Title	Development of Hybrid-Multi-Stages Intrusion Detection Systems
Author	M.A. Mohamed, M.A. Mohamed
Citation	Vol. 10  No. 3  pp. 69-77
Keywords	Intrusion detection systems (IDSs), knowledge discovery and data mining (KDD), Multilayer Perceptron (MLP)

Title	Educational Data Mining with Focus on Dropout Rates
Author	Rosangela Villwock, Andressa Appio and Aldioni Adaiani Andreta
Citation	Vol. 15  No. 3  pp. 17-23
Keywords	Process of Knowledge Discovery in Databases Classification Socioeconomic Patterns Patterns of Courses.

Title	An Efficient Semi Supervised Clustering Techniques with Pairwise Constraints
Author	M. Pavithra, Dr.R.M.S.Parvathi
Citation	Vol. 25  No. 2  pp. 211-217
Keywords	Data Mining, Knowledge Discovery in Databases, Clustering, Semi Supervised Clustering, Pairwise Constraints.

Title	Early Child Care and Development (ECCD) Ontological System using Knowledge Based Pattern Warehouse
Author	Dr. B.S.E.Zoraida M.Phil., Saranya.S
Citation	Vol. 26  No. 10  pp. 75-82
Keywords	Child Care, Knowledge Discovery , Ontology, Pattern Warehouse, Prot?g?, Semantic Web.