Artificial Intelligence Applications and Innovations: 10th IFIP WG 12.5 International Conference, AIAI 2014, Rhodes, Greece, September 19-21, 2014. Proceedings

Front Matter....Pages -
Conjoint Mining of Data and Content with Applications in Business, Bio-medicine, Transport Logistics and Electrical Power Systems....Pages 1-19
Breaking Ties of Plurality Voting in Ensembles of Distributed Neural Network Classifiers Using Soft Max Accumulations....Pages 20-28
Predicting Firms’ Credit Ratings Using Ensembles of Artificial Immune Systems and Machine Learning – An Over-Sampling Approach....Pages 29-38
Automating Transition Functions: A Way To Improve Trading Profits with Recurrent Reinforcement Learning....Pages 39-49
Utilising Tree-Based Ensemble Learning for Speaker Segmentation....Pages 50-59
Speakers’ Language Characteristics Analysis of Online Educational Videos....Pages 60-69
Fall Detection Using Commodity Smart Watch and Smart Phone....Pages 70-78
Predicting Information Diffusion Patterns in Twitter....Pages 79-89
An Ensemble of HMMs for Cognitive Fault Detection in Distributed Sensor Networks....Pages 90-100
Modeling ReTweet Diffusion Using Emotional Content....Pages 101-110
A Partially-Observable Markov Decision Process for Dealing with Dynamically Changing Environments....Pages 111-120
Platform for Simulation and Improvement of Swarm Behavior in Changing Environments....Pages 121-129
A Neuro-memetic System for Music Composing....Pages 130-139
Profound Degree: A Conservative Heuristic to Repair Dynamic CSPs....Pages 140-149
A Greedy Agent-Based Resource Allocation in the Smart Electricity Markets....Pages 150-161
Implicit Predictive Indicators: Mouse Activity and Dwell Time....Pages 162-171
Normative Monitoring of Agents to Build Trust in an Environment for B2B....Pages 172-181
Extending the Kouretes Statechart Editor for Generic Agent Behavior Development....Pages 182-192
Hierarchic Fuzzy Approach Applied in the Development of an Autonomous Architecture for Mobile Agents....Pages 193-202
Classification of Mammograms Using Cartesian Genetic Programming Evolved Artificial Neural Networks....Pages 203-213
A Face Recognition Based Multiplayer Mobile Game Application....Pages 214-223
A Dynamic Questionnaire to Further Reduce Questions in Learning Style Assessment....Pages 224-235
Recognizing Emotions from Facial Expressions Using Neural Network....Pages 236-245
Automatically Detected Feature Positions for LBP Based Face Recognition....Pages 246-255
Limited Generalization Capabilities of Autoencoders with Logistic Regression on Training Sets of Small Sizes....Pages 256-264
A Pattern Recognition Approach for Peak Prediction of Electrical Consumption....Pages 265-275
Semi-automatic Measure and Identification of Allergenic Airborne Pollen....Pages 276-285
Enhancing Growth Curve Approach Using CGPANN for Predicting the Sustainability of New Food Products....Pages 286-297
DX-IFD: An Intelligent Force Deployment System....Pages 298-306
A Practical Application of Evolving Fuzzy-Rule-Based Classifiers for the Development of Spoken Dialog Systems....Pages 307-316
Sequence Matching Genetic Algorithm for Square Jigsaw Puzzles....Pages 317-324
Scalable Distributed Genetic Algorithm for Data Ordering Problem with Inversion Using MapReduce....Pages 325-334
Application of Evolutionary Algorithms in Project Management....Pages 335-343
Inverse Reliability Task: Artificial Neural Networks and Reliability-Based Optimization Approaches....Pages 344-353
Model-Based Generation of Realistic 3D Full Body Avatars from Uncalibrated Multi-view Photographs....Pages 354-363
Data-Driven Motion Reconstruction Using Local Regression Models....Pages 364-374
Calculation of Complex Zernike Moments with Geodesic Correction for Pose Recognition in Omni-directional Images....Pages 375-384
Fish-Eye Camera Video Processing and Trajectory Estimation Using 3D Human Models....Pages 385-394
Analysis of Relevant Features for Pollen Classification....Pages 395-404
Identifying Features with Concept Drift in Multidimensional Data Using Statistical Tests....Pages 405-413
Features Extraction of Growth Trend in Social Websites Using Non-linear Genetic Programming....Pages 414-423
Comparison of Self Organizing Maps Clustering with Supervised Classification for Air Pollution Data Sets....Pages 424-435
Predicting Water Permeability of the Soil Based on Open Data....Pages 436-446
Solar Radiation Time-Series Prediction Based on Empirical Mode Decomposition and Artificial Neural Networks....Pages 447-455
Extracting Trends Ensembles in Solar Irradiance for Green Energy Generation Using Neuro-evolution....Pages 456-465
Optimal Control Using Feedback Linearization for a Generalized T-S Model....Pages 466-475
HHT-Based Artificial Seismic Accelerograms Generation....Pages 476-486
Peak Observer Based Self-tuning of Type-2 Fuzzy PID Controllers....Pages 487-497
TSK Fuzzy Modeling with Nonlinear Consequences....Pages 498-507
Novel Techniques for Text Annotation with Wikipedia Entities....Pages 508-518
An Avatar-Based Weather Forecast Sign Language System for the Hearing-Impaired....Pages 519-527
Interpretation of Possessive and Reflexive-Possessive Pronouns of Bulgarian Language in DATR....Pages 528-536
Forecasting Algorithm Adaptive Automatically to Time Series Length....Pages 537-545
Six Degrees of Freedom Implicit Haptic Rendering....Pages 546-555
Application of Supervised Self Organising Models for Wheat Yield Prediction....Pages 556-565
Prediction of 30-Day Mortality after a Hip Fracture Surgery Using Neural and Bayesian Networks....Pages 566-575
Application of Artificial Neural Network to Predict Static Loads on an Aircraft Rib....Pages 576-584
Android Based Electronic Travel Aid System for Blind People....Pages 585-592
Shoreline Extraction from Coastal Images Using Chebyshev Polynomials and RBF Neural Networks....Pages 593-603
Automation System Development for Micrograph Recognition for Mineral Ore Composition Evaluation in Mining Industry....Pages 604-613
Similarity Based Cross-Section Segmentation in Rough Log End Images....Pages 614-623
Visual Security Evaluation Based on SIFT Object Recognition....Pages 624-633
Back Matter....Pages -