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Ali Ismail-Fawaz
Publication Activity (10 Years)
Years Active: 2022-2023
Publications (10 Years): 7
Top Topics
Hand Crafted
Accurate Classifiers
Supervised Learning
Deep Learning
Top Venues
CoRR
AALTD@ECML/PKDD
DSAA
ICAART (3)
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Publications
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Ali Ismail-Fawaz
,
Maxime Devanne
,
Stefano Berretti
,
Jonathan Weber
,
Germain Forestier
Finding Foundation Models for Time Series Classification with a PreText Task.
CoRR
(2023)
Ali Ismail-Fawaz
,
Maxime Devanne
,
Stefano Berretti
,
Jonathan Weber
,
Germain Forestier
LITE: Light Inception with boosTing tEchniques for Time Series Classification.
DSAA
(2023)
Ali Ismail-Fawaz
,
Hassan Ismail Fawaz
,
François Petitjean
,
Maxime Devanne
,
Jonathan Weber
,
Stefano Berretti
,
Geoffrey I. Webb
,
Germain Forestier
ShapeDBA: Generating Effective Time Series Prototypes using ShapeDTW Barycenter Averaging.
CoRR
(2023)
Ali Ismail-Fawaz
,
Maxime Devanne
,
Jonathan Weber
,
Germain Forestier
Enhancing Time Series Classification with Self-Supervised Learning.
ICAART (3)
(2023)
Ali Ismail-Fawaz
,
Angus Dempster
,
Chang Wei Tan
,
Matthieu Herrmann
,
Lynn Miller
,
Daniel F. Schmidt
,
Stefano Berretti
,
Jonathan Weber
,
Maxime Devanne
,
Germain Forestier
,
Geoffrey I. Webb
An Approach to Multiple Comparison Benchmark Evaluations that is Stable Under Manipulation of the Comparate Set.
CoRR
(2023)
Ali Ismail-Fawaz
,
Hassan Ismail Fawaz
,
François Petitjean
,
Maxime Devanne
,
Jonathan Weber
,
Stefano Berretti
,
Geoffrey I. Webb
,
Germain Forestier
ShapeDBA: Generating Effective Time Series Prototypes Using ShapeDTW Barycenter Averaging.
AALTD@ECML/PKDD
(2023)
Ali Ismail-Fawaz
,
Maxime Devanne
,
Jonathan Weber
,
Germain Forestier
Deep Learning For Time Series Classification Using New Hand-Crafted Convolution Filters.
Big Data
(2022)