Advanced Research in Applied Artificial Intelligence

Name: Advanced Research in Applied Artificial Intelligence | 25th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2012, Dalian, China, June 9-12, 2012, Proceedings
Brand: Springer
Price: 53.49 EUR
Availability: OnlineOnly

25th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2012, Dalian, China, June 9-12, 2012, Proceedings

He Jiang Wei Ding Moonis Ali Xindong Wu(Editor)

Springer (Publisher)

Published on 30. June 2012

848 pages

E-Book

PDF with digital watermarking

System requirements

978-3-642-31087-4 (ISBN)

€53.49incl. 7% vat

System requirements

for PDF with digital watermarking

E-Book Single Licence

Available for download

Description

More details

Other editions

Content

Title
Preface
Organization
Table of Contents
Section 1: Machine Learning Methods
Automatic Detailed Localization of Facial Features
Introduction
Face Detection and Region Detection
Eye Feature Extraction
Lip Contour Extraction
Nose and Chin Boundary
Nose Boundary Detection
Chin Boundary Detection
Results and Validation
Conclusion
References
Confidence-Based Incremental Classification for Objects with Limited Attributes in Vertical Search
Introduction
Related Work
Crawling the Products
Product Classification
Method I: Classification with Naïve Bayes
Method II: Incremental Extension of Training Set
Method III: Including Product Ordering
Experimental Results
Conclusion
References
Algorithms for Detecting Outliers via Clustering and Ranks
Introduction
Notation and Definitions
Notation
Definitions
Weighted RBDA and Other Improvements
Weighted RBDA (RADA)
Outlier Detection Using Modified-Ranks (ODMR)
Outlier Detection Using Modified-Ranks with Distance (ODMRD)
Experiments
Datasets
Performance Measures
Results
Conclusion
References
Grouping Co-occurrence Filtering Based on Bayesian Filtering
Introduction
Related Works
Paul Graham Filtering
Gray Robinson Filtering
Co-occurrence Filtering
Databases
Gathering Datasets
Creating Databases
Grouping Co-occurrence Filtering
Experiments
Conclusion
References
Model Fusion-Based Batch Learning with Application to Oil Spills Detection
Introduction
Batch Learning and Related Work
Model Fusion-Based Framework
Experiments and Results
The Application Domain
Experiments and Results
Discussions and Future Work
Conclusions
References
Efficient Determination of Binary Non-negative Vector Neighbors with Regard to Cosine Similarity
Introduction
Basic Notions and Properties
Triangle Inequality as a Means for Efficient Determining of Neighborhoods Based on Distance Metrics
The Cosine Similarity versus the Tanimoto Distance
Bounds on Lengths of Binary Non-negative Cosine Similar Vectors
The Tanimoto Distance and Lengths of Vectors as a Means to Restrict a Set of Candidates for Members of Cosine Similarity Neighborhoods of Binary Non-negative Vectors
Conclusions
References
Automatic Chord Recognition Based on Probabilistic Integration of Acoustic Features, Bass Sounds, and Chord Transition
Introduction
Chord Recognition Using Bass Pitch Estimation
Chords and Bass Pitch
Issues
Approaches
Chord Recognition System
Formalization
Posterior Probability
Experimental Evaluation
Conclusion
References
Section 2: Cyber-Physical System for Intelligent Transportation Applications
A Real-Time Transportation Prediction System
Introduction
Infrastructure
Sensor Function
Data Collection Strategy
DataFusion
Data Preprocessing
Data Fusion
PredictionModel
Modeling
Real-Time Predicting
Travel-Time Estimation
Visualization
Algorithms
Visualization
Conclusions
References
Several Remarks on Mining Frequent Trajectories in Graphs
Introduction
Trajectories in Directed Graphs
Support for Edge Sets
A Simple Algorithm for Support Computation
The Path Tree of a Graph
Conclusion and Further Work
References
Cyber-Physical Integration to Connect Vehicles for Transformed Transportation Safety and Efficiency
