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Content
January 2015, Volume 11, Issue 1
- 23-44 Parallel Real-Time OLAP on Multi-Core Processors
by Frank Dehne & Hamidreza Zaboli - 45-65 TripRec: An Efficient Approach for Trip Planning with Time Constraints
by Heli Sun & Jianbin Huang & Xinwei She & Zhou Yang & Jiao Liu & Jianhua Zou & Qinbao Song & Dong Wang - 66-83 iTrade: A Mobile Data-Driven Stock Trading System with Concept Drift Adaptation
by Yong Hu & Xiangzhou Zhang & Bin Feng & Kang Xie & Mei Liu
October 2014, Volume 10, Issue 4
- 1-25 Cost Models for Selecting Materialized Views in Public Clouds
by Romain Perriot & Jérémy Pfeifer & Laurent d'Orazio & Bruno Bachelet & Sandro Bimonte & Jérôme Darmont - 26-49 A New Spatial Transformation Scheme for Preventing Location Data Disclosure in Cloud Computing
by Min Yoon & Hyeong-il Kim & Miyoung Jang & Jae-Woo Chang - 50-70 Spatial Data Mining: A Perspective of Big Data
by Shuliang Wang & Hanning Yuan - 71-87 SQL-Based Fuzzy Query Mechanism Over Encrypted Database
by Zheli Liu & Jingwei Li & Jin Li & Chunfu Jia & Jun Yang & Ke Yuan
July 2014, Volume 10, Issue 3
- 1-14 A Novel Hybrid Algorithm Based on K-Means and Evolutionary Computations for Real Time Clustering
by Taha Mansouri & Ahad Zare Ravasan & Mohammad Reza Gholamian - 15-33 Bulk Construction of Geo-Textual Indices
by Dongsheng Li & Jinkun Pan & Jiaxin Li & Kian-Lee Tan - 34-58 A Query Beehive Algorithm for Data Warehouse Buffer Management and Query Scheduling
by Amira Kerkad & Ladjel Bellatreche & Pascal Richard & Carlos Ordonez & Dominique Geniet - 59-69 A Holistic View of Big Data
by Won Kim & Ok-Ran Jeong & Chulyun Kim
April 2014, Volume 10, Issue 2
- 1-17 An Association Rules Based Approach to Predict Semantic Land Use Evolution in the French City of Saint-Denis
by Asma Gharbi & Cyril de Runz & Sami Faiz & Herman Akdag - 18-38 An Efficient Pruning and Filtering Strategy to Mine Partial Periodic Patterns from a Sequence of Event Sets
by Kung-Jiuan Yang & Tzung-Pei Hong & Yuh-Min Chen & Guo-Cheng Lan - 39-54 HASTA: A Hierarchical-Grid Clustering Algorithm with Data Field
by Shuliang Wang & Yasen Chen - 55-86 Mining Customer Knowledge for a Recommendation System in Convenience Stores
by Shu-Hsien Liao & Chih-Hao Wen & Pei-Yuan Hsian & Chien-Wen Li & Che-Wei Hsu
January 2014, Volume 10, Issue 1
- 1-15 BAHUI: Fast and Memory Efficient Mining of High Utility Itemsets Based on Bitmap
by Wei Song & Yu Liu & Jinhong Li - 16-31 Deductive Data Warehouses
by Kornelije Rabuzin - 32-54 SpyNetMiner: An Outlier Analysis to Tag Elites in Clandestine Social Networks
by S. Karthika & S. Bose & A. Kannan - 55-76 A Perturbation Method Based on Singular Value Decomposition and Feature Selection for Privacy Preserving Data Mining
by Mohammad Reza Keyvanpour & Somayyeh Seifi Moradi
October 2013, Volume 9, Issue 4
- 1-18 Empirical Investigation of Decision Tree Ensembles for Monitoring Cardiac Complications of Diabetes
by Andrei V. Kelarev & Jemal Abawajy & Andrew Stranieri & Herbert F. Jelinek - 19-43 Towards Big Linked Data: A Large-Scale, Distributed Semantic Data Storage
by Bo Hu & Nuno Carvalho & Takahide Matsutsuka - 44-61 Anonymous Spatial Query on Non-Uniform Data
by Shyue-Liang Wang & Chung-Yi Chen & I-Hsien Ting & Tzung-Pei Hong - 62-75 DMA: Matrix Based Dynamic Itemset Mining Algorithm
