, and Khaled Ghedira . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 821
Data analytics on the board game Go for the discovery of interesting sequences of moves in joseki
Carson K. Leung, Felix Kanke, and Alfredo Cuzzocrea . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 831
Development of a Check Sheet for Code-review towards Improvement of Skill Level of Novice
Programmers
Shinichi Oeda, and Hajime Kosaku. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 841
It could rain: weather forecasting as a reasoning process
Matteo Cristani, Francesco Domenichini, Francesco Olivieri, Claudio Tomazzoli, and Margherita Zorzi. . . . 850
A New Method For Rules Dependency Extraction
Abir Boujelben, and Ikram Amous . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 860
Autodriver Autonomous Vehicles Control Strategy
Ching Nok TO, Hormoz, Đại Võ Quốc, Milan Simic, Hamid Khayyam, Marzbani, and Reza N. Jazar. . . . . 870
Software system in Hyperloop pod
Ruslan Nikolaev, Rinat Idiatuallin, and Dinara Nikolaeva . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 878
Raising driver attentiveness with unconscious learning effect
Toshio Ito, and Shuji Sudo. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 891
Genetic Algorithm Analysis using the Graph Coloring Method for Solving the University Timetable
Problem
Maram Assi, Bahia Halawi, and Ramzi A. Haraty. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 899
Modelling the non-stationary videos for performance assessment of frame reconstruction
Margarita Favorskaya, and Vladimir Buryachenko. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 907viii Contents No-reference quality assessment of blurred frames Margarita Favorskaya, and Alexander Proskurin. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 917 Virtual workshop for creative teaching of STEM courses Dana M. Barry, Hideyuki Kanematsu, Katsuko Nakahira, and Nobuyuki Ogawa . . . . . . . . . . . . . . . . . . . . 927 Inventory Satisfaction Discrimination Method Utilizing Images and Deep Learning Tenma Kawanaka, and Tsukasa Kudo. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 937 A System for Japanese Listening Training Support with Watching Japanese Anime Scenes Shan Junjie, Yoko Nishihara, and Ryosuke Yamanishi . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 947 A proposal of method to make active learning from class to self-study using active note taking and active textbook system Shin-nosuke Suzuki, Yutaro Akimoto, Yasuhiro Kobayashi, Manabu Ishihara, Ryohei Kameyama, and Masaya Yamaguchi. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 957 Research on Hybrid Information Evaluation Type Watching Technology for the Improvement of QOL of the Elderly Jun Sawamto, Kota Watanabe, Hiroshi Yajima, Manabu Kurosawa, and Yoji Taniguchi. . . . . . . . . . . . . . . 967 Incentive Mechanism of Medical Data Provider of Health Data Bank Lijun Zhou, Jianxia Gong, and Lindu Zhao. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 976 Obtaining Exhaustive Answer Set for Q&A-based Inquiry System using Customer Behavior and Service Function Modeling Hironori Takeuchi, Satoshi Masuda, Kohtaroh Miyamoto, and Shiki Akihara. . . . . . . . . . . . . . . . . . . . . . . 986 An Interval-Type Autocorrelated Fuzzy Time-Series Model Used Other Fuzzification and Its Sequential Reconstruction Yoshiyuki Yabuuchi. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 996 The improvement of data in pairwise comparison matrices Jacek Szybowski . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1006 Some Psychological Responses Measured by a Commercial Electrooculography Sensor and Its Applicability Hideyuki Kanematsu, Dana M. Barry, Nobuyuki Ogawa, Katsuko T. Nakahira, Michiko Yoshitake, Tatsuya Shirai, Masashi Kawaguchi, Toshiro Kobayashi, and Kuniaki Yajima . . . . . . . . . . . . . . . . . . . . . . 1014 Behind the benefits of using an automated exercise creation system Kalle Saastamoinen, and Antti Rissanen. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1023 Statistical distribution of the sub-second price fluctuation in the latest arrowhead market Mieko Tanaka-Yamawaki, Masanori Yamanaka, and Yumihiko S. Ikura . . . . . . . . . . . . . . . . . . . . . . . . . . . 