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Peter Flach

University of Bristol

66H-index
432Paper Count
3.3WCitation Count
Published Papers 35
Publication Date
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LIMETREE: Consistent and Faithful Surrogate Explanations of Multiple Classes
errELECTRONICS
IF2.6
err2025-02-26
err1
errOAAI
errSokol, Kacper; Flach, Peter
errShare
errSave
Classifier calibration: a survey on how to assess and improve predicted class probabilities
errMACHINE LEARNING
IF2.9
err2023-05-16
err32
errOAAI
errSilva Filho, Telmo; Song, Hao; Perello-Nieto, Miquel; Santos-Rodriguez, Raul; Kull, Meelis; Flach, Peter
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errSave
Co-designing opportunities for Human-Centred Machine Learning in supporting Type 1 diabetes decision-making
errINTERNATIONAL JOURNAL OF HUMAN-COMPUTER STUDIES
IF5.1
err2023-05-01
err5
errOAAI
errStawarz, Katarzyna; Katz, Dmitri; Ayobi, Amid; Marshall, Paul; Yamagata, Taku; -Rodriguez, Raul Santos; Flach, Peter; O'Kane, Aisling Ann
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errSave
Collecting Food and Drink Intake Data With Voice Input: Development, Usability, and Acceptability Study
errJMIR MHEALTH AND UHEALTH
IF6.2
err2023-03-31
err1
errOAAI
errMillard, Louise A. C.; Johnson, Laura; Neaves, Samuel R.; Flach, Peter A.; Tilling, Kate; Lawlor, Deborah A.
errShare
errSave
CRISP-DM Twenty Years Later: From Data Mining Processes to Data Science Trajectories
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2021-08-01
err148
errOAAI
errMartinez-Plumed, Fernando; Contreras-Ochando, Lidia; Ferri, Cesar; Hernandez-Orallo, Jose; Kull, Meelis; Lachiche, Nicolas; Ramirez-Quintana, Maria Jose; Flach, Peter
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errSave
Multi-label thresholding for cost-sensitive classification
errNEUROCOMPUTING
IF6.5
err2021-05-01
err12
PREAI
errAlotaibi, Reem; Flach, Peter
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errSave
Human Activity Recognition Based on Dynamic Active Learning
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2021-04-01
err46
PREAI
errBi, Haixia; Perello-Nieto, Miquel; Santos-Rodriguez, Raul; Flach, Peter
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errSave
Efficient and Robust Model Benchmarks with Item Response Theory and Adaptive Testing
errINTERNATIONAL JOURNAL OF INTERACTIVE MULTIMEDIA AND ARTIFICIAL INTELLIGENCE
IF2.4
err2021-01-01
err2
errOAAI
errSong, Hao; Flach, Peter
errShare
errSave
Reflections on reciprocity in research
errMACHINE LEARNING
IF2.9
err2020-07-16
err0
errOAAI
errFlach, Peter A.
errShare
errSave
Modelling Patient Behaviour Using IoT Sensor Data: a Case Study to Evaluate Techniques for Modelling Domestic Behaviour in Recovery from Total Hip Replacement Surgery
errJOURNAL OF HEALTHCARE INFORMATICS RESEARCH
IF3.7
err2020-05-03
err6
errOAAI
errHolmes, Michael; Nieto, Miquel Perello; Song, Hao; Tonkin, Emma; Grant, Sabrina; Flach, Peter
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errSave
An application of hierarchical Gaussian processes to the detection of anomalies in star light curves
errNEUROCOMPUTING
IF6.5
err2019-05-01
err6
errOAAI
errTwomey, Niall; Chen, Haoyan; Diethe, Tom; Flach, Peter
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errSave
A Big Data platform for smart meter data analytics
errCOMPUTERS IN INDUSTRY
IF9.1
err2019-02-01
err53
errOAAI
errWilcox, Tom; Jin, Nanlin; Flach, Peter; Thumim, Joshua
errShare
errSave
Activities of Daily Living Ontology for Ubiquitous Systems: Development and Evaluation
errSENSORS
IF3.5
err2018-07-20
err12
errOAAI
errWoznowski, Przemyslaw R.; Tonkin, Emma L.; Flach, Peter A.
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errSave
Presenteeism in a Dutch hand eczema population-a cross-sectional survey
errCONTACT DERMATITIS
IF4.6
err2018-04-01
err18
errOAAI
errOosterhaven, Jart A. F.; Flach, Peter A.; Bultmann, Ute; Schuttelaar, Marie L. A.
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errSave
Allergic contact dermatitis in two employees of an ethylene amine-producing factory
errCONTACT DERMATITIS
IF4.6
err2017-04-07
err4
PREAI
errDittmar, Daan; Politiek, Klaziena; Coenraads, Pieter-Jan; Flach, Peter A.; Schuttelaar, Marie L.
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errSave
Smart homes, private homes? An empirical study of technology researchers' perceptions of ethical issues in developing smart-home health technologies
errBMC MEDICAL ETHICS
IF3.1
err2017-04-04
err48
errOAAI
errBirchley, Giles; Huxtable, Richard; Murtagh, Madeleine; ter Meulen, Ruud; Flach, Peter; Gooberman-Hill, Rachael
errShare
errSave
Unsupervised learning of sensor topologies for improving activity recognition in smart environments
errNEUROCOMPUTING
IF6.5
err2017-04-01
err29
errOAAI
errTwomey, Niall; Diethe, Tom; Craddock, Ian; Flach, Peter
errShare
errSave
Occupational allergic contact dermatitis caused by 1-propanol in a hand disinfectant
errCONTACT DERMATITIS
IF4.6
err2017-03-20
err6
PREAI
errBosker, Hilde M.; Politiek, Klaziena; Urgert, Merel C.; Flach, Peter A.; Coenraads, Pieter-Jan; Schuttelaar, Marie Louise
errShare
errSave
Computational Support for Academic Peer Review: A Perspective from Artificial Intelligence
errCOMMUNICATIONS OF THE ACM
IF12.2
err2017-02-21
err108
errOAAI
errPrice, Simon; Flach, Peter A.
errShare
errSave
Cost-sensitive boosting algorithms: Do we really need them?
errMACHINE LEARNING
IF2.9
err2016-08-02
err44
errOAAI
errNikolaou, Nikolaos; Edakunni, Narayanan; Kull, Meelis; Flach, Peter; Brown, Gavin
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
G
George Davey Smith
H-index: 276 · Papers: 4.3K
D
Debbie A. Lawlor
H-index: 176 · Papers: 2.1K
N
Nicholas J. Timpson
H-index: 140 · Papers: 896
K
Kate Tilling
H-index: 97 · Papers: 799
J
Johan W. Groothoff
H-index: 72 · Papers: 433
View more