by Damla Oguz & Baris Yildiz & Belgin Ergenc
July 2013, Volume 9, Issue 3
- 1-21 Efficient Top-k Keyword Search Over Multidimensional Databases
by Ziqiang Yu & Xiaohui Yu & Yang Liu - 22-45 Modeling and Querying Continuous Fields with OLAP Cubes
by Leticia Irene Gómez & Silvia Alicia Gómez & Alejandro Vaisman - 46-72 A BPMN-Based Design and Maintenance Framework for ETL Processes
by Zineb El Akkaoui & Esteban Zimányi & Jose-Norberto Mazón & Juan Trujillo
April 2013, Volume 9, Issue 2
- 1-20 Elasticity in Cloud Databases and Their Query Processing
by Goetz Graefe & Anisoara Nica & Knut Stolze & Thomas Neumann & Todd Eavis & Ilia Petrov & Elaheh Pourabbas & David Fekete - 21-38 On-Demand ELT Architecture for Right-Time BI: Extending the Vision
by Florian Waas & Robert Wrembel & Tobias Freudenreich & Maik Thiele & Christian Koncilia & Pedro Furtado - 39-65 Cube Algebra: A Generic User-Centric Model and Query Language for OLAP Cubes
by Cristina Ciferri & Ricardo Ciferri & Leticia Gómez & Markus Schneider & Alejandro Vaisman & Esteban Zimányi - 66-88 Fusion Cubes: Towards Self-Service Business Intelligence
by Alberto Abelló & Jérôme Darmont & Lorena Etcheverry & Matteo Golfarelli & Jose-Norberto Mazón & Felix Naumann & Torben Pedersen & Stefano Bach Rizzi & Juan Trujillo & Panos Vassiliadis & Gottfried Vossen - 89-109 An Envisioned Approach for Modeling and Supporting User-Centric Query Activities on Data Warehouses
by Marie-Aude Aufaure & Alfredo Cuzzocrea & Cécile Favre & Patrick Marcel & Rokia Missaoui
January 2013, Volume 9, Issue 1
- 1-27 A Survey on Fuzzy Association Rule Mining
by Harihar Kalia & Satchidananda Dehuri & Ashish Ghosh - 28-55 Discovery of Anomalous Windows through a Robust Nonparametric Multivariate Scan Statistic (RMSS)
by Lei Shi & Vandana P. Janeja - 56-69 Rule-Based Data Mining Cache Replacement Strategy
by Ramzi A. Haraty & Joe Zeitouny - 70-95 Semi-Automatic Design of Spatial Data Cubes from Simulation Model Results
by Hadj Mahboubi & Sandro Bimonte & Guillaume Deffuant & Jean-Pierre Chanet & François Pinet
October 2012, Volume 8, Issue 4
- 1-21 Towards Comparative Mining of Web Document Objects with NFA: WebOMiner System
by C. I. Ezeife & Titas Mutsuddy - 22-40 Integrating Star and Snowflake Schemas in Data Warehouses
by Georgia Garani & Sven Helmer - 41-81 Efficient and Effective Aggregate Keyword Search on Relational Databases
by Luping Li & Stephen Petschulat & Guanting Tang & Jian Pei & Wo-Shun Luk - 82-107 Weighted Fuzzy-Possibilistic C-Means Over Large Data Sets
by Renxia Wan & Yuelin Gao & Caixia Li
July 2012, Volume 8, Issue 3
- 1-26 A Survey on Database Performance in Virtualized Cloud Environments
by Todor Ivanov & Ilia Petrov & Alejandro Buchmann - 27-44 FINGERPRINT: Summarizing Cluster Evolution in Dynamic Environments
by Eirini Ntoutsi & Myra Spiliopoulou & Yannis Theodoridis - 45-61 Spatial Data Mining for Highlighting Hotspots in Personal Navigation Routes
by Gabriella Schoier & Giuseppe Borruso
April 2012, Volume 8, Issue 2
- 1-22 User Behaviour Pattern Mining from Weblog
by Vishnu Priya & A. Vadivel - 23-43 Spatial Clustering in SOLAP Systems to Enhance Map Visualization
by Ricardo Silva & João Moura-Pires & Maribel Yasmina Santos - 44-63 Classifying Very High-Dimensional Data with Random Forests Built from Small Subspaces