1029 Investigation into Parents’ Concerns about the Introduction of Programming Education into Japanese Primary School Yukiko Maruyama . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1037 Pilot considerations of brain activity detection based on difference of English words difficulty levels at recognition of English words Tatsuya Sasaki, Yoritaka Akimoto, and Katsuko T. Nakahira. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1046 Use of symmetric Hadamard and Mersenne matrices in digital image processing Anton Vostrikov, Mikhail Sergeev, Nikolaj Balonin, and Alexander Sergeev. . . . . . . . . . . . . . . . . . . . . . . . 1054 On the development of an open and collaborative bioinformatics research environment Alexandros Kanterakis, Nikos Karacapilidis, Lefteris Koumakis, and George Potamias. . . . . . . . . . . . . . . 1062 Impacts of Temperature and Humidity variations on RSSI in indoor Wireless Sensor Networks Amir Guidara, Ghofrane Fersi, Faouzi Derbel, and Maher Ben Jemaa. . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1072
Contentsix Two approaches to the calculation of air subdomains: theoretical estimation and practical results Alena Favorskaya, Vasily Golubev, and Nikolay Khokhlov. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1082 Explanation the difference in destructed areas simulated using various failure criteria by the wave dynamics analysis Alena Favorskaya, Vasily Golubev, and Daniil Grigorievyh. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1091 Modeling the impact of wheelsets with flat spots on a railway track Alena Favorskaya, and Nikolay Khokhlov . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1100 The use of multiple waves to obtain information on an underlying geological structure Alena Favorskaya. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1110 Proposal of Integrated Reference Model For Realization of Dream and Transformation Ryu Katayama . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1120 A Composite Dependability for Enterprise Architecture Shuichiro Yamamoto, Zhi Qiang, and Shuji Morisaki. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1130 A Fine-Tuned Convolution Neural Network Based Approach For Phenotype Classification Of Zebrafish Embryo Gaurav Tyagi, Nilesh Patel, and Ishwar Sethi. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1138 Knowledge Resources Development Process In Business Process Outsourcing (BPO) Organizations Justyna Krysińska, Piotr Janaszkiewicz, Marcin Prys, and Przemysław Różewski . . . . . . . . . . . . . . . . . . . 1145 Text Summarization For Storytelling: Formal Document Case Piotr Janaszkiewicz, Justyna Krysińska, Marcin Prys, Magdalena Kieruzel, Tomasz Lipczyński, and Przemysław Różewski. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1154 Data Analytics Systems and SME type – a Design Science Approach Patrick Ulrich, Wolfgang Becker, Alexandra Fibitz, Eva Reitelshöfer, and Felix Schuhknecht. . . . . . . . . . 1162 Application of artificial intelligence methods to recognize pathologies on medical images Georgy Lebedev, Herman Klimenko, Sergey Kachkovskiy, Vadim Konushin, Ilya Ryabkov, and Alexander Gromov . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1171 Features of the diagnostic information processing for congenital lung malformations in newborns for the automated analysis and surgical navigation systems G.B. Nemkovskiy, E.I. Dorofeeva, U.N. Tumanova, D.N. Degtyarev, A.V. Kozlova, and A.V. Prohin. . . . 1178 TWO-STAGE THIRD-PARTY REVIEW PROPOSAL USING THE ENTERPRISE ARCHITECTURE IN SOFTWARE DEVELOPMENT Haruhiro Tsuchiya, Shuichiro Yamamoto, Yuko Murakami, Tomoyuki Yanagisawa, Naoko Kobayashi, and Jiaqi Wan. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1187 System analysis of human capital for information system development Marcin Prys, Justyna Krysińska, Piotr Janaszkiewicz, Paweł Winiecki, and Przemysław Różewski. . . . . . 1197 Physical and Behavioral Characterization of Human Groups Classified Using Symbolic Pattern Analysis Kosuke Shima, Koichi Moriyama, Atsuko Mutoh, and Nobuhiro Inuzuka. . . . . . . . . . . . . . . . . . . . . . . . . . 1206 The original technique of the collection and adaptation different types of diagnostic information for congenital urinary malformations in newborns for the systems of automated analysis of three-dimensional images and surgical navigation G.B. Nemkovskiy, Yu.L. Podurovskaya, I.S. Balashov, P.B. Kozhin, A.V. Prohin, and V.G. Bychenko. . . . . 1216 Determinants of Using Project Management in the Implementation of Information Systems Witold Chmielarz, and Marek Zborowski. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1224
