January 7, 2022

Recurrent Neural Networks with Tensorflow

1.1  Classifiers Many classification tools such as the support vector machines, logistic regression, decision trees and feed-forward networks have been successful in modelling but have not had much success in modelling the time dimension of data. Some of these algorithms have adopted the moving window techniques in order to model time. The disadvantage with these …

Recurrent Neural Networks with Tensorflow Read More »

Machine Learning Fuzzy Logic Controller for a Greenhouse

Developing a Gaussian Processes, using a Bayesian Network, Text Analysis algorithms and Fuzzy Logic Controller for a commercial Greenhouse Abstract Our lives in the planet is always under the constant threat of extension from natural and un-natural sources of agony. There is a need to adapt and survive better. At the core off the survival …

Machine Learning Fuzzy Logic Controller for a Greenhouse Read More »

The Effects of the Evergreen Vessel on Air Quality in the Suez Canal

1.      Introduction 1.0 Background information The majority of the air in the atmosphere consists of two gases that are required for life on planet Earth: nitrogen and oxygen. However, many additional gases and particles are present in lesser quantities in the air. Some of these gases in the air have negative effects on the health …

The Effects of the Evergreen Vessel on Air Quality in the Suez Canal Read More »

A Machine Learning Approach for Fraudulent Bank Payment Detection

Problem Statement Credit card fraud is one of the most serious challenges facing businesses today, and credit card fraudsters use a variety of techniques to conduct fraud. Credit card fraud is described as when a person uses another person’s credit card for personal reasons while the owner of the card and the card issuer are …

A Machine Learning Approach for Fraudulent Bank Payment Detection Read More »