Advances in Knowledge-Based and Intelligent Information and Engineering Systems ( Frontiers in Artificial Intelligence and Applications )

Publication series : Frontiers in Artificial Intelligence and Applications

Author: Toro C.;Posada J.;Jain L.C.  

Publisher: Ios Press‎

Publication year: 2012

E-ISBN: 9781614991052

P-ISBN(Paperback): 9781614991045

Subject: TP18 artificial intelligence theory

Keyword: 计算技术、计算机技术

Language: ENG

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Description

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.

Chapter

Performance comparison of non-RNN and RNN in Emergence of Discrete Decision Making through Reinforcement Learning

Genetic Algorithm Solving Orienteering Problem in Large Networks

Optimisation of Ensemble Classifiers using Genetic Algorithm

A Learning Based Evolutionary Algorithm For Distributed Multi-Depot VRP

Positive Predictive Value based dynamic K-Nearest Neighbor

An Analysis of Clustering Approaches to Distributed Learning on Heterogeneously Distributed Datasets

Unsupervised Discretization Method based on Adjustable Intervals

Evaluation of Random Subspace and Random Forest Regression Models Based on Genetic Fuzzy Syste

A logic for strategies in persuasion dialogue games

Multi-Agent Logic based on Temporary Logic TS4Kn serving Web Search

LMT: A Lightweight Logical Framework for Multi-agent Systems

Adaptive organization for cooperative systems

An optimal tactic for intelligent agents to conduct search & detection operations based on multiple look angles

A complex system approach for a reliable Smart Grid modeling

A Comparison Analysis of Consensus Determining Using One and Two-level Methods

Multi-Agent Logic with Distances, Uncertainty and Interaction Based on Linear Temporal Frames

A framework for handling fuzzy temporal events

On the Continuous Evaluation of the Macrostructure of Sleep

Entropic Dimensionality Reduction in Discriminating Between Alzheimer’s Disease and Vascular Dementia

Meaning Judgment Method for Alphabet Abbreviation Using the Association Mechanism

Method of Constructing the Integral OLAP-model based on Formal Concept Analysis

Semantically Enhanced Text Stemmer (SETS) for Document Clustering

Prosaico: Characterisation of objectives within the scope of an intelligent system for sport advising

Exploiting the Self-Organizing Financial Stability Map

Knowledge-Driven Method for Object Qualification in 3D Point Cloud Data

SAC^3 – A Rule-Based System to Include Context in the Durability Analysis of Civil Structures

Predicting the Final Result of Sporting Events Based on Changes in Bookmaker Odds

A Novel Channel Estimation Scheme Combining Adaptive Supervised and Unsupervised Algorithms

Reference signal cancellation in passive radar using Volterra-Wiener class filter with dynamic structure

Prosodic feature normalization for emotionre cognition by using synthesized speech

Regularity Dimension of Medical Images

Automatic Scoring of Shooting Targets with Tournament Precision

Motion Detection based on Simulated Depth Measurement

Incorporating Farthest Neighbours in Instance Space Classification

Teleology in Knowledge Mapping

Reducing the size of ontological representation of service susing ontology recomposition

Ontologica: Exploiting Ontologies and Natural Language for Representing and Querying Railway Management Logics

Towards an Ontology Model for African Traditional Medicine

Transitions-Based System

Ontology Based Patterns for Software Security Engineering

MetaConcept: A Meta-ontology for Building Data and Knowledge Repositories

Using OWL ontology for reasoning about schema mappings in data exchange systems

Using Differential Evolution to Set Weights to Segments with Different Information Content in the Piecewise Aggregate Approximation

Ontology Integration by Using Context and Ontology Violation Check

Towards a Supervised Rocchio-based Semantic Classification of Web Pages

Mobile Sentiment Analysis

OWLδ: Non Monotonic Ontological Web Language

Deterministic Approach for Biclustering of Co-Regulated Genes from Gene Expression Data

Metanode Composition Method for Multilingual Parallel-text Having Many-to-many Relationship

Tensor-based Relational Learning for Ontology Matching

Privacy Aware Community based Recommender Service for Conferences Attendees

A Customized Dependency Tree Kernel for Effective Sentiment Classification

Judgment of Depressive Tendency from Emotional Fluctuation in Weblog

User Personalization via W-kmeans

Comparing Clustering Algorithms for Psychomime Classification using Probabilistic Latent Semantic Analysis and Fuzzy c-Means

