Advances in Knowledge-based and Intelligent Information and Engineering Systems, Volume 1

Front Cover
Manuel Graņa
IOS Press, 2012 - Computers - 2273 pages
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In this 2012 edition of Advances in Knowledge-Based and Intelligent Information and Engineering Systems the latest innovations and advances in Intelligent Systems and related areas are presented by leading experts from all over the world. The 228 papers that are included cover a wide range of topics. One emphasis is on Information Processing, which has become a pervasive phenomenon in our civilization. While the majority of Information Processing is becoming intelligent in a very broad sense, major research in Semantics, Artificial Intelligence and Knowledge Engineering supports the domain specific applications that are becoming more and more present in our everyday living. Ontologies play a major role in the development of Knowledge Engineering in various domains, from Semantic Web down to the design of specific Decision Support Systems. Research on Ontologies and their applications is a highly active front of current Computational Intelligence science that is addressed here. Other subjects in this volume are modern Machine Learning, Lattice Computing and Mathematical Morphology.The wide scope and high quality of these contributions clearly show that knowledge engineering is a continuous living and evolving set of technologies aimed at improving the design and understanding of systems and their relations with humans.
 

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Contents

Set of Experience and Experiential Decisional DNA
1
An Estimation of Distribution Algorithm for Solving the Quay Crane Scheduling Problem with Availability Constraints
10
Performance comparison of nonRNN and RNN in Emergence of Discrete Decision Making through Reinforcement Learning
20
Genetic Algorithm Solving Orienteering Problem in Large Networks
28
Optimisation of Ensemble Classifiers using Genetic Algorithm
39
A Learning Based Evolutionary Algorithm For Distributed MultiDepot VRP
49
Positive Predictive Value based dynamic KNearest Neighbor
59
An Analysis of Clustering Approaches to Distributed Learning on Heterogeneously Distributed Datasets
69
Impact of Migration Topologies on Performance of Teams of ATeams
1161
Combined classifier constructed from the reduced dataset obtained using fuzzy Cmeans and differential evolution algorithms
1171
Fuzzy Evidence Reasoning and Position Fixing
1181
An AgentBased Implementation of the Multiple Neighborhood Search for the Capacitated Vehicle Routing Problem
1191
Team of ATeams for Solving the ResourceConstrained Project Scheduling Problem
1201
MMDW A Multidimensional and Multigranular Schema for Data Warehousing
1211
Effective Detection of XML Outliers
1221
Latent Informative Links Detection
1233

Unsupervised Discretization Method based on Adjustable Intervals
79
Evaluation of Random Subspace and Random Forest Regression Models Based on Genetic Fuzzy Syste
88
A logic for strategies in persuasion dialogue games
98
MultiAgent Logic based on Temporary Logic TS4Kn serving Web Search
108
LMT A Lightweight Logical Framework for Multiagent Systems
118
Adaptive organization for cooperative systems
128
An optimal tactic for intelligent agents to conduct search detection operations based on multiple look angles
139
A complex system approach for a reliable Smart Grid modeling
149
A Comparison Analysis of Consensus Determining Using One and Twolevel Methods
159
MultiAgent Logic with Distances Uncertainty and Interaction Based on Linear Temporal Frames
169
A framework for handling fuzzy temporal events
179
On the Continuous Evaluation of the Macrostructure of Sleep
189
Entropic Dimensionality Reduction in Discriminating Between Alzheimers Disease and Vascular Dementia
199
Meaning Judgment Method for Alphabet Abbreviation Using the Association Mechanism
209
Method of Constructing the Integral OLAPmodel based on Formal Concept Analysis
219
Semantically Enhanced Text Stemmer SETS for Document Clustering
228
Prosaico Characterisation of objectives within the scope of an intelligent system for sport advising
238
Exploiting the SelfOrganizing Financial Stability Map
248
KnowledgeDriven Method for Object Qualification in 3D Point Cloud Data
258
SAC3 A RuleBased System to Include Context in the Durability Analysis of Civil Structures
268
Predicting the Final Result of Sporting Events Based on Changes in Bookmaker Odds
278
A Novel Channel Estimation Scheme Combining Adaptive Supervised and Unsupervised Algorithms
288
Reference signal cancellation in passive radar using VolterraWiener class filter with dynamic structure
296
Prosodic feature normalization for emotionre cognition by using synthesized speech
306
Regularity Dimension of Medical Images
314
Automatic Scoring of Shooting Targets with Tournament Precision
