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.

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	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	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.