Peter Flach - Dissemin

All papers authored by Peter Flach

This paper is made freely available by the publisher.

2018 Przemysław Woznowski, Emma Tonkin, Peter Flach

Activities of Daily Living Ontology for Ubiquitous Systems: Development and Evaluation

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Niall Twomey

, Tom Diethe

, Xenofon Fafoutis

, Atis Elsts

, Ryan McConville, Peter Flach

, Ian Craddock

A Comprehensive Study of Activity Recognition Using Accelerometers

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2017 Louise Ac Millard, Kate Tilling, Debbie A. Lawlor, Peter A. Flach

, Tom R. Gaunt

Physical activity phenotyping with activity bigrams, and their association with BMI

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Giles Birchley

, Richard Huxtable, Madeleine Murtagh, Ruud ter Meulen, Peter Flach

, Rachael Gooberman-Hill

Smart homes, private homes? An empirical study of technology researchers’ perceptions of ethical issues in developing smart-home health technologies

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Niall Twomey

, Tom Diethe

, Ian Craddock, Peter Flach

Unsupervised learning of sensor topologies for improving activity recognition in smart environments

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Simon Price

, Peter A. Flach

Computational support for academic peer review

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Meelis Kull, Telmo M. Silva Filho, Peter Flach

Beyond sigmoids: How to obtain well-calibrated probabilities from binary classifiers with beta calibration

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2016 Miquel Perello-Nieto, Telmo De Menezes E. Silva Filho, Meelis Kull, Peter Flach

Background Check: A General Technique to Build More Reliable and Versatile Classifiers

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José Hernández-Orallo, Adolfo Martínez-Usó, Ricardo B. C. Prudêncio, Meelis Kull, Peter Flach

, Chowdhury Farhan Ahmed, Nicolas Lachiche

Reframing in context: A systematic approach for model reuse in machine learning

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Tom Diethe

, Niall Twomey, Peter Flach

BDL.NET: Bayesian dictionary learning in Infer.NET

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Nikolaos Nikolaou

, Narayanan Edakunni, Meelis Kull, Peter Flach

, Gavin Brown

Cost-sensitive boosting algorithms: Do we really need them?

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Niall Twomey

, Tom Diethe

, Peter Flach

On the need for structure modelling in sequence prediction

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Peter A. Flach

Classifier Calibration

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Reem Al-Otaibi, Nanlin Jin, Tom Wilcox, Peter Flach

Feature Construction and Calibration for Clustering Daily Load Curves from Smart Meter Data

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Hao Song, Meelis Kull, Peter Flach

, Georgios Kalogridis

Subgroup Discovery with Proper Scoring Rules

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Denis dos Reis, Denis Moreira dos Reis, Peter Flach

, Stan Matwin, Gustavo Enrique de Almeida Prado Alves Batista

Fast unsupervised online drift detection using incremental Kolmogorov-Smirnov test

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2015 Louise Ac C. Millard, Peter A. Flach

, Julian Pt T. Higgins

Machine learning to assist risk-of-bias assessments in systematic reviews

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Louise A. C. Millard, Neil M. Davies, Nic J. Timpson

, Kate Tilling, Peter A. Flach

, George Davey Smith

MR-PheWAS: Hypothesis prioritization among potential causal effects of body mass index on many outcomes, using Mendelian randomization

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Chowdhury Farhan Ahmed, M.-D. Samiullah, Nicolas Lachiche, Meelis Kull, Peter Flach

Reframing in Frequent Pattern Mining

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Cèsar Ferri, Peter Flach

, Nicolas Lachiche

Report of the First International Workshop on Learning over Multiple Contexts (LMCE 2014)

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All papers authored by Peter Flach