Advances in Knowledge-Based and Intelligent Information and Engineering Systems (2012) .. edited by Manuel Graña, etc
Contents
Preface
Keynote
Set of Experience and Experiential Decisional DNA 1
E. Szczerbicki, C. Sanín and C. Toro
Artificial Neural Networks, Connectionists Systems and Evolutionary Computation
Editor: Prof Bruno Apolloni, University of Milan, Italy
An Estimation of Distribution Algorithm for Solving the Quay Crane Scheduling Problem with Availability Constraints 10
C.E. Izquierdo, B.M. Batista and J.M.M. Vega
Performance Comparison of Non-RNN and RNN in Emergence of Discrete Decision Making through Reinforcement Learning 20
M.F. Samsudin and K. Shibata
Genetic Algorithm Solving Orienteering Problem in Large Networks 28
J. Karbowska-Chiliska, J. Koszelew, K. Ostrowski and P. Zabielski
Optimisation of Ensemble Classifiers using Genetic Algorithm 39
M.M. Gaber and M. Bader-El-Den
A Learning Based Evolutionary Algorithm for Distributed Multi-Depot VRP 49
A. Soeanu, S. Ray, M. Debbabi, J. Berger and A. Boukhtouta
Machine Learning and Classical AI
Editor: Prof Floriana Esposito, University of Bari, Italy
Positive Predictive Value Based Dynamic K-Nearest Neighbor 59
I. Mendialdua, N. Oses, B. Sierra and E. Lazkano
An Analysis of Clustering Approaches to Distributed Learning on Heterogeneously Distributed Datasets 69
D. Peteiro-Barral and B. Guijarro-Berdiñas
Unsupervised Discretization Method Based on Adjustable Intervals 79
M. Bennasar, R. Setchi and Y. Hicks
Evaluation of Random Subspace and Random Forest Regression Models Based on Genetic Fuzzy Systems 88
T. Lasota, Z. Telec, B. Trawiski and G. Trawiski
Agent and Multi-Agent Systems
Editor: Prof Ngoc Thanh Nguyen, Wroclaw University of Technology, Poland
A Logic for Strategies in Persuasion Dialogue Games 98
M. Kacprzak, K. Budzynska and O. Yaskorska
Multi-Agent Logic based on Temporary Logic TS4Kn serving Web Search 108
V. Rybakov
LMT: A Lightweight Logical Framework for Multi-agent Systems 118
J.N. Crossley and L.P. Cruz
Adaptive Organization for Cooperative Systems 128
N. Abchiche-Mimouni
An Optimal Tactic for Intelligent Agents to Conduct Search & Detection Operations based on Multiple Look Angles 139
B.U. Nguyen and F.-A. Bourque
A Complex System Approach for a Reliable Smart Grid Modeling 149
C. Petermann, S.B. Amor and A. Bui
A Comparison Analysis of Consensus Determining Using One and Two-level Methods 159
A. Kozierkiewicz-Hetmaska and N.T. Nguyen
Knowledge Based and Expert Systems
Editor: Prof Anne Hakansson, Royal Institute of Technology, Sweden
Multi-Agent Logic with Distances, Uncertainty and Interaction Based on Linear Temporal Frames 169
V. Rybakov
A Framework for Handling Fuzzy Temporal Events 179
Á. Fernández-Leal, D. Álvarez-Estevez, J.M. Fernández-Pastoriza and V. Moret-Bonillo
On the Continuous Evaluation of the Macrostructure of Sleep 189
D. Alvarez-Estevez, J.M. Fernández-Pastoriza, E. Hernández-Pereira and V. Moret-Bonillo
Entropic Dimensionality Reduction in Discriminating Between Alzheimer’s Disease and Vascular Dementia 199
D. Todorov, R. Setchi and A. Bayer
Meaning Judgment Method for Alphabet Abbreviation Using the Association Mechanism 209
S. Tsuchiya, M. Imono, E. Yoshimura and H. Watabe
Method of Constructing the Integral OLAP-model Based on Formal Concept Analysis 219
T. Penkova and A. Korobko
Semantically Enhanced Text Stemmer (SETS) for Document Clustering 228
I. Stankov, D. Todorov and R. Setchi
Prosaico: Characterisation of Objectives within the Scope of an Intelligent System for Sport Advising 238
E. Mosqueira-Rey, D. Prado-Gesto, A. Fernández-Leal and V. Moret-Bonillo
Exploiting the Self-Organizing Financial Stability Map 248
P. Sarlin
Knowledge-Driven Method for Object Qualification in 3D Point Cloud Data 258
H.B. Hmida, C. Cruz, C. Nicolle and F. Boochs
SAC^3 – A Rule-Based System to Include Context in the Durability Analysis of Civil Structures 268
C.A.L. Solano and G.E.B. Córdoba
Predicting the Final Result of Sporting Events Based on Changes in Bookmaker Odds 278
K. Odachowski and J. Grekow
Intelligent Vision, Image Processing and Signal Processing