Introduction
Enable Real-Time and Reliable Vehicle Communication
Mine Traffic Data for Dynamic Vehicle Routing
Coordination by Traffic Flow Optimization
Conclusions
References
Multi-modal Remote Sensing System for Transportation Infrastructure Inspection and Monitoring
Condition Assessment of Aging Civil Infrastructure
Nondestructive Evaluation/Testing for Highway
Bridges
Technical Approach of MRSS
Continuous Wave Imaging Radar
Digital Image Correlation Sensor
Fiber Optic Sensors
Summary
References
Section 3: AI Applications
Operational Support in Fish Farming through Case-Based Reasoning
Introduction
Background
CBR for Decision Support in Fish Farming
Case Domain: Grading Operations
The Case Base
Case Retrieval
Results
Discussion and Future Work
References
CPMD: A Matlab Toolbox for Change Point and Constrained Motif Discovery
Introduction
CPMDDesign
CPDRoutines
CMDRoutines
Supporting Routines
Use Case and Real-World Applications
Conclusion
References
Time Invariant Gesture Recognition by Modelling Body Posture Space
Introduction
Proposed Methodology
Shape Representation Using HOG
Computation of Reduced Posture Space Using PCA
Modelling of Mapping from HOG Space to Posture Space Using GRNN
Experiments and Results
Weizmann Action Dataset
Cambridge Hand Gesture Dataset
Conclusions and Future Work
References
Go beyond the SCOPE: A Temporal Situation Calculus-Based Software Tool for Time Petri Nets
Introduction
Preliminaries
Situation Calculus and GOLOG
Time Petri Nets
Go beyond the SCOPE
Temporal SCOPE
A SCOPE-Based GOLOG Program
Implementation through Theorem-Proving
Summary
References
An Algorithm of Channel Assignment of MAC Layer in Ad Hoc Network Based on Dynamic Game with Perfect and Complete Information
Introduction
Game Theory
Nash Equilibrium
Dynamic Game with Perfect and Complete Information
The DGPCI-DCA Protocol
Protocol Overview
Algorithm Description
Algorithm Procedures
Data Structure of the Algorithm
Instance Analyses
Protocol Simulations
Simulation Scenarios
Results and Analyses of the Simulations
Conclusions
References
A Semantic Approach for Question Analysis
Introduction
Related Works
Question Analysis in Question Answering Systems
FrameScript Scripting Language
Our Question Answering System Architecture
Using FrameScript Language for Question Analysis
Intermediate Representation of an Input Question
Preprocessing Module
Syntactic Analysis Module
Semantic Analysis Module
Experiments
Conclusion
References
Section 4: Evolutionary Algorithms, Combinatorial Optimization
Solving Periodic Event Scheduling Problems with SAT
Introduction
Notations and Preliminaries
Satisfiability Problem
Periodic Event Scheduling Problem
EncodingPESPasSAT
Results
Conclusion
References
Improving the Performance of Constructive Multi-Start Search Using Record-Keeping
Introduction
Background and Literature Review
Constructive Multi-Start Search Algorithms (CMSSAs)
Search Space Redundancy
Construction Algorithms
Record Keeping in Heuristic Search
Record Keeping Mechanisms
Experiments and Results
Experiment 1: Fixed Number of Restarts
Experiment 2: Fixed Number of Steps
Conclusions
References
A Modified Particle Swarm Optimizer for Engineering Design
Introduction
Particle Swarm Optimization
The Proposed MOPSO Methodology
A Modified Crowding Factor
Enhanced Local Search
Design of an I-beam
Design of a Two-Bar Truss
Conclusions
References
Homogeneous RF Coil Design Using a GA
Introduction
Birdcage Coils
Experiment Setup
Preliminary Experiment Results
References
A Comparative Study of Content Statistics of Coding Regions in an Evolutionary Computation Framework for Gene Prediction
Introduction
Content Statistics
Evolutionary Gene Recognition Framework
Relationship among Features and Fitness Function
Evaluation Measures
Experimental Setup and Results
Conclusions
References
