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Data Warehousing and Knowledge Discovery

14th International Conference, DaWaK 2012, Vienna, Austria, September 3-6, 2012, Proceedings

  • Conference proceedings
  • © 2012

Overview

Editors:
  1. Alfredo Cuzzocrea

    1. ICAR-CNR and University of Calabria, Rende (CS), Italy

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    You can also search for this editor in PubMed   Google Scholar

  2. Umeshwar Dayal

    1. Hewlett Packard Labs, Palo Alto, USA

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    You can also search for this editor in PubMed   Google Scholar

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 7448)

Part of the book sub series: Information Systems and Applications, incl. Internet/Web, and HCI (LNISA)

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Conference proceedings info: DaWaK 2012.

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Table of contents (36 papers)

  1. Front Matter

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  2. Data Warehouse Design Methodologies

    1. BPMN-Based Conceptual Modeling of ETL Processes

      • Zineb El Akkaoui, José-Norberto Mazón, Alejandro Vaisman, Esteban Zimányi
      Pages 1-14

    2. Enhancing Coverage and Expressive Power of Spatial Data Warehousing Modeling: The SDWM Approach

      • Alfredo Cuzzocrea, Robson do N. Fidalgo
      Pages 15-29

    3. Sprint Planning Optimization in Agile Data Warehouse Design

      • Matteo Golfarelli, Stefano Rizzi, Elisa Turricchia
      Pages 30-41

  3. ETL Methodologies and Tools

    1. Using OCL for Automatically Producing Multidimensional Models and ETL Processes

      • Faten Atigui, Franck Ravat, Olivier Teste, Gilles Zurfluh
      Pages 42-53

    2. A Case Study on Model-Driven Data Warehouse Development

      • Thomas Benker, Carsten Jürck
      Pages 54-64

    3. Integrating ETL Processes from Information Requirements

      • Petar Jovanovic, Oscar Romero, Alkis Simitsis, Alberto Abelló
      Pages 65-80

  4. Multidimensional Data Processing and Management

    1. Automatic Transformation of Multi-dimensional Web Tables into Data Cubes

      • Norah Alrayes, Wo-Shun Luk
      Pages 81-92

    2. Differentiated Multiple Aggregations in Multidimensional Databases

      • Ali Hassan, Franck Ravat, Olivier Teste, Ronan Tournier, Gilles Zurfluh
      Pages 93-104

    3. Genetic Algorithms-Based Symbolic Aggregate Approximation

      • Muhammad Marwan Muhammad Fuad
      Pages 105-116

  5. Data Warehouse and OLAP Extensions

    1. A Neural-Based Approach for Extending OLAP to Prediction

      • Wiem Abdelbaki, Riadh Ben Messaoud, Sadok Ben Yahia
      Pages 117-129

    2. Mobile Activity Recognition Using Ubiquitous Data Stream Mining

      • João Bártolo Gomes, Shonali Krishnaswamy, Mohamed M. Gaber, Pedro A. C. Sousa, Ernestina Menasalvas
      Pages 130-141

    3. Warehousing Manufacturing Data

      • Christoph Gröger, Johannes Schlaudraff, Florian Niedermann, Bernhard Mitschang
      Pages 142-155

  6. Data Warehouse Performance and Optimization

    1. Queen-Bee: Query Interaction-Aware for Buffer Allocation and Scheduling Problem

      • Amira Kerkad, Ladjel Bellatreche, Dominique Geniet
      Pages 156-167

    2. Efficient Distributed Parallel Top-Down Computation of ROLAP Data Cube Using MapReduce

      • Suan Lee, Jinho Kim, Yang-Sae Moon, Wookey Lee
      Pages 168-179

    3. Landmark-Join: Hash-Join Based String Similarity Joins with Edit Distance Constraints

      • Kazuyo Narita, Shinji Nakadai, Takuya Araki
      Pages 180-191

  7. Data-Mining and Knowledge-Discovery Techniques

    1. Incremental Itemset Mining Based on Matrix Apriori Algorithm

      • Damla Oguz, Belgin Ergenc
      Pages 192-204

    2. A Fast Algorithm for Frequent Itemset Mining Using Patricia* Structures

      • Jun-Feng Qu, Mengchi Liu
      Pages 205-216

    3. Multi-objective Optimization for Incremental Decision Tree Learning

      • Hang Yang, Simon Fong, Yain-Whar Si
      Pages 217-228

  8. Data-Mining and Knowledge-Discovery Applications I

    1. Mining Contextual Preference Rules for Building User Profiles

      • Sandra de Amo, Mouhamadou Saliou Diallo, Cheikh Talibouya Diop, Arnaud Giacometti, Haoyuan D. Li, Arnaud Soulet
      Pages 229-242
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About this book

This book constitutes the refereed proceedings of the 14th International Conference on Data Warehousing and Knowledge Discovery, DaWaK 2012 held in Vienna, Austria, in September 2012. The 36 revised full papers presented were carefully reviewed and selected from 99 submissions. The papers are organized in topical sections on data warehouse design methodologies, ETL methodologies and tools, multidimensional data processing and management, data warehouse and OLAP extensions, data warehouse performance and optimization, data mining and knowledge discovery techniques, data mining and knowledge discovery applications, pattern mining, data stream mining, data warehouse confidentiality and security, and distributed paradigms and algorithms.

Editors and Affiliations

  • ICAR-CNR and University of Calabria, Rende (CS), Italy

    Alfredo Cuzzocrea

  • Hewlett Packard Labs, Palo Alto, USA

    Umeshwar Dayal

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