Innovations in Information and Communication Technology


Series: Innovations in Information and Communication Technology

ICT based Framework for Data Science and Machine Learning Applications

Suman Rajest S, Regin R, Bhopendra Singh, Arlin Rooshma, Ahmed J. Obaid (Editors)



 

Describes the advances of machine learning, guiding you through setting up with ICT frameworks.

Represents ICT based Framework for Data Science and Machine Learning real-life case studies and examples

Updated and expanded to reflect the latest developments, Statistical Methods for Survival Data Analysis and Machine Learning Applications


[10 chapters]

ICT based Framework for Data Science and Machine Learning Applications

Chapter001 - Chapter010




Entropy Analysis of a Dataset using Machine Learning Approach

Aakanksha Singhal and D.K. Sharma

Pages 001-020




Generalized Informative Discrimination Measure and Its Properties with Applications

D.K. Sharma and Sonali Saxena

Pages 021-032




Extracting Related Images from E-commerce Utilizing Supervised Learning

S. Suman Rajest, D.K. Sharma, R. Regin and Bhopendra Singh

Pages 033-045




The impact of ICTs on collaborative learning: A literature review

Nguyen Tan Hung

Pages 046-052




Bioinformatics in Microbial Biotechnology: A Genomics and Proteomics Perspective

Shashank Rana, Vartika Singh, Preeti and Nikunj Bhardwaj

Pages 053-067




Thermic Epidermic Tissue Surgical Generator Using Bipolar Electrode

K.S. Dhanalakshmi, A.Azhagu Jaisudhan Pazhani and R. Anusha Padmavathy

Pages 068-073




A global optimization technique for modeling and control of permanent magnet synchronous motor drive

Souvik Ganguli, Abhimanyu Kumar, Gagandeep Kaur, Prasanta Sarkar and S. Suman Rajest

Pages 074-081




Evolution of Management System Certification: An overview

Jappreet Kaur, Tejpal Singh Kochhar, Souvik Ganguli and S. Suman Rajest

Pages 082-092




IoT Enabled Cluster Based Energy Aware Routing Protocol In WSN

Steffi. R

Pages 093-102




Spatial Data Mining Methods Databases and Statistics Point of Views

R. Regin, S. Suman Rajest and Bhopendra Singh

Pages 103-109