Advances in Knowledge-Based and Intelligent Information and Engineering Systems

Manuel Graņa

IOS Press, 2012 - Computers - 2273 pages

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.

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
• 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
• 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
• 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

Bibliographic information

• Title: Advances in Knowledge-Based and Intelligent Information and Engineering Systems; Volume 243 of Frontiers in Artificial Intelligence and Applications; Volume 98 of NATO science for peace and security series E: human and societal dynamics, ISSN 1874-6276
• Editor: Manuel Graņa
• Publisher: IOS Press, 2012
• ISBN: 1614991049, 9781614991045
• Length: 2273 pages
• Subjects: Computers / Computer Science; Political Science / Intelligence & Espionage