Enhancing Point Clouds Accuracy of Small Baseline Images Based on Convex Optimization
Introduction
Rotation Registration
Camera Model Introduction
Features Extraction and Matching
Pair-Wise Camera Motion Constraint
Global Camera Rotation Estimation
Point Clouds Triangulation
Problem Formulation
Bisection Based Quasiconvex Optimization Solver
Experiments
Conclusions
References
Subset Quadratic Assignment Problem
Introduction
Preliminaries
Complexity Analysis of SQAP
Conclusions and Future Work
References
Section 5: Modeling and Support of Cognitive and Affective Human Processes
Forward or Ignore: User Behavior Analysis and Prediction on Microblogging
Introduction
Related Work
Data Acquisition
User Behavior Analysis
The User's Authority
User's Activity
User's Preference
User's Social Relations
User Behavior Prediction
Method Introduction
Experiment and Result
Conclusions and Further Work
References
Compositionality of Team Mental Models in Relation to Sharedness and Team Performance
Introduction
Team Mental Models
Components of Team Mental Models
Compositional Structures and Relevance
The Experimental Set Up
Results of the Pilot Experiment
Measuring Sharedness of Compositional Models
Conclusions and Future Work
References
Section 6: Data Mining and Computational Intelligence for Digital Forensics and InformationAssurance
Feature Selection for Improved Phishing Detection
Introduction
Related Work
Feature Selection Methods
Correlation-Based Feature Selection (CFS)
Wrapper Feature S Selection (WFS)
Search Techniques
Experiments an d Results
Evaluation Criteria
Data Sets
Features
Feature Selection
Effect of Feature Selection on Data Drift
Conclusions and Future Work
References
Identification of Smartphone-Image Source and Manipulation
Introduction
Feature Mining
Marginal Density Features
Neighboring Joint Density Features
Experiments
Setup
Experiments
Discussions
Conclusion
References
Situation-Aware on Mobile Phone Using Co-clustering: Algorithms and Extensions
Introduction
Motivation
Proposed Work
Data Preparation
Data Encoding
Data Transformation
Co-clustering Bases
Experimental Results
Effect of Co-clustering Basis
Effect of Data Transformation
Effect of Application Weight
Effect of Column Clusters
Conclusion and Future Work
References
Section 7: Natural Language Processing and Its Applications
Persian Text Classification Based on K-NN Using Wordnet
Introduction
Feature Extraction
Classifier
Experimental Results
Conclusion
References
An Efficient Minimum Vocabulary Construction Algorithm for Language Modeling
Introduction
Minimum Vocabulary Model
MV Construction Algorithm
Familiarity and Frequency ofWords
Experimental Studies
Minimum Vocabulary of Dictionaries
Minimum Vocabulary Properties
Document Feature Descriptor
Conclusions
References
Effective Co-reference Resolution in Clinical Text
Introduction
Evaluation Methods
Other Systems Used in the Study
Bart
The Stanford Co-reference System
LingPipe
Our Rule Based System
Data Input and Access
Main Linker
People Linker
Link Filtering
Building the Chains
Rule Based Algorithm Performance
Availability
Results
Combining Results
Challenge Results
Conclusion
References
VAHA: Verbs Associate with Human Activity - A Study on Fairy Tales
Introduction
Technologies Background
TreeTagger
Stanford Parser
WordNet
Framework and Experimental Setup
Results and Discussion
Conclusion
References
Section 8: Social Network and Its Applications
A Semantic-Based Social Network of Academic Researchers
Introduction
Constructing Researchers' Profile
Constructing a Semantic-Based Social Network of
Researchers
Extracting Semantic Knowledge from
Integrating Semantic Knowledge into Researchers' Profiles
Construction the Social Network of Researchers
Detecting Communities of Researchers
Finding Representatives of Communities
Experimental Results
Clustering Experiment
Paper Assignment Using Researchers Social Network
Conclusion
References