324
Motion Detection based on Simulated Depth Measurement
335
Incorporating Farthest Neighbours in Instance Space Classification
345
Teleology in Knowledge Mapping
356
Reducing the size of ontological representation of service susing ontology recomposition
366
Ontologica Exploiting Ontologies and Natural Language for Representing and Querying Railway Management Logics
376
Towards an Ontology Model for African Traditional Medicine
386
TransitionsBased System
396
Ontology Based Patterns for Software Security Engineering
406
MetaConcept A Metaontology for Building Data and Knowledge Repositories
420
Using OWL ontology for reasoning about schema mappings in data exchange systems
430
Using Differential Evolution to Set Weights to Segments with Different Information Content in the Piecewise Aggregate Approximation
440
Ontology Integration by Using Context and Ontology Violation Check
450
Towards a Supervised Rocchiobased Semantic Classification of Web Pages
460
Mobile Sentiment Analysis
470
OWLδ Non Monotonic Ontological Web Language
480
Deterministic Approach for Biclustering of CoRegulated Genes from Gene Expression Data
490
Metanode Composition Method for Multilingual Paralleltext Having Manytomany Relationship
500
Tensorbased Relational Learning for Ontology Matching
509
Privacy Aware Community based Recommender Service for Conferences Attendees
519
A Customized Dependency Tree Kernel for Effective Sentiment Classification
532
Judgment of Depressive Tendency from Emotional Fluctuation in Weblog
545
User Personalization via Wkmeans
555
Comparing Clustering Algorithms for Psychomime Classification using Probabilistic Latent Semantic Analysis and Fuzzy cMeans
565
Automatically generating multilingual semantically enhanced descriptions of digital audio and video objects on theWeb
575
WNtags A WebBased Tool For Image Labeling And Retrieval With Lexical Ontologies
585
An Algorithm for Tolerance Value Generator in Tolerance Rough Sets Model
595
A cognitive model of the web user
605
Multilayered Class Discrimination in LargeScale Taxonomies
615
A Multisensor Switching Scheme with Tolerance to Delay and Packet Loss
626
A model predictive control approach for the PantographCatenary positioning system
636
An empirical investigation of the role of technologybased education in Iran
646
A Coursecentered Ontology of Japanese Grammar for a Language Learning Support System
654
A method for detecting tense errors in learner English
664
Optimization of Approximate Decision Rules Relative to Number of Misclassifications
674
Pros and Cons of Horizontal Axis Wind Turbines Linear Identification
684
Croatian Language NGram System
696
MultiAgent Stock Trading Algorithm A Neural Network Approach
706
Computeraided Diagnosis of Abdominal Aortic Aneurysm after Endovascular Repair Using Texture Analysis
716
A HumanComputer Interaction System Facilitating Communication with HearingImpaired People
726
Overlapping Community Detection in VCoP using Topic Models
736
Evaluation of a ThermalComfort Control System Using Real Data
746
A model for content generation in Online social network
756
WiFi Localization via Particle Filtering and Use for M commerce
766
Thermal Fluids Transfer Systems Supervision Using NN Based Models
778
A Complex System Approach for Smart Grid Analysis and Modeling
788
Decomposing the Global Financial Crisis A SelfOrganizing Time Map
798
Networks of Polarized Evolutionary Processors as Problem Solvers
807
Trust in communication and multiagent systems
816
Intelligent Tourism Information Consumption A Push Semantic Rulebased System
823
Effective Extraction Method of Loss Aversion Utterances based on the Expected Utility
833
An Information Recommendation System Focusing on Social Bookmarking
841
Discovering shoppers journey in retail environment by using RFID
857
Building Knowledge for Characterization of the Bad Debt Customers in the Mail Order Industry with Random Forest
867
Lecture Notes in Computer Science An effective index to learn Software Engineering by using ITSS
875
Decision table expansion method for software testing
885
An Evaluation Method for Segmental Accommodation Reviews with Text Mining
893
A RobustAdaptive Control Strategy of a Class of Bioprocesses Using Interval Observers
901
An Analysis of white and blue backgroundcolor effects on the scores of Webbased English grammar tests using nearinfrared spectroscopy
911
ProjectBased Learning with Small Serendipity for Multicultural Digital Archive
921
RCA based Local Image Feature Transform and its Application to Object Recognition
931
Message reply method by making use of node location advertisement in VANET
941
A New Method for NonDominant Motion Skill Learning by Using Motion Navigator
953
Accumulative Computation and Fuzzy Sets for Robust Fall Detection in Color Video
960
Intelligent Monitoring and Activity Interpretation Framework INT3Horus General Description