Automatically generating multilingual, semantically enhanced, descriptions of digital audio and video objects on theWeb

WNtags: A Web-Based Tool For Image Labeling And Retrieval With Lexical Ontologies

An Algorithm for Tolerance Value Generator in Tolerance Rough Sets Model

A cognitive model of the web user

Multilayered Class Discrimination in Large-Scale Taxonomies

A Multi-sensor Switching Scheme with Tolerance to Delay and Packet Loss

A model predictive control approach for the Pantograph-Catenary positioning system

An empirical investigation of the role of technology-based education in Iran

A Course-centered Ontology of Japanese Grammar for a Language Learning Support System

A method for detecting tense errors in learner English

Optimization of Approximate Decision Rules Relative to Number of Misclassifications

Pros and Cons of Horizontal Axis Wind Turbines Linear Identification

Croatian Language N-Gram System

Multi-Agent Stock Trading Algorithm – A Neural Network Approach

Computer-aided Diagnosis of Abdominal Aortic Aneurysm after Endovascular Repair Using Texture Analysis

A Human-Computer Interaction System Facilitating Communication with Hearing-Impaired People

Overlapping Community Detection in VCoP using Topic Models

Evaluation of a Thermal-Comfort Control System Using Real Data

A model for content generation in On-line social network

Wi-Fi Localization via Particle Filtering and Use for M commerce

Thermal Fluids Transfer Systems Supervision Using NN Based Models

A Complex System Approach for Smart Grid Analysis and Modeling

Decomposing the Global Financial Crisis: A Self-Organizing Time Map

Networks of Polarized Evolutionary Processors as Problem Solvers

Trust in communication and multiagent systems

Intelligent Tourism Information Consumption: A Push Semantic Rule-based System

Effective Extraction Method of Loss Aversion Utterances based on the Expected Utility

An Information Recommendation System Focusing on Social Bookmarking

Discovering shoppers’ journey in retail environment by using RFID

Building Knowledge for Characterization of the Bad Debt Customers in the Mail Order Industry with Random Forest

Lecture Notes in Computer Science: An effective index to learn Software Engineering by using ITSS

Decision table expansion method for software testing

An Evaluation Method for Segmental Accommodation Reviews with Text Mining

A Robust-Adaptive Control Strategy of a Class of Bioprocesses Using Interval Observers

An Analysis of white and blue background-color effects on the scores of Web-based English grammar tests using near-infrared spectroscopy

Project-Based Learning with Small Serendipity for Multi-cultural Digital Archive

RCA based Local Image Feature Transform and its Application to Object Recognition

Message reply method by making use of node location advertisement in VANET

A New Method for Non-Dominant Motion Skill Learning by Using Motion Navigator

Accumulative Computation and Fuzzy Sets for Robust Fall Detection in Color Video

Intelligent Monitoring and Activity Interpretation Framework – INT3-Horus General Description

Intelligent Monitoring and Activity Interpretation Framework – INT3-Horus Ontological Model

Identification of alarming behaviour introduced by monitoring based in the integration of ontologies

Group Behavior Recognition Issue, Feature Analysis on Defending Pick and Roll Basketball Move

Aggregation of News Articles, being Time-dependent on Particular Topic

Augmenting Social Media Monitoring through Human Collaboration

An Overview of a News Map System for Local News in Newspapers

Design and implementation of a topic providing system with inference of daily life behavior

Focusing Target Estimation for Supporting Awareness of Individual Learning Activity in Collaborative Learning

An Interface for Browsing Electronic Novels Using Attractiveness Map

Discussion Support to Train Meta-cognitive Skill by Improving Internal Self-Conversation for Knowledge Co-creation Workshop

Supporting Self-Regulated Training on a Web-based Community-Environment for Runners

Dynamic Utterance Role Restriction on CSCL

Effect of Arrangement in Digitized Note on Short-Term Remembrance

Proposal of an Interactive Remote Lecturing System with Complementary Features of Nonverbal Information

Consideration on the Relationship between Changes in Learners’ Learning Preferences and the Differences in e-Learning Modes of a Course

Sub-exercise Generation Support Environment for Logical Understanding of Mathematics

