Method: Word embeddings, Spectral clustering
Joan Verdú, Nandan Rao, Omiros Papaspiliopoulos
Analysis of tweets to understand main topics and triggering events, together with tweet toxicity
Category: Consulting
Method: deep learning
Carlos Segura, Joan Verdú
Deep Learning applied to seed classification
Method: time series forecasting, machine learning
Joan Verdú, Jordi Llorens, Christian Brownlees
How to select reliable suppliers as candidates for micro-credits
Method: Bayesian hierarchical modelling, time series econometrics, model selection, Markov chain Monte Carlo
Omiros Papaspiliopoulos, Jose Garcia Montalvo, David Rosell, Tim Stumpf-Fétizon
Omiros Papaspiliopoulos, Jose Garcia Montalvo, David Rosell, Tim Stumpf-Fétizon
Method: Bayesian hierarchical modelling, Markov chain Monte Carlo
Omiros Papaspiliopoulos, Jose Garcia Montalvo, Tim Stumpf-Fétizon
Refined election forecast based on mixture of polls
Method: Route Optimization
Daniel Serra
Optimization of warehouse location
Method: Simulation and optimization
Marcelus Fabri, Helena Ramalhinho
Logistics optimization
Method: Optimization
Jésica de Armas, Helena Ramalhinho
Crew optimization
Method: Decision trees. Classification, regression and hierarchical classification models
Ioannis Arapakis, Ilias Leontiadis
Automatic prioritization of service tickets with machine learning
Method: PCA, Bivariate analysis, clustering, logistic regression, neural networks, decision trees, variable selection
Miquel Torrens, David Rossell
Identifying genetical patterns that increase susceptibility of developing Gestational Diabetes Mellitus
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