x Contents Application of a prospective assisted reproductive technologies register for calculating the probability of pregnancy Georgy Lebedev, Marina Shakhova, Alexey Kholin, Oleg Malyarenko, Vladimir Bondarenko, and Sergey Zykov. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1237 Meta-Requirements for Information System Requirements: Lesson Learned from Software Ecosystem Researches Haruhiko Kaiya . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1243 Some Aspects on Complementarity and Heterodoxy in Non-Classical Logics Jair M. Abe, Seiki Akama, Kazumi Nakamatsu, and João I. da Silva Filho . . . . . . . . . . . . . . . . . . . . . . . . . 1253 Edge detection in MRI brain tumor images based on fuzzy C-means clustering Alexander Zotin, Konstantin Simonov, Mikhail Kurako, Yousif Hamad, and Svetlana Kirillova . . . . . . . . 1261 Cybersecurity best practices among Polish students Oskar Szumski. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1271 Numerical simulation of destruction processes by the grid-characteristic method Vasily Golubev, Nikolay Khokhlov, Daniil Grigorievyh, and Alena Favorskaya. . . . . . . . . . . . . . . . . . . . . 1281 Hardcore Gamer Profiling: Results from an unsupervised learning approach to playing behavior on the Steam platform Florian Baumann, Dominik Emmert, Hermann Baumgartl, and Ricardo Buettner. . . . . . . . . . . . . . . . . . . . 1289 A Study on Delivery Evaluation under Asymmetric Information in the Mail-order Industry Masakazu Takahashi, Hiroaki Azuma, and Kazuhiko Tsuda. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1298 Digital technologies to improve effectiveness of pharmacotherapy K.A. Koshechkin, A.V. Polikarpov, and G.P. Radzievsky. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1306 Fuzzy Matching of OpenAPI Described REST Services Cong Peng, Prashant Goswami, and Guohua Bai . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1313 Scope for the Application of Blockchain in the Public Healthcare of the Russian Federation K.A. Koshechkin, G.S. Klimenko, I.V. Ryabkov, and P.B. Kozhin. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1323 Contribution to Purchase Behavior of Voluntary Search Compared to Web Advertisement Takumi Kato, and Kazuhiko Tsuda . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1329 A Method of Measurement of The Impact of Japanese News on Stock Market Daisuke Katayama, and Kazuhiko Tsuda. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1336 Vehicle Classification Based on Multiple Fuzzy C-Means Clustering Using Dimensions and Speed Features Saleh Javadi, Muhammad Rameez, Mattias Dahl, and Mats I. Pettersson . . . . . . . . . . . . . . . . . . . . . . . . . . 1344 Experiences and perspectives of Technology-enhanced learning and teaching in higher education – Serbian case Mirjana Ivanović, Aleksandra Klašnja Milićević, Veljko Aleksić, Brankica Bratić, and Milinko Mandić. . . . 1351 Effects of facial expressions on impression evaluation for Japanese stuttering voices Atsuko K. Yamazaki, Noriaki Miwa, Kazukiyo Inada, Muhammad Nur Adilin Bin Mohd Anuardi, and Mashu Sanjo . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1360 A Management Method of the Corporate Brand Image Based on Customers’ Perception Takumi Kato, and Kazuhiko Tsuda . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1368 Component Selection with Fuzzy Decision Making Johan Silvander . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1378
