Volume 3

November 2013, Volume 3, Number 6

Enhancement Techniques for Data Warehouse Staging Area
Mahmoud El-Wessimy, Hoda M.O. Mokhtar and Osman Hegazy, Cairo University, Egypt

Applying the Apriori Algorithm for Investigating the Associations Between Demographic Characteristics of Iranian
Top 100 Enterprises and the Structure of Their Commercial Websites

Ali Azimi and Azar Kaffashpour, Ferdowsi University of Mashhad, Iran

Identifying Similar Web Pages Based on Automated and User Preference Value Using Scoring Methods
Gandhimathi K1 and Vijaya MS2, 1PSGR Krishnammal College for Women, India and 2GR Govindarajulu School of
Applied Computer Technology, India

A Unified Approach for Spatial Data Query
Mohammed Abdalla, Hoda M. O. Mokhtar and Mohamed Noureldin, Cairo University, Egypt

An Apriori Based Algorithm to Mine Association Rules with Inter Itemset Distance
Pankaj Kumar Deva Sarma1 and Anjana Kakoti Mahanta2, 1Assam University, India and 2Gauhati University, India

A Comparative study on Term Weighting Methods for Automated Telugu Text Categorization with Effective Classifiers
Vishnu Murthy. G1, B. Vishnu Vardhan2, K. Sarangam3 and P. Vijay pal Reddy4, 1AGI, India, 2JNTU, India, 3TEC, India
and 4MRCE, India

DRSP : Dimension Reduction for Similarity Matching and Pruning of Time Series Data Streams
Vishwanath R H1, Samartha T V1, Srikantaiah K C1, Venugopal K R1 and L M Patnaik2, 1Bangalore University, India and
2Indian Institute of Science, India

Recommendation System Using Bloom Filter in Mapreduce
Reena Pagare and Anita Shinde, Pune University, India

What is the Major Power Linking Statistics & Data Mining ?
M.E. Abd El-Monsef1, E. A. Rady2, A. M. Kozea1, W. A. Hassanein1 and S. Abd El-Badie1, 1Tanta University, Egypt and
2 Cairo University, Egypt

A Novel Method for Generating an Elearning Ontology
Mohammed Reda Chbihi Louhdi1, Hicham Behja2 and Said Ouatik El Alaoui3, 1,3Laboratoire Informatique &
Modélisation, Morocco and 2Ecole Nationale Supérieure d'Electricité et de Mécanique, Morocco

September 2013, Volume 3, Number 5

GV-Index: Scientific Contribution Rating Index that takes into Account the Growth Degree of Research Area and Variance
Values of the Publication Year of Cited Paper

Akira Otsuki1 and Masayoshi Kawamura2, 1Tokyo Institute of Technology, Japan and 2MK future software, Japan

A Statistical Model for GIST Generation : A Case Study on Hindi News Article
M.Varaprasad Rao1, B.Vishnu Vardhan2, and P.Vijay Pal Reddy3, 1MIPGS, India, 2JNTUH-J, India and 3MREC, India

A Statistical Data Fusion Technique in Virtual Data Integration Environment
Mohamed M. Hafez, Ali H. El-Bastawissy and Osman H. Mohamed, Cairo University, Egypt

Predicting Students' Performance Using ID3 and C4.5 Classification Algorithms
Kalpesh Adhatrao, Aditya Gaykar, Amiraj Dhawan, Rohit Jha and Vipul Honrao, Fr. C.R.I.T., India

Comparison Between RISS and DCHARM for Mining Gene Expression Data
Shaymaa Mousa, King Abdalziz University, Saudi Arabia

A Simplified Approach for Quality Management in Data Warehouse
Vinay Kumar1 and Reema Thareja2, 1GGSIPU, India and 2SPM Delhi University, India

Dynamic Extraction of Key Paper from the Cluster Using Variance Values of Cited Literature
Akira Otsuki, Tokyo Institute of Technology, Japan

Column-Store Databases: Approaches and Optimization Techniques
Tejaswini Apte1, Maya Ingle2 and A. K. Goyal2, 1Symbiosis Institute of Computer Studies and Research, India and
2Devi Ahilya Vishwavidyalaya, India

New Proximity Estimate for Incremental Update of Non-Uniformly Distributed Clusters
A. M. Sowjanya and M. Shashi, Andhra University, India

July 2013, Volume 3, Number 4

Effective Arabic Stemmer Based Hybrid Approach for Arabic Text Categorization
Meryeme Hadni1, Said Alaoui Ouatik1 and Abdelmonaime Lachkar2, 1L. I. M, Faculty of Science Dhar EL Mahraz
(FSDM), Morocco and 2L.S.I.S, E.N.S.A,University Sidi Mohamed Ben Abdellah (USMBA), Morocco

Imbalanced Data Learning Approaches Review
Mohamed Bekkar and Taklit Akrouf Alitouche, ENSSEA, National School of Statistics and Applied Economics, Algeria

Using Google's Keyword Relation in Multidomain Document Classification
Ping-I Chen1 and Shi-Jen Lin2, 1Digital Education Institute, Taiwan and 2National Central University, Taiwan

Source Code Retrieval Using Sequence Based Similarity
Yoshihisa Udagawa, Tokyo Polytechnic University, Japan

Identification of Outliers in Oxazolines and Oxazoles High Dimension Molecular Descriptor Dataset Using Principal
Component Outlier Detection Algorithm and Comparative Numerical Study of Other Robust Estimators