by Baoxun Xu & Joshua Zhexue Huang & Graham Williams & Qiang Wang & Yunming Ye
January 2012, Volume 8, Issue 1
- 1-23 A Clustering Rule Based Approach for Classification Problems
by Philicity K. Williams & Caio V. Soares & Juan E. Gilbert - 24-51 Spatial OLAP and Map Generalization: Model and Algebra
by Sandro Bimonte & Michela Bertolotto & Jérôme Gensel & Omar Boussaid - 52-92 Analytical Processing Over XML and XLink
by Paulo Caetano da Silva & Valéria Cesário Times & Ricardo Rodrigues Ciferri & Cristina Dutra de Aguiar Ciferri
October 2011, Volume 7, Issue 4
- 1-20 Incremental Algorithm for Discovering Frequent Subsequences in Multiple Data Streams
by Reem Al-Mulla & Zaher Al Aghbari - 21-42 HYBRIDJOIN for Near-Real-Time Data Warehousing
by M. Asif Naeem & Gillian Dobbie & Gerald Weber - 43-63 Data Field for Hierarchical Clustering
by Shuliang Wang & Wenyan Gan & Deyi Li & Deren Li - 64-85 Preserving Privacy in Time Series Data Mining
by Ye Zhu & Yongjian Fu & Huirong Fu
July 2011, Volume 7, Issue 3
- 1-29 Finding Associations in Composite Data Sets: The CFARM Algorithm
by M. Sulaiman Khan & Maybin Muyeba & Frans Coenen & David Reid & Hissam Tawfik - 30-49 Automatic Item Weight Generation for Pattern Mining and its Application
by Yun Sing Koh & Russel Pears & Gillian Dobbie - 50-87 Weak Ratio Rules: A Generalized Boolean Association Rules
by Baoqing Jiang & Xiaohua Hu & Qing Wei & Jingjing Song & Chong Han & Meng Liang - 88-101 Decision Rule Extraction for Regularized Multiple Criteria Linear Programming Model
by DongHong Sun & Li Liu & Peng Zhang & Xingquan Zhu & Yong Shi
April 2011, Volume 7, Issue 2
- 1-25 Query Recommendations for OLAP Discovery-Driven Analysis
by Arnaud Giacometti & Patrick Marcel & Elsa Negre & Arnaud Soulet - 26-43 Data Warehouse Testing
by Matteo Golfarelli & Stefano Rizzi - 44-66 An Empirical Evaluation of Similarity Coefficients for Binary Valued Data
by David M. Lewis & Vandana P. Janeja - 67-96 Dynamic View Management System for Query Prediction to View Materialization
by Negin Daneshpour & Ahmad Abdollahzadeh Barfourosh
January 2011, Volume 7, Issue 1
- 1-23 Visual Mobility Analysis using T-Warehouse
by A. Raffaetà & L. Leonardi & G. Marketos & G. Andrienko & N. Andrienko & E. Frentzos & N. Giatrakos & S. Orlando & N. Pelekis & A. Roncato & C. Silvestri - 24-45 A Query Language for Mobility Data Mining
by Roberto Trasarti & Fosca Giannotti & Mirco Nanni & Dino Pedreschi & Chiara Renso - 46-66 Distributed Privacy Preserving Clustering via Homomorphic Secret Sharing and Its Application to (Vertically) Partitioned Spatio-Temporal Data
by Can Brochmann Yildizli & Thomas Pedersen & Yucel Saygin & Erkay Savas & Albert Levi
October 2010, Volume 6, Issue 4
- 1-15 ASCCN: Arbitrary Shaped Clustering Method with Compatible Nucleoids
by Renxia Wan & Lixin Wang & Xiaoke Su - 16-32 A New Similarity Metric for Sequential Data
by Pradeep Kumar & Bapi S. Raju & P. Radha Krishna - 33-60 When Spatial Analysis Meets OLAP: Multidimensional Model and Operators
by Sandro Bimonte & Anne Tchounikine & Maryvonne Miquel & François Pinet - 61-73 Combining kNN Imputation and Bootstrap Calibrated: Empirical Likelihood for Incomplete Data Analysis
by Yongsong Qin & Shichao Zhang & Chengqi Zhang
July 2010, Volume 6, Issue 3
