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14th DaWaK 2012: Vienna, Austria
- Alfredo Cuzzocrea, Umeshwar Dayal:
Data Warehousing and Knowledge Discovery - 14th International Conference, DaWaK 2012, Vienna, Austria, September 3-6, 2012. Proceedings. Lecture Notes in Computer Science 7448, Springer 2012, ISBN 978-3-642-32583-0
Data Warehouse Design Methodologies
- Zineb El Akkaoui, Jose-Norberto Mazón
, Alejandro A. Vaisman, Esteban Zimányi:
BPMN-Based Conceptual Modeling of ETL Processes. 1-14 - Alfredo Cuzzocrea
Enhancing Coverage and Expressive Power of Spatial Data Warehousing Modeling: The SDWM Approach. 15-29 - Matteo Golfarelli, Stefano Rizzi
Sprint Planning Optimization in Agile Data Warehouse Design. 30-41
ETL Methodologies and Tools
- Faten Atigui, Franck Ravat
Using OCL for Automatically Producing Multidimensional Models and ETL Processes. 42-53 - Thomas Benker, Carsten Jürck:
A Case Study on Model-Driven Data Warehouse Development. 54-64 - Petar Jovanovic
Integrating ETL Processes from Information Requirements. 65-80
Multidimensional Data Processing and Management
- Norah Alrayes, Wo-Shun Luk:
Automatic Transformation of Multi-dimensional Web Tables into Data Cubes. 81-92 - Ali Hassan
Differentiated Multiple Aggregations in Multidimensional Databases. 93-104 - Muhammad Marwan Muhammad Fuad:
Genetic Algorithms-Based Symbolic Aggregate Approximation. 105-116
Data Warehouse and OLAP Extensions
- Wiem Abdelbaki
A Neural-Based Approach for Extending OLAP to Prediction. 117-129 - João Bártolo Gomes, Shonali Krishnaswamy, Mohamed Medhat Gaber
Mobile Activity Recognition Using Ubiquitous Data Stream Mining. 130-141 - Christoph Gröger, Johannes Schlaudraff, Florian Niedermann, Bernhard Mitschang:
Warehousing Manufacturing Data - A Holistic Process Warehouse for Advanced Manufacturing Analytics. 142-155
Data Warehouse Performance and Optimization
- Amira Kerkad, Ladjel Bellatreche, Dominique Geniet:
Queen-Bee: Query Interaction-Aware for Buffer Allocation and Scheduling Problem. 156-167 - Suan Lee
Efficient Distributed Parallel Top-Down Computation of ROLAP Data Cube Using MapReduce. 168-179 - Kazuyo Narita, Shinji Nakadai, Takuya Araki:
Landmark-Join: Hash-Join Based String Similarity Joins with Edit Distance Constraints. 180-191
Data-Mining and Knowledge-Discovery Techniques
- Damla Oguz
Incremental Itemset Mining Based on Matrix Apriori Algorithm. 192-204 - Jun-Feng Qu, Mengchi Liu:
A Fast Algorithm for Frequent Itemset Mining Using Patricia* Structures. 205-216 - Yang Hang, Simon Fong, Yain-Whar Si
Multi-objective Optimization for Incremental Decision Tree Learning. 217-228
Data-Mining and Knowledge-Discovery Applications I
- Sandra de Amo, Mouhamadou Saliou Diallo, Cheikh Talibouya Diop, Arnaud Giacometti, Haoyuan D. Li, Arnaud Soulet:
Mining Contextual Preference Rules for Building User Profiles. 229-242 - Dan A. Simovici, Paul Fomenky, Werner H. Kunz
Polarities, Axiallities and Marketability of Items. 243-252 - Nabila Dhahri, Chiraz Trabelsi, Sadok Ben Yahia
RssE-Miner: A New Approach for Efficient Events Mining from Social Media RSS Feeds. 253-264
Pattern Mining
- Loai AbedAllah, Ilan Shimshoni
k Nearest Neighbor Using Ensemble Clustering. 265-278 - Pawel Boinski, Maciej Zakrzewicz:
Collocation Pattern Mining in a Limited Memory Environment Using Materialized iCPI-Tree. 279-290 - Carson Kai-Sang Leung
Mining Popular Patterns from Transactional Databases. 291-302
Data Stream Mining
- David Tse Jung Huang
Rare Pattern Mining on Data Streams. 303-314 - Simon Malinowski, Ricardo Morla
A Single Pass Trellis-Based Algorithm for Clustering Evolving Data Streams. 315-326 - Mohammad Javad Hosseini, Zahra Ahmadi
New Management Operations on Classifiers Pool to Track Recurring Concepts. 327-339 - Yun Sing Koh
Extrapolation Prefix Tree for Data Stream Mining Using a Landmark Model. 340-351
Data-Mining and Knowledge-Discovery Applications II
- Kamran Ali Ahmad Syed, Mark Kröll
Dynamic Topography Information Landscapes - An Incremental Approach to Visual Knowledge Discovery. 352-363 - Chaman Thapa, Osmar R. Zaïane, Davood Rafiei, Arya M. Sharma:
Classifying Websites into Non-topical Categories. 364-377 - Peng Yan, Wei Jin:
Improving Cross-Document Knowledge Discovery Using Explicit Semantic Analysis. 378-389
Data Warehouse Confidentiality and Security
- Colin A. Puri, Doo Soon Kim, Peter Z. Yeh, Kunal Verma:
Implementing a Data Lineage Tracker. 390-403 - Ricardo Jorge Santos, Jorge Bernardino
Evaluating the Feasibility Issues of Data Confidentiality Solutions from a Data Warehousing Perspective. 404-416
Distributed Paradigms and Algorithms
- Qiming Chen, Meichun Hsu:
A New Paradigm for Collaborating Distributed Query Engines. 417-430 - M. Asif Naeem
A Lightweight Stream-Based Join with Limited Resource Consumption. 431-442 - Laurynas Siksnys, Christian Thomsen
MIRABEL DW: Managing Complex Energy Data in a Smart Grid. 443-457
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