Guaranteeing the quality of service in cluster-based Web systems

An Approach to Cluster Initialization for RBF Networks

Impact of Migration Topologies on Performance of Teams of A-Teams

Combined classifier constructed from the reduced dataset obtained using fuzzy C-means and differential evolution algorithms

Fuzzy Evidence Reasoning and Position Fixing

An Agent-Based Implementation of the Multiple Neighborhood Search for the Capacitated Vehicle Routing Problem

Team of A-Teams for Solving the Resource-Constrained Project Scheduling Problem

MMDW: A Multi-dimensional and Multi-granular Schema for Data Warehousing

Effective Detection of XML Outliers

Latent Informative Links Detection

Axiomatizing Inconsistency Metrics for Integrity Maintenance

Finding the Best Source of Information by means of a Socially-enabled Search Engine

Modeling and Managing Uncertainty in Concurrent Database Transactions

Vertical Frequent Pattern Mining from Uncertain Data

Early Smoke Detection in Outdoor Space by Spatio-temporal Clustering using a Single Video Camera

Intelligent Texture Reconstruction of Missing Data in Video Sequences Using Neural Networks

One Approach for grayscale Image Decorrelation with Adaptive Multi-level 2D KLT

Risk based Government Audit Planning using Naïve Bayes Classifiers

A study on the variables related to software quality: a data mining based approach

A knowledge-based process for selecting management professionals

Aspects of Curry Algebras, Computability, Constructibility, and Topological Spaces

An Overview of Paraconsistent Artificial Neural Networks and Applications

An Ontology-based Expert System for Decision Support in Cardiac Intensive Care Environments

Adaptive parameter computation for the automatic measure of the Tear Break-Up Time

Evolved artificial neural networks for controlling Topological Active Nets deformation and for medical image segmentation

A Semantic Clinical Decision Support System: conceptual architecture and implementation guidelines

A Comparative Study of Classifier Ensembles for Karyotyping

The Development of a Knowledge-based Electricity Power Station Condenser Management System

Application of Wearable Smart System To Support Physical Activity

Ontologically Aided Rule Model for the Implementation of ITIL Processes

Knowledge Engineering Relating to Spatial Web Performance Forecasting with Sequential Gaussian Simulation Method

The concept of knowledge bases supporting the IT Systems Integration Model

Advancing Knowledge Quality and Quantity in Knowledge Markets

Conditions of the fuzzy internet mortgage market sub-models implementation

Speed-up of a Knowledge-Based Clinical Diagnosis System using Reflexive Ontologies

Business process modelling and simulation using formal experience record

The Development of Decisional DNA DIGITAL TV

Resource Allocation Problems in Network Processors for the Future Internet

A fuzzy negotiation model to assign variable’s domain in Constraint Satisfaction Problems: An agent based collaborative engineering modeling case

Decisional DNA with Embedded RELIEF-F and Linear Regression for Knowledge and Experience Management

Ontology modeling for intelligence: the ONTO-CIF model

Using an Ontology for Modeling Decision-Making Knowledge

A Heuristic TRIZ Problem Solving Approach based on Semantic Relatedness and Ontology Reasoning

A Description Logics Geographical Ontology for Effective Semantic Analysis of Satellite Images

Multi-strategies Ontology Alignment Aggregated by AHP

Logical Analysis for Chance Discovery in Multi-Agents’ Environment

Supporting Intra-Team Communication based on Psychological Tagging and Indirect Communication

A Cross-cultural Study on Trust and Risk Perception among Japan, China, and the United States: Focusing on Earthquakes and Nuclear Power Plant Accid ents

Sticky Tsugoes underlying Sticky Informati on

Eye Movement and Time Perception in Combinatorial Thinking

Chance discovery and black swan: from the viewpoint of abduction and affordance

Middleware Interoperability in Tactical Defence Environments

Multi-Agent Based System for Analysing Stress using the StressCafe

Using Mutli-Agent Systems to Improve the Level of Autonomy for Operators Controlling Unmanned Vehicles

Efficient Wavelet Sign Prediction: Simulated Annealing vs Genetic Algorithms

Hybrid Precoding Scheme with Partial CSI at the Transmitter

H.264/AVC-to-SVC Temporal Transcoding using Machine Learning

Pixel-based background initialization using spatio-temporal restrictions

Reducing Vocabulary Size in Human Action Classification

Person Identification Based on Lattice Computing k-Nearest-Neighbor Fingerprint Classification

