Big Data Analytics and Knowledge Discovery: 17th International Conference, DaWaK 2015, Valencia, Spain, September 1-4, 2015, Proceedings

Front Matter....Pages I-XIII
Front Matter....Pages 1-1
Determining Query Readiness for Structured Data....Pages 3-14
Efficient Cluster Detection by Ordered Neighborhoods....Pages 15-27
Unsupervised Semantic and Syntactic Based Classification of Scientific Citations....Pages 28-39
Front Matter....Pages 41-41
HI-Tree: Mining High Influence Patterns Using External and Internal Utility Values....Pages 43-56
Balancing Tree Size and Accuracy in Fast Mining of Uncertain Frequent Patterns....Pages 57-69
Secure Outsourced Frequent Pattern Mining by Fully Homomorphic Encryption....Pages 70-81
Supervised Evaluation of Top-k Itemset Mining Algorithms....Pages 82-94
Finding Banded Patterns in Data: The Banded Pattern Mining Algorithm....Pages 95-107
Discrimination-Aware Association Rule Mining for Unbiased Data Analytics....Pages 108-120
Front Matter....Pages 121-121
Big Data Analytics of Social Networks for the Discovery of “Following” Patterns....Pages 123-135
Sentiment Extraction from Tweets: Multilingual Challenges....Pages 136-148
TiDE: Template-Independent Discourse Data Extraction....Pages 149-162
Front Matter....Pages 163-163
A New Relevance Measure for Heterogeneous Networks....Pages 165-177
UFOMQ: An Algorithm for Querying for Similar Individuals in Heterogeneous Ontologies....Pages 178-189
Semantics-Based Multidimensional Query Over Sparse Data Marts....Pages 190-202
Front Matter....Pages 203-203
Automatically Tailoring Semantics-Enabled Dimensions for Movement Data Warehouses....Pages 205-216
Real-Time Snapshot Maintenance with Incremental ETL Pipelines in Data Warehouses....Pages 217-228
Eco-Processing of OLAP Complex Queries....Pages 229-242
Materializing Baseline Views for Deviation Detection Exploratory OLAP....Pages 243-254
Front Matter....Pages 255-255
Binary Shapelet Transform for Multiclass Time Series Classification....Pages 257-269
Front Matter....Pages 255-255
StreamXM: An Adaptive Partitional Clustering Solution for Evolving Data Streams....Pages 270-282
Data Stream Mining with Limited Validation Opportunity: Towards Instrument Failure Prediction....Pages 283-295
Distributed Classification of Data Streams: An Adaptive Technique....Pages 296-309
New Word Detection and Tagging on Chinese Twitter Stream....Pages 310-321
Front Matter....Pages 323-323
Text Categorization for Deriving the Application Quality in Enterprises Using Ticketing Systems....Pages 325-336
MultiSpot: Spotting Sentiments with Semantic Aware Multilevel Cascaded Analysis....Pages 337-350
Online Urban Mobility Detection Based on Velocity Features....Pages 351-362
Front Matter....Pages 363-363
Partition and Conquer: Map/Reduce Way of Substructure Discovery....Pages 365-378
Implementation of Multidimensional Databases with Document-Oriented NoSQL....Pages 379-390
A Graph-Based Concept Discovery Method for n-Ary Relations....Pages 391-402
Exact Detection of Information Leakage in Database Access Control....Pages 403-415
Back Matter....Pages 417-418