Holmes, Geoffrey

18 publications

JMLR 2025 Multiple Instance Verification Xin Xu, Eibe Frank, Geoffrey Holmes

CoLLAs 2023 Self-Trained Centroid Classifiers for Semi-Supervised Cross-Domain Few-Shot Learning Hongyu Wang, Eibe Frank, Bernhard Pfahringer, Geoffrey Holmes

JMLR 2022 Sampling Permutations for Shapley Value Estimation Rory Mitchell, Joshua Cooper, Eibe Frank, Geoffrey Holmes

MLJ 2018 The Online Performance Estimation Framework: Heterogeneous Ensemble Learning for Data Streams Jan N. van Rijn, Geoffrey Holmes, Bernhard Pfahringer, Joaquin Vanschoren

MLJ 2017 Foreword: Special Issue for the Journal Track of the 8th Asian Conference on Machine Learning (ACML 2016) Robert J. Durrant, Kee-Eung Kim, Geoffrey Holmes, Stephen Marsland, Masashi Sugiyama, Zhi-Hua Zhou

MLJ 2017 Introduction: Special Issue of Selected Papers from ACML 2015 Geoffrey Holmes, Tie-Yan Liu, Hang Li, Irwin King, Masashi Sugiyama, Zhi-Hua Zhou

ACML 2017 Probability Calibration Trees Tim Leathart, Eibe Frank, Geoffrey Holmes, Bernhard Pfahringer

ACML 2015 Preface Geoffrey Holmes, Tie-Yan Liu

MLJ 2012 Experiment Databases - A New Way to Share, Organize and Learn from Experiments Joaquin Vanschoren, Hendrik Blockeel, Bernhard Pfahringer, Geoffrey Holmes

ACML 2010 Accurate Ensembles for Data Streams: Combining Restricted Hoeffding Trees Using Stacking Albert Bifet, Eibe Frank, Geoffrey Holmes, Bernhard Pfahringer

ECML-PKDD 2010 Leveraging Bagging for Evolving Data Streams Albert Bifet, Geoffrey Holmes, Bernhard Pfahringer

JMLR 2010 WEKA−Experiences with a Java Open-Source Project Remco R. Bouckaert, Eibe Frank, Mark A. Hall, Geoffrey Holmes, Bernhard Pfahringer, Peter Reutemann, Ian H. Witten

ECML-PKDD 2009 Classifier Chains for Multi-Label Classification Jesse Read, Bernhard Pfahringer, Geoffrey Holmes, Eibe Frank

JMLR 2007 The Need for Open Source Software in Machine Learning Sören Sonnenburg, Mikio L. Braun, Cheng Soon Ong, Samy Bengio, Leon Bottou, Geoffrey Holmes, Yann LeCun, Klaus-Robert Müller, Fernando Pereira, Carl Edward Rasmussen, Gunnar Rätsch, Bernhard Schölkopf, Alexander Smola, Pascal Vincent, Jason Weston, Robert Williamson

ECML-PKDD 2002 Multiclass Alternating Decision Trees Geoffrey Holmes, Bernhard Pfahringer, Richard Kirkby, Eibe Frank, Mark Hall

MLJ 2000 Naive Bayes for Regression (Technical Note) Eibe Frank, Leonard E. Trigg, Geoffrey Holmes, Ian H. Witten

MLJ 1998 Using Model Trees for Classification Eibe Frank, Yong Wang, Stuart Inglis, Geoffrey Holmes, Ian H. Witten

NeCo 1991 A Modified Quickprop Algorithm Alistair C. Veitch, Geoffrey Holmes