| Description |
1 online resource |
| Series |
Lecture notes in computer science, 0302-9743 ; 7448 |
|
Lecture notes in computer science ; 7448.
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| Contents |
BPMN-Based Conceptual Modeling of ETL Processes / Zineb El Akkaoui, José-Norberto Mazón, Alejandro Vaisman and Esteban Zimányi -- Enhancing Coverage and Expressive Power of Spatial Data Warehousing Modeling: The SDWM Approach / Alfredo Cuzzocrea and Robson do N. Fidalgo -- Sprint Planning Optimization in Agile Data Warehouse Design / Matteo Golfarelli, Stefano Rizzi and Elisa Turricchia -- Using OCL for Automatically Producing Multidimensional Models and ETL Processes / Faten Atigui, Franck Ravat, Olivier Teste and Gilles Zurfluh -- A Case Study on Model-Driven Data Warehouse Development / Thomas Benker and Carsten Jürck -- Integrating ETL Processes from Information Requirements / Petar Jovanovic, Oscar Romero, Alkis Simitsis and Alberto Abelló -- Automatic Transformation of Multi-dimensional Web Tables into Data Cubes / Norah Alrayes and Wo-Shun Luk -- Differentiated Multiple Aggregations in Multidimensional Databases / Ali Hassan, Franck Ravat, Olivier Teste, Ronan Tournier and Gilles Zurfluh -- Genetic Algorithms-Based Symbolic Aggregate Approximation / Muhammad Marwan Muhammad Fuad |
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A Neural-Based Approach for Extending OLAP to Prediction / Wiem Abdelbaki, Riadh Ben Messaoud and Sadok Ben Yahia -- Mobile Activity Recognition Using Ubiquitous Data Stream Mining / João Bártolo Gomes, Shonali Krishnaswamy, Mohamed M. Gaber, Pedro A.C. Sousa and Ernestina Menasalvas -- Warehousing Manufacturing Data: A Holistic Process Warehouse for Advanced Manufacturing Analytics / Christoph Gröger, Johannes Schlaudraff, Florian Niedermann and Bernhard Mitschang -- Queen-Bee: Query Interaction-Aware for Buffer Allocation and Scheduling Problem / Amira Kerkad, Ladjel Bellatreche and Dominique Geniet -- Efficient Distributed Parallel Top-Down Computation of ROLAP Data Cube Using MapReduce / Suan Lee, Jinho Kim, Yang-Sae Moon and Wookey Lee -- Landmark-Join: Hash-Join Based String Similarity Joins with Edit Distance Constraints / Kazuyo Narita, Shinji Nakadai and Takuya Araki -- Incremental Itemset Mining Based on Matrix Apriori Algorithm / Damla Oguz and Belgin Ergenc -- A Fast Algorithm for Frequent Itemset Mining Using Patricia* Structures / Jun-Feng Qu and Mengchi Liu |
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Multi-objective Optimization for Incremental Decision Tree Learning / Hang Yang, Simon Fong and Yain-Whar Si -- Mining Contextual Preference Rules for Building User Profiles / Sandra de Amo, Mouhamadou Saliou Diallo, Cheikh Talibouya Diop, Arnaud Giacometti and Haoyuan D. Li, et al. -- Polarities, Axiallities and Marketability of Items / Dan A. Simovici, Paul Fomenky and Werner Kunz -- RssE-Miner: A New Approach for Efficient Events Mining from Social Media RSS Feeds / Nabila Dhahri, Chiraz Trabelsi and Sadok Ben Yahia -- k Nearest Neighbor Using Ensemble Clustering / Loai AbedAllah and Ilan Shimshoni -- Collocation Pattern Mining in a Limited Memory Environment Using Materialized iCPI-Tree / Pawel Boinski and Maciej Zakrzewicz -- Mining Popular Patterns from Transactional Databases / Carson Kai-Sang Leung and Syed K. Tanbeer -- Rare Pattern Mining on Data Streams / David Huang, Yun Sing Koh and Gillian Dobbie -- A Single Pass Trellis-Based Algorithm for Clustering Evolving Data Streams / Simon Malinowski and Ricardo Morla -- New Management Operations on Classifiers Pool to Track Recurring Concepts / Mohammad Javad Hosseini, Zahra Ahmadi and Hamid Beigy |
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Extrapolation Prefix Tree for Data Stream Mining Using a Landmark Model / Yun Sing Koh, Russel Pears and Gillian Dobbie -- Dynamic Topography Information Landscapes -- An Incremental Approach to Visual Knowledge Discovery / Kamran Ali Ahmad Syed, Mark Kröll, Vedran Sabol, Arno Scharl and Stefan Gindl, et al. -- Classifying Websites into Non-topical Categories / Chaman Thapa, Osmar Zaiane, Davood Rafiei and Arya M. Sharma -- Improving Cross-Document Knowledge Discovery Using Explicit Semantic Analysis / Peng Yan and Wei Jin -- Implementing a Data Lineage Tracker / Colin Puri, Doo Soon Kim, Peter Z. Yeh and Kunal Verma -- Evaluating the Feasibility Issues of Data Confidentiality Solutions from a Data Warehousing Perspective / Ricardo Jorge Santos, Jorge Bernardino and Marco Vieira -- A New Paradigm for Collaborating Distributed Query Engines / Qiming Chen and Meichun Hsu -- A Lightweight Stream-Based Join with Limited Resource Consumption / M. Asif Naeem, Gillian Dobbie and Gerald Weber -- MIRABEL DW: Managing Complex Energy Data in a Smart Grid / Laurynas Siksnys, Christian Thomsen and Torben Bach Pedersen |
| Summary |
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 |
| Analysis |
Computer science |
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Database management |
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Data mining |
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Information storage and retrieval systems |
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Information Systems Applications (incl. Internet) |
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Computer Appl. in Administrative Data Processing |
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User Interfaces and Human Computer Interaction |
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computerwetenschappen |
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computer sciences |
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man-machine interaction |
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computers |
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gebruikersinterfaces |
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user interfaces |
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informatiesystemen |
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information systems |
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internet |
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gegevensverwerking |
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data processing |
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computertechnieken |
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computer techniques |
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informatieontsluiting |
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information retrieval |
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informatieopslag |
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information storage |
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datamining |
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databasebeheer |
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Information and Communication Technology (General) |
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Informatie- en communicatietechnologie (algemeen) |
| Bibliography |
Includes bibliographical references and author index |
| Subject |
Data warehousing -- Congresses
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Data mining -- Congresses
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Informatique.
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Data mining
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Data warehousing
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Cuzzocrea, Alfredo, 1974-
|
|
Dayal, Umeshwar.
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| ISBN |
9783642325847 |
|
364232584X |
|
3642325831 |
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9783642325830 |
|
