117 citations · 323 across the 9 of their papers we have counts for
3 papers · 1 filter
Closed-Form Diffeomorphic Transformations for Time Series Alignment
Iñigo Martinez, Elisabeth Viles, Igor G. Olaizola
Time series alignment methods call for highly expressive, differentiable and invertible warping functions which preserve temporal topology, i.e diffeomorphisms. Diffeomorphic warpi…
Labelling Drifts in a Fault Detection System for Wind Turbine Maintenance
Iñigo Martinez, Elisabeth Viles, Iñaki Cabrejas
A failure detection system is the first step towards predictive maintenance strategies. A popular data-driven method to detect incipient failures and anomalies is the training of n…
Data Science Methodologies: Current Challenges and Future Approaches
Iñigo Martinez, Elisabeth Viles, Igor G. Olaizola
Data science has employed great research efforts in developing advanced analytics, improving data models and cultivating new algorithms. However, not many authors have come across…