• case-insensitive prefix search: default
  e.g., sig matches "SIGIR" as well as "signal"
• exact word search: append dollar sign ($) to word
  e.g., graph$ matches "graph", but not "graphics"
• boolean and: separate words by space
  e.g., codd model
• boolean or: connect words by pipe symbol (|)
  e.g., graph|network

Update May 7, 2017: Please note that we had to disable the phrase search operator (.) and the boolean not operator (-) due to technical problems. For the time being, phrase search queries will yield regular prefix search result, and search terms preceded by a minus will be interpreted as regular (positive) search terms.

found 33 matches

• 2025
• 
  Thomas Suesse, Alexander Brenning:
  A precise and efficient exceedance-set algorithm for detecting environmental extremes. Comput. Stat. 40(3): 1583-1595 (2025)
• 2024
• 
  Patrick Schratz, Marc Becker, Michel Lang, Alexander Brenning:
  mlr3spatiotempcv: Spatiotemporal Resampling Methods for Machine Learning in R. J. Stat. Softw. 111(7) (2024)
• 
  Alexander Brenning:
  Novel Approaches to Model Assessment and Interpretation in Geospatial Machine Learning. GISTAM 2024: 7
• 
  Markus Zehner, Valentin Kasburg, Clémence Dubois, Christian Thiel, Alexander Brenning, Jussi Baade, Nina Kukowski, Christiane Schmullius:
  A Transformer Approach for Multi Orbit Per Pixel Time Series Forest Characterization With Sentinel-1. IGARSS 2024: 4562-4565
• 2023
• 
  Zhihao Wang, Alexander Brenning:
  Unsupervised active-transfer learning for automated landslide mapping. Comput. Geosci. 181: 105457 (2023)
• 
  Alexander Brenning:
  Spatial machine-learning model diagnostics: a model-agnostic distance-based approach. Int. J. Geogr. Inf. Sci. 37(3): 584-606 (2023)
• 
  Alexander Brenning:
  Interpreting machine-learning models in transformed feature space with an application to remote-sensing classification. Mach. Learn. 112(9): 3455-3471 (2023)
• 
  Markus Zehner, Clémence Dubois, Christian Thiel, Konstantin Schellenberg, Marius Rüetschi, Alexander Brenning, Jussi Baade, Christiane Schmullius:
  Accounting for Deciduous Forest Structure and Viewing Geometry Effects Improves Sentinel-1 Time Series Image Consistency. IEEE Trans. Geosci. Remote. Sens. 61: 1-13 (2023)
• 
  Alexander Brenning, Sebastian Henn:
  Web scraping: a promising tool for geographic data acquisition. CoRR abs/2305.19893 (2023)
• 2021
• 
  Patrick Schratz, Jannes Muenchow, Eugenia Iturritxa, José Cortés, Bernd Bischl, Alexander Brenning:
  Monitoring Forest Health Using Hyperspectral Imagery: Does Feature Selection Improve the Performance of Machine-Learning Techniques? Remote. Sens. 13(23): 4832 (2021)
• 
  Zhihao Wang, Alexander Brenning:
  Active-Learning Approaches for Landslide Mapping Using Support Vector Machines. Remote. Sens. 13(13): 2588 (2021)
• 
  Alexander Brenning:
  Transforming Feature Space to Interpret Machine Learning Models. CoRR abs/2104.04295 (2021)
• 
  Patrick Schratz, Marc Becker, Michel Lang, Alexander Brenning:
  Mlr3spatiotempcv: Spatiotemporal resampling methods for machine learning in R. CoRR abs/2110.12674 (2021)
• 
  Alexander Brenning:
  Spatial machine-learning model diagnostics: a model-agnostic distance-based approach. CoRR abs/2111.08478 (2021)
• 2020
• 
  Patrick Schratz, Jannes Muenchow, Eugenia Iturritxa, José Cortés, Alexander Brenning, Bernd Bischl:
