Zobrazeno 1 - 10
of 57
pro vyhledávání: '"Stephan Spiegel"'
Autor:
Pierre Moulin, Marc Vandemeulebroecke, Stephan Spiegel, Imtiaz Hossain, Valerie Dubost, Christophe A.C. Freyre, Caroline Gubser Keller, Holger Hoefling, Emre Cörek
Publikováno v:
Toxicologic Pathology. 49:798-814
Several deep learning approaches have been