Editor: Prof Tuan D. Pham; The University of Aizu, Japan
A Novel Channel Estimation Scheme Combining Adaptive Supervised and Unsupervised Algorithms 288
A. Dapena, J. Labrador, P.M. Castro and J.A. García-Naya
Reference Signal Cancellation in Passive Radar using Volterra-Wiener Class Filter with Dynamic Structure 296
P. Biernacki
Prosodic Feature Normalization for Emotion Recognition by using Synthesized Speech 306
M. Suzuki, S. Nakagawa and K. Kita
Regularity Dimension of Medical Images 314
T.D. Pham
Automatic Scoring of Shooting Targets with Tournament Precision 324
J. Rudzinski and M. Luckner
Motion Detection based on Simulated Depth Measurement 335
C.H. Lim, A. Kadyrov, C.S. Chan and H. Liu
Knowledge Management, Ontologies and Data Mining
Editor: Prof. Ron Hartung, Franklyn University, USA
Incorporating Farthest Neighbours in Instance Space Classification 345
D. Vaccaro-Senna and M.M. Gaber
Teleology in Knowledge Mapping 356
P. Krbálek and M. Vacek
Reducing the Size of Ontological Representation of Services using Ontology Recomposition 366
T. Rybicki
Ontologica: Exploiting Ontologies and Natural Language for Representing and Querying Railway Management Logics 376
D. Briola, R. Caccia, M. Bozzano and A. Locoro
Towards an Ontology Model for African Traditional Medicine 386
R.O. Angole, P. Jehopio, G. Maiga and G. Omoda-Onyait
Transitions-Based System 396
T. Raimbault, D. Genest and S. Loiseau
Ontology Based Patterns for Software Security Engineering 406
E. Moradian, A. Håkansson and J.-O. Andersson
MetaConcept: A Meta-ontology for Building Data and Knowledge Repositories 420
G. Bravo
Using OWL Ontology for Reasoning about Schema Mappings in Data Exchange Systems 430
T. Pankowski
Using Differential Evolution to Set Weights to Segments with Different Information Content in the Piecewise Aggregate Approximation 440
M.M.M. Fuad
Ontology Integration by Using Context and Ontology Violation Check 450
D. Wu and A. Håkansson
Towards a Supervised Rocchio-based Semantic Classification of Web Pages 460
S. Albitar, B. Espinasse and S. Fournier
Mobile Sentiment Analysis 470
L. Chambers, E. Tromp, M. Pechenizkiy and M.M. Gaber
OWL: Non Monotonic Ontological Web Language 480
R.G. Djider, A. Mokhtari and N. Boustia
Deterministic Approach for Biclustering of Co-Regulated Genes from Gene Expression Data 490
S. Roy, D.K. Bhattacharyya and J.K. Kalita
Metanode Composition Method for Multilingual Parallel-text Having Many-to-many Relationship 500
T. Fukushima and T. Yoshino
Tensor-based Relational Learning for Ontology Matching 509
A. Szwabe, P. Misiorek and P. Walkowiak
Privacy Aware Community Based Recommender Service for Conferences Attendees 519
A.M. Elmisery, K. Doolin and D. Botvich
Web Intelligence, Text and Multimedia Mining and Retrieval
Editor: Prof Andreas Nuernberger, University of Magdeburg, Germany
A Customized Dependency Tree Kernel for Effective Sentiment Classification 532
Z. Sun, C. Gu and C. Li
Judgment of Depressive Tendency from Emotional Fluctuation in Weblog 545
K. Matsumoto, N. Yoshioka, K. Kita and F. Ren
User Personalization via W-kmeans 555
C. Bouras and V. Tsogkas
Comparing Clustering Algorithms for Psychomime Classification using Probabilistic Latent Semantic Analysis and Fuzzy c-Means 565
Y. Kurosawa, N. Hatamoto, S. Hamada and T. Takezawa
Automatically Generating Multilingual, Semantically Enhanced, Descriptions of Digital Audio and Video Objects on the Web 575
B.P. Nunes, A. Mera, M.A. Casanova and R. Kawase
WNtags: A Web-Based Tool For Image Labeling And Retrieval With Lexical Ontologies 585
M. Horvat, A. Grbin and G. Gledec
An Algorithm for Tolerance Value Generator in Tolerance Rough Sets Model 595
G. Virginia and H.S. Nguyen
A Cognitive Model of the Web User 605
P.E. Román and J.D. Velásquez
Multilayered Class Discrimination in Large-Scale Taxonomies 615
J.C. Gomez and M.-F. Moens
Intelligent Robotics and Control
Editor: Dr Honghai Liu; University of Portsmouth, UK
A Multi-sensor Switching Scheme with Tolerance to Delay and Packet Loss 626
N. Stankovi, S. Olaru and S.-I. Niculescu
A Model Predictive Control Approach for the Pantograph-Catenary Positioning System 636
