Brendan P. Malone
Environmental Engineering · 2011–2021
A researcher in the Science corpus: 4 papers; trusts 6 researchers and is trusted by 2 researchers here, as inferred from the citation graph.
Subfields
- Environmental Engineering — 18 citations into it; #3,831 of 5,479 by trust here, #3,093 by citations
- Artificial Intelligence — 12 citations into it; #31,637 of 35,345 by trust here, #30,347 by citations
- Civil and Structural Engineering — 10 citations into it
- Electrical and Electronic Engineering — 5 citations into it
- Soil Science — 5 citations into it
Whom Brendan P. Malone trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Edzer J. Pebesma
- Alex B. McBratney
- Sabine Grunwald
- Budiman Minasny
- Jasper A. Vrugt
- M. L. M. Santos
- C. T. ter Braak
- Lida Abdi
Who trusts Brendan P. Malone overall
Papers from Brendan P. Malone's perspective
Ordered by how strongly the researchers Brendan P. Malone trusts endorse each paper. Same corpus, a different order for every researcher.
- Accelerating Markov Chain Monte Carlo Simulation by Differential Evolution with Self-Adaptive Randomized Subspace Sampling
- Multivariable geostatistics in S: the gstat package (Computational Geosciences)
- SMOTE: Synthetic Minority Over-sampling Technique
- Machine learning for predicting soil classes in three semi-arid landscapes
- A Review on Ensembles for the Class Imbalance Problem: Bagging-, Boosting-, and Hybrid-Based Approaches
- To Combat Multi-Class Imbalanced Problems by Means of Over-Sampling Techniques (IEEE Transactions on Knowledge and Data Engineering)
- On digital soil mapping
- Bagging Predictors
- Inference from Iterative Simulation Using Multiple Sequences
- An Empirical Comparison of Kriging Methods for Nonlinear Spatial Point Prediction
Their papers
- A modelling framework for pedogenon mapping (2021) — 53 citations
- Addressing the issue of digital mapping of soil classes with imbalanced class observations (2019) — 51 citations
- Using model averaging to combine soil property rasters from legacy soil maps and from point data (2014) — 139 citations
- Empirical estimates of uncertainty for mapping continuous depth functions of soil attributes (2011) — 165 citations