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15th DaWaK 2013: Prague, Czech Republic
- Ladjel Bellatreche, Mukesh K. Mohania:
Data Warehousing and Knowledge Discovery - 15th International Conference, DaWaK 2013, Prague, Czech Republic, August 26-29, 2013. Proceedings. Lecture Notes in Computer Science 8057, Springer 2013, ISBN 978-3-642-40130-5
Modeling and ETL
- Amine Ghrab, Sabri Skhiri, Salim Jouili, Esteban Zimányi:
An Analytics-Aware Conceptual Model for Evolving Graphs. 1-12 - Georgia Kougka, Anastasios Gounaris:
Declarative Expression and Optimization of Data-Intensive Flows. 13-25 - Prudhvi Janga, Karen C. Davis:
Tabular Web Data: Schema Discovery and Integration. 26-33
Query Optimization and Parallelism
- Jie Zhang, Maosen Sun, Jian Lin
, Li Zha:
Uncoupled MapReduce: A Balanced and Efficient Data Transfer Model. 34-45 - Christian Ammendola, Michael H. Böhlen
Efficient Evaluation of Ad-Hoc Range Aggregates. 46-59 - João Pedro Costa, Pedro Furtado
SPIN: Concurrent Workload Scaling over Data Warehouses. 60-71
Spatial Data Warehouses and Applications
- Matteo Golfarelli, Marco Mantovani, Federico Ravaldi, Stefano Rizzi
Lily: A Geo-Enhanced Library for Location Intelligence. 72-83 - Aibek Adilmagambetov, Osmar R. Zaïane, Alvaro Osornio-Vargas
Discovering Co-location Patterns in Datasets with Extended Spatial Objects. 84-96 - Assuntina Cembalo, Michele Ferrucci, Francesca Maria Pisano
SOLAP4epidemiologist: A Spatial Data Warehousing Application in Epidemiology Domain. 97-109
Text Mining and OLAP
- Miguel Martinez-Alvarez, Alejandro Bellogín
Document Difficulty Framework for Semi-automatic Text Classification. 110-121 - Dino Ienco
Knowledge-Free Table Summarization. 122-133
Recommendation and Prediction
- Marie-Aude Aufaure, Nicolas Kuchmann-Beauger, Patrick Marcel
Predicting Your Next OLAP Query Based on Recent Analytical Sessions. 134-145 - João Bártolo Gomes, Clifton Phua, Shonali Krishnaswamy:
Where Will You Go? Mobile Data Mining for Next Place Prediction. 146-158 - Luiz Henrique de Campos Merschmann
An Extended Local Hierarchical Classifier for Prediction of Protein and Gene Functions. 159-171
Data Mining Optimization and Machine Learning Techniques
- Josif Grabocka, Lucas Drumond, Lars Schmidt-Thieme
Supervised Dimensionality Reduction via Nonlinear Target Estimation. 172-183 - Pawel Boinski, Maciej Zakrzewicz:
Concurrent Execution of Data Mining Queries for Spatial Collocation Pattern Discovery. 184-195 - Yoshitaka Kameya, Hiroki Asaoka:
Depth-First Traversal over a Mirrored Space for Non-redundant Discriminative Itemsets. 196-208
Mining and Processing Data Stream
- Fan Jiang, Carson Kai-Sang Leung
Stream Mining of Frequent Patterns from Delayed Batches of Uncertain Data. 209-221 - Saurav Acharya, Byung Suk Lee:
Fast Causal Network Inference over Event Streams. 222-235 - M. Asif Naeem, Gerald Weber, Gillian Dobbie, Christof Lutteroth
SSCJ: A Semi-Stream Cache Join Using a Front-Stage Cache Module. 236-247
Clustering and Data Mining Applications
- Veronica Oliveira de Carvalho, Fabiano Fernandes dos Santos, Solange Oliveira Rezende
Metrics to Support the Evaluation of Association Rule Clustering. 248-259 - Gunjan Soni, Christie I. Ezeife:
An Automatic Email Management Approach Using Data Mining Techniques. 260-267 - Mehmet Baris Özkan, Dilek Küçük
A Data Mining-Based Wind Power Forecasting Method: Results for Wind Power Plants in Turkey. 268-276 - Vipul Raheja, Krishnan Sundara Rajan
Disease Occurrence Prediction Based on Spatio-temporal Characterization - A Mesoscale Study for Knowledge and Pattern Discovery. 277-284 - Kwankamon Dittakan
Population Estimation Mining Using Satellite Imagery. 285-296
Social Network and Graph Mining
- Lianhang Ma, Hao Huang, Qinming He, Kevin Chiew, Jianan Wu, Yanzhe Che:
GMAC: A Seed-Insensitive Approach to Local Community Detection. 297-308 - Eileen H.-C. Wei, Yun Sing Koh
Finding Maximal Overlapping Communities. 309-316 - Wen Yu, Frans Coenen
Minimal Vertex Unique Labelled Subgraph Mining. 317-326
Event Sequence and Web Mining
- Alev Mutlu, Pinar Karagoz
A Hybrid Graph-Based Method for Concept Rule Discovery. 327-338 - Jing Lu
Applications of Concurrent Access Patterns in Web Usage Mining. 339-348 - Peter Thanisch, Jyrki Nummenmaa
Cell-at-a-Time Approach to Lazy Evaluation of Dimensional Aggregations. 349-358 - Han Liang:
MAF: A Method for Detecting Temporal Associations from Multiple Event Sequences. 359-371
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