A.I. Chiriac, S. Olaru and P. Rodriguez-Ayerbe
Intelligent Tutoring Systems and E-Learning Environments
Editor: Prof Toyohide Watanabe, Nagoya University, Japan
An Empirical Investigation of the Role of Technology-based Education in Iran 646
S. Ghazinoory and M. Afshari-Mofrad
A Course-centered Ontology of Japanese Grammar for a Language Learning Support System 654
J. Wang and T. Mendori
A Method for Detecting Tense Errors in Learner English 664
R. Nagata and V. Sheinman
Intelligent Systems Topics
Editor: Dr Carlos Toro, Vicomtech IK4, Spain
Optimization of Approximate Decision Rules Relative to Number of Misclassifications 674
T. Amin, I. Chikalov, M. Moshkov and B. Zielosko
Pros and Cons of Horizontal Axis Wind Turbines Linear Identification 684
D. Stefanoiu and F.S. Tudor
Croatian Language N-Gram System 696
Š. Dembitz, B. Blaškovi and G. Gledec
Multi-Agent Stock Trading Algorithm – A Neural Network Approach 706
M. Tirea, I. Tandau and V. Negru
Computer- aided Diagnosis of Abdominal Aortic Aneurysm after Endovascular Repair Using Texture Analysis 716
G. García, J. Maiora, A. Tapia and M. De Blas
A Human-Computer Interaction System Facilitating Communication with Hearing-Impaired People 726
W. Koziol, H. Wojtowicz, K. Sikora and W. Wajs
Overlapping Community Detection in VCoP using Topic Models 736
R. Muñoz and S.A. Ríos
Evaluation of a Thermal-Comfort Control System Using Real Data 746
P. Bermejo, L. Redondo, L. delaOssa, D. Rodríguez, M.J. Flores, C. Urea, J.A. Gámez, J. Martínez-Gómez and J.M. Puerta
A Model for Content Generation in On-line Social Network 756
P.E. Román, M.E. Gutiérrez and S.A. Rios
Wi-Fi Localization via Particle Filtering and Use for M-commerce 766
J. Garofalakis and D. Varvaras
Thermal Fluids Transfer Systems Supervision Using NN Based Models 778
R.F. García, J.L. Calvo-Rolle and F.J.P. Castelo
A Complex System Approach for Smart Grid Analysis and Modeling 788
G. Guérard, S. Ben Amor and A. Bui
Decomposing the Global Financial Crisis: A Self-Organizing Time Map 798
P. Sarlin
Networks of Polarized Evolutionary Processors as Problem Solvers 807
P.P. Alarcón, F. Arroyo and V. Mitrana
Trust in Communication and Multiagent Systems 816
M. Graña and A. Agreda
Knowledge-Based Systems for e-Business
Editors: Professor Kazuhiko Tsuda, The University of Tsukuba,Tokyo, Japan
Dr Nobuo Suzuki, KDDI Corporation, Japan
Professor Masakazu Takahashi, University of Gumma, Japan
Intelligent Tourism Information Consumption: A Push Semantic Rule-based System 823
C. Lamsfus, D. Martín, A. Alzua-Sorzabal, D. López-de-Ipiña and E. Torres-Manzanera
Effective Extraction Method of Loss Aversion Utterances Based on the Expected Utility 833
N. Suzuki, Y. Fujita and K. Tsuda
An Information Recommendation System Focusing on Social Bookmarking 841
S. Kurahashi and T. Shirakawa
Discovering Shoppers’ Journey in Retail Environment by using RFID 857
M. Vukovic, I. Lovrek and H. Kraljevic
Building Knowledge for Characterization of the Bad Debt Customers in the Mail Order Industry with Random Forest 867
M. Takahashi, H. Azuma, M. Ikeda and K. Tsuda
Lecture Notes in Computer Science: An effective index to learn Software Engineering by using ITSS 875
R. El-Agamy, C. Morimoto and K. Tsuda
Decision Table Expansion Method for Software Testing 885
K. Uetsuki, T. Matsuodani, M. Takahashi and K. Tsuda
An Evaluation Method for Segmental Accommodation Reviews with Text Mining 893
K. Tsujii, T. Ikoma and K. Tsuda
A Robust-Adaptive Control Strategy of a Class of Bioprocesses Using Interval Observers 901
E. Petre, D. Seli teanu and D. endrescu
Skill Acquisition and Ubiquitous Human Computer Interaction
Editors: Prof. Hirokazu Taki, Wakayama University, Japan
Ass. Prof. Masato Soga, Wakayama University, Japan
An Analysis of White and Blue Background-color Effects on the Scores of Web-based English Grammar Tests using Near-infrared Spectroscopy 911
A.K. Yamazaki and K. Eto
Project-Based Learning with Small Serendipity for Multi-cultural Digital Archive 921
T. Miyachi, S. Iga, T. Furuhata and A. Ogiue
RCA based Local Image Feature Transform and its Application to Object Recognition 931
T. Nishimura, H. Wu, Q. Chen and H. Taki
