3 papers
stat.CO2026
bigMICE: Multiple Imputation of Big Data
Hugo Morvan, Jonas Agholme, Bjorn Eliasson +4
Missing data is a prevalent issue in many applications, including large medical registries such as the Swedish Healthcare Quality Registries, potentially leading to biased or ineff…
stat.AP2019
Inter-frequency radio signal quality prediction for handover, evaluated in 3GPP LTE
Caroline Svahn, Oleg Sysoev, Mirsad Čirkić +2
Radio resource management in cellular networks is typically based on device measurements reported to the serving base station. Frequent measuring of signal quality on available fre…
stat.ML2018
PSICA: decision trees for probabilistic subgroup identification with categorical treatments
Oleg Sysoev, Krzysztof Bartoszek, Eva-Charlotte Ekstrom +1
Personalized medicine aims at identifying best treatments for a patient with given characteristics. It has been shown in the literature that these methods can lead to great improve…