Contentsxi Conceptual Modeling supported by Text Analysis Yasunobu Kino. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1387 An effective heuristic for the single-machine scheduling problem with flexible maintenance under human resource constraints Meriem Touat, Fatima Benbouzid-Si Tayeb, and Belaid Benhamou. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1395 Implementation and evaluation of an immunity-enhancing module for ISC BIND9 Takeshi Okamoto, and Mitsunobu Tarao. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1405 Rolls of facilitator in collaborative active learning for relaxing life Taizo Miyachi, Saiko Iga, and Takashi Furuhata. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1415 Solving Distributed and Flexible Job shop Scheduling Problem using a Chemical Reaction Optimization metaheuristic Bilel Marzouki, Olfa Belkahla Driss, and Khaled Ghedira. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1424 Prediction of Broadband Spectrum Utilization Data for Spectrum Sharing Nobuo Suzuki, and Tatsuya Yoshioka. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1434 Detection of Words Accepted to Dynamic Abstracts Focusing on Local Variation of Word Frequency Haruna Mori, Ryosuke Yamanishi, and Yoko Nishihara . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1442 Correlation analysis between customer’s behaviour on website and actual purchase Satoshi Yoshimaru, Daisuke Sakamoto, Takehiko Yazawa, and Kazuhiko Tsuda. . . . . . . . . . . . . . . . . . . . . 1450 Verification and online updating of decision making control logic for onboard real-time control systems Andrey Tyugashev, and Dmitrii Zheleznov. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1457 Extraction method of the gap between the reputation of reviews and the maker strategy Yuko Taniguchi, and Kazuhiko Tsuda. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1467 Method of extracting appliance pricing factors in e-commerce Tatsuya Ogura, and Kazuhiko Tsuda. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1476 Potentials of changing customer needs in a digital world – a conceptual model and recommendations for action in tourism Christopher Reichstein, and Ralf-Christian Härting . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1484 Potentials of Digital Business Models – Empirical investigation of data driven impacts in industry Ralf-Christian Härting, Christopher Reichstein, and Matthias Schad. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1495 Dual-Resource Constraints in Classical and Flexible Job Shop Problems: A State-of-the-Art Review Mondher Dhiflaoui, Houssem Eddine Nouri, and Olfa Belkahla Driss. . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1507 National university rankings based on open data: A case study from Serbia Vladimir Ivančević, and Ivan Luković. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1516 Social Listening System Using Sentiment Classification for Discovery Support of Hot Topics Daisuke Sakamoto, Naoki Matsushita, Mitsumasa Noda, and Kazuhiko Tsuda. . . . . . . . . . . . . . . . . . . . . . 1526 I-vector Extraction for Speaker Recognition Based on Dimensionality Reduction Noor Salwani Ibrahim, and Dzati Athiar Ramli. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1534 Preserving the Correctness of Dynamic Workflows within a Cloud Environment Fairouz Fakhfakh, Hatem Hadj Kacem, Ahmed Hadj Kacem, and Faten Fakhfakh. . . . . . . . . . . . . . . . . . . 1541 Formal Verification Approaches for Distributed Algorithms: A Systematic Literature Review Faten Fakhfakh, Mohamed Tounsi, Mohamed Mosbah, and Ahmed Hadj Kacem. . . . . . . . . . . . . . . . . . . . 1551 Human Knowledge in Constructing AI Systems — Neural Logic Networks Approach towards an Explainable AI Liya Ding. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1561
xii Contents English writing eportfolio for university STEM majors Sunao Fukunaga. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1571 Structured analysis of the evaluation process for adopting open-source software Shinji Akatsu, Yoshikatu Fujita, Takumi Kato, and Kazuhiko Tsuda . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1578 Human-website interaction monitoring in recommender systems Piotr Sulikowski, Tomasz Zdziebko, Dominik Turzyński, and Eliasz Kańtoch . . . . . . . . . . . . . . . . . . . . . . 1587 Environmental risk zones mapping using satellite monitoring data Alexander Zotin, Dmitriy Zuev, Valentin Kashkin, Mikhail Kurako, and Konstantin Simonov. . . . . . . . . . 