Message Reply Method by Making use of Node Location Advertisement in VANET 941
H. Miura, M. Noguchi, N. Matsuda, M. Soga and H. Taki
A New Method for Non-Dominant Motion Skill Learning by Using Motion Navigator 953
M. Soga, K. Ishii, T. Nishino and H. Taki
Intelligent Monitoring and High-level Activity Interpretation using Multisensory Systems
Editors: Prof. Antonio Fernández-Caballero, Universidad de Castilla-La Mancha, Spain
Ass. Prof. Rafael Martínez-Tomás, Universidad Nacional de Educación a Distancia, Spain
Accumulative Computation and Fuzzy Sets for Robust Fall Detection in Color Video 960
J. Serrano-Cuerda, M.V. Sokolova, A. Fernández-Caballero, M.T. López and J.C. Castillo
Intelligent Monitoring and Activity Interpretation Framework – INT3-Horus General Description 970
J.C.Castillo, A. Fernández-Caballero, J. Serrano-Cuerda and M.V. Sokolova
Intelligent Monitoring and Activity Interpretation Framework – INT3-Horus Ontological Model 980
M.V. Sokolova, J.C. Castillo, A. Fernández-Caballero and J. Serrano-Cuerda
Identification of Alarming Behaviour Introduced by Monitoring based in the Integration of Ontologies 990
H.F. Gómez, R.M. Tomás and S.A. Tapia
Group Behavior Recognition Issue, Feature Analysis on Defending Pick and Roll Basketball Move 1001
A. Pozo, M.A. Patricio, J. García, J.M. Molina and I. Refoyo
Social Knowledge Support Infrastructure for Human Activity and Creativity
Editors: Asst. Prof Naoto Mukai , Sugiyama Jo-gakuen University, Japan
Assoc. Prof. Taketoshi Ushiama , Kyushu University, Japan
Prof. Toyohide Watanabe, Nagoya University, Japan
Aggregation of News Articles, being Time-dependent on Particular Topic 1011
Y. Tabuchi, Y. Koyanagi and T. Watanabe
Augmenting Social Media Monitoring through Human Collaboration 1021
N. Karacapilidis, R. Loeffler, D. Maassen and M. Tzagarakis
An Overview of a News Map System for Local News in Newspapers 1031
H. Ito
Design and Implementation of a Topic Providing System with Inference of Daily Life Behavior 1041
S. Suzuki, G. Tanaka, K. Ohta, H. Inamura, T. Mizuno and H. Mineno
Focusing Target Estimation for Supporting Awareness of Individual Learning Activity in Collaborative Learning 1051
J. Tanaka, Y. Hayashi and T. Kojiri
An Interface for Browsing Electronic Novels Using Attractiveness Map 1061
S. Murai and T. Ushiama
Learning Support for Intelligence: Functionality and Environment
Editors: Assoc. Prof. Tomoko Kojiri, Kansai University, Japan
Prof. Toyohide Watanabe, Nagoya University, Japan
Discussion Support to Train Meta-cognitive Skill by Improving Internal Self-Conversation for Knowledge Co-creation Workshop 1071
K. Seta, L. Cui, M. Ikeda and N. Matsuda
Supporting Self-Regulated Training on a Web-based Community-Environment for Runners 1081
K. Matsuura, K. Kanenishi and H. Moriguchi
Dynamic Utterance Role Restriction on CSCL 1091
K. Go and Y. Tamura
Effect of Arrangement in Digitized Note on Short-Term Remembrance 1101
M. Miura and R. Kudo
Proposal of an Interactive Remote Lecturing System with Complementary Features of Nonverbal Information 1111
H. Kunimune and M. Niimura
Consideration on the Relationship between Changes in Learners’ Learning Preferences and the Differences in e-Learning Modes of a Course 1121
K. Nishino, T. Mayumi, Y. Iribe, S. Mizuno, N. Ogawa, K. Yajima, K. Aoki and Y. Fukumura
Sub-exercise Generation Support Environment for Logical Understanding of Mathematics 1131
Y. Nogami and T. Kojiri
Population-based Metaheuristics
Editors: Prof. Piotr Jêdrzejowicz, Gdynia Maritime University, Poland
Dr. Ireneusz Czarnowski, Gdynia Maritime University, Poland
Guaranteeing the Quality of Service in Cluster-based Web Systems 1141
K. Zatwarnicki and L. Borzemski
An Approach to Cluster Initialization for RBF Networks 1151
I. Czarnowski and P. J drzejowicz
Impact of Migration Topologies on Performance of Teams of A-Teams 1161
P. J drzejowicz and I. Wierzbowska
Combined Classifier Constructed from the Reduced Dataset Obtained using Fuzzy C-means and Differential Evolution Algorithms 1171
J. J¸edrzejowicz and P. J ¸edrzejowicz
Fuzzy Evidence Reasoning and Position Fixing 1181
W. Filipowicz