Doreswamy and Chanabasayya .M. Vastrad, Mangalore University, India

GCUBE Indexing
M. Laxmaiah1 and A. Govardhan2, 1Tirumala Engineering College, India and 2Jawaharlal Nehru Technological
University, India

Integrated Associative Classification and Neural Network Model Enhanced by Using a Statistical Approach
Linda Sara Mathew, MACE, India

Methods for Incremental Learning : A Survey
R. R. Ade1 and P. R. Deshmukh2, 1GHRIET, India and 2SCOE&T, India

Pattern Generation for Complex Data Using Hybrid Mining
Manish Kumar1, Sumit Kumar2, Sweety1, 1IIIT-Allahabad, India and 2IVY Comptech Pvt. Ltd, India

Comparison Analysis of Web Usage Mining Using Pattern Recognition Techniques
Nanhay Singh, Achin Jain and Ram Shringar Raw, Ambedkar Institute of Advanced communication Technologies &
Research, India

An Effective Ranking Method of Webpage Through TFIDF and Hyperlink Classified Pagerank
Md. Mahbubur Rahman1, Samsuddin Ahmed1, Md. Syful Islam1 and Md.Moshiur Rahman2, 1Bangladesh University
of Business and Technology, Bangladesh and 2Islamic University of Technology, Bangladesh

May 2013, Volume 3, Number 3

Using Ontologies to Improve Document Classification with Transductive Support Vector Machines
Roxana Aparicio and Edgar Acuna, University of Puerto Rico, Puerto Rico

Experimental study of Data clustering using k-Means and modified algorithms
M. P. S Bhatia and Deepika Khurana, University of Delhi, India

Ontology Integration Approaches and its Impact on Text Categorization
Hamid Machhour and Ismail Kassou, Mohammed V Souissi University, Morocco

A Fuzzy Based Approach to Text Mining and Document Clustering
Sumit Goswami1 and Mayank Singh Shishodia2, 1Indian Institute of Technology-Kharagpur, India and 2VIT University,

Tuple Value Based Multiplicative Data Perturbation Approach to Preserve Privacy in Data Stream Mining
Hitesh Chhinkaniwala1 and Sanjay Garg2, 1Ganpat University, India and 2Nirma University, India

A Conceptual Metadata Framework for Spatial Data Warehouse
M. Laxmaiah1 and A. Govardhan2, 1Tirumala Engineering College, India and 2Jawaharlal Nehru Technological
University, India

March 2013, Volume 3, Number 2

Data, Text and Web Mining for Business Intelligence : A Survey
Abdul-Aziz Rashid Al-Azmi, Kuwait University, Kuwait

HIGWGET-A Model for Crawling Secure Hidden WebPages
K. F. Bharati1, P. Premchand2 and A Govardhan3, 1JNTUACEA, India, 2Osmania University, India and 3JNTUH, India

An Intelligent Optimal Genetic Model to Investigate the User Usage Behaviour on World Wide Web
V. V. R. Maheswara Rao1 and V. Valli Kumari2, 1Shri Vishnu Engineering College for Women, India and
2Andhra University, India

Bidirectional Growth Based Mining and Cyclic Behaviour Analysis of Web Sequential Patterns
Srikantaiah K C1, Krishna Kumar N1, Venugopal K R1 and L M Patnaik2, 1Bangalore University, India and
2Indian Institute of Science, India

SCAF - An Effective Approach to Classify Subspace Clustering Algorithms
Sunita Jahirabadkar and Parag Kulkarni, College of Engineering, India

Integrated Web Recommendation Model with Improved Weighted Association Rule Mining
S. A. Sahaaya Arul Mary1 and M. Malarvizhi2, 1Jayaram College of Engineering and Technology, India and 2J.J. College of Engineering and Technology, India

Towards More Accurate Clutering Method by Using Dynamic Time Warping
Khadoudja Ghanem, MISC Laboratory, Algeria

A Survey on Privacy Preserving Association Rule Mining
K. Sathiyapriya and G. Sudha Sadasivam, PSG College of Technology, India

January 2013, Volume 3, Number 1

An Overview : Temporal - Side of Sequential Patterns Discovery
Ahmed Aburodes Assaid Alkilany, Sebha University, Libya

Assigning Weights to Training Instances Increases Classification Accuracy
Dewan Md. Farid and Chowdhury Mofizur Rahman, United International University, Bangladesh

Discovery of Maximal Frequent Item Sets using Subset Creation
Jnanamurthy HK, Vishesh HV, Vishruth Jain, Preetham Kumar and Radhika M. Pai, Manipal University, India

Forecasting Sales Through Time Series Clustering
Monica Sanwlani and M.Vijayalakshmi, V.E.S.I.T, India

Hiding Sensitive Association Rule Using Heuristic Approach
Kasthuri S and Meyyappan T, Alagappa University, India

An Effective Time Series Analysis for Stock Trend Prediction Using ARIMA Model for Nifty Midcap-50
B. Uma Devi1 D. Sundar2 and P. Alli3, 1R. D. Govt. Arts College, India, 2Thiagarajar School of Management, India and
3Velammal College of Engg. & Technology, India

Arabic Text Summarization Based on Latent Semantic Analysis to Enhance Arabic Documents Clustering
Hanane Froud1, Abdelmonaime Lachkar1 and Said Alaoui Ouatik2, 1USMBA, Morocco and 2FSDM, Morocco