- 1-10 Estimating Semi-Parametric Missing Values with Iterative Imputation
by Shichao Zhang - 11-27 Exploring Disease Association from the NHANES Data: Data Mining, Pattern Summarization, and Visual Analytics
by Zhengzheng Xing & Jian Pei - 28-42 Classification of Peer-to-Peer Traffic Using A Two-Stage Window-Based Classifier With Fast Decision Tree and IP Layer Attributes
by Bijan Raahemi & Ali Mumtaz - 43-72 Constrained Cube Lattices for Multidimensional Database Mining
by Alain Casali & Sébastien Nedjar & Rosine Cicchetti & Lotfi Lakhal
April 2010, Volume 6, Issue 2
- 1-21 An Efficient Method for Discretizing Continuous Attributes
by Kelley M. Engle & Aryya Gangopadhyay - 22-40 Dimensionality Reduction with Unsupervised Feature Selection and Applying Non-Euclidean Norms for Classification Accuracy
by Amit Saxena & John Wang - 41-58 Graph-Based Modelling of Concurrent Sequential Patterns
by Jing Lu & Weiru Chen & Malcolm Keech - 59-78 User-Centric Similarity and Proximity Measures for Spatial Personalization
by Yanwu Yang & Christophe Claramunt & Marie-Aude Aufaure & Wensheng Zhang
January 2010, Volume 6, Issue 1
- 1-19 Investigating the Properties of a Social Bookmarking and Tagging Network
by Ralitsa Angelova & Marek Lipczak & Evangelos Milios & Pawel Pralat - 20-37 The Dynamics of Content Popularity in Social Media
by Symeon Papadopoulos & Athena Vakali & Ioannis Kompatsiaris - 38-57 Detecting Trends in Social Bookmarking Systems: A del.icio.us Endeavor
by Robert Wetzker & Carsten Zimmermann & Christian Bauckhage - 58-76 Mining Frequent Generalized Patterns for Web Personalization in the Presence of Taxonomies
by Panagiotis Giannikopoulos & Iraklis Varlamis & Magdalini Eirinaki
October 2009, Volume 5, Issue 4
- 1-23 Referential Horizontal Partitioning Selection Problem in Data Warehouses: Hardness Study and Selection Algorithms
by Ladjel Bellatreche & Kamel Boukhalfa & Pascal Richard & Komla Yamavo Woameno - 24-43 What-if Simulation Modeling in Business Intelligence
by Matteo Golfarelli & Stefano Rizzi - 44-57 A Dynamic and Semantically-Aware Technique for Document Clustering in Biomedical Literature
by Min Song & Xiaohua Hu & Illhoi Yoo & Eric Koppel - 58-76 Influence of Domain and Model Properties on the Reliability Estimates' Performance
by Zoran Bosnic & Igor Kononenko
July 2009, Volume 5, Issue 3
- 1-27 A Survey of Extract–Transform–Load Technology
by Panos Vassiliadis - 28-55 A Survey of Spatio-Temporal Data Warehousing
by Leticia Gómez & Bart Kuijpers & Bart Moelans & Alejandro Vaisman - 56-75 A Survey of Open Source Tools for Business Intelligence
by Christian Thomsen & Torben Bach Pedersen
April 2009, Volume 5, Issue 2
- 1-23 A Survey of Multidimensional Modeling Methodologies
by Oscar Romero & Alberto Abelló - 24-56 A Survey of Managing the Evolution of Data Warehouses
by Robert Wrembel - 57-77 A Survey of Parallel and Distributed Data Warehouses
by Pedro Furtado
January 2009, Volume 5, Issue 1
- 1-17 A Survey on Temporal Data Warehousing
by Matteo Golfarelli & Stefano Rizzi - 18-35 Lossless Reduction of Datacubes using Partitions
by Alain Casali & Sébastien Nedjar & Rosine Cicchetti & Lotfi Lakhal & Noël Novelli - 36-56 A Parameterized Framework for Clustering Streams
by Vasudha Bhatnagar & Sharanjit Kaur & Laurent Mignet - 57-73 A Hybrid Method for High-Utility Itemsets Mining in Large High-Dimensional Data