An Agent-Based Implementation of the Multiple Neighborhood Search for the Capacitated Vehicle Routing Problem 1191
D. Barbucha
Team of A-Teams for Solving the Resource-Constrained Project Scheduling Problem 1201
P. Jedrzejowicz and E. Ratajczak-Ropel
Advanced Knowledge-based Systems
Editor: Professor Alfredo Cuzzocrea, University of Calabria, Italy
MMDW: A Multi-dimensional and Multi-granular Schema for Data Warehousing 1211
N. Iftikhar
Effective Detection of XML Outliers 1221
A. Cuzzocrea, G. Manco and E. Masciari
Latent Informative Links Detection 1233
L. Hu, J. Cao, G. Xu and Z. Gu
Axiomatizing Inconsistency Metrics for Integrity Maintenance 1243
H. Decker
Finding the Best Source of Information by means of a Socially-enabled Search Engine 1253
P. Fosci and G. Psaila
Modeling and Managing Uncertainty in Concurrent Database Transactions 1263
A. Cuzzocrea, H. Decker and F.D. Muñoz-Escoí
Vertical Frequent Pattern Mining from Uncertain Data 1273
B.P. Budhia, A. Cuzzocrea and C.K. Leung
Reasoning-based Intelligent Systems
Editor: Prof. Kazumi Nakamatsu, University of Hyogo, Japan
Prof. Jair Minoro Abe, Paulista University, Brazil
Early Smoke Detection in Outdoor Space by Spatio-temporal Clustering using a Single Video Camera 1283
M. Favorskaya and K. Levtin
Intelligent Texture Reconstruction of Missing Data in Video Sequences Using Neural Networks 1293
M. Favorskaya, M. Damov and A. Zotin
One Approach for Grayscale Image Decorrelation with Adaptive Multi-level 2D KLT 1303
R. Kountchev and K. Nakamatsu
Risk based Government Audit Planning using Naïve Bayes Classifiers 1313
R. Balaniuk, P. Bessiere, E. Mazer and P. Cobbe
A Study on the Variables Related to Software Quality: A Data Mining Based Approach 1324
H.A. do Prado, F.B. Campos, E. Ferneda, N.N. Cornelio and A.H. Filho
A Knowledge-based Process for Selecting Management Professionals 1332
E. Ferneda, H.A. do Prado and A.G.C. Sobrinho
Aspects of Curry Algebras, Computability, Constructibility, and Topological Spaces 1342
J.M. Abe, K. Nakamatsu and S. Akama
An Overview of Paraconsistent Artificial Neural Networks and Applications 1350
J.M. Abe, H.F.S. Lopes and K. Nakamatsu
Knowledge Engineering Solutions for Biomedical Applications
Editors: Prof. Gloria Bueno, Universidad de Castilla-La Mancha, Spain
Dr. Grégory Maclair, Vicomtech IK4, Research Centre, Spain
Carlos Parra, Hospital Universitario Virgen del Rocío, Spain
An Ontology-based Expert System for Decision Support in Cardiac Intensive Care Environments 1360
M. Martínez-Romero, J.M. Vázquez-Naya, J. Pereira, A. Pazos, M. Pereira and Gerardo Baños
Adaptive Parameter Computation for the Automatic Measure of the Tear Break-Up Time 1370
L. Ramos, N. Barreira, A. Mosquera, M. Currás, H. Pena-Verdeal, M.J. Giráldez and M.G. Penedo
Evolved Artificial Neural Networks for Controlling Topological Active Nets Deformation and for Medical Image Segmentation 1380
C.V. Sierra, J. Novo, J. Santos and M.G. Penedo
A Semantic Clinical Decision Support System: Conceptual Architecture and Implementation Guidelines 1390
E. Sanchez, C. Toro, A. Artetxe, M. Graña, E. Carrasco and F. Guijarro
A Comparative Study of Classifier Ensembles for Karyotyping 1400
I. Barandiaran, G. Maclair, I. Goienetxea, C. Jauquicoa and M. Graña
Recent trends in Knowledge Engineering, Smart Systems and their Applications
Editor: Dr. Cesar Sanín , University of Newcastle, Australia
Dr. Carlos Toro, Vicomtech IK4, Research Centre, Spain
Prof. Edward Szczerbicki, University of Newcastle, Australia
The Development of a Knowledge-based Electricity Power Station Condenser Management System 1408
P. Prickett, G. Davies and R. Grosvenor
Application of Wearable Smart System To Support Physical Activity 1418
P. wi tek, P. Klukowski, K. Brzostowski and J. Drapa a
Ontologically Aided Rule Model for the Implementation of ITIL Processes 1428
J. Pastuszak, A. Czarnecki and C. Or owski
Knowledge Engineering Relating to Spatial Web Performance Forecasting with Sequential Gaussian Simulation Method 1439
L. Borzemski and A. Kamiska-Chuchma a
The Concept of Knowledge Bases Supporting the IT Systems Integration Model 1449
