International Journal of Data Warehousing and Mining (IJDWM)

2005 - 2026

Current editor(s): Eric Pardede

From IGI Global Scientific Publishing
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Volume 15, issue 4, 2019

Hybrid Partitioning-Density Algorithm for K-Means Clustering of Distributed Data Utilizing OPTICS pp. 1-20

Mikołaj Markiewicz and Jakub Koperwas

The Application of Sentiment Analysis and Text Analytics to Customer Experience Reviews to Understand What Customers Are Really Saying pp. 21-47

Conor Gallagher, Eoghan Furey and Kevin Curran

A Comparative Study of Data Cleaning Tools pp. 48-65

Samson Oni, Zhiyuan Chen, Susan Hoban and Onimi Jademi

Sarcasm Detection Using RNN with Relation Vector pp. 66-78

Satoshi Hiai and Kazutaka Shimada

Volume 15, issue 3, 2019

Efficient Algorithm for Mining High Utility Pattern Considering Length Constraints pp. 1-27

Kuldeep Singh and Bhaskar Biswas

Adaptation of Error Adjusted Bagging Method for Prediction pp. 28-45

Selen Yilmaz Isikhan, Erdem Karabulut, Afshin Samadi and Saadettin Kılıçkap

Maintaining Dimension's History in Data Warehouses Effectively pp. 46-62

Canan Eren Atay and Georgia Garani

A Method of Sanitizing Privacy-Sensitive Sequence Pattern Networks Mined From Trajectories Released pp. 63-89

Haitao Zhang and Yunhong Zhu

Volume 15, issue 2, 2019

Design and Implementation of Active Stream Data Warehouses pp. 1-21

Sandro Bimonte, Omar Boussaid, Michel Schneider and Fabien Ruelle

Spatio-Temporal OLAP Queries Similarity Measure and Algorithm pp. 22-41

Olfa Layouni and Jalel Akaichi

A Clustering Approach to Path Planning for Big Groups pp. 42-61

Jakub Szkandera, Ondřej Kaas and Ivana Kolingerová

Change Detection in Large Evolving Networks pp. 62-79

Josephine M. Namayanja and Vandana P. Janeja

Volume 15, issue 1, 2019

Logical and Physical Design of Spatial Non-Strict Hierarchies in Relational Spatial Data Warehouse pp. 1-18

Ferrahi Ibtisam Ibtisam, Sandro Bimonte and Kamel Boukhalfa

Classification and Space Cluster for Visualizing GeoInformation pp. 19-38

Toshihiro Osaragi

Anomaly Region Detection Based on DMST pp. 39-57

Sulan Zhang and Jiaqiang Wan

Mining Top-k Regular High-Utility Itemsets in Transactional Databases pp. 58-79

P. Lalitha Kumari, S. G. Sanjeevi and T.V. Madhusudhana Rao

Volume 14, issue 4, 2018

A Semi-Automatic Annotation Method of Effect Clue Words for Chinese Patents Based on Co-Training pp. 1-19

Na Deng, Chunzhi Wang, Mingwu Zhang, Zhiwei Ye, Liang Xiao, Jingbai Tian, Desheng Li and Xu Chen

A New Approach for Supervised Dimensionality Reduction pp. 20-37

Yinglei Song, Yongzhong Li and Junfeng Qu

An Encryption Methodology for Enabling the Use of Data Warehouses on the Cloud pp. 38-66

Claudivan Cruz Lopes, Valéria Cesário-Times, Stan Matwin, Cristina Dutra de Aguiar Ciferri and Ricardo Rodrigues Ciferri

TBSGM: A Fast Subgraph Matching Method on Large Scale Graphs pp. 67-89

Fusheng Jin, Yifeng Yang, Shuliang Wang, Ye Xue and Zhen Yan

Volume 14, issue 3, 2018

A Mathematical Database to Process Time Series pp. 1-21

Cyrille Ponchateau, Ladjel Bellatreche, Carlos Ordonez and Mickael Baron

Multiple Decisional Query Optimization in Big Data Warehouse pp. 22-43

Ratsimbazafy Rado and Omar Boussaid

Formalizing the Mapping of UML Conceptual Schemas to Column-Oriented Databases pp. 44-68