by Guangzhu Guangzhu Yu & Shihuang Shao & Bin Luo & Xianhui Zeng
October 2008, Volume 4, Issue 4
- 1-21 Automated Integration of Heterogeneous Data Warehouse Schemas
by Marko Banek & Boris Vrdoljak & A Min Tjoa & Zoran Skocir - 22-41 Computing Join Aggregates Over Private Tables
by Rong She & Ke Want & Ada Waichee Fu & Xu Yabo - 42-61 MILPRIT*: A Constraint-Based Algorithm for Mining Temporal Relational Patterns
by Sandra de Amo & Waldecir P. Junior & Arnaud Giacometti - 62-83 Effectiveness of Fuzzy Classifier Rules in Capturing Correlations between Genes
by Mohammad Khabbaz & Keivan Kianmehr & Mohammad Alshalalfa & Reda Alhajj - 84-101 A Graph-Based Biomedical Literature Clustering Approach Utilizing Term's Global and Local Importance Information
by Xiaodan Zhang & Xiaohua Hu & Jiali Xia & Xiaohua Zhou & Palakorn Achananuparp
July 2008, Volume 4, Issue 3
- 1-14 RCUBE: Parallel Multi-Dimensional ROLAP Indexing
by Frank Dehne & Todd Eavis & Andrew Rau-Chaplin - 15-34 A Methodology Supporting the Design and Evaluating the Final Quality of Data Warehouses
by Maurizio Pighin & Lucio Ieronutti - 35-53 Vertical Fragmentation in Databases Using Data-Mining Technique
by Narasimhaiah Gorla & Pang W.Y. Betty - 54-70 Introducing the Elasticity of Spatial Data
by David A. Gadish - 71-89 Sequential Patterns Postprocessing for Structural Relation Patterns Mining
by Jing Lu & Weiru Chen & Osei Adjei & Malcolm Keech
April 2008, Volume 4, Issue 2
- 1-8 Overview of PAKDD Competition 2007
by Junping Zhang & Guo-Zheng Li - 9-14 A Solution to the Cross-Selling Problem of PAKDD-2007: Ensemble Model of TreeNet and Logistic Regression
by Mingjun Wei & Lei Chai & Renying Wei & Wang Huo - 15-21 Ensemble PROBIT Models to Predict Cross Selling of Home Loans for Credit Card Customers
by Hualin Wang & Yan Yu & Kaixia Zhang - 22-31 The Power of Sampling and Stacking for the PaKDD-2007 Cross-Selling Problem
by Paulo J.L. Adeodato & Germano C. Vasconcelos & Adrian L. Arnaud & Rodrigo C.L.V. Cunha & Domingos S.M.P. Monteiro & Rosalvo F.O. Neto - 32-45 Using TreeNet to Cross-sell Home Loans to Credit Card Holders
by Dan Steinberg & Nicholas C. Cardell & John Ries & Mykhaylyo Golovnya - 46-54 PaKDD-2007: A Near-Linear Model for the Cross-Selling Problem
by Thierry V. de Merckt & Jean-Francois Chevalier - 55-62 Identify Cross-Selling Opportunities via Hybrid Classifier
by Dahong Qiu & Ye Wang & Bin Bi - 63-78 Classification of Imbalanced Data with Random sets and Mean-Variance Filtering
by Vladimir Nikulin - 79-89 Ranking Potential Customers Based on Group-Ensemble
by Zhi-Zhuo Zhang & Qiong Chen & Shang-Fu Ke & Yi-Jun Wu & Fei Qi & Ying-Peng Zhang
January 2008, Volume 4, Issue 1
- 1-16 Seismological Data Warehousing and Mining: A Survey
by Gerasimos Marketos & Yannis Theodoridis & Ioannis S. Kalogeras - 17-46 Algebraic and Graphic Languages for OLAP Manipulations
by Franck Ravat & Olivier Teste & Ronan Tournier & Gilles Zurfluh - 47-61 Dynamic View Selection for OLAP
by Michael Lawrence & Andrew Rau-Chaplin - 62-73 Medical Document Clustering Using Ontology-Based Term Similarity Measures
by Xiaodan Zhang & Liping Jing & Xiaohua Hu & Michael Ng & Jiali Xia Jiangxi & Xiaohua Zhou
October 2007, Volume 3, Issue 4
- 1-30 Semantics-Aware Advanced OLAP Visualization of Multidimensional Data Cubes