C. Or owski, T. Sitek, K. Bartosiewicz and . Szczygielski
Advancing Knowledge Quality and Quantity in Knowledge Markets 1460
L. Mancilla-Amaya, E. Szczerbicki and C. Sanín
Conditions of the Fuzzy Internet Mortgage Market Sub-models Implementation 1470
A. Or owski and E. Szczerbicki
Speed-up of a Knowledge-Based Clinical Diagnosis System using Reflexive Ontologies 1480
A. Artetxe, E. Sanchez, C. Toro, C. Sanin, E. Szczerbicki, M. Graña and J. Posada
Business Process Modelling and Simulation using Formal Experience Record 1490
B. Kucharski and E. Szczerbicki
The Development of Decisional DNA DIGITAL TV 1500
H. Zhang, C. Sanin and E. Szczerbicki
Resource Allocation Problems in Network Processors for the Future Internet 1509
A. Kozik, R. Rudek, P. wi tek and A. Grzech
A Fuzzy Negotiation Model to Assign Variable’s Domain in Constraint Satisfaction Problems: An Agent Based Collaborative Engineering Modeling Case 1521
R. Mejía-Gutiérrez, A. Cálad-Álvarez and D. Zuluaga-Holguín
Decisional DNA with Embedded RELIEF-F and Linear Regression for Knowledge and Experience Management 1531
P. Wang, C. Sanin and E. Szczerbicki
Ontologies for Decision-making
Editor: Dr Cecilia Zanni-Merk, BFO team, University of Strasbourg, France
Dr Gregory Zacharewicz, GRAI, University of Bordeaux 1, France
Ontology Modeling for Intelligence: The ONTO-CIF Model 1543
V. Dragos
Using an Ontology for Modeling Decision-Making Knowledge 1553
E. Kornyshova and R. Deneckère
A Heuristic TRIZ Problem Solving Approach Based on Semantic Relatedness and Ontology Reasoning 1563
W. Yan, C. Zanni-Merk, F. Rousselot, D. Cavallucci and P. Collet
A Description Logics Geographical Ontology for Effective Semantic Analysis of Satellite Images 1573
M. Cravero, F. de Bertrand de Beuvron, C. Zanni-Merk and S. Marc-Zwecker
Multi-strategies Ontology Alignment Aggregated by AHP 1583
F. Song, G. Zacharewicz and D. Chen
Chance Discovery
Editor: Prof. Akinoro Abe, IREIIMS University, Japan
Prof. Yukio Ohsawa, Univ. of Tokyo, Japan
Logical Analysis for Chance Discovery in Multi-Agents’ Environment 1593
V.V. Rybakov
Supporting Intra-Team Communication Based on Psychological Tagging and Indirect Communication 1602
R. Oehlmann and Z. Syed
A Cross-cultural Study on Trust and Risk Perception among Japan, China, and the United States: Focusing on Earthquakes and Nuclear Power Plant Accidents 1609
Y. Nara
Sticky Tsugoes underlying Sticky Information 1622
Y. Ohsawa, K. Horie and M. Akimoto
Eye Movement and Time Perception in Combinatorial Thinking 1632
K. Miyamoto and Y. Ohsawa
Chance Discovery and Black Swan: From the Viewpoint of Abduction and Affordance 1638
A. Abe
Innovation and Automation using MAS
Editor: Dr. Jeffrey W. Tweedale, Defence Science and Technology Organisation and University of South Australia, Australia
Prof. Lakhmi Jain, University of South Australia, Australia
Middleware Interoperability in Tactical Defence Environments Smartphone Integration in the Net Warrior Initiative 1646
K. Foster
Multi-Agent Based System for Analysing Stress using the StressCafé 1656
A. Ghosh, J.W. Tweedale, A. Nafalski and M. Dollard
Using Mutli-Agent Systems to Improve the Level of Autonomy for Operators Controlling Unmanned Vehicles 1666
J.W. Tweedale
Computational Intelligence in Multimedia Processing
Editor: Prof. Otoniel Mario López Granado, Universidad Miguel Hernández, Spain
Prof. Adriana Dapena Janeiro, Universidade Da Coruña, Spain
Prof. Nicolás Guil Mata, Universidad de Málaga, Spain
Effcient Wavelet Sign Prediction: Simulated Annealing vs Genetic Algorithms 1676
J.M. Navarro, P. Moreno, F. Rodríguez-Ballester, A. Martí, M.A. Cruz-Chávez, M.P. Malumbres and O. López
Hybrid Precoding Scheme with Partial CSI at the Transmitter 1685
J. Labrador, P.M. Castro, F.J. Vazquez-Araujo and A. Dapena
H.264/AVC-to-SVC Temporal Transcoding using Machine Learning 1693
R. Garrido-Cantos, J. De Cock, J.L. Martínez, S. Van Leu-ven, P. Cuenca and A. Garrido
Pixel-based Background Initialization using Spatio-temporal Restrictions 1703
J. Villalba-Espinosa, J.M. González-Linares, Julián R. Cózar and N. Guil
Reducing Vocabulary Size in Human Action Classi cation 1712