970
Intelligent Monitoring and Activity Interpretation Framework INT3Horus Ontological Model
980
Identification of alarming behaviour introduced by monitoring based in the integration of ontologies
990
Group Behavior Recognition Issue Feature Analysis on Defending Pick and Roll Basketball Move
1001
Aggregation of News Articles being Timedependent on Particular Topic
1011
Augmenting Social Media Monitoring through Human Collaboration
1021
An Overview of a News Map System for Local News in Newspapers
1031
Design and implementation of a topic providing system with inference of daily life behavior
1041
Focusing Target Estimation for Supporting Awareness of Individual Learning Activity in Collaborative Learning
1051
An Interface for Browsing Electronic Novels Using Attractiveness Map
1061
Discussion Support to Train Metacognitive Skill by Improving Internal SelfConversation for Knowledge Cocreation Workshop
1071
Supporting SelfRegulated Training on a Webbased CommunityEnvironment for Runners
1081
Dynamic Utterance Role Restriction on CSCL
1091
Effect of Arrangement in Digitized Note on ShortTerm Remembrance
1101
Proposal of an Interactive Remote Lecturing System with Complementary Features of Nonverbal Information
1111
Consideration on the Relationship between Changes in Learners Learning Preferences and the Differences in eLearning Modes of a Course
1121
Subexercise Generation Support Environment for Logical Understanding of Mathematics
1131
Guaranteeing the quality of service in clusterbased Web systems
1141
An Approach to Cluster Initialization for RBF Networks
1151
Axiomatizing Inconsistency Metrics for Integrity Maintenance
1243
Finding the Best Source of Information by means of a Sociallyenabled Search Engine
1253
Modeling and Managing Uncertainty in Concurrent Database Transactions
1263
Vertical Frequent Pattern Mining from Uncertain Data
1273
Early Smoke Detection in Outdoor Space by Spatiotemporal Clustering using a Single Video Camera
1283
Intelligent Texture Reconstruction of Missing Data in Video Sequences Using Neural Networks
1293
One Approach for grayscale Image Decorrelation with Adaptive Multilevel 2D KLT
1303
Risk based Government Audit Planning using Naīve Bayes Classifiers
1313
A study on the variables related to software quality a data mining based approach
1324
A knowledgebased process for selecting management professionals
1332
Aspects of Curry Algebras Computability Constructibility and Topological Spaces
1342
An Overview of Paraconsistent Artificial Neural Networks and Applications
1350
An Ontologybased Expert System for Decision Support in Cardiac Intensive Care Environments
1360
Adaptive parameter computation for the automatic measure of the Tear BreakUp Time
1370
Evolved artificial neural networks for controlling Topological Active Nets deformation and for medical image segmentation
1380
A Semantic Clinical Decision Support System conceptual architecture and implementation guidelines
1390
A Comparative Study of Classifier Ensembles for Karyotyping
1400
The Development of a Knowledgebased Electricity Power Station Condenser Management System
1408
Application of Wearable Smart System To Support Physical Activity
1418
Ontologically Aided Rule Model for the Implementation of ITIL Processes
1428
Knowledge Engineering Relating to Spatial Web Performance Forecasting with Sequential Gaussian Simulation Method
1439
The concept of knowledge bases supporting the IT Systems Integration Model
1449
Advancing Knowledge Quality and Quantity in Knowledge Markets
1460
Conditions of the fuzzy internet mortgage market submodels implementation
1470
Speedup of a KnowledgeBased Clinical Diagnosis System using Reflexive Ontologies
1480
Business process modelling and simulation using formal experience record
1490
The Development of Decisional DNA DIGITAL TV
1500
Resource Allocation Problems in Network Processors for the Future Internet
1509
A fuzzy negotiation model to assign variables domain in Constraint Satisfaction Problems An agent based collaborative engineering modeling case
1521
Decisional DNA with Embedded RELIEFF and Linear Regression for Knowledge and Experience Management
1531
Ontology modeling for intelligence the ONTOCIF model
1543
Using an Ontology for Modeling DecisionMaking Knowledge
1553
A Heuristic TRIZ Problem Solving Approach based on Semantic Relatedness and Ontology Reasoning
1563
A Description Logics Geographical Ontology for Effective Semantic Analysis of Satellite Images
1573
Multistrategies Ontology Alignment Aggregated by AHP
1583
Logical Analysis for Chance Discovery in MultiAgents Environment
1593
Supporting IntraTeam Communication based on Psychological Tagging and Indirect Communication
1602
A Crosscultural Study on Trust and Risk Perception among Japan China and the United States Focusing on Earthquakes and Nuclear Power Plant Acc...