CommunyFilm: A social network for collaborative video creation

Development of a System to Predict Understanding Level by Blink Frequency

Analog Real Time Learning Neural Network using Multiple and Sample Hold Circuits

A Method of Learning Data Selection for Updating Shadow Model with High Accuracy

A Knowledge-Based for the Detection of Troubled Projects

Obtaining Shape from SEM Image Using Intensity Modification via Neural Network

Ontology of Human Relationships

Acquisition of the Life Log Using Home Electric Appliances and its Application

A batch Update Method of Database for Mass Data during Online Entry

Analysis comparison between α wave and β wave at the learning status by simple electroencephalography

Application of a Web-Based Idea Generation Consistent Support System

The Effectiveness of Three Communication Methods in a Realtime KJ Method Creativity Support Groupware

Support System for Creating Communication Opportunities Using SNS in Community of Japanese College Students

Evaluation of Gesture-Command Input Method for Pen-based Group KJ System

An Efficient Algorithm to Predict Three-way Interaction of Proteins from Expression Data Based on Conditional Probability

The Effects of a Second Language on the Distributed and Cooperative KJ Method in Text-shared Collaboration

Unsupervised Semantic Feature Matching in Information Retrieval using User-Oriented Ontology

Ontology-driven Keyword-based Search on Linked Data

FirstOnt: Automatic Construction of Ontologies out of Multiple Ontological Resources

Conceptual Indexing Documents in IR based on Ontology Enrichment

Sem-PubMed: a Semantic Medical Digital Library that Integrates Ontology Learning and Query Reformulation

A declarative approach for AGVs modeling and cyclic scheduling

Advanced polymeric film production data analysis and process optimization by clustering and classification methods

Relationality Design and Relationality-oriented Systems Design

The Experiment of Sweden Game and the Effect of Students Education

Software Structure Standard Proposal

Utilization of Soft Computing Techniques for Making COMMONS GAME Much More Exciting

Mutual complement networks use a school building based on evaluation by simulation

Controlling multimicroprocessor memory competition and noise

Towards a real time simulation of Linked Multi-Component Robotic Systems

Extracting Quarterly Trends of Tokyo Stock Market by Means of RMT-PCA

Addressing Social Isolation and Establishing a Scale-Free Network in a Super-Aging Society

A Game-Theoretic Two-echelon Model Approach to Strategy Development of Competitive Ocean Logistics in Thailand

Mood Identification in Bulletin Board System with Word Characteristic Dictionary

A Framework of Time-Series Analysis Method for ICT Service Diffusion using Textual Data

Knowledge Discovery in Web Access Log of E-commerce Site with FACT-Graph and Sequential Probability Ratio Test

Estimation of the demand function and calculation of optimal prices taking externalities into consideration

An Examination of the Impact of Neurophysiologic and Environmental Variables on Shopping Behavior of Customers in a Grocery Store in Japan

The Influence of Sales Areas and Bargain Sales on Customer Behavior in the Grocery Store

Hyperspectral Image Segmentation by t-Watershed and Hyperspherical Coordinates

On hyperspectral morphology by lattice auto-associative memories supervised orderings

Efficient segmentation of hyperspectral images on commodity GPUs

C-means Clustering of Lattice Auto-Associative Memories for Endmember Approximation

Towards Automatic Estimation of the Body Condition Score of Dairy Cattle Using Hand-held Images and Active Shape Models

Unsupervised Segmentation of Hyperspectral Images through Evolved Cellular Automata

Evaluation of interest point detectors for image information extraction

A Semilattice Approach towards Sparsely Connected Associative Memories

Supervised classification using deformation-based features for Alzheimer’s disease detection on the OASIS cross-sectional database

Impact of Analysis Circularity: a Case Study in Cocaine Addiction detection on MRI

Effective voxel selection method over FDG-PET database based on Association Rules

SPECT Computer-Aided Diagnosis System based on the Empirical Mode Decomposition

Optimized segmentation of Brain MRI using GHSOM and evolutive computing

Automatic differentiation between controls and Parkinson’s disease DaTSCAN images using a Partial Least Squares scheme and the Fisher Discriminant Ratio

Bootstrapped Dendritic Classifiers for Alzheimer’s Disease classification on MRI features

Subject Index

Author Index

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