by Alfredo Cuzzocrea & Domenico Sacca & Paolo Serafino - 31-50 Empowering the OLAP Technology to Support Complex Dimension Hierarchies
by Svetlana Mansmann & Marc H. Scholl - 51-67 Managing Late Measurements in Data Warehouses
by Matteo Golfarelli & Stefano Rizzi - 68-82 Evolutionary Induction of Mixed Decision Trees
by Marek Kretowski & Marek Grzes - 83-98 Acquiring Semantic Sibling Associations from Web Documents
by Marko Brunzel & Myra Spiliopoulou - 99-119 An Information-Theoretic Framework for Process Structure and Data Mining
by Gianluigi Greco & Antonella Guzzo & Luigi Pontieri
July 2007, Volume 3, Issue 3
- 1-13 Multi-Label Classification: An Overview
by Grigorios Tsoumakas & Ioannis Katakis - 14-27 Robust Classification Based on Correlations Between Attributes
by Alexandros Nanopoulos & Apostolos N. Papadopoulos & Yannis Manolopoulos & Tatjana Welzer-Druzovec - 28-44 A Single Pass Algorithm for Discovering Significant Intervals in Time-Series Data
by Sagar Savla & Sharma Chakravarthy - 45-59 Mining for Mutually Exclusive Items in Transaction Databases
by George Tzanis & Christos Berberidis - 60-78 Feature Selection for the Promoter Recognition and Prediction Problem
by George Potamias & Alexandros Kanterakis
April 2007, Volume 3, Issue 2
- 1-11 A Look back at the PAKDD Data Mining Competition 2006
by Nathaniel B. Noriel & Chew Lim Tan - 12-21 Predicting Future Customers via Ensembling Gradually Expanded Trees
by Yang Yu & De-Chuan Zhan & Xu-Ying Liu & Ming Li & Zhi-Hua Zhou - 22-31 Classification Of 3G Mobile Phone Customers
by Ankur Jain & Lalit Wangikar & Martin Ahrens & Ranjan Rao & Suddha Sattwa Kundu & Sutirtha Ghosh - 32-53 Mobile Phone Customer Type Discrimination via Stochastic Gradient Boosting
by Dan Steinberg & Mikhaylo Golovnya & Nicholas Scott Cardell - 54-66 An Immune Systems Approach for Classifying Mobile Phone Usage
by Hanny Yulius Limanto & Tay Joc Cing & Andrew Watkins - 67-82 Super Computer Heterogeneous Classifier Meta-Ensembles
by Anthony Bagnall & Gavin Cawley & Ian Whittley & Larry Bull & Matthew Studley & Mike Pettipher & F. Tekiner
January 2007, Volume 3, Issue 1
- 1-28 Statistical Sampling to Instantiate Materialized View Selection Problems in Data Warehouses
by Mesbah U. Ahmed & Vikas Agrawal & Udayan Nandkeolyar & P. S. Sundararaghavan - 29-53 SeqPAM: A Sequence Clustering Algorithm for Web Personalization
by Pradeep Kumar & Raju S. Bapi & P. Radha Krishna - 54-66 A Hyper-Heuristic for Descriptive Rule Induction
by Tho Hoan Pham & Tu Bao Ho - 67-88 GeoCache: A Cache for GML Geographical Data
by Lionel Savary & Georges Gardarin & Karine Zeitouni
October 2006, Volume 2, Issue 4
- 1-26 A Data Mining-Based OLAP Aggregation of Complex Data: Application on XML Documents
by Riadh Ben Messaoud & Omar Boussaid & Sabine Loudcher Rabaséda - 27-48 Navigation Rules for Exploring Large Multidimensional Data Cubes
by Navin Kumar & Aryya Gangopadhyay & George Karabatis & Sanjay Bapna & Zhiyuan Chen - 49-65 Domain-Driven Data Mining: A Practical Methodology
by Longbing Cao & Chengqi Zhang - 66-85 A Parallel Implementation Scheme of Relational Tables Based on Multidimensional Extendible Array
by K. M. Azharul Hasan & Tatsuo Tsuji & Ken Higuchi
July 2006, Volume 2, Issue 3
- 1-15 Algebraic Reconstruction Technique in Image Reconstruction Based on Data Mining
