Machine Learning Technologies and Applications

Chapter 1. Prediction of Anemia Disease Using Classification Methods.- Chapter 2. Diabetic symptoms prediction through retinopathy.- Chapter 3. Prediction of Cervical Cancer.- Chapter 4. A new 5-layer model approach for Pneumonia Prediction.- Chapter 5. Prediction of Liver Malady using Advanced Classification Algorithms.- Chapter 6. A Fuzzy based Approach for Indian Standard Classification of Soils.- Chapter 7. Blocking Mobile Based Games and Nullifying the Search String Containing Inappropriate Words.- Chapter 8. A methodology to retrieve information from ontologies with the application of D2R Mapping and SPARQL.- Chapter 9. Fuzzy logic controller for accurate diagnostics in X ray film.- Chapter 10. Heart Attack Classification using SVM with LDA and PCA linear transformation techniques.- Chapter 11. Distributed Training of Deep Neural Network for Segmentation-free Telugu Word Recognition.- Chapter 12. Word Sense Disambiguation for Telugu using Lesk.- Chapter 13. Identifying the Duplicate Questions in Community Question Answering Forums using Machine Learning Approaches.- Chapter 14. A Comparison of Classical Machine Learning Approaches for Early Structural Damage Identification.- Chapter 15. Real Estate Sales Forecasting with SVM Classification.

Dr. Kiran Mai Cherukuri, working as Professor in the Department of Computer Science & Engineering, VNR VJIET, has over 31 years of experience in the field of academic research and technological education. She has a multi-disciplinary approach due to varied roles taken up, including but not limited to teaching, research and administration. She was awarded as "Best teacher in Computer Science" in the year 2010, by the professional body-International Society for Technology in Education (ISTE). She also worked at various administrative positions in the institute (Principal, Dean Academics and Head of the Department) and has an extensive experience in internal administrative tasks and communication. As Head of the Department, she took the prime lead, in setting up the UG and PG laboratories and a research lab in virtual reality and real-time computing. While serving in the administrative positions as Vice-Principal and Principal, she was instrumental in designing the policiesand strategies for the institute and also the administrative manuals. Dr. Kiran Mai also administered the processes and could get five departments of the institute recognized as research centers by the JNTUH, the affiliating university. The institute was twice NBA accredited and NAAC accredited with 3.71 CGPA and was also sanctioned UGC autonomous status, while she was in the role of Vice-Principal. As Dean Academics, she played a key role in curriculum revision, enhanced the learning by doing component for practical courses and introduced the concept of WIT & WIL (Why I am Teaching, What am I teaching and Why I am Learning, What am I learning). With her industrial experience, where she headed ISO 9002 division - document control, she could frame and document the processes and procedures in the institute with ease. This made the institute also ISO certified. Being a member of the Internal Quality Assurance Cell (IQAC), she administers the quality procedures in the