Performance From Various Predictive Models
Guest blog post by Dalila Benachenhou, originally posted here. Dalila is Professor at George Washington University. In this article, benchmarks were computed on a specif...
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Finding Whales in Ocean Water: Edge Detection, Blob Processing, and RGB Channels in C#
A Visual Studio 2013 demo project including all of the code in this article can be downloaded using the links in the resources section below. I was recently tasked with...
Price Optimisation Using Decision Tree (Regression Tree) – Machine Learning
INTRODUCTION TO THE RESEARCH QUESTION The research was conducted to find out what price maximises profit without sacrificing the high demand for the product due to the ...
Comparison Between Global Vs Local Normalization of Tweets, and Various Distances
In the previous example we used clustering to see if an apparent pattern exists within Brexit tweets. We found out that we have three distinct patterns, the leave, the...
Sentiment Analysis of Movie Reviews (3): doc2vec
This is the last – for now – installment of my mini-series on sentiment analysis of the Stanford collection of IMDB reviews (originally published on recurrentnull.wor...
Context Matters When Text Mining
Context Matters When Text Mining Many times the most followed approach can result in failure. The reason has more to do with thinking that one approach works in all cas...
Sentiment Analysis of Movie Reviews (2): word2vec
This is the continuation of my mini-series on sentiment analysis of movie reviews, which originally appeared on recurrentnull.wordpress.com. Last time, we had a look at...
Why The Aviation Industry Needs to Hurry Up With IoT Implementation
With their billions of annual captive customers, one would think that airports, and by logical extension, airlines, were prime candidates for the implementation of the In...
Accelerated Computing and Deep Learning
Guest blog post by Jen-Hsun Hunag, Founder, President and CEO at NVIDIA, Originally entitled “The Intelligent Industrial Revolution”. A New Era of Computing...