Heuristic Resource Discovery in P2P Network
Introduction
Heuristic Chord
Semantic-Based Resource Index
Segmented Hash Function
Semantic Category Retrieval
Heuristic Search of Resources
Establish the Routing Table
Routing Table Updates
Routing Table Sharing
Experiment
Experiment
Conclusion
References
Section 9: Mission-Critical Applications and Case Studies of Intelligent Systems
The Use of a Local Histogram Feature Vector of Classifying Diffuse Lung Opacities in High-Resolution Computed Tomography
Introduction
A Proposed Method
Experimental Results
Conclusions
References
SOM2CE: Double Self-Organizing Map Based Cluster Ensemble Framework and its Application in Cancer Gene Expression Profiles
Introduction
Double Self-Organizing Map Based Cluster Ensemble
Experiment
Data Set and Experimental Setting
The Effect of Components
Comparison of Single Clustering Algorithm
Comparison of Cluster Ensemble Approaches
Conclusion
References
A Context-Aware Enterprise Search Engine for Aviation
Introduction
Related Work
Application Domain of TaskCardFinder
Context-Aware Searching Framework
Part I (Storage of Task Cards)
Part II (Search over Task Cards)
Part III (User Interaction)
Design and Implementation of TaskCardFinder
Context-Aware Bilingual Search in TaskCardFinder
Context-Aware Preference Search and Recommendation
Search Keyword Suggestion
Evaluation
Conclusion
References
Formal Analysis of Aviation Incidents
Introduction
Methodology
Case Study
Interview
Runway Incursion Incident Description
Formalisation
Formal Ontology
Formal Trace
Formal Analysis
Dynamic Properties
Interlevel Relations
Discussion
References
Section 10: AI Methods
Common Sensorimotor Representation for Self-initiated Imitation Learning
Introduction
Self-initiated Imitation
Evaluation
Discussion
Conclusion
References
Near-Optimal Evaluation of Network Survivability under Multi-stage Attacks
Introduction
Problem Description and Formulation
Problem Description
Problem Formulation
Solution Approach
The Gradient Method
Game Theory
Computational Experiments
Conclusion
References
Solving Manufacturing Cell Design Problems Using Constraint Programming
Introduction
Related Work
Constraint Programming
Problem Statement
Experiments
Conclusions
References
A Pragmatic Approach to Grounding Data Computation for Modal Statements
Introduction
Grounding of Modal Statements
Agent and It's Environment
Agent and It's Cognitive Organisation
Pragmatic Limitations
Pragmatic Extension
Modification
Relation to the Classical Definition
Computational Examples
Conclusions
References
G-SteX: Greedy Stem Extension for Free-Length Constrained Motif Discovery
Introduction
Problem Statement
Related Work
Proposed Algorithm
Comparing Motif Discovery Algorithms
Evaluation
Conclusion
References
Section 11: Sentiment Analysis for Asian Languages
Event-Level Textual Emotion Sensing Based on Common Action Distributions between Event Participants
Emotion Sensing from Textual Data
Emotion Sensing Based on Common Action
Distributions between Event Participants
Web-Based Text Mining for Common Action Distributions (CADs) between Entities
Accumulating CADs for Selected Reference Entity Pairs (RE-Pairs)
Recognition of Subject, Object and Verb in a Sentence Using Semantic Role Labeling Techniques
Matching of CADs among Entity Pairs
Evaluations
Conclusions
References
Towards a Chinese Common and Common Sense Knowledge Base for Sentiment Analysis
Introduction
Related Work
Building the Knowledge Base
English Common Knowledge
English Common Sense Knowledge
English Common and Common Sense Knowledge
Chinese Common and Common Sense Knowledge
Conclusions and Future Work
References
Emotion Tracking on Blogs - A Case Study for Bengali
Introduction
Related Work
Pre-processing of Corpus
Emotion Tagging Based on Bengali WordNet Affect
Generation of Emotion Graph
Conclusion
References
