Intelligent Data Engineering and Automated Learning -- IDEAL 2013: 14th International Conference, IDEAL 2013, Hefei, China, October 20-23, 2013, Proceedings 2013 ed. [Pehme köide]

A Pruning Algorithm for Extreme Learning Machine.- Measuring Stability
and Discrimination Power of Metrics in Information Retrieval Evaluation.-
System for Monitoring and Optimization of Micro- and Nano-Machining Processes
Using Intelligent Voice and Visual Communication.- Racing for Unbalanced
Methods Selection.- Super-Resolution from One Single Low-Resolution Image
Based on R-KSVD and Example-Based Algorithm.- Bilateral Multi-issue Parallel
Negotiation Model Based on Reinforcement Learning.- Learning to Detect the
Subway Station Arrival for Mobile Users.- Vision Based Multi-pedestrian
Tracking Using Adaptive Detection and Clustering.- Drilling Cost Prediction
Based on Self-adaptive Differential Evolution and Support Vector Regression.-
Web Service Evaluation Method Based on Time-aware Collaborative Filtering.-
An Improved PBIL Algorithm for Path Planning Problem of Mobile Robots.- An
Initialized ACO for the VRPTW.- Deadline-Aware Event Scheduling for Complex
Event Processing Systems.- A Discrete Hybrid Bees Algorithm for Service
Aggregation Optimal Selection in Cloud Manufacturing.- Continuous Motion
Recognition Using Multiple Time Constant Recurrent Neural Network with a Deep
Network Model.- An Extended Version of the LVA-Index.- Anomaly Monitoring
Framework Based on Intelligent Data Analysis.- Customer Unification in
E-Commerce.- Network Management Based on Domain Partition for Mobile Agents.-
Multi-objective Quantum Cultural Algorithm and Its Application in the
Wireless Sensor Networks Energy-Efficient Coverage Optimization.- Image
Super Resolution via Visual Prior Based Digital Image Characteristics.- Deep
Learning on Natural Viewing Behaviors to Differentiate Children with Fetal
Alcohol Spectrum Disorder.- Prevailing Trends Detection of Public Opinions
Based on Tianya Forum.- Fast and Accurate Sentiment Classification Using an
Enhanced Naļve Bayes Model.- A Scale-Free Based Memetic Algorithm for
Resource-Constrained Project Scheduling Problems.- ADirection based
Multi-Objective Agent Genetic Algorithm.- A Study of Representations for
Resource Constrained Project Scheduling Problems Using Fitness Distance
Correlation.- Adapt a Text-Oriented Chunker for Oral Data: How Much Manual
Effort Is Necessary?.- SVD Based Graph Regularized Matrix Factorization.-
Clustering, Noise Reduction and Visualization Using Features Extracted from
the Self-Organizing Map.- Efficient Service Deployment by Image-Aware VM
Allocation Strategy.- Forecasting Financial Time Series Using a Hybrid
Self-Organising Neural Model.- A Novel Diversity Maintenance Scheme for
Evolutionary Multi-objective Optimization.- Adaptive Differential Evolution
Fuzzy Clustering Algorithm with Spatial Information and Kernel Metric for
Remote Sensing Imagery.- Dynamic EM in Neologism Evolution.- Estimation of
the Regularisation Parameter in Huber-MRF for Image Resolution Enhancement.-
Sparse Prototype Representation by Core Sets.- Reconstruction of Wind Speed
Based on Synoptic Pressure Values and Support Vector Regression.- Direct
Solar Radiation Prediction Based on Soft-Computing Algorithms Including Novel
Predictive Atmospheric Variables.- A Novel Coral Reefs Optimization Algorithm
for Multi-objective Problems.- Fuzzy Clustering with Grouping Genetic
Algorithms.- Graph-Based Substructure Pattern Mining Using CUDA Dynamic
Parallelism.- Scaling Up Covariance Matrix Adaptation Evolution Strategy
Using Cooperative Coevolution.- Gradient Boosting-Based Negative Correlation
Learning.- Metamodel Assisted Mixed-Integer Evolution Strategies Based on
Kendall Rank Correlation Coefficient.- Semi-supervised Ranking via List-Wise
Approach.- Gaussian Process for Transfer Learning through Minimum Encoding.-
Kernel Based Manifold Learning for Complex Industry Fault Detection.- An
Estimation of Distribution Algorithm for the 3D Bin Packing Problem with
Various Bin Sizes.- Accelerating BIRCH for Clustering Large Scale Streaming
Data Using CUDA Dynamic Parallelism.- Swarm Intelligence in Big Data
Analytics.- Multidimensional Dynamic Trust Measurement Model with Incentive
Mechanism for Internetware.- Global Path Planning of Wheeled Robots Using a
Multi-Objective Memetic Algorithm.- Quantifying Flow Field Distances Based on
a Compact Streamline Representation.- MCGA: A Multiobjective Cellular Genetic
Algorithm Based on a 3D Grid.- Multi-Objective Particle Swarm Optimization
Algorithm Based on Population Decomposition.- An Effective Ant Colony
Approach for Scheduling Parallel Batch-Processing Machines.- Understanding
Instance Complexity in the Linear Ordering Problem.- Multi-Objective
Evolutionary Algorithm Based on Decomposition for Air Traffic Flow Network
Rerouting Problem.- Temporal Dependence in Legal Documents.- Learning-Guided
Exploration in Airfoil Optimization.- A Trigram Language Model to Predict
Part of Speech Tags Using Neural Network.- Handling Different Levels of
Granularity within Naive Bayes Classifiers.- Genetic Algorithm on GPU
Performance Optimization Issues.- Mutual Information for Performance
Assessment of Multi Objective Optimisers: Preliminary Results.- Velocity
Divergence of CCPSO in Large Scale Global Optimization.- Machine Learning
Enhanced Multi-Objective Evolutionary Algorithm Based on Decomposition.- High
against Low Quantile Comparison for Biomarker and Classifier Evaluation.-
Learning a Label-Noise Robust Logistic Regression: Analysis and Experiments.-
Hybrid Bacterial Foraging Algorithm for Data Clustering.- Swarm Intelligence
with Clustering for Solving SAT.- Multilevel Bee Swarm Optimization for Large
Satisfiability Problem Instances.- Voting-XCSc: A Consensus Clustering Method
via Learning Classifier System.- Distance Weighted Cosine Similarity Measure
for Text Classification.- A Survey on Benchmarks for Big Data and Some More
Considerations.- Spectral Clustering Algorithm Based on Local Sparse
Representation.