Burim Ramosaj

According to our database, Burim Ramosaj authored at least 7 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Enhancing endangered species monitoring by lowering data entry requirements with imputation techniques as a preprocessing step for the footprint identification technology (FIT).

Frederick Kistner, Justus Tulowietzki, Larissa Slaney, Sky K. Alibhai, Zoe C. Jewell, Burim Ramosaj, Markus Pauly

Ecol. Informatics, 2024

2022

On the Relation between Prediction and Imputation Accuracy under Missing Covariates.

Burim Ramosaj, Justus Tulowietzki, Markus Pauly

Entropy, 2022

2021

Interpretable Machines: Constructing Valid Prediction Intervals with Random Forests.

Burim Ramosaj

CoRR, 2021

Universal Approximation Theorems of Fully Connected Binarized Neural Networks.

Mikail Yayla, Mario Günzel, Burim Ramosaj, Jian-Jia Chen

CoRR, 2021

2020

A cautionary tale on using imputation methods for inference in matched-pairs design.

Burim Ramosaj, Lubna Amro, Markus Pauly

Bioinform., 2020

2019

Predicting missing values: a comparative study on non-parametric approaches for imputation.

Burim Ramosaj, Markus Pauly

Comput. Stat., 2019

Asymptotic Unbiasedness of the Permutation Importance Measure in Random Forest Models.

Burim Ramosaj, Markus Pauly

CoRR, 2019