Section 12: Aspects on Cognitive Computing and Intelligent Interaction
Pseudo-code Programming of Designer Activities in Development of Software Intensive Systems
Introduction
Related Works
Question-Answer Reasoning
Precedents as Basic Form of Designer Activity
Question-Answer Processor
QA-Means of Pseudo-code Programming
QA-Model of Data
Medium of P-programming
Conclusion
References
Intelligent Aspects of AIDA Programming
Introduction
AIDA Programming: A Brief Overview
Current Forms of Data/Knowledge Acquisition in F-Modeling Environment
Sparse Matrix-Vector Multiplication in the AIDA Integrated View
Sparse Matrix-Vector Multiplication in the AIDA Dynamic View
Conclusion
References
Improving Healthcare Using Cognitive Computing Based Software: An Application in Emergency Situation
Introduction
Research Conceptual Foundations and Methodology
The VDS and Related Technologies
System Description
Analysis and Requirement Collection
Data Source Identification
System Design
Proof-of-Concept Implementation
Design of a Decision Model Tool
Case Study
Results Analysis
Conclusion and Future Developments
References
Detecting Changing Emotions in Natural Speech
Introduction
Method
Data Collection
Data Segmentation
Feature Extraction
Training Sets
Modelling Data with Random Forests
Results
Most Important Features
Conclusion
Discussion
References
An Ambient Agent Model for Support of Informal Caregivers during Stress
Introduction
The Integrative Ambient Agent Model
The Analysis Component
The Support Component
Concepts and Effects in Support for Informal Caregivers
Important Concepts in a Support Model
Dynamics Specifications of the Effects from a Support Model
Simulation Results
Verification of the Simulation Results
Conclusion
References
Interruption Theory for Improving Work Efficiency by Reasoning Workflow
Introduction
Consideration of Interrupted Work
Structure for Supporting Decision Making
Conclusion and Future Works
References
Action Selection Using Theory of Mind: A Case Study in the Domain of Fighter Pilot Training
Introduction
Modeling Approach
Case Study
Model for Action Selection Using Theory of Mind
Maintaining World Info
Generating Hypothetical Situations
Selecting Most Desirable Situation
Results
Parameter Settings
Behavior
Verification
Discussion
References
Intelligent Decision-Making Approach Based on Fuzzy-Causal Knowledge and Reasoning
Introduction
Related Works
Conceptual Description
Application Domain
Knowledge Acquisition
Knowledge Base Organization
Cognitive Mapping
Decisions Making Engine
Case Study
Conclusions
References
Section 13: Spatio-temporal Data Mining, Structured Learning and Their Applications
Camera Motion Estimation and Moving Object Detection Based on Local Feature Tracking
Introduction
Camera Model
Algorithm Description
Experimental Results
Conclusions
References
Optimization of Criminal HotSpots Based on Underlying Crime Controlling Factors Using Geospatial Discriminative Pattern
Introduction
Related Work
Methodology
Geospatial Discriminative Patterns
Hotspot Optimization Tool
Experiment Results
Data Preprocessing
Hotspots Optimization
Conclusion and Future Work
References
Spatio-temporal Reasoning with Qualitative and Quantitative Information about Constraints and Approximations
Introduction
Representation of Spatio-temporal Relations
Spatio-temporal Constraint Reasoning
Spatio-temporal Approximate Measuring
Applications for Shape Matching Using Approximations
Conclusions
References
Section 14: Decision Making and Knowledge Based Systems
A Human-Like Agent Model for Attribution of Actions Using Ownership States and Inverse Mirroring
Introduction
The Cognitive Agent Model for Attribution of Actions
Simulation Results
Discussion
References
Fault Resolution Support Based on Activated Knowledge and Information
Introduction
Design Concept of AIR-NMS
Building an AIR-NMS for Network Fault Resolution
