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17th DaWaK 2015: Valencia, Spain

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Sanjay Madria, Takahiro Hara:
Big Data Analytics and Knowledge Discovery - 17th International Conference, DaWaK 2015, Valencia, Spain, September 1-4, 2015, Proceedings. Lecture Notes in Computer Science 9263, Springer 2015, ISBN 978-3-319-22728-3

Similarity Measure and Clustering

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Farid Alborzi, Rada Chirkova, Jon Doyle, Yahya Fathi:
Determining Query Readiness for Structured Data. 3-14
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Emin Aksehirli, Bart Goethals, Emmanuel Müller:
Efficient Cluster Detection by Ordered Neighborhoods. 15-27
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Mohammad Abdullatif, Yun Sing Koh, Gillian Dobbie:
Unsupervised Semantic and Syntactic Based Classification of Scientific Citations. 28-39

Data Mining

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Yun Sing Koh, Russel Pears:
HI-Tree: Mining High Influence Patterns Using External and Internal Utility Values. 43-56
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Carson Kai-Sang Leung, Richard Kyle MacKinnon:
Balancing Tree Size and Accuracy in Fast Mining of Uncertain Frequent Patterns. 57-69
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Junqiang Liu, Jiuyong Li, Shijian Xu, Benjamin C. M. Fung:
Secure Outsourced Frequent Pattern Mining by Fully Homomorphic Encryption. 70-81
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Claudio Lucchese, Salvatore Orlando, Raffaele Perego:
Supervised Evaluation of Top-k Itemset Mining Algorithms. 82-94
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Fatimah Binta Abdullahi, Frans Coenen, Russell Martin:
Finding Banded Patterns in Data: The Banded Pattern Mining Algorithm. 95-107
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Ling Luo, Wei Liu, Irena Koprinska, Fang Chen:
Discrimination-Aware Association Rule Mining for Unbiased Data Analytics. 108-120

Social Computing

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Carson Kai-Sang Leung, Fan Jiang:
Big Data Analytics of Social Networks for the Discovery of "Following" Patterns. 123-135
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Nantia Makrynioti, Vasilis Vassalos:
Sentiment Extraction from Tweets: Multilingual Challenges. 136-148
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Jayendra Barua, Dhaval Patel, Vikram Goyal:
TiDE: Template-Independent Discourse Data Extraction. 149-162

Heterogeneous Networks and Data

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Mukul Gupta, Pradeep Kumar, Bharat Bhasker:
A New Relevance Measure for Heterogeneous Networks. 165-177
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Yinuo Zhang, Anand V. Panangadan, Viktor K. Prasanna:
UFOMQ: An Algorithm for Querying for Similar Individuals in Heterogeneous Ontologies. 178-189
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Claudia Diamantini, Domenico Potena, Emanuele Storti:
Semantics-Based Multidimensional Query Over Sparse Data Marts. 190-202

Data Warehouses

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Juarez A. P. Sacenti, Fabio Salvini, Renato Fileto, Alessandra Raffaetà, Alessandro Roncato:
Automatically Tailoring Semantics-Enabled Dimensions for Movement Data Warehouses. 205-216
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Weiping Qu, Vinanthi Basavaraj, Sahana Shankar, Stefan Dessloch:
Real-Time Snapshot Maintenance with Incremental ETL Pipelines in Data Warehouses. 217-228
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Amine Roukh, Ladjel Bellatreche:
Eco-Processing of OLAP Complex Queries. 229-242
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Pedro Furtado, Sergi Nadal, Verónika Peralta, Mahfoud Djedaini, Nicolas Labroche, Patrick Marcel:
Materializing Baseline Views for Deviation Detection Exploratory OLAP. 243-254

Stream Processing

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Aaron Bostrom, Anthony J. Bagnall:
Binary Shapelet Transform for Multiclass Time Series Classification. 257-269
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Robert Anderson, Yun Sing Koh:
StreamXM: An Adaptive Partitional Clustering Solution for Evolving Data Streams. 270-282
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Katie Atkinson, Frans Coenen, Phil Goddard, Terry R. Payne, Luke Riley:
Data Stream Mining with Limited Validation Opportunity: Towards Instrument Failure Prediction. 283-295
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Alfredo Cuzzocrea, Mohamed Medhat Gaber, Ary Mazharuddin Shiddiqi:
Distributed Classification of Data Streams: An Adaptive Technique. 296-309
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Yuzhi Liang, Pengcheng Yin, Siu-Ming Yiu:
New Word Detection and Tagging on Chinese Twitter Stream. 310-321

Applications of Big Data Analysis

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Thomas Zinner, Florian Lemmerich, Susanna Schwarzmann, Matthias Hirth, Peter Karg, Andreas Hotho:
Text Categorization for Deriving the Application Quality in Enterprises Using Ticketing Systems. 325-336
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Despoina Chatzakou, Nikolaos Passalis, Athena Vakali:
MultiSpot: Spotting Sentiments with Semantic Aware Multilevel Cascaded Analysis. 337-350
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Fernando Terroso-Saenz, Mercedes Valdés-Vela, Antonio F. Skarmeta-Gómez:
Online Urban Mobility Detection Based on Velocity Features. 351-362

Big Data

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Soumyava Das, Sharma Chakravarthy:
Partition and Conquer: Map/Reduce Way of Substructure Discovery. 365-378
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Max Chevalier, Mohammed El Malki, Arlind Kopliku, Olivier Teste, Ronan Tournier:
Implementation of Multidimensional Databases with Document-Oriented NoSQL. 379-390
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Nazmiye Ceren Abay, Alev Mutlu, Pinar Karagoz:
A Graph-Based Concept Discovery Method for n-Ary Relations. 391-402
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Farid Alborzi, Rada Chirkova, Ting Yu:
Exact Detection of Information Leakage in Database Access Control. 403-415

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