by Zhong Qu - 16-26 A TOPSIS Data Mining Demonstration and Application to Credit Scoring
by Desheng Wu & David L. Olson - 27-41 Routing Attribute Data Mining Based on Rough Set Theory
by Yanbing Liu & Shixin Sun & Menghao Wang & Hong Tang - 42-56 Partially Supervised Classification: Based on Weighted Unlabeled Samples Support Vector Machine
by Zhigang Liu & Wenzhong Shi & Deren Li & Qianqing Qin - 57-75 Cluster-Based Input Selection for Transparent Fuzzy Modeling
by Can Yang & Jun Meng & Shanan Zhu
April 2006, Volume 2, Issue 2
- 1-37 A Hybrid Approach for Data Warehouse View Selection
by Biren Shah & Karthik Ramachandran & Vijay Raghavan - 38-54 Finding Non-Coincidental Sporadic Rules Using Apriori-Inverse
by Yun Sing Koh & Nathan Rountree & Richard O’Keefe - 55-81 Improving Similarity Search in Time Series Using Wavelets
by Ioannis Liabotis & Babis Theodoulidis & Mohamad Saraaee
January 2006, Volume 2, Issue 1
- 1-26 Improved Data Partitioning for Building Large ROLAP Data Cubes in Parallel
by Ying Chen & Frank Dehne & Todd Eavis & A. Rau-Chaplin - 27-49 Discovering Surprising Instances of Simpson's Paradox in Hierarchical Multidimensional Data
by Carem C. Fabris & Alex A. Freitas - 50-80 An Approach to Mining Crime Patterns
by Sikha Bagui
October 2005, Volume 1, Issue 4
- 1-21 An Experimental Replication With Data Warehouse Metrics
by Manuel Serrano & Coral Calero & Mario Piattini - 22-55 Toward a Grid-Based Zero-Latency Data Warehousing Implementation for Continuous Data Streams Processing
by Tho Manh Nguyen & Peter Brezany & A. Min Tjoa & Edgar Weippl - 56-77 Preference-Based Frequent Pattern Mining
by Moonjung Cho & Jian Pei & Haixun Wang & Wei Wang - 78-97 Kernal Width Selection for SVM Classification: A Meta-Learning Approach
by Shawkat Ali & Kate A. Smith
July 2005, Volume 1, Issue 3
- 1-14 Improving Classification Accuracy of Decision Trees for Different Abstraction Levels of Data
by Mina Jeong & Doheon Lee - 15-27 Novel Efficient Classifiers Based on Data Cube
by Lixin Fu - 28-62 Mining Association Rules in Data Warehouses
by Haorianto Cokrowijoyo Tjioe & David Taniar - 63-87 Conceptual and Systematic Design Approach for XML Document Warehouses
by Vicky Nassis & Rajugan Rajagopalapillai & Tharam S. Dillon & Wenny Rahayu
April 2005, Volume 1, Issue 2
- 1-22 The Use of Smart Tokens in Cleaning Integrated Warehouse Data
by Christie I. Ezeife & Timothy E. Ohanekwu - 23-48 A Methodology for Building XML Data Warehouses
by Laura Irina Rusu & J. Wenny Rahayu & David Taniar - 49-69 Hybrid Query and Data Ordering for Fast and Progressive Range-Aggregate Query Answering
by Cyrus Shahabi & Mehrdad Jahangiri & Dimitri Sacharidis - 70-92 Discovering Frequent Embedded Subtree Patterns from Large Databases of Unordered Labeled Trees
by Yongqiao Xiao & J. F. Yao
January 2005, Volume 1, Issue 1
- 1-36 A Presentation Model & Non-Traditional Visualization for OLAP
by Andreas Maniatis & Panos Vassiliadis & Spiros Skiadopoulos & Yannis Vassiliou & George Mavrogonatos & Ilias Michalarias - 37-56 Periodic Streaming Data Reduction Using Flexible Adjustment of Time Section Size
by Jaehoon Kim & Seog Park - 57-81 Fuzzy Miner: Extracting Fuzzy Rules from Numerical Patterns
by Nikos Pelekis & Babis Theodoulikis & Ioannis Kopanakis & Yannis Theodoridis