Intelligent Data Engineering and Automated Learning -- IDEAL 2014: 15th International Conference, Salamanca, Spain, September 10-12, 2014, Proceedings 2014 ed. [Pehme köide]

MLeNN: A First Approach to Heuristic Multilabel
Undersampling.- Development of Eye-Blink Controlled Application for
Physically Handicapped Children.- Generation of Reducts Based on Nearest
Neighbor Relation.- Automatic Content Related Feedback for MOOCs Based on
Course Domain Ontology.- User Behavior Modeling in a Cellular Network Using
Latent Dirichlet Allocation.- Sample Size Issues in the Choice between the
Best Classifier and Fusion by Trainable Combiners.- On Interlinking Linked
Data Sources by Using Ontology Matching Techniques and the Map-Reduce
Framework.- Managing Borderline and Noisy Examples in Imbalanced
Classification by Combining SMOTE with Ensemble Filtering.- TweetSemMiner: A
Meta-Topic Identification Model for Twitter Using Semantic Analysis.- Use of
Empirical Mode Decomposition for Classification of MRCP Based Task
Parameters.- Diversified Random Forests Using Random Subspaces.- Fast
Frequent Pattern Detection Using Prime Numbers.- Multi-step Forecast Based on
Modified Neural Gas Mixture Autoregressive Model.- LBP and Machine Learning
for Diabetic Retinopathy Detection.- Automatic Validation of Flowmeter Data
in Transport Water Networks: Application to the ATLLc Water Network.- Data
Analysis for Detecting a Temporary Breath Inability Episode.- CPSO Applied in
the Optimization of a Speech Recognition System.- Object-Neighbourhood
Clustering Ensemble Method.- A Novel Recursive Kernel-Based Algorithm for
Robust Pattern Classification.- Multi-Objective Genetic Algorithms for Sparse
Least Square Support Vector Machines.- Pixel Classification and Heuristics
for Facial Feature Localization.- A New Appearance Signature for Real Time
Person Re-identification.- A New Hand Posture Recognizer Based on Hybrid
Wavelet Network Including a Fuzzy Decision Support System.- Sim-EA: An
Evolutionary Algorithm Based on Problem Similarity.- Multiobjective Dynamic
Constrained Evolutionary Algorithm for Control of a Multi-segment
ArticulatedManipulator.- Parameter Dependence in Cumulative
Selection.- Explanatory Inference under Uncertainty.- A Novel Ego-Centered
Academic Community Detection Approach via Factor Graph Model.- Intelligent
Promotions Recommendation System for Instaprom Platform.- Kernel K-Means Low
Rank Approximation for Spectral Clustering and Diffusion Maps.- Linear
Regression Fisher Discrimination Dictionary Learning for Hyperspectral Image
Classification.- Ensemble-Distributed Approach in Classification Problem
Solution for Intrusion Detection Systems.- Weight Update Sequence in MLP
Networks.- Modeling of Bicomponent Mixing System Used in the Manufacture of
Wind Generator Blades.- Branching to Find Feasible Solutions in Unmanned Air
Vehicle Mission Planning.- Towards Data Mart Building from Social Network for
Opinion Analysis.- A Novel Self Suppression Operator Used in TMA.- Machine
Learning Methods for Mortality Prediction of Polytraumatized Patients in
Intensive Care Units Dealing with Imbalanced and High-Dimensional
Data.- Nonconvex Functions Optimization Using an Estimation of Distribution
Algorithm Based on a Multivariate Extension of the Clayton Copula.- News
Mining Using Evolving Fuzzy Systems.- Predicting Students Results Using
Rough Sets Theory.- Graph-Based Object Class Discovery from Images with
Multiple Objects.- A Proposed Extreme Learning Machine Pruning Based on the
Linear Combination of the Input Data and the Output Layer Weights.- A Drowsy
Driver Detection System Based on a New Method of Head Posture Estimation.- A
CBR-Based Game Recommender for Rehabilitation Videogames in Social
Networks.- A New Semantic Approach for CBIR Based on Beta Wavelet Network
Modeling Shape Refined by Texture and Color Features.- Tackling Ant Colony
Optimization Meta-Heuristic as Search Method in Feature Subset Selection
Based on Correlation or Consistency Measures.- EventStory: Event Detection
Using Twitter Stream Based on Locality.- UnivariateMarginal Distribution
Algorithm with Markov Chain Predictor in Continuous Dynamic Environments.- A
Diversity-Adaptive Hybrid Evolutionary Algorithm to Solve a Project
Scheduling Problem.- Computing Platforms for Large-Scale Multi-Agent
Simulations: The Niche for Heterogeneous Systems.- Fuzzy Tool for Proposal of
Suitable Products in Online Store and CRM System.- Giving Voice to the
Internet by Means of Conversational Agents.- Multivariate Cauchy EDA
Optimisation.- Continuous Population-Based Incremental Learning with Mixture
Probability Modeling for Dynamic Optimization Problems.- ZeroLatency Data
Warehouse System Based on Parallel Processing and Cache Module.- Distributed
Multimedia Information System for Traffic Monitoring and
Managing.- Auto-adaptation of Genetic Operators for Multi-objective
Optimization in the Firefighter Problem.- Business and Government
Organizations' Adoption of Cloud Computing.