Peter Flach - researchr alias

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Viewing Publication 1 - 18 from 18

2022

LIMESegment: Meaningful, Realistic Time Series ExplanationsTorty Sivill, Peter Flach. aistats 2022: 3418-3433 [doi]

2021

Multi-label thresholding for cost-sensitive classificationReem Alotaibi, Peter Flach. ijon, 436:232-247, 2021. [doi]

2019

Performance Evaluation in Machine Learning: The Good, the Bad, the Ugly, and the Way ForwardPeter Flach. AAAI 2019: 9808-9814 [doi]

2018

Introduction to the special issue on Data Science in EuropePeter Flach, Myra Spiliopoulou, Serge Allegrezza, Matthias Böhmer 0002, Burkhard Hess, Berthold Lausen. ijdsa, 6(3):163-165, 2018. [doi]

2017

The Role of Textualisation and Argumentation in Understanding the Machine Learning ProcessKacper Sokol, Peter Flach. IJCAI 2017: 5211-5212 [doi]

2016

Activity Recognition in Multiple Contexts for Smart-House DataKacper Sokol, Peter Flach. ilp 2017: 66-72 [doi]

2015

Activity recognition using conditional random fieldMegha Agarwal, Peter Flach. iwoar 2015: [doi]

SVR-based Modelling for the MoReBikeS Challenge: Analysis, Visualisation and PredictionYu Chen, Peter Flach. pkdd 2015: [doi]

Model Reuse with Subgroup DiscoveryHao Song, Peter Flach. pkdd 2015: [doi]

2014

Subgroup Discovery in Smart Electricity Meter DataNanlin Jin, Peter Flach, Tom Wilcox, Royston Sellman, Joshua Thumim, Arno J. Knobbe. tii, 10(2):1327-1336, 2014. [doi]

2012

Caveats and pitfalls of ROC analysis in clinical microarray research (and how to avoid them)Daniel P. Berrar, Peter Flach. bib, 13(1):83-97, 2012. [doi]

2009

Evaluation Measures for Multi-class Subgroup DiscoveryTarek Abudawood, Peter Flach. pkdd 2009: 35-50 [doi]

Cost-Based Sampling of Individual InstancesWilliam Klement, Peter Flach, Nathalie Japkowicz, Stan Matwin. ai 2009: 86-97 [doi]

Towards Learning Morphology for Under-Resourced Fusional and Agglutinating LanguagesKseniya B. Shalonova, Bruno Golenia, Peter Flach. taslp, 17(5):956-965, 2009. [doi]

2008

A Fast Method for Property Prediction in Graph-Structured Data from Positive and Unlabelled ExamplesSusanne Hoche, Peter Flach, David Hardcastle. ecai 2008: 162-166 [doi]

Querying and Merging Heterogeneous Data by Approximate Joins on Higher-Order TermsSimon Price, Peter Flach. ilp 2008: 226-243 [doi]

2007

Network analysis in natural sciences and engineeringSusanne Hoche, Andreas Nürnberger, Peter Flach. aicom, 20(4):229-230, 2007. [doi]

1990

Estimations for the domination number of a graphPeter Flach, Lutz Volkmann. DM, 80(2):145-151, 1990. [doi]

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