158 citations · 263 across the 5 of their papers we have counts for
5 papers
ToPos: Automated Optimal Positioning on Topographic Manifolds using Constrained Geodesic Voronoi Decomposition
Rajesh Raveendran, Akseli Vanhamaa, Jaakko Suutala +2
Reliable autonomous mapping, environmental sampling, last-mile logistics, and infrastructure deployment depend on the optimal surface area-balanced distribution of Spatial Referenc…
6G White Paper on Localization and Sensing
Andre Bourdoux, Andre Noll Barreto, Barend van Liempd +17
This white paper explores future localization and sensing opportunities for beyond 5G wireless communication systems by identifying key technology enablers and discussing their und…
6G White Paper on Machine Learning in Wireless Communication Networks
Samad Ali, Walid Saad, Nandana Rajatheva +24
The focus of this white paper is on machine learning (ML) in wireless communications. 6G wireless communication networks will be the backbone of the digital transformation of socie…
Better Classifier Calibration for Small Data Sets
Tuomo Alasalmi, Jaakko Suutala, Heli Koskimäki +1
Classifier calibration does not always go hand in hand with the classifier's ability to separate the classes. There are applications where good classifier calibration, i.e. the abi…
Better Multi-class Probability Estimates for Small Data Sets
Tuomo Alasalmi, Jaakko Suutala, Heli Koskimäki +1
Many classification applications require accurate probability estimates in addition to good class separation but often classifiers are designed focusing only on the latter. Calibra…