1597 Towards an adaptable task model within an evolutionary environment Mouna Jarraya, and Faouzi Moussa. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1606 The Concept of Virtual Reality System to Study the Media Message Effectiveness of Social Campaigns Anna Borawska, Mariusz Borawski, and Małgorzata Łatuszyńska. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1616 A study on existing and actually used capabilities of mobile phones technologies Grzegorz Szyjewski, and Luiza Fabisiak. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1627 A New Model for Respected Meetings Ahmet Demir, and Ihsan Bulut . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1637 Near Real-time Autonomous Quality Control for Streaming Environmental Sensor Data Connor Scully-Allison, Vinh Le, Eric Fritzinger, Scotty Strachan, Frederick C. Harris, and Sergiu M. Dascalu. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1656 An Educational Science Ride Using a Motion Flight Simulator Platform Alex Redei, and Sergiu Dascalu. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1666 Defect Classification of Electronic Board Using Dense SIFT and CNN Yuji Iwahori, Yohei Takada, Tokiko Shiina, Yoshinori Adachi, M. K. Bhuyan, and Boonserm Kijsirikul . . . . 1673 TOPSIS and VIKOR methods in study of sustainable development in the EU countries Piwowarski Mateusz, Miłaszewicz Danuta, Łatuszyńska Małgorzata, Borawski Mariusz, and Nermend Kesra. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1683 Reverse Logistic Network Optimization Research for Sharing Bikes Xuping Wang, Mingming Zhao, and Honghui He. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1693 Why do people believe in fake news over the Internet? An understanding from the perspective of existence of the habit of eating and drinking Hiroko Kanoh. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1704 Development of web-based learning materials to support assisting-skill acquisition using 3DCG Kaoru Eto, Hiroshi Takase, Hiroshi Matsuda, Atsuko Yamazaki, Hiroko Yoshida, Kiyomi Ito, Chiemi Ogiwara, Ikuko Saeki, Akihiko Shimizu, and Suopor Hiranchiracheep. . . . . . . . . . . . . . . . . . . . . . 1710 Tactical Production and Distribution Planning in Urban Logistics under Vehicle Operational Restrictions Mu Du, Nan Kong, Xiangpei Hu, and Lindu Zhao. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1720 Bundling Strategy and Channel Competition in Supply Chains with Complementary Products Sijie Li, Minghui Lai, and Weili Xue. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1730 The Difference between Variable-based and Context-based Networks of Data Using Data Jackets Teruaki Hayashi, and Yukio Ohsawa. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1740 Selected problems of contemporary research on behavior Joanna Szyjewska-Bagińska, and Zdzisław Szyjewski. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1748 Mining Neuroscience Data for Social Campaign Evaluation Anna Borawska . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1758
Contentsxiii Applicative-based automatic configuration management for virtual machines Sergey V. Zykov, Leonid D. Shumsky, Anatoly V. Tykushin, and Alexander G. Tormasov . . . . . . . . . . . . . 1771 Enhancing the Cyber Resilience of Critical Infrastructures through an Evaluation Methodology Based on Assurance Cases Dorien Koelemeijer. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1779 Pricing decisions and environmental assessment in a two-echelon supply chain with returnable transport items Min Wang, Lindu Zhao . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1792 Framework of highly secure transaction management for affiliate services of video advertising Motoi Iwashita, Shigeaki Tanimoto, and Kana Tsuchiya. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1802 Analysis of Two-Tier Healthcare Service Systems under Value-Based Competition in China Xinxin Guo, Haiyan Wang, and Xuejiu Zhang . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1810 Position recognition algorithm using a two-stage pattern classification set applied in sleep tracking Eva Rodríguez de Trujillo, Ralf Seepold, and Maksym Gaiduk . