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List of works by Geoffrey Holmes

A development environment for predictive modelling in foods.

scientific article

Active Learning with Evolving Streaming Data

An effective evaluation measure for clustering on evolving data streams

Batch-Incremental versus Instance-Incremental Learning in Dynamic and Evolving Data

article by Jesse Read et al published 2012 in Lecture Notes in Computer Science

Classifier Chains for Multi-label Classification

Classifier chains for multi-label classification

Clustering Performance on Evolving Data Streams: Assessing Algorithms and Evaluation Measures within MOA

Data mining in bioinformatics using Weka

scientific article

Digital Libraries Unfurled: Supporting the New Zealand Flag Debate

article

Ensembles of Restricted Hoeffding Trees

Experiment databases

Fast Perceptron Decision Tree Learning from Evolving Data Streams

Improving Adaptive Bagging Methods for Evolving Data Streams

article published in 2009

Interactive machine learning: letting users build classifiers

scientific article published in September 2001

Learning from the Past with Experiment Databases

Leveraging Bagging for Evolving Data Streams

MOA: A Real-Time Analytics Open Source Framework

Mining frequent closed graphs on evolving data streams

article

Multi-label Classification Using Ensembles of Pruned Sets

New ensemble methods for evolving data streams

ONTRACK: Dynamically adapting music playback to support navigation

scientific article (publication date: 6 March 2007)

Overcoming Channel Uncertainties in Touchable Molecular Communication for Direct-Drug-Targeting-Assisted Immuno-Chemotherapy

scientific article published on 16 December 2019

Scalable and efficient multi-label classification for evolving data streams

Stream Data Mining Using the MOA Framework

article published in 2012

Stress-Testing Hoeffding Trees

Technical Note: Naive Bayes for Regression

article published in 2000

Using Model Trees for Classification