J.R. Cózar, R. Hernández, Y. Heredia, J.M. González-Linares and N. Guil
Person Identification Based on Lattice Computing k-Nearest-Neighbor Fingerprint Classification 1720
T. Pachidis and V.G. Kaburlasos
CommunyFilm: A Social Network for Collaborative Video Creation 1730
D. Prado-Gesto and E.G. Pons
Knowledge-Based Intelligent System and Application
Editor: Prof. Yuji Iwahori, Chubu University, Japan
Prof. Yoshinori Adachi, Chubu University, Japan
Prof. Nobuhiro Inuzuka, Nagoya Inst. of Technology, Japan
Development of a System to Predict Understanding Level by Blink Frequency 1740
Y. Adachi, K. Konishi, M. Ozaki and Y. Iwahori
Analog Real Time Learning Neural Network using Multiple and Sample Hold Circuits 1749
M. Kawaguchi, T. Jimbo and N. Ishii
A Method of Learning Data Selection for Updating Shadow Model with High Accuracy 1758
S. Fukuil, Y. Takeda, G. Watanabe, Y. Iwahori and R.J. Woodham
A Knowledge-Based System for the Detection of Troubled Projects 1768
J. Andrade, J. Ares, R. García, S. Rodríguez and S. Suárez
Obtaining Shape from SEM Image Using Intensity Modi cation via Neural Network 1778
Y. Iwahori, K. Shibata, H. Kawanaka, K. Funahashi, R.J. Woodham and Y. Adachi
Ontology of Human Relationships An Approach to Computer-Aided Student Counseling 1788
T. Katayama, N. Oda, A. Mutoh and N. Inuzuka
Intelligent Network and Service
Editor: Prof. Jun Munemori, Wakayama University, Japan
Prof. Takaya Yuizono, Japan Advanced Institute Science and Technology, Japan
Acquisition of the Life Log Using Home Electric Appliances and its Application 1797
Y. Uesugi, J. Sawamoto, N. Segawa, E. Sugino and H. Yajima
A batch Update Method of Database for Mass Data during Online Entry 1807
T. Kudo, Y. Takeda, M. Ishino, K. Saotome and N. Kataoka
Analysis Comparison between Wave and Wave at the Learning Status by Simple Electroencephalography 1817
K. Yoshida, Y. Sakamoto, I. Miyaji and K. Yamada
Application of a Web-Based Idea Generation Consistent Support System 1827
J. Munemori, H. Fukuda and J. Itou
The Effectiveness of Three Communication Methods in a Realtime KJ Method Creativity Support Groupware 1837
K. Viriyayudhakorn and S. Kunifuji
Support System for Creating Communication Opportunities Using SNS in Community of Japanese College Students 1847
J. Itou, H. Kanai and J. Munemori
Evaluation of Gesture-Command Input Method for Pen-based Group KJ System 1857
T. Nyu and M. Miura
An Effcient Algorithm to Predict Three-way Interaction of Proteins from Expression Data Based on Conditional Probability 1867
T. Fujiki, E. Inoue, T. Yoshihiro and M. Nakagawa
The Effects of a Second Language on the Distributed and Cooperative KJ Method in Text-shared Collaboration 1877
T. Yuizono and Z. Yu
Ontology-based Information Retrieval
Editors: Dr. Antonio Moreno, University Rovira i Virgili (URV), Spain
Dr. Hajer Baazaoui, University of La Manouba, Tunisia
Dr. Aida Valls, University Rovira i Virgili (URV), Spain
Nesrine Ben Mustapha, University of La Manouba, Tunisia
Unsupervised Semantic Feature Matching in Information Retrieval using User-Oriented Ontology 1887
L. Shi and R. Setchi
Ontology-driven Keyword-based Search on Linked Data 1899
C. Bobed, G. Esteban and E. Mena
FirstOnt: Automatic Construction of Ontologies out of Multiple Ontological Resources 1909
C. Bobed, E. Mena and R. Trillo
Conceptual Indexing Documents in IR based on Ontology Enrichment 1920
L. Ben Ghezaiel, C. Latiri and M. Ben Ahmed
Sem-PubMed: a Semantic Medical Digital Library that Integrates Ontology Learning and Query Reformulation 1932
S. El Kafsi, N. Ben Mustapha, H. Baazaoui Zghal and A. Moreno
Intelligent Solutions in Network Economy and Manufacturing
Editor: Dr. Arkadiusz Kawa, Poznan University of Economics, Poland
Dr. Pawel Pawlewski, Poznan University of Technology, Poland
A Declarative Approach for AGVs Modeling and Cyclic Scheduling 1942
B. Grzegorz, B. Zbigniew and P. Pawe
Advanced Polymeric Film Production Data Analysis and Process Optimization by Clustering and Classification Methods 1953
M. Kohlert and A. König
Soft Computing Techniques and Their Intelligent Utilizations Toward Gaming, Stock Markets, Robotics, and etc.
Editor: Prof. Norio Baba, Kansai University, Osaka Kyoiku University, Japan
Relationality Design and Relationality-oriented Systems Design 1962
K. Shimohara
The Experiment of Sweden Game and the Effect of Students Education 1972
M. Kawaguchi, K. Atsumi and N. Baba
Software Structure Standard Proposal 1981
T. Yuasa, M. Hatakeyama, N. Sugiyama, T. Fujiwara, P. So, K. Yoshida and K. Yamada
Utilization of Soft Computing Techniques for Making COMMONS GAME Much More Exciting 1991
N. Baba, Y. Arase, M. Takeda and H. Handa
Mutual Complement Networks use a School Building based on Evaluation by Simulation 1999
T. Nakamura, K. Toyoda, S. Oda, S. Ozawa, P. So, S. Hujiwara, Y. Issiki, T. Mizuno and K. Yamada
Controlling Multimicroprocessor Memory Competition and Noise 2009
K. Toraguchi, Y. Kenmochi and K. Yamada
Towards a Real Time Simulation of Linked Multi-Component Robotic Systems 2019
J.M. Lopez-Guede, B. Fernandez-Gauna and E. Zulueta
Extracting Quarterly Trends of Tokyo Stock Market by Means of RMT-PCA 2028
M. Tanaka-Yamawaki, T. Kido and A. Yamamoto
Affective Engineering and Management Engineering Approaches to the Restructuring of the Aging Society
Editors: Prof. Hisao Shiizuka, Kogakuin University, Japan
Prof. Junzo Watada, Waseda University, Japan
Addressing Social Isolation and Establishing a Scale-Free Network in a Super-Aging Society 2037
H. Shiizuka and A. Hashizume
A Game-Theoretic Two-echelon Model Approach to Strategy Development of Competitive Ocean Logistics in Thailand 2050
T. Waripan and J. Watada
Data Mining and Service Science for Innovation
Editor: Prof. Katsutoshi Yada, Kansai University, Japan
Prof. Takahira Yamaguchi, Keio University, Japan
Mood Identification in Bulletin Board System with Word Characteristic Dictionary 2060
S. Hamaoka and W. Sunayama
A Framework of Time-Series Analysis Method for ICT Service Diffusion using Textual Data 2070
M. Iwashita
Knowledge Discovery in Web Access Log of E-commerce Site with FACT-Graph and Sequential Probability Ratio Test 2080
R. Saga, M. Letelier, N. Kaisaku, Y. Takayama and H. Tsuji
Estimation of the Demand Function and Calculation of Optimal Prices Taking Externalities into Consideration 2090
K. Kinjo and T. Ebina
An Examination of the Impact of Neurophysiologic and Environmental Variables on Shopping Behavior of Customers in a Grocery Store in Japan 2099
M. Kholod and K. Yada
The Inuence of Sales Areas and Bargain Sales on Customer Behavior in the Grocery Store 2104
N. Sano and K. Yada
Second Workshop on Hyperspectral Image Processing, Intelligent Systems for Remote Sensing and High Performance Computing
Editors: Prof. Richard Duro, University de A Coruña, Spain
Prof. Alicia d’Anjou, University of the Basque Country, Spain
Prof. Dora Blanco Heras, University of Santiago de Compostela, Spain
Hyperspectral Image Segmentation by t-Watershed and Hyperspherical Coordinates 2114
R. Moreno and A. d’Anjou
On Hyperspectral Morphology by Lattice Auto-associative Memories Supervised Orderings 2122
M.A. Veganzones
Efficient Segmentation of Hyperspectral Images on Commodity GPUs 2130
P. Quesada-Barriuso, F. Argüello and D.B. Heras
C-means Clustering of Lattice Auto-Associative Memories for Endmember Approximation 2140
G. Urcid and G.X. Ritter
Towards Automatic Estimation of the Body Condition Score of Dairy Cattle Using Hand-held Images and Active Shape Models 2150
R. Tedín1, J.A. Becerra, R.J. Duro and I.M. Lede
Unsupervised Segmentation of Hyperspectral Images through Evolved Cellular Automata 2160
B. Priego, D. Souto, F. Bellas and R.J. Duro
Evaluation of Interest Point Detectors for Image Information Extraction 2170
I. Barandiaran, J. Congote, J. Goenetxea and O. Ruiz
A Semilattice Approach towards Sparsely Connected Associative Memories 2180
P. Sussner and M.E. Valle
Knowledge Engineering and Computational Intelligence in Medical Image and Medical Data Processing
Editor: Prof. Manuel Graña, University of the Basque Country, Spain
Alexandre Savio, University of the Basque Country, Spain
Darya Chyzhyk, University of the Basque Country, Spain
Supervised Classi cation using Deformation-based Features for Alzheimer’s Disease Detection on the OASIS Cross-sectional Database 2191
A. Savio
Impact of Analysis Circularity: a Case Study in Cocaine Addiction Detection on MRI 2201
M. Termenon, E. Fernández, A. Barrós-Loscertales, J.C. Bustamante and C. Ávila
Effective Voxel Selection Method over FDG-PET Database based on Association Rules 2210
R. Chaves, J. Ramírez, J.M. Górriz and F. Segovia
SPECT Computer-Aided Diagnosis System based on the Empirical Mode Decomposition 2220
A. Gallix, J.M. Górriz, J. Ramírez, I.A. Illán and E.W. Lang
Optimized Segmentation of Brain MRI using GHSOM and Evolutive Computing 2232
A. Ortiz, J.M. Gorriz, J. Ramirez and D. Salas-Gonzalez
Automatic Differentiation between Controls and Parkinson’s Disease DaTSCAN Images using a Partial Least Squares Scheme and the Fisher Discriminant Ratio 2241
F. Segovia, J. M. Górriz, J. Ramírez, R. Chaves and I. Álvarez
Bootstrapped Dendritic Classifiers for Alzheimer’s Disease classi cation on MRI Features 2251
D. Chyzhyk
Subject Index 2259
Author Index 2267