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1819 A qualitative knowledge representation model and application for crisis events Jiangnan Qiu, Min Zuo, Shuning Yang, and Huayan Shi . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1828 Contextual Knowledge to Enhance Workplace Hazard Recognition and Interpretation in a Cognitive Vision Platform Caterine Silva de Oliveira, Cesar Sanin, and Edward Szczerbicki . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1837 A Pre-Analysis of the Effect of White, Blue and Green Background Colours on Working Memory in a Reading Span Task Muhammad Nur Adilin Mohd Anuardi, Atsuko K. Yamazaki, and Kaoru Eto. . . . . . . . . . . . . . . . . . . . . . . 1847 From Knowledge based Vision Systems to Cognitive Vision Systems: A Review Thamiris de Souza Alves, Caterine Silva de Oliveira, Cesar Sanin, and Edward Szczerbicki . . . . . . . . . . . 1855 An ontology-based monitoring system for multi-source environmental observations Maroua Masmoudi, Sana Ben Abdallah Ben Lamine, Hajer Baazaoui Zghal, Mohamed Hedi Karray, and Bernard Archimede. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1865 Item-centric mining of frequent patterns from big uncertain data Peter Braun, Alfredo Cuzzocrea, Carson K. Leung, Adam G.M. Pazdor, and Joglas Souza. . . . . . . . . . . . . 1875 Investigating the possibility of speeding up Mininet by using Netmap, an alternative Linux packet I/O framework Ulf Noring . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1885 Shift of perceived distance reflecting an organizational culture -revealing through multi-dimensional scaling method Jun Nakamura, and Sanetake Nagayoshi. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1895 An acquisition system of in-house parameters from wireless sensors for the identification of an environmental model Giorgio Biagetti, Diego Coccia, Paolo Crippa, Laura Falaschetti, and Claudio Turchetti . . . . . . . . . . . . . . 1903 Integrated optimization model of the urgent order distribution and delivery problem of online pharmacy Mengqi Yu, Yonggang Li, Yanling Zhuang, and Xiangpei Hu . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1913 Modeling and verification of supervisory rules in Internet of Things environment Tao Lu, and Xinye Huo. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1926 Motor imagery based EEG features visualization for BCI applications Madiha Tariq, Pavel M. Trivailo, and Milan Simic. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1936
xiv Contents EEG in analysis of the level of interest in social issue advertising Piwowarski Mateusz . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1945 Implementing Multi-Robot Cafe by PRINTEPS with Service Quality Dimensions Takeshi Morita, Naho Kashiwagi, Ayanori Yorozu, Hideo Suzuki, and Takahira Yamaguchi . . . . . . . . . . . 1954 Analysis of e-Banking Websites’ Quality with the Application of the TOPSIS Method – A Practical Study Witold Chmielarz, and Marek Zborowski. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1964 A comparative study of machine learning algorithms for physiological signal classification Giorgio Biagetti, Paolo Crippa, Laura Falaschetti, Giulia Tanoni, and Claudio Turchetti . . . . . . . . . . . . . . 1977 Order batching and sequencing problem under the pick-and-sort strategy in online supermarkets Xiaowei Jiang, Yaxian Zhou, Yuankai Zhang, Lijun Sun, and Xiangpei Hu. . . . . . . . . . . . . . . . . . . . . . . . . 1985 Active Learning Strategy at a Collegewide Level in NIT, Gifu College Nobuyuki Ogawa. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1994 Tool for Extracting Latent Field Overseers’ Knowledge for Risk Recognition on Eyes and Algorithm for Structuring Meta and Domain Knowledge from Utterances Noriyuki Kushiro, Yusuke Aoyama, and Yuji Fujita. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2003 How to determine the necessary knowledge in the inconsistent situation Akinori Abe . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2013 Analysis and classification of university students’ educational skills using a computer-assisted web-interviewing questionnaire Tadanari Taniguchi, Yukiko Maruyama, Daisaku Kurita, and Makoto Tanaka. . . . . . . . . . . . . . . . . . . . . . . 