Forecasting electricity demand in buildings is now more accurate with Group Encoding (GE), a new method that uses only existing device operation data. Developed by researchers at the Institute of ...

Telestream, the veteran digital video software and workflow tech provider, is fighting a lawsuit brought by two former employees which may have salutary lessons for company owners planning a sale to ...

Forecasting electricity demand in buildings is now more accurate with Group Encoding (GE), a new method that uses only existing device operation data. Developed by researchers at the Institute of ...

Al-Shehari, T. and Alsowail, R.A. (2021) An Insider Data Leakage Detection Using One-Hot Encoding, Synthetic Minority Oversampling and Machine Learning Techniques. Entropy, 23, Article 1258.

This binary encoding limits the scope of AI's “understanding” to what can be formalized, quantified, and programmed.

I noticed that the one_hot () function flips labels when applied to binary factors. Specifically, the function uses contrasts () and then drops one of the two columns in the binary case. This results ...

Most of the content on various social media platforms has enormous textual data. Before being used in machine learning models, this textual data must be transformed into numerical formats using ...