2009 · ACM SIGKDD Explorations Newsletter
The WEKA data mining software
17,740 citationsRead
Most cited
197 papers in total2011 · Machine Learning
Classifier chains for multi-label classification
2,288 citationsRead
2003 · IEEE Transactions on Knowledge and Data Engineering
Benchmarking attribute selection techniques for discrete class data mining
1,232 citationsRead
2010 · Research Commons (University of Waikato)
MOA: Massive Online Analysis
1,033 citationsRead
2002
WEKA: a machine learning workbench
930 citationsRead
2004 · Bioinformatics
Data mining in bioinformatics using Weka
882 citationsRead
Newest first
197 papers in total2026
- Barlow Twins for semi-supervised learning in NIR spectroscopyChemometrics and Intelligent Laboratory Systems · 2 citations
2025
- Assessing machine learning models for near-infrared regression by measuring stability towards diffeomorphismsChemometrics and Intelligent Laboratory Systems · 1 citations
- Automatic species identification from images for AotearoaJournal of the Royal Society of New Zealand · 1 citations
- Rethinking the Concept of Pixel Intensity Contrast From a Machine Learning PerspectiveIEEE Sensors Letters
- Few-shot Classification as Multi-instance Verification: Effective Backbone-agnostic Transfer across DomainsarXiv (Cornell University)
2024
- Multiple Instance VerificationarXiv (Cornell University)
2023
- Augmenting NIR Spectra in deep regression to improve calibrationChemometrics and Intelligent Laboratory Systems · 31 citations
- Chemometric models for high-throughput biomass grading of the kelp Ecklonia radiata, using mid-infrared (MIR) and near-infrared (NIR) spectroscopyAlgal Research · 10 citations
- Feature extractor stacking for cross-domain few-shot learningMachine Learning · 3 citations
- Image Classification Using Class-Agnostic Object DetectionIFIP advances in information and communication technology
2022
- GPUTreeShap: massively parallel exact calculation of SHAP scores for tree ensemblesPeerJ Computer Science · 110 citations
- Bandwidth-Optimal Random Shuffling for GPUsACM Transactions on Parallel Computing · 6 citations
- Experiments in cross‐domain few‐shot learning for image classificationJournal of the Royal Society of New Zealand · 5 citations
- Efficiently correcting machine learning: considering the role of example ordering in human-in-the-loop training of image classification modelsACM International Conference on Intelligent User Interfaces (IUI) · 4 citations
2021
- Classifier Chains: A Review and PerspectivesJournal of Artificial Intelligence Research · 128 citations
- Sampling Permutations for Shapley Value EstimationarXiv (Cornell University) · 26 citations
- A Feasibility Study of In Vivo Control and Tracking of Microrobot Using Taxicab Geometry for Direct Drug TargetingIEEE Transactions on NanoBioscience · 7 citations
- An Empirical Study of Moment Estimators for Quantile ApproximationACM Transactions on Database Systems · 6 citations
2020
- Quantitative Mineral Mapping of Drill Core Surfaces II: Long-Wave Infrared Mineral Characterization UsingμXRF and Machine LearningEconomic Geology · 29 citations
- Blind Obstacle Avoidance Using Taxicab Geometry for NanorobotAssisted Direct Drug TargetingProceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society · 4 citations
- GPUTreeShap: Fast Parallel Tree Interpretability.arXiv (Cornell University) · 3 citations
2019
- Correction to: Adaptive random forests for evolving data stream classificationMachine Learning · 14 citations
- Overcoming Channel Uncertainties in Touchable Molecular Communication for Direct-Drug-Targeting-Assisted Immuno-ChemotherapyIEEE Transactions on NanoBioscience · 13 citations
- Ensembles of Nested Dichotomies with Multiple Subset EvaluationLecture notes in computer science · 8 citations
- On Calibration of Nested DichotomiesLecture notes in computer science · 6 citations
- Model Predictive Control Strategy for Navigating Nanoswimmers in Blood Vessels Using Taxicab Geometry
- A Ring-Type Digital Spiking Neural Network and Spike-Train ApproximationInternational Conference on Intelligent Information Processing
- Overcoming Channel Uncertainties in Molecular-Communication-Inspired Direct Drug Targeting
2018
- Machine Learning for Data Streams: With Practical Examples in MoaProject Muse (Johns Hopkins University) · 175 citations
- Environmental Data ScienceEnvironmental Modelling & Software · 112 citations
Research in numbers
From OpenAlex- article78
- conference paper72
- book chapter14
- report12
- preprint7
- Lecture notes in computer science29
- Research Commons (University of Waikato)22
- Machine Learning12
- arXiv (Cornell University)7
- ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD)6
- Bernhard Pfahringer95
- Albert Bifet46
- Eibe Frank44
- Ian H. Witten18
- Jesse Read18
Experience and education
1991 to 2026University of Waikato