2021 Fuzzy decision-making model with qualitative states and fuzzified outcomes Elisabeth Rakus-Andersson. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2030 Representation of Events and Rules in Gamification Systems Jakub Swacha. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2040 Development of an AR Drawing System with Point Cloud Data suitable for Real-time Gripping Movement by using Kinect Hiroki Inatome, and Masato Soga. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2050 Analysis of brain activity in distance recognition Shohei Matsui, Hirokazu Miura, Noriyuki Matsuda, Masato Soga, and Hirokazu Taki. . . . . . . . . . . . . . . . 2058 Determining Importance of Ranges of MMPI Scales Using Fuzzification and Relevant Attribute Selection Krzysztof Pancerz, Wiesław Paja, Jaromir Sarzyński, and Jerzy Gomuła. . . . . . . . . . . . . . . . . . . . . . . . . . . 2065 Enhancing the user experience with vertical transportation solutions Alber J. Christianto, Peng Chen, Osheen Walawedura, Annie Vuong, Jun Feng, Dong Wang, Maria Spichkova, and Milan Simic. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2075 The construction of fundamental portfolio with the use of multivariate approach Waldemar Tarczyński, and Małgorzata Tarczyńska-Łuniewska . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2085 Active Learning on Digital Marketing for Advertising A University Museum Exhibition Toshiki Ueda, and Hiroshi Ban . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2097 Ipsum – An Approach to Smart Volatile ICT-Infrastructures for Smart Cities and Communities Anne Håkansson. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2107 A Methodology to Enhance Industrial Control System Security Dominic Timpson, and Esmiralda Moradian. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2117 Experiments with Consistency-Based Preprocessing of MMPI Data for Classification Tasks Krzysztof Pancerz, and Jerzy Gomuła. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2127
Contentsxv On Analysis of e-Banking Websites Quality – Comet Application Witold Chmielarz, and Marek Zborowski. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2137 Motion Comparison Learning Support Environment for Learner’s Motion synchronized with Archived Target Expert’s Motion Toshihiro Yoshinaga, and Masato Soga. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2153 The procedure of building stable fundamental database with the use of Matlab software Małgorzata Tarczyńska-Łuniewska. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2163 ANP-based analysis of ICT usage in Central European enterprises Jarosław Becker, Aneta Becker, Piotr Sulikowski, and Tomasz Zdziebko . . . . . . . . . . . . . . . . . . . . . . . . . . 2173 Communication maturity model for organizations realizing EU projects Karolina Muszyńska. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2184 Knowledge systematization for ontology learning methods Agnieszka Konys. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2194 Towards Knowledge Handling in Ontology-Based Information Extraction Systems Agnieszka Konys. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2208 Action research for improving the risk literacy of university students: Focusing on the effectiveness of risk communication using Crossroad game Yumiko Nara . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2219 Fake News and its Credibility Evaluation by Dynamic Relational Networks: A Bottom up Approach Yoshiteru Ishida, and Sanae Kuraya . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2228 An Attempt to Knowledge Conceptualization of Methods and Tools Supporting Ontology Evaluation Process Wątróbski Jarosław . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2238 Using the COMET Method in the Sustainable City Transport Problem: an Empirical Study of the Electric Powered Cars Wojciech Sałabun, and Artur Karczmarczyk. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2248 SCORMAdaptiveQuiz: Implementation of Adaptive e-Learning for Moodle Hiroshi Ueda, Masako Furukawa, Kazutsuna Yamaji, and Motonori Nakamura . . . . . . . . . . . . . . . . . . . . . 2261
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