1 code implementation • 19 Nov 2021 • Ernesto Diaz-Aviles, Claudia Orellana-Rodriguez, Beth Jochim
Neural Painters is a class of models that follows a GAN framework to generate brushstrokes, which are then composed to create paintings.
no code implementations • 8 Sep 2021 • Ernesto Diaz-Aviles, Claudia Orellana-Rodriguez, Igor Brigadir, Reshma Narayanan Kutty
Newsletters have (re-) emerged as a powerful tool for publishers to engage with their readers directly and more effectively.
no code implementations • 10 Nov 2016 • Avaré Stewart, Sara Romano, Nattiya Kanhabua, Sergio Di Martino, Wolf Siberski, Antonino Mazzeo, Wolfgang Nejdl, Ernesto Diaz-Aviles
Many studies have shown that this also holds for the medical domain, where Twitter is considered a viable tool for public health officials to sift through relevant information for the early detection, management, and control of epidemic outbreaks.
no code implementations • 3 Apr 2016 • Lucas Drumond, Ernesto Diaz-Aviles, Lars Schmidt-Thieme
Learning from multiple-relational data which contains noise, ambiguities, or duplicate entities is essential to a wide range of applications such as statistical inference based on Web Linked Data, recommender systems, computational biology, and natural language processing.
no code implementations • 17 Sep 2015 • Hoang Thanh Lam, Ernesto Diaz-Aviles, Alessandra Pascale, Yiannis Gkoufas, Bei Chen
Real-time estimation of destination and travel time for taxis is of great importance for existing electronic dispatch systems.
no code implementations • 12 Aug 2015 • Ernesto Diaz-Aviles, Fabio Pinelli, Karol Lynch, Zubair Nabi, Yiannis Gkoufas, Eric Bouillet, Francesco Calabrese, Eoin Coughlan, Peter Holland, Jason Salzwedel
To this end, we follow a supervised learning approach for prediction and train our 'Restricted Random Forest' model using, as a proxy for bad experience, the observed customer transactions in the telco data feed before the user places a call to a customer care center.
no code implementations • 26 Dec 2014 • Ernesto Diaz-Aviles, Hoang Thanh Lam, Fabio Pinelli, Stefano Braghin, Yiannis Gkoufas, Michele Berlingerio, Francesco Calabrese
Collaborative Filtering (CF) is a core component of popular web-based services such as Amazon, YouTube, Netflix, and Twitter.
no code implementations • 16 Jul 2014 • Bernat Coma-Puig, Ernesto Diaz-Aviles, Wolfgang Nejdl
Out of thousands of names to choose from, picking the right one for your child is a daunting task.