Design of K-AIRs for Network Fault Resolution Tasks
Design of I-AIRs to Cooperate with K-AIRs
Experiments and Evaluation
Conclusion
References
Creating User's Knowledge Space from Various Information Usages to Support Human Recollection
Introduction
Generating History Structure
Gathering Information from Various Information Usages
Generating Keyword Algorithm
Generating Knowledge Space
Generating Knowledge-Space Algorithm
Knowledge-Space Browser
Experiment
Experiment 1
Experiment 2
Experiment 3
Related Work and Discussion
Conclusions
References
Section 15: Pattern Recognition
A Robust Approach to Digit Recognition in Noisy Environments
Introduction
Requirements Specification
General Algorithm
Image Pre-processing
Thinning and Segmenting
OCR by Neural Network
Confirmation by k-NN
Confidence Computation
Conclusions
References
A One-Phase Method for Mining High Utility Mobile Sequential Patterns in Mobile Commerce Environments
Introduction
Preliminary and Problem Definitions
Proposed Method: UM-Span
Experimental Evaluations
Conclusions
References
The Use of Shapley Value to Power Allocation Games in Cognitive Radio Networks
Introduction
Application of the Shapley Value of Games to Power Allocation in Cognitive Radio Networks
The Spectrum Sharing for Cooperative Secondary Systems with
Simulation Results
Conclusion
References
Mining Time-Gap Sequential Patterns
Introduction
Mining Time-Gap Sequential Patterns
Experimental Results
Conclusions
References
Intelligent Post-processing via Bounding-Box-Based Morphological Operations for Moving Objects Detection*
Introduction
Bounding-Box-Based Morphological (BBM) Operations
Geometry-Based BB Merging Method
BB-Based Dilation and Erosion Operations
BB-Based Opening Operation
BB-Based Closing Operation
Experimental Results
Conclusions
References
Section 16: Agent Based Systems
An Integrated Agent Model for Attention and Functional State
Introduction
The Two Submodels and Their Integration
Attention Submodel
Functional State Submodel
Integrating the Attention and Functional State Model
Experiment
Participants
Simulation-Based Training Environment
Procedure
Data Analysis
Results
Discussion
References
Tracking and Constraining Authorization Provenance
Introduction
Background
Defining Authorization Provenance
Constraints on Authorization Provenance
Definition
Example Constraints
Enforcement
Related Work and Conclusions
References
A Framework for Collaborative Business Development Based on Middle Agent Model
Introduction
Pachinko Manufacturer Needed a High-Performance
Graphic LSI (Large Scale Integration)
Why Did the Two Parties Fail to Build a Consensus?
Participation of a Semiconductor Distributor in Consensus Building
Transaction Model in Product Development
Product Market
Agent
Transaction Process
Proposal for Product Function by Distributors
A
B
Simulation
Setting
Simulation Results
Conclusion
References
Agents' Cooperation Based on Long-Term Reciprocal Altruism
Introduction
Related Work
ModelDescription
Experimental Design
Results
Experiment 1: Good-Man, TFT and FRAM
Experiment 2: Task Load, Number of Agents, Degree of Altruism
Experiment 3: Mixed Models
Conclusions and Future Work
References
A Vietnamese Text-Based Conversational Agent
Introduction
Related Works
Text-Based Conversational Agents
FrameScript Scripting Language
Text-Based Conversational Agent for Vietnamese
Experiments and Discussion
Experimental Results for Vietnamese Text-Based Conversational Agent
Discussion
Conclusion
References
Section 17: Decision Making Techniques and Innovative Knowledge Management
Using DRSA and Fuzzy Measure to Enlighten Policy Making for Enhancing National Competitiveness by WCY 2011
Introduction
Literature Review
The Extended Fuzzy Measure
The Properties of the Extended Fuzzy Measure
The Conditional Fuzzy Densities (CFD)
Solving ? Interval
The Results
Discussion and Implications
Concluding Remarks
References