Fatma Abdelhedi, Amal Ait Brahim and Gilles Zurfluh

Multi-Documents Summarization Based on TextRank and its Application in Online Argumentation Platform pp. 69-89

Caiquan Xiong, Xuan Li, Yuan Li and Gang Liu

Volume 14, issue 2, 2018

Privacy-Preserving Hybrid K-Means pp. 1-17

Zhiqiang Gao, Yixiao Sun, Xiaolong Cui, Yutao Wang, Yanyu Duan and Xu An Wang

LF-LDA: A Supervised Topic Model for Multi-Label Documents Classification pp. 18-36

Yongjun Zhang, Zijian Wang, Yongtao Yu, Bolun Chen, Jialin Ma and Liang Shi

Dynamic Itemset Hiding Algorithm for Multiple Sensitive Support Thresholds pp. 37-59

Ahmet Cumhur Öztürk and Belgin Ergenç

Classification and Visualization of Alarm Data Based on Heterogeneous Distance pp. 60-80

Boxu Zhao and Guiming Luo

Volume 14, issue 1, 2018

Statistical Entropy Measures in C4.5 Trees pp. 1-14

Aldo Ramirez Arellano, Juan Bory-Reyes and Luis Manuel Hernandez-Simon

A Framework for Evaluating Design Methodologies for Big Data Warehouses: Measurement of the Design Process pp. 15-39

Francesco Di Tria, Ezio Lefons and Filippo Tangorra

Social Media Mining for Assessing Brand Popularity pp. 40-59

Eman S. Al-Sheikh and Mozaherul Hoque Abul Hasanat

Optimization of Mean and Standard Deviation of Multiple Responses Using Patient Rule Induction Method pp. 60-74

Jin-Kyung Yang and Dong-Hee Lee

Volume 13, issue 4, 2017

An Approach to Improve Generation of Association Rules in Order to Be Used in Recommenders pp. 1-18

Hodjat Hamidi and Elnaz Hashemzadeh

Ranking of Evaluation Targets Based on Complex Sequential Data pp. 19-32

Shigeaki Sakurai

Finding the Semantic Relationship Between Wikipedia Articles Based on a Useful Entry Relationship pp. 33-52

Lin-Chih Chen

When Should We Ignore Examples with Missing Values? pp. 53-63

Wei-Chao Lin, Shih-Wen Ke and Chih-Fong Tsai

Volume 13, issue 3, 2017

A Taxonomy for Distance-Based Spatial Join Queries pp. 1-24

Lingxiao Li and David Taniar

On Nonredundant Cost-Constrained Team Formation pp. 25-46

Yu Zhou, Jianbin Huang, Heli Sun and Xiaolin Jia

Extended Adaptive Join Operator with Bind-Bloom Join for Federated SPARQL Queries pp. 47-72

Damla Oguz, Shaoyi Yin, Belgin Ergenç, Abdelkader Hameurlain and Oguz Dikenelli

A Directed Acyclic Graph (DAG) Ensemble Classification Model: An Alternative Architecture for Hierarchical Classification pp. 73-90

Esra'a Alshdaifat, Frans Coenen and Keith Dures

Volume 13, issue 2, 2017

Multi-Attribute Utility Theory Based K-Means Clustering Applications pp. 1-12

Jungmok Ma

A Two-Dimensional Webpage Classification Model pp. 13-44

Shih-Ting Yang and Chia-Wei Huang

Using Data Mining Techniques to Discover Patterns in an Airline's Flight Hours Assignments pp. 45-62

Francisco Javier Villar Martín, Jose Luis Castillo Sequera and Miguel Angel Navarro Huerga

