Intelligence Science and Big Data Engineering. Big Data and Machine Learning Techniques: 5th International Conference, IScIDE 2015, Suzhou, China, June 14-16, 2015, Revised Selected Papers, Part II

Front Matter....Pages I-XIX
Exhaustive Hybrid Posting Lists Traversing Technique....Pages 1-11
Control Parameters Optimization for Spacecraft Large Angle Attitude Based on Multi-PSO....Pages 12-19
Analysis of the Time Characteristics of Network Water Army Based on BBS Information....Pages 20-28
Aspect and Sentiment Unification Model for Twitter Analysis....Pages 29-42
A Balanced Vertex Cut Partition Method in Distributed Graph Computing....Pages 43-54
Non-convex Regularized Self-representation for Unsupervised Feature Selection....Pages 55-65
Ranking Web Page with Path Trust Knowledge Graph....Pages 66-75
Locality Preserving One-Class Support Vector Machine....Pages 76-85
Locality Preserving Based K-Means Clustering....Pages 86-95
Auroral Oval Boundary Modeling Based on Deep Learning Method....Pages 96-106
Study on Prediction Method of Quality Uncertainty in the Textile Processing Based on Data....Pages 107-115
Verification of Hibernate Query Language by Abstract Interpretation....Pages 116-128
An Efficient MapReduce Framework for Intel MIC Cluster....Pages 129-139
A Novel K-harmonic Means Clustering Based on Enhanced Firefly Algorithm....Pages 140-149
A Feature Selection Method Based on Feature Grouping and Genetic Algorithm....Pages 150-158
Tuning GSP Parameters with GA....Pages 159-170
Event Recovery by Faster Truncated Nuclear Norm Minimization....Pages 171-180
Detecting Fake Review with Rumor Model—Case Study in Hotel Review....Pages 181-192
Dynamic Multi-relational Networks Integration and Extended Link Prediction Method....Pages 193-203
Matrix Factorization Approach Based on Temporal Hierarchical Dirichlet Process....Pages 204-212
Efficient Location-Based Event Detection in Social Text Streams....Pages 213-222
Opposition-Based Backtracking Search Algorithm for Numerical Optimization Problems....Pages 223-234
Real Orthogonal STBC MC-CDMA Blind Recognition Based on DEM-Sparse Component Analysis....Pages 235-246
Temporal Association Rule Mining....Pages 247-257
Evaluating Diagnostic Performance of Machine Learning Algorithms on Breast Cancer....Pages 258-266
Application of TOPO to the Multistage Batch Process Optimization of Gardenia Extracts....Pages 267-276
An Efficient String Searching Algorithm Based on Occurrence Frequency and Pattern of Vowels and Consonants in a Pattern....Pages 277-286
Neural Network Based PID Control for Quadrotor Aircraft....Pages 287-297
GPU-Based Parameter Estimation Method for Photovoltaic Electrical Models....Pages 298-307
MAD: A Monitor System for Big Data Applications....Pages 308-315
Research on SQLite Database Encryption Technology in Instant Messaging Based on Android Platform....Pages 316-325
Predicting Protein-Protein Interactions with Weighted PSSM Histogram and Random Forests....Pages 326-335
Research on Multiple Files Input Programming Method Based on MapReduce....Pages 336-342
Fuzzy C-means Based on Cooperative QPSO with Learning Behavior....Pages 343-351
Design for an Interference-Suppressing DMX512 Protocol Expansion and Repeater....Pages 352-360
A Convolutional Deep Neural Network for Coreference Resolution via Modeling Hierarchical Features....Pages 361-372
Linear Feature Sensibility for Output Partitioning in Ordered Neural Incremental Attribute Learning....Pages 373-383
Survey on Visualization Layout for Big Data....Pages 384-394
Common Latent Space Identification for Heterogeneous Co-transfer Clustering....Pages 395-406
A Trusted Third Party-Based Key Agreement Scheme in Cloud Computing....Pages 407-412
Semi-supervised Learning Based on Improved Co-training by Committee....Pages 413-421
A New Algorithm for Discriminative Clustering and Its Maximum Entropy Extension....Pages 422-432
Multi-attribute Decision Making Under Risk Based on Third-Generation Prospect Theory....Pages 433-442
Research of Massive Data Caching Strategy Based on Key-Value Storage Model....Pages 443-453
Trajectory Optimization for Cooperative Air Combat Engagement Based on Receding Horizon Control....Pages 454-466
Graph-Based Semi-Supervised Learning on Evolutionary Data....Pages 467-476
Predicting Drug-Target Interactions Between New Drugs and New Targets via Pairwise K-nearest Neighbor and Automatic Similarity Selection....Pages 477-486
A Novel Complex-Events Analytical System Using Episode Pattern Mining Techniques....Pages 487-498
A New Method to Finding All Nash Equilibria....Pages 499-507
A Set of Metrics for Measuring Interestingness of Theorems in Automated Theorem Finding by Forward Reasoning: A Case Study in NBG Set Theory....Pages 508-517
Multiview Correlation Feature Learning with Multiple Kernels....Pages 518-528
CRF-TM: A Conditional Random Field Method for Predicting Transmembrane Topology....Pages 529-537
Bootstrapped Integrative Hypothesis Test, COPD-Lung Cancer Differentiation, and Joint miRNAs Biomarkers....Pages 538-547
Research of Traffic Flow Forecasting Based on the Information Fusion of BP Network Sequence....Pages 548-558
A Consistent Hashing Based Data Redistribution Algorithm....Pages 559-566
Semantic Parsing Using Hierarchical Concept Base....Pages 567-575
Semantic Parsing Using Construction Categorization....Pages 576-584
Tunable Discounting Mechanisms for Language Modeling....Pages 585-594
Understanding Air Quality Challenges Through Simulation and Big Data Science for Low-Load Homes....Pages 595-602
Initial Seeds Selection in Dynamic Clustering Method Based on Data Depth....Pages 603-611
The Data Quality Evaluation that Under the Background of Wisdom City....Pages 612-621
Back Matter....Pages 623-627