Title	Resource Adaptive Technique for Frequent Itemset Mining in Transactional Data Streams
Author	Chandrika.J, K.R.Ananda Kumar
Citation	Vol. 12  No. 10  pp. 87-92
Keywords	Transactional data stream, sliding window, frequent itemset, Resource adaptation, Bit sequence representation.

Title	Computer Aided Multi-Parameter Extraction System to Aid Early Detection of Skin Cancer Melanoma
Author	Ruksar Fatima, Mohammed Zafar Ali Khan, A. Govardhan, Kashyap D Dhruve
Citation	Vol. 12  No. 10  pp. 74-86
Keywords	Skin Cancer, Melanoma, Early Detection, In Situ Melanoma, MPECS , Multi Parameter Extraction, Classification, Computer Aided Diagnostics, Image Processing, Skin Lesions. Feature Extraction.

Title	An Ontological Approach for Enriching Metadata of Learning Objects to Support Effective e-Learning
Author	Kalla. Madhu Sudhana, V. Cyril Raj, R.M. Suresh
Citation	Vol. 12  No. 10  pp. 68-73
Keywords	Metadata standards, ontological approach, strengthen the metadata standards, Educational Specific

Title	Analysis of Subjects with Greater Difficulty for University Students in the Area of Computer Science
Author	Cinhtia Gonz?lez-Segura, Teresita Monta?ez-May, Victor Chi-Pech, Carlos Miranda-Palma, Sergio Gonz?lez-Segura
Citation	Vol. 12  No. 10  pp. 62-67
Keywords	Difficult subjects, academic performance, high education.