Robust Clustering with Distance and Density pp. 63-74

Hanning Yuan, Shuliang Wang, Jing Geng, Yang Yu and Ming Zhong

Volume 13, issue 1, 2017

Multidimensional Model Design using Data Mining: A Rapid Prototyping Methodology pp. 1-35

Sandro Bimonte, Lucile Sautot, Ludovic Journaux and Bruno Faivre

A Probabilistic Method for Mining Sequential Rules from Sequences of LBS Cloaking Regions pp. 36-50

Haitao Zhang, Zewei Chen, Zhao Liu, Yunhong Zhu and Chenxue Wu

Multidimensional Business Benchmarking Analysis on Data Warehouses pp. 51-75

Akiko Campbell, Xiangbo Mao, Jian Pei and Abdullah Al-Barakati

Improved Approximation Algorithm for Maximal Information Coefficient pp. 76-93

Shuliang Wang, Yiping Zhao, Yue Shu and Wenzhong Shi

Volume 12, issue 4, 2016

An Experimental Approach and Monitoring Tools for Evaluating a Dynamic Cubing System pp. 1-19

Anne Tchounikine, Maryvonne Miquel and Usman Ahmed

OLAP Analysis Operators for Multi-State Data Warehouses pp. 20-53

Franck Ravat, Jiefu Song and Olivier Teste

TLabel: A New OLAP Aggregation Operator in Text Cubes pp. 54-74

Lamia Oukid, Omar Boussaid, Nadjia Benblidia and Fadila Bentayeb

Business Intelligence Indicators: Types, Models and Implementation pp. 75-98

Sandro Bimonte, Michel Schneider and Omar Boussaid

Volume 12, issue 3, 2016

Data Approximation for Time Series Data in Wireless Sensor Networks pp. 1-13

Xiaobin Xu

A Cached-Based Stream-Relation Join Operator for Semi-Stream Data Processing pp. 14-31

M. Asif Naeem, Imran Sarwar Bajwa and Noreen Jamil

Optimizing ETL by a Two-Level Data Staging Method pp. 32-50

Xiufeng Liu, Nadeem Iftikhar, Huan Huo and Per Sieverts Nielsen

A Workload Assignment Strategy for Efficient ROLAP Data Cube Computation in Distributed Systems pp. 51-71

Ilhyun Suh and Yon Dohn Chung

Volume 12, issue 2, 2016

Modeling and Evaluating the Effects of Big Data Storage Resource Allocation in Global Scale Cloud Architectures pp. 1-20

Enrico Barbierato, Marco Gribaudo and Mauro Iacono

PSSRC: A Web Service Registration Cloud Based on Structured P2P and Semantics pp. 21-38

Qian He, Baokang Zhao, Liang Chang, Jinshu Su and Ilsun You

I-BAT: A Data-Intensive Solution Based on the Internet of Things to Predict Energy Behaviors in Microgrids pp. 39-61

Antonio J. Jara, Luc Dufour, Gianluca Rizzo, Marcin Piotr Pawlowski, Dominique Genoud, Alexandre Cotting, Yann Bocchi and Francois Chabbey

Volume 12, issue 1, 2016

Enabling Efficient Service Distribution using Process Model Transformations pp. 1-19

Ramón Alcarria, Diego Martín, Tomás Robles and Álvaro Sánchez-Picot

Measuring Semantic-Based Structural Similarity in Multi-Relational Networks pp. 20-33

Yunchuan Sun, Rongfang Bie and Junsheng Zhang

A Blind Signature-Based Approach for Cross-Domain Authentication in the Cloud Environment pp. 34-48

Aniello Castiglione, Francesco Palmieri, Chin-Ling Chen and Yao-Chung Chang

Recent Developments on Security and Reliability in Large-Scale Data Processing with MapReduce pp. 49-68

Christian Esposito and Massimo Ficco