Evaluating Top Information Technology Firms in Standard and Poor's 500 Index by Using a Multiple Objective Programming Based Data Envelopment Analysis
Introduction
Literature Review
Productivity and Efficiency
Performance Measurement
Performance Evaluation
Research Methods
DEA
MOP Based DEA
Empirical Study
Discussion
Conclusions
References
Using the DEMATEL Based Network Process and Structural Equation Modeling Methods for Deriving Factors Influencing the Acceptance of Smart Phone Operation Systems
Introduction
The Concept and Theories of Human Behavior
Theory of Reasoned d Action (TRA)
Technology Accept tance Model (TAM)
Lead User Theory
Research Methods
Structural Equation Modeling (SEM)
Decision Making Trial and Evaluation Laboratory (DEMATEL) Based Network Process
Empirical Study
Background of Smartphone OSs
Empirical Study of Lead User Based on DNP Method
Empirical Study of Mass User Based on SEM Method
Discussion
Conclusions
References
Determine the Service Value Position for Package Tour Plan Based on a Novel MCDM Approach
Introduction
The Discussion of Package Tours Plan and Service Selection
The Service Value Position for Package Tour Plan
Decision-Making Trial and Evaluation Laboratory (DEMATEL)
Principal Component Analysis (PCA)
Analytic Network Procedure (ANP)
Vlse kriterijumska Optimizacija I Kompromisno Resenje (VIKOR)
The Empirical Study of Package Tour in Taiwan's Nantou Area
Conclusions
References
Section 18: Machine Learning Applications
Incremental 3D Reconstruction Using Bayesian Learning
Introduction
Our Method
Initialize a 3D Model
Search Related Patches for a New Input Image
Incremental Surface Reconstruction Using Bayesian Learning
Experiments and Discussions
Conclusions
Reference
A Stochastic Search on the Line-Based Solution to Discretized Estimation
Introduction
State-of-the-Art
The Estimator for Binomial Distributions
Experimental Results
Optimality Property
Rate of Convergence
Performance in Dynamic Environments
Conclusion
References
A Hierarchical Learning Scheme for Solving the Stochastic Point Location Problem
Introduction
Related Work
Contributions
Merging the Fields of Binary Search and SPL in HSSL
Definitions
Structure of the Search Space and Responses from the Environment
Simulation Results
Conclusions
References
Discretized Bayesian Pursuit - A New Scheme for Reinforcement Learning
Introduction
Learning Automata and Their Applications
Contributions and Paper Organization
Related Work
Discretized Bayesian Pursuit Algorithm
Experimental Results and Analysis
Experiment Design
Experimental Results
Conclusions and Future Work
References
A Method of Software Defects Mining Based on Static Analysis
Introduction
Source Code Expression Model
XML File Model
XML Statement Model
XML Identifier Model
Source Code Parsing Method
The Syntax Tree Model Based on Relational Storage Mode
Storage Model of Memory Image
Rules Matching Method
Prototype System
Conclusions
References
An Extended ISOMAP by Enhancing Similarity for Clustering
Introduction
ReviewofIsomap
Extending ISOMAP by Enhancing Similarity for
Clustering
Distance Based on the Path
Extending ISOMAP by Enhancing Similarity for Clustering
Experiments
Evaluation Measures
Clustering Results
Conclusions
References
Movie Keyframe Retrieval Based on Cross-Media Correlation Detection and Context Model
Introduction
Cross-Media Correlation Detection
Visual Saliency Computation
Auditory Saliency Computation
Relationships of Curves
Movie Context Model and Similarity Propagation
Temporal Context Model
Similarity Propagation Algorithm
Experiments
Dataset
Results and Comparison
Conclusions
References
Author Index

System requirements

Save as PDF Copy link into clipboard

Schweitzer Fachinformationen

Advanced Research in Applied Artificial Intelligence

Description

More details

Other editions

Additional editions

Content

System requirements