| 2011 | A Bounded Version of Online Boosting on Open-Ended Data Streams. José Luis Triviño-Rodriguez, Amparo Ruiz-Sepúlveda, Rafael Morales Bueno |
| 2011 | An Efficient Cacheable Secure Scalar Product Protocol for Privacy-Preserving Data Mining. Duc H. Tran, Wee Keong Ng, Hoon Wei Lim, Hai-Long Nguyen |
| 2011 | An Envelope-Based Approach to Rotation-Invariant Boundary Image Matching. Sang-Pil Kim, Yang-Sae Moon, Sun-Kyong Hong |
| 2011 | Co-clustering with Augmented Data Matrix. Meng-Lun Wu, Chia-Hui Chang, Rui-Zhe Liu |
| 2011 | Complementing Data in the ETL Process. Lívia de S. Ribeiro, Ronaldo R. Goldschmidt, Maria Cláudia Cavalcanti |
| 2011 | Concurrent Semi-supervised Learning of Data Streams. Hai-Long Nguyen, Wee Keong Ng, Yew-Kwong Woon, Duc H. Tran |
| 2011 | Data Warehousing and Knowledge Discovery - 13th International Conference, DaWaK 2011, Toulouse, France, August 29-September 2,2011. Proceedings Alfredo Cuzzocrea, Umeshwar Dayal |
| 2011 | Describing Analytical Sessions Using a Multidimensional Algebra. Oscar Romero, Patrick Marcel, Alberto Abelló, Verónika Peralta, Ladjel Bellatreche |
| 2011 | ETLMR: A Highly Scalable Dimensional ETL Framework Based on MapReduce. Xiufeng Liu, Christian Thomsen, Torben Bach Pedersen |
| 2011 | Efficient Processing of Drill-across Queries over Geographic Data Warehouses. Jaqueline Joice Brito, Thiago Luís Lopes Siqueira, Valéria Cesário Times, Ricardo Rodrigues Ciferri, Cristina Dutra de Aguiar Ciferri |
| 2011 | Enhancing Activity Recognition in Smart Homes Using Feature Induction. Naveen Nair, Ganesh Ramakrishnan, Shonali Krishnaswamy |
| 2011 | Extending the Dimensional Templates Approach to Integrate Complex Multidimensional Design Concepts. Rui Oliveira, Fátima Rodrigues, Paulo Martins, João-Paulo Moura |
| 2011 | Feature Selection with Mutual Information for Uncertain Data. Gauthier Doquire, Michel Verleysen |
| 2011 | Finding Critical Thresholds for Defining Bursts. Bibudh Lahiri, Ioannis Akrotirianakis, Fabian Moerchen |
| 2011 | Finding Fraud in Health Insurance Data with Two-Layer Outlier Detection Approach. Rob M. Konijn, Wojtek Kowalczyk |
| 2011 | Frequent Pattern Mining from Time-Fading Streams of Uncertain Data. Carson Kai-Sang Leung, Fan Jiang |
| 2011 | GEM: Requirement-Driven Generation of ETL and Multidimensional Conceptual Designs. Oscar Romero, Alkis Simitsis, Alberto Abelló |
| 2011 | Implementing Vertical Splitting for Large Scale Multidimensional Datasets and Its Evaluations. Takayuki Tsuchida, Tatsuo Tsuji, Ken Higuchi |
| 2011 | Knowledge Acquisition from Sensor Data in an Equine Environment. Kenneth Conroy, Gregory C. May, Mark Roantree, Giles Warrington, Sarah Jane Cullen, Adrian McGoldrick |
| 2011 | Learning Actions in Complex Software Systems. Koosha Golmohammadi, Michael Smit, Osmar R. Zaïane |
| 2011 | Mining Approximate Frequent Closed Flows over Packet Streams. Imen Brahmi, Sadok Ben Yahia, Pascal Poncelet |
| 2011 | Moderated VFDT in Stream Mining Using Adaptive Tie Threshold and Incremental Pruning. Yang Hang, Simon Fong |
| 2011 | Modern Software Engineering Methodologies Meet Data Warehouse Design: 4WD. Matteo Golfarelli, Stefano Rizzi, Elisa Turricchia |
| 2011 | Multidimensional Database Design from Document-Centric XML Documents. Geneviève Pujolle, Franck Ravat, Olivier Teste, Ronan Tournier, Gilles Zurfluh |
| 2011 | OLAP Formulations for Supporting Complex Spatial Objects in Data Warehouses. Ganesh Viswanathan, Markus Schneider |
| 2011 | ONE: A Predictable and Scalable DW Model. João Pedro Costa, José Cecílio, Pedro Martins, Pedro Furtado |
| 2011 | Pairwise Similarity Calculation of Information Networks. Yuanzhe Cai, Sharma Chakravarthy |
| 2011 | RP-Tree: Rare Pattern Tree Mining. Sidney Tsang, Yun Sing Koh, Gillian Dobbie |
| 2011 | SPO-Tree: Efficient Single Pass Ordered Incremental Pattern Mining. Yun Sing Koh, Gillian Dobbie |
| 2011 | Support for User Involvement in Data Cleaning. Helena Galhardas, Antónia Lopes, Emanuel Santos |
| 2011 | TTL: A Transformation, Transference and Loading Approach for Active Monitoring. Emma Chávez, Gavin Finnie |
| 2011 | Tagged MapReduce: Efficiently Computing Multi-analytics Using MapReduce. Andreas Williams, Pavlos Mitsoulis-Ntompos, Damianos Chatziantoniou |
| 2011 | The NOX OLAP Query Model: From Algebra to Execution. Ahmad Taleb, Todd Eavis, Hiba Tabbara |
| 2011 | The Planning OLAP Model - A Multidimensional Model with Planning Support. Bernhard Jaecksch, Wolfgang Lehner |
| 2011 | Time Aware Index for Link Prediction in Social Networks. Lankeshwara Munasinghe, Ryutaro Ichise |
| 2011 | Using Confusion Matrices and Confusion Graphs to Design Ensemble Classification Models from Large Datasets. Patricia E. N. Lutu |
| 2011 | VarDB: High-Performance Warehouse Processing with Massive Ordering and Binary Search. Pedro Martins, João Pedro Costa, José Cecílio, Pedro Furtado |
| 2011 | Vertical Fragmentation of XML Data Warehouses Using Frequent Path Sets. Doulkifli Boukraâ, Omar Boussaid, Fadila Bentayeb |