Intelligent Data Engineering and Automated Learning – IDEAL 2016: 17th International Conference, Yangzhou, China, October 12–14, 2016, Proceedings

Front Matter....Pages I-XVI
A Simplified Algorithm Based on IF Model....Pages 1-9
Predict Two-Dimensional Protein Folding Based on Hydrophobic-Polar Lattice Model and Chaotic Clonal Genetic Algorithm....Pages 10-17
From Parzen Window Estimation to Feature Extraction: A New Perspective....Pages 18-27
An Efficient Sparse Optimization Method for Unfinished Magic Squares....Pages 28-36
Enhancing State Space Search for Planning by Monte-Carlo Random Walk Exploration....Pages 37-45
Mining Frequent Trajectory Patterns in Road Network Based on Similar Trajectory....Pages 46-57
An Effective Genetic Algorithm with Uniform Crossover for Bi-objective Unconstrained Binary Quadratic Programming Problem....Pages 58-67
Face Recognition Based on Structural Incoherence and Low Rank Projection....Pages 68-78
A Note on the k-NN Density Estimate....Pages 79-88
Visualizing MOOC User Behaviors: A Case Study on XuetangX....Pages 89-98
Modified-DBSCAN Clustering for Identifying Traffic Accident Prone Locations....Pages 99-105
A Novel Link Prediction Algorithm Based on Spatial Mapping in PPI Network....Pages 106-113
A Compatible Model of Unstructured Data for Cross-Media Retrieval in the Field of Tourism....Pages 114-125
A Route Planning Method for Underwater Terrain Aided Positioning Based on Gray Wolf Optimization Algorithm....Pages 126-133
Feature Selection in Click-Through Rate Prediction Based on Gradient Boosting....Pages 134-142
Freight Vehicle Travel Time Prediction Using Sparse Gaussian Processes Regression with Trajectory Data....Pages 143-153
Study on the Detection of Cross-Site Scripting Vulnerabilities Based on Reverse Code Audit....Pages 154-163
A MapReduce-Based ELM for Regression in Big Data....Pages 164-173
Very Deep Neural Network for Handwritten Digit Recognition....Pages 174-182
An FW-BF Based Approach on Elimination of Duplicated Web Pages....Pages 183-191
Uncertain Frequent Itemsets Mining Algorithm on Data Streams with Constraints....Pages 192-201
Ubiquitous Robot: A New Paradigm for Intelligence....Pages 202-211
A Method of Discriminative Features Extraction for Restricted Boltzmann Machines....Pages 212-219
An Approach to Design Growing Echo State Networks....Pages 220-230
A Density-Based Clustering Algorithm with Sampling for Travel Behavior Analysis....Pages 231-239
Key Course Selection for Academic Early Warning Based on Gaussian Processes....Pages 240-247
Privacy-Preserving Scalar Product Computation in Cloud Environments Under Multiple Keys....Pages 248-258
Semi-discriminative Multiview Canonical Correlation Analysis for Recognition....Pages 259-266
Gray-Coded Clonal Selection Algorithm for Optimization Problem....Pages 267-273
Improved PCA-BP Face Recognition Based on Construction of Virtual Sample....Pages 274-284
A Duplication Task Scheduling Algorithm in Cloud Environments....Pages 285-292
Discussion of Graph Reachability Query with Keyword and Distance Constraint....Pages 293-301
Supervised Isometric Mapping Based Classification Algorithm....Pages 302-309
Successive Ray Refinement and Its Application to Coordinate Descent for Lasso....Pages 310-320
Multi-view Subspace Clustering via a Global Low-Rank Affinity Matrix....Pages 321-331
An Integrated Method for Road Network Centerline Detection from Multispectral Imagery....Pages 332-341
Clustering Evolutionary Data with an r-Dominance Based Multi-objective Evolutionary Algorithm....Pages 342-352
Sparse Non-negative Matrix Factorization with Generalized Kullback-Leibler Divergence....Pages 353-360
An Efficient Auction Mechanism Toward Heterogeneous Spectrum Allocation....Pages 361-370
An Improved Recommender Model by Joint Learning of Both Similarity and Latent Feature Space....Pages 371-378
Diagnosis Support for Orphan Diseases: A Case Study Using a Classifier Fusion Method....Pages 379-385
Fractional-Order Multiview Discriminant Analysis....Pages 386-394
Person Re-identification Using Cascade Filter....Pages 395-404
Grouping Parallel Bayesian Network Structure Learning Algorithm Based on Variable Ordering....Pages 405-415
One-Class Models for Continuous Authentication Based on Keystroke Dynamics....Pages 416-425
Incremental Nonnegative Matrix Factorization Based on Matrix Sketching and k-means Clustering....Pages 426-435
An Improved Outlier Detection Algorithm to Medical Insurance....Pages 436-445
Comparison of Binary Optimization Techniques for Real-Time Management of Sustainable Autonomous Microgrid....Pages 446-456
A Lower Bound Analysis of Population-Based Evolutionary Algorithms for Pseudo-Boolean Functions....Pages 457-467
Hybrid Crossover Based Clonal Selection Algorithm and Its Applications....Pages 468-475
A Task-Oriented Self-organization Mechanism in Wireless Sensor Networks....Pages 476-483
The Security Architecture and Key Technologies Research of Smart Water Resource....Pages 484-493
Positive Influence Maximization Algorithm Based on Three Degrees of Influence....Pages 494-502
Faster Decision Tree Induction with Impurity-Based Heuristic Schema....Pages 503-514
Triaxial Accelerometer Located on the Wrist for Elderly People’s Fall Detection....Pages 515-522
Mining Uplink-Downlink User Association in Wireless Heterogeneous Networks....Pages 523-532
Multi-label Fuzzy Similarity-Based Nearest-Neighbour Classification Using Association Rule....Pages 533-541
Probabilistic Modelling for Delay Estimation in Gravitationally Lensed Photon Streams....Pages 542-551
Combination of Grey Matter and White Matter Features for Early Prediction of Posttraumatic Stress Disorder....Pages 552-559
MR-Swarm: Mining Swarms from Big Spatio-Temporal Trajectories Using MapReduce....Pages 560-567
An Organizing System to Perform and Enable Verification and Diagnosis Activities....Pages 568-575
On Expanding Abbreviated Identifiers in the Source Code....Pages 576-587
An Efficient Mining Algorithm for Maximal Weighted Frequent Patterns Based on WIdT-Trees....Pages 588-595
Enhancing UML Class Diagram Abstraction with Knowledge Graph....Pages 596-605
Improved Fuzzy C-Means Clustering Algorithm Based on Particle Swarm Optimization Algorithm....Pages 606-616
Patent Trend Mining for Internet of Things in Logistics....Pages 617-623
Expression Classification and Intensity Estimation by Expression Manifold Synthesis....Pages 624-634
Back Matter....Pages 635-644
....Pages 645-647