1.6k citations · 4.7k across the 46 of their papers we have counts for
4 papers · 1 filter
Characterizing Concept Drift
Geoffrey I. Webb, Roy Hyde, Hong Cao +2
Most machine learning models are static, but the world is dynamic, and increasing online deployment of learned models gives increasing urgency to the development of efficient and e…
Deep Broad Learning - Big Models for Big Data
Nayyar A. Zaidi, Geoffrey I. Webb, Mark J. Carman +1
Deep learning has demonstrated the power of detailed modeling of complex high-order (multivariate) interactions in data. For some learning tasks there is power in learning models t…
Skopus: Mining top-k sequential patterns under leverage
Francois Petitjean, Tao Li, Nikolaj Tatti +1
This paper presents a framework for exact discovery of the top-k sequential patterns under Leverage. It combines (1) a novel definition of the expected support for a sequential pat…
A Model of the Ebola Epidemics in West Africa Incorporating Age of Infection
G. F. Webb, C. J. Browne
A model of an Ebola epidemic is developed with infected individuals structured according to disease age. The transmission of the infection is tracked by disease age through an init…