Advances in Knowledge Discovery and Data Mining: 20th Pacific-Asia Conference, PAKDD 2016, Auckland, New Zealand, April 19-22, 2016, Proceedings, Part II

Front Matter....Pages I-XXIV
Front Matter....Pages 1-1
Denoising Time Series by Way of a Flexible Model for Phase Space Reconstruction....Pages 3-16
Distributed Sequential Pattern Mining in Large Scale Uncertain Databases....Pages 17-29
DeepCare: A Deep Dynamic Memory Model for Predictive Medicine....Pages 30-41
Indoor Positioning System for Smart Homes Based on Decision Trees and Passive RFID....Pages 42-53
Deep Feature Extraction from Trajectories for Transportation Mode Estimation....Pages 54-66
Online Learning for Accurate Real-Time Map Matching....Pages 67-78
Multi-hypergraph Incidence Consistent Sparse Coding for Image Data Clustering....Pages 79-91
Robust Multi-view Manifold Ranking for Image Retrieval....Pages 92-103
Image Representation Optimization Based on Locally Aggregated Descriptors....Pages 104-116
Reusing Extracted Knowledge in Genetic Programming to Solve Complex Texture Image Classification Problems....Pages 117-129
Personal Credit Profiling via Latent User Behavior Dimensions on Social Media....Pages 130-142
Linear Upper Confidence Bound Algorithm for Contextual Bandit Problem with Piled Rewards....Pages 143-155
Incremental Hierarchical Clustering of Stochastic Pattern-Based Symbolic Data....Pages 156-167
Computing Hierarchical Summary of the Data Streams....Pages 168-179
Front Matter....Pages 181-181
Unsupervised Parameter Estimation for One-Class Support Vector Machines....Pages 183-195
Frequent Pattern Outlier Detection Without Exhaustive Mining....Pages 196-207
Ensembles of Interesting Subgroups for Discovering High Potential Employees....Pages 208-220
Dynamic Grouped Mixture Models for Intermittent Multivariate Sensor Data....Pages 221-232
Parallel Discord Discovery....Pages 233-244
Dboost: A Fast Algorithm for DBSCAN-based Clustering on High Dimensional Data....Pages 245-256
Front Matter....Pages 181-181
A Precise and Robust Clustering Approach Using Homophilic Degrees of Graph Kernel....Pages 257-270
Constraint Based Subspace Clustering for High Dimensional Uncertain Data....Pages 271-282
A Clustering-Based Framework for Incrementally Repairing Entity Resolution....Pages 283-295
Adaptive Seeding for Gaussian Mixture Models....Pages 296-308
A Greedy Algorithm to Construct L1 Graph with Ranked Dictionary....Pages 309-321
Front Matter....Pages 323-323
A Rule Based Open Information Extraction Method Using Cascaded Finite-State Transducer....Pages 325-337
Active Learning Based Entity Resolution Using Markov Logic....Pages 338-349
Modeling Adversarial Learning as Nested Stackelberg Games....Pages 350-362
Fast and Semantic Measurements on Collaborative Tagging Quality....Pages 363-375
Matrices, Compression, Learning Curves: Formulation, and the GroupNteach Algorithms....Pages 376-387
Privacy Aware K-Means Clustering with High Utility....Pages 388-400
Secure k-NN Query on Encrypted Cloud Data with Limited Key-Disclosure and Offline Data Owner....Pages 401-414
Hashing-Based Distributed Multi-party Blocking for Privacy-Preserving Record Linkage....Pages 415-427
Front Matter....Pages 429-429
Enabling Hierarchical Dirichlet Processes to Work Better for Short Texts at Large Scale....Pages 431-442
Query-Focused Multi-document Summarization Based on Concept Importance....Pages 443-453
Mirror on the Wall: Finding Similar Questions with Deep Structured Topic Modeling....Pages 454-465
An Efficient Dynamic Programming Algorithm for STR-IC-STR-IC-LCS Problem....Pages 466-477
Efficient Page-Level Data Extraction via Schema Induction and Verification....Pages 478-490
Transfer-Learning Based Model for Reciprocal Recommendation....Pages 491-502
Enhanced SVD for Collaborative Filtering....Pages 503-514
Front Matter....Pages 429-429
Social Group Based Video Recommendation Addressing the Cold-Start Problem....Pages 515-527
Dual Similarity Regularization for Recommendation....Pages 528-541
Collaborative Deep Ranking: A Hybrid Pair-Wise Recommendation Algorithm with Implicit Feedback....Pages 542-554
Back Matter....Pages 555-567
....Pages 569-572