Applied Machine Learning for Smart Data Analysis

ISBN-13: 9781138339798 / Angielski / Twarda / 2019 / 225 str.

Nilanjan Dey; Sanjeev Wagh; Parikshit N. Mahalle

Opis

The book focusses on how machine learning and Internet of Things (IoT) has empowered the advancement of information driven arrangements including key concepts and advancements. Divided into sections such as machine learning, security, IoT and data mining, the concepts are explained with practical implementation including results.

Spis treści

1. Hindi and Urdu To English Named Entity Statistical Machine Transliteration Using Source Language Word Origin Context. 2. Anti-Depression Psychotherapist Chat-Bot for Exam And Study Depression. 3. Deep Learning for HealthCare Information’s. 4. Priority based Message Forwarding Scheme in VANET with Intelligent Navigation. 5. Plagiasil: "A Plagiarism Detector"(MAS Scalable Framework for Research Effort Evaluation by Unsupervised Machine Learning - Hybrid Plagiarism Model). 6. Digital image processing using Wavelets Basic principles and application. 7. Placements Probability Predictor Using Data Mining Techniques. 8. Big Data Summarization using Modified Fuzzy Clustering Algorithm, Semantic Feature and Data Compression Approach. 9. Topic specific Natural Language Chatbot as General Advisor for College. 10. Implementing Ubiquitous Environment In Museum. 11. Implementation of Machine Learning in Education Sector: Analyzing causes behind average student grades. 12. Traffic Zone Warning and Violation Detection using Mobile Computing. 13. A Comparative Analysis and Discussion of Email Spam Classification Methods using Machine Learning Techniques. 14. Malware Prevention and Detection System for SmartPhone: A Machine Learning Approach. 15. Spam Review Detection and Recommendation of Correct Outcomes Based on Appropriate Reviews.