Recently Published
Recruit Restaurant Visitor Forecasting
The aim of the project is to use reservation and visitation data to predict the total number of visitors to a restaurant for future dates. This information will help restaurants be much more efficient and allow them to focus on creating an enjoyable dining experience for their customers.
Spooky Author Identification
The aim of the project is to predict the author of excerpts from horror stories by Edgar Allan Poe , Mary Wollstonecraft Shelley, and Howard Phillips Lovecraft. The length of the excerpts is from few words to few paragraphs.
Porto Seguro’s Safe Driver Prediction
The aim of the project is to predict the probability that a driver will initiate an auto insurance claim in the next year. These predictions will allow the insurance company to further tailor their prices, and hopefully make auto insurance coverage more accessible to more drivers.
NOMAD2018 Predicting Transparent Conductors
The aim of the project is to predict the band gap and formation energies of sesquioxides having different compositions of metals like aluminium (Al), gallium (Ga) and indium (In). Bandgap energy is an important property for optoelectronic applications whereas formation energy is an important indicator of the stability of a material.
Mercedes-Benz Greener Manufacturing
The aim of the project is to tackle the curse of dimensionality and predict the time duration in seconds required by a car for completing its testing. These predictions will contribute to speedier testing, resulting in lower carbon dioxide emissions without reducing standards.