Burim Ramosaj

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 8

Top Topics

Fully Connected

Missing Data Imputation

Imputation Methods

Top Venues

Publications

Frederick Kistner, Justus Tulowietzki, Larissa Slaney, Sky K. Alibhai, Zoe C. Jewell, Burim Ramosaj, Markus Pauly
Enhancing endangered species monitoring by lowering data entry requirements with imputation techniques as a preprocessing step for the footprint identification technology (FIT). Ecol. Informatics 82 (2024)
Burim Ramosaj, Justus Tulowietzki, Markus Pauly
On the Relation between Prediction and Imputation Accuracy under Missing Covariates. Entropy 24 (3) (2022)
Burim Ramosaj
Interpretable Machines: Constructing Valid Prediction Intervals with Random Forests. CoRR (2021)
Burim Ramosaj, Justus Tulowietzki, Markus Pauly
On the Relation between Prediction and Imputation Accuracy under Missing Covariates. CoRR (2021)
Mikail Yayla, Mario Günzel, Burim Ramosaj, Jian-Jia Chen
Universal Approximation Theorems of Fully Connected Binarized Neural Networks. CoRR (2021)
Burim Ramosaj, Lubna Amro, Markus Pauly
A cautionary tale on using imputation methods for inference in matched-pairs design. Bioinform. 36 (10) (2020)
Burim Ramosaj, Markus Pauly
Predicting missing values: a comparative study on non-parametric approaches for imputation. Comput. Stat. 34 (4) (2019)
Burim Ramosaj, Markus Pauly
Asymptotic Unbiasedness of the Permutation Importance Measure in Random Forest Models. CoRR (2019)