Effective Arabic Stemmer Based Hybrid Approach for Arabic Text Categorization  [Pdf] 
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  [Pdf] 
Mohamed Bekkar and Taklit Akrouf Alitouche, ENSSEA, National School of Statistics and Applied Economics, Algeria

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

Source Code Retrieval Using Sequence Based Similarity  [Pdf] 
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  [Pdf] 
Doreswamy and Chanabasayya .M. Vastrad, Mangalore University, India

GCUBE Indexing  [Pdf] 
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  [Pdf] 
Linda Sara Mathew, MACE, India

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

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

Comparison Analysis of Web Usage Mining Using Pattern Recognition Techniques  [Pdf] 
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  [Pdf] 
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

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

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

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

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

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

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

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

HIGWGET-A Model for Crawling Secure Hidden WebPages  [Pdf] 
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  [Pdf] 
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  [Pdf] 
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  [Pdf] 
Sunita Jahirabadkar and Parag Kulkarni, College of Engineering, India

Integrated Web Recommendation Model with Improved Weighted Association Rule Mining  [Pdf] 
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  [Pdf] 
Khadoudja Ghanem, MISC Laboratory, Algeria

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

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

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

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

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

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

An Effective Time Series Analysis for Stock Trend Prediction Using ARIMA Model for Nifty Midcap-50  [Pdf] 
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  [Pdf] 
Hanane Froud¹, Abdelmonaime Lachkar¹ and Said Alaoui Ouatik², ¹USMBA, Morocco and ²FSDM, Morocco