Data Mining Approach to Significant Association Rules From Educational Data

Data Mining Approach to Significant Association Rules From Educational Data

Authors: Dr. Jitendra Singh Kushwah, Dr. Neeta Saxena, Dr. Deepak Gupta,
Format: Paperback | Genre : Engineering | Other Book Detail

The vast amounts of data are accessible in education, industry, medical, & some additional areas in the real world. DM is a technique of extricating interesting taking in or designs by huge databases. There are a few procedures that have been utilized to discover this kind of information, the vast majority of them coming about because of machine learning and measurements. Despite the fact that this learning might be useless if it doesn’t offer some sort of spuriousness to the end-user. The assignments achieved in the data mining depend upon what kind of expertise someone needs to mine. The most essential sorts of undertakings done by methods for DM strategies are Classification, Dependence Modeling, Clustering, Regression, Prediction, and Association. Clustering task searches for the information able to compute the cost of a formerly depicted reason trademark in light of different qualities and is regularly frequently addressed by IF-THEN rules  [1].

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Dr. Jitendra Singh Kushwah

Dr. Jitendra Singh Kushwah

Dr. Jitendra Singh Kushwah (Ph.D. Computer Science & Engineering, Rabindranath Tagore University Bhopal-MP) has taught and conducted research in the areas of Machine Learning, Data Mining and Data Science. He has published many articles in journals and conferences and written books and book chapters. He has patents and copyrights to his credit. Currently He is working as Associate Professor in Computer Science & Engineering at Institute of Technology and Management Gwalior, MP, India. He has chaired many sessions and acted as a resource person to delivered expert lecture in different institutes/universities. He has received many awards.

Dr. Neeta Saxena

Dr. Neeta Saxena

Dr. Neeta Saxena (Ph.D. Mathematics, Jiwaji University Gwalior- MP) has taught and conducted research in the area of Applied Mathematics for the last 10 years. She has published 18 research papers in the field of applied mathematics. She has more than 25 years of experience in teaching of mathematics in reputed institutes of Madhya Pradesh. Currently she is working as an Associate Professor at SAGE University Bhopal.

Dr. Deepak Gupta

Dr. Deepak Gupta

Dr. Deepak Gupta (Senior Member, IEEE) received the B.E., M.E., and Ph.D. degrees in computer science and engineering. He is currently working as Associate Professor at ITM Gwalior MP, India. He has chaired many sessions and acted as an expert for keynotes in many national and international conferences. He has published over 70 articles in journals and conferences and written books and book chapters. He has four patents and copyrights to his credit. He is a Senior Member of many professional bodies like ISTE, IEANG. He has received many awards.