  Monitoring forest health using hyperspectral imagery: Does feature selection improve the performance of machine-learning techniques? Version 5. Zenodo, 2020 [all versions] 
• 2019
• 
  Raphael Knevels, Helene Petschko, Philip Leopold, Alexander Brenning:
  Geographic Object-Based Image Analysis for Automated Landslide Detection Using Open Source GIS Software. ISPRS Int. J. Geo Inf. 8(12): 551 (2019)
• 
  Patrick Schratz, Jannes Muenchow, Eugenia Iturritxa, Alexander Brenning, Bernd Bischl:
  2019-feature-selection. Version 4. Zenodo, 2019 [all versions] 
• 
  Patrick Schratz, Jannes Muenchow, Eugenia Iturritxa, Alexander Brenning, Bernd Bischl:
  2019-feature-selection. Version 3. Zenodo, 2019 [all versions] 
• 
  Patrick Schratz, Jannes Muenchow, Eugenia Iturritxa, Alexander Brenning, Bernd Bischl:
  2019-feature-selection. Version 2. Zenodo, 2019 [all versions] 
• 
  Patrick Schratz, Jannes Muenchow, Eugenia Iturritxa, Alexander Brenning, Bernd Bischl:
  2019-feature-selection. Version 1. Zenodo, 2019 [all versions] 
• 
  Patrick Schratz, Jannes Muenchow, Eugenia Iturritxa, José Cortés, Alexander Brenning, Bernd Bischl:
  Monitoring forest health using hyperspectral imagery: Does feature selection improve the performance of machine-learning techniques? Multiple versions. Zenodo, 2019-2020 [all versions] 
• 2018
• 
  Patrick Schratz, Jannes Muenchow, Eugenia Iturritxa, Jakob Richter, Alexander Brenning:
  Performance evaluation and hyperparameter tuning of statistical and machine-learning models using spatial data. CoRR abs/1803.11266 (2018)
• 2017
• 
  Christian Geiß, Patrick Aravena Pelizari, Henrik Schrade, Alexander Brenning, Hannes Taubenböck:
  On the Effect of Spatially Non-Disjoint Training and Test Samples on Estimated Model Generalization Capabilities in Supervised Classification With Spatial Features. IEEE Geosci. Remote. Sens. Lett. 14(11): 2008-2012 (2017)
• 
  Jannes Muenchow, Patrick Schratz, Alexander Brenning:
  RQGIS: Integrating R with QGIS for Statistical Geocomputing. R J. 9(2): 409 (2017)
• 2016
• 
  Paul Schumacher, Bunafsha Mislimshoeva, Alexander Brenning, Harald Zandler, Martin Brandt, Cyrus Samimi, Thomas Koellner:
  Do Red Edge and Texture Attributes from High-Resolution Satellite Data Improve Wood Volume Estimation in a Semi-Arid Mountainous Region? Remote. Sens. 8(7): 540 (2016)
• 2015
• 
  Jason Goetz, Alexander Brenning, Helene Petschko, Philip Leopold:
  Evaluating machine learning and statistical prediction techniques for landslide susceptibility modeling. Comput. Geosci. 81: 1-11 (2015)
• 
  João Porto de Albuquerque, Benjamin Herfort, Alexander Brenning, Alexander Zipf:
  A geographic approach for combining social media and authoritative data towards identifying useful information for disaster management. Int. J. Geogr. Inf. Sci. 29(4): 667-689 (2015)
• 
  Harald Zandler, Alexander Brenning, Cyrus Samimi:
  Potential of Space-Borne Hyperspectral Data for Biomass Quantification in an Arid Environment: Advantages and Limitations. Remote. Sens. 7(4): 4565-4580 (2015)
• 2013
• 
  Aiman Soliman, Richard J. Heck, Alexander Brenning, Ralph Brown, Stephen Miller:
  Remote Sensing of Soil Moisture in Vineyards Using Airborne and Ground-Based Thermal Inertia Data. Remote. Sens. 5(8): 3729-3748 (2013)
• 2012
• 
  Alexander Brenning:
  Spatial cross-validation and bootstrap for the assessment of prediction rules in remote sensing: The R package sperrorest. IGARSS 2012: 5372-5375

skipping 3 more matches