1609
Sticky Tsugoes underlying Sticky Informati on
1622
Eye Movement and Time Perception in Combinatorial Thinking
1632
Chance discovery and black swan from the viewpoint of abduction and affordance
1638
Middleware Interoperability in Tactical Defence Environments
1646
MultiAgent Based System for Analysing Stress using the StressCafe
1656
Using MutliAgent Systems to Improve the Level of Autonomy for Operators Controlling Unmanned Vehicles
1666
Efficient Wavelet Sign Prediction Simulated Annealing vs Genetic Algorithms
1676
Hybrid Precoding Scheme with Partial CSI at the Transmitter
1685
H264AVCtoSVC Temporal Transcoding using Machine Learning
1693
Pixelbased background initialization using spatiotemporal restrictions
1703
Reducing Vocabulary Size in Human Action Classification
1712
Person Identification Based on Lattice Computing kNearestNeighbor Fingerprint Classification
1720
CommunyFilm A social network for collaborative video creation
1730
Development of a System to Predict Understanding Level by Blink Frequency
1740
Analog Real Time Learning Neural Network using Multiple and Sample Hold Circuits
1749
A Method of Learning Data Selection for Updating Shadow Model with High Accuracy
1758
A KnowledgeBased for the Detection of Troubled Projects
1768
Obtaining Shape from SEM Image Using Intensity Modification via Neural Network
1778
Ontology of Human Relationships
1788
Acquisition of the Life Log Using Home Electric Appliances and its Application
1797
A batch Update Method of Database for Mass Data during Online Entry
1807
Analysis comparison between α wave and β wave at the learning status by simple electroencephalography
1817
Application of a WebBased Idea Generation Consistent Support System
1827
The Effectiveness of Three Communication Methods in a Realtime KJ Method Creativity Support Groupware
1837
Support System for Creating Communication Opportunities Using SNS in Community of Japanese College Students
1847
Evaluation of GestureCommand Input Method for Penbased Group KJ System
1857
An Efficient Algorithm to Predict Threeway Interaction of Proteins from Expression Data Based on Conditional Probability
1867
The Effects of a Second Language on the Distributed and Cooperative KJ Method in Textshared Collaboration
1877
Unsupervised Semantic Feature Matching in Information Retrieval using UserOriented Ontology
1887
Ontologydriven Keywordbased Search on Linked Data
1899
FirstOnt Automatic Construction of Ontologies out of Multiple Ontological Resources
1909
Conceptual Indexing Documents in IR based on Ontology Enrichment
1920
SemPubMed a Semantic Medical Digital Library that Integrates Ontology Learning and Query Reformulation
1932
A declarative approach for AGVs modeling and cyclic scheduling
1942
Advanced polymeric film production data analysis and process optimization by clustering and classification methods
1953
Relationality Design and Relationalityoriented Systems Design
1962
The Experiment of Sweden Game and the Effect of Students Education
1972
Software Structure Standard Proposal
1981
Utilization of Soft Computing Techniques for Making COMMONS GAME Much More Exciting
1991
Mutual complement networks use a school building based on evaluation by simulation
1999
Controlling multimicroprocessor memory competition and noise
2009
Towards a real time simulation of Linked MultiComponent Robotic Systems
2019
Extracting Quarterly Trends of Tokyo Stock Market by Means of RMTPCA
2028
Addressing Social Isolation and Establishing a ScaleFree Network in a SuperAging Society
2037
A GameTheoretic Twoechelon Model Approach to Strategy Development of Competitive Ocean Logistics in Thailand
2050
Mood Identification in Bulletin Board System with Word Characteristic Dictionary
2060
A Framework of TimeSeries Analysis Method for ICT Service Diffusion using Textual Data
2070
Knowledge Discovery in Web Access Log of Ecommerce Site with FACTGraph and Sequential Probability Ratio Test
2080
Estimation of the demand function and calculation of optimal prices taking externalities into consideration
2090
An Examination of the Impact of Neurophysiologic and Environmental Variables on Shopping Behavior of Customers in a Grocery Store in Japan
2099
The Influence of Sales Areas and Bargain Sales on Customer Behavior in the Grocery Store
2104
Hyperspectral Image Segmentation by tWatershed and Hyperspherical Coordinates
2114
On hyperspectral morphology by lattice autoassociative memories supervised orderings
2122
Efficient segmentation of hyperspectral images on commodity GPUs
2130
Cmeans Clustering of Lattice AutoAssociative Memories for Endmember Approximation
2140
Towards Automatic Estimation of the Body Condition Score of Dairy Cattle Using Handheld Images and Active Shape Models
2150
Unsupervised Segmentation of Hyperspectral Images through Evolved Cellular Automata
2160
Evaluation of interest point detectors for image information extraction
2170
A Semilattice Approach towards Sparsely Connected Associative Memories
2180
Supervised classification using deformationbased features for Alzheimers disease detection on the OASIS crosssectional database
2191
Impact of Analysis Circularity a Case Study in Cocaine Addiction detection on MRI
2201
Effective voxel selection method over FDGPET database based on Association Rules
2210
SPECT ComputerAided Diagnosis System based on the Empirical Mode Decomposition
2220
Optimized segmentation of Brain MRI using GHSOM and evolutive computing
2232
Automatic differentiation between controls and Parkinsons disease DaTSCAN images using a Partial Least Squares scheme and the Fisher Discrimina...
2241
Bootstrapped Dendritic Classifiers for Alzheimers Disease classification on MRI features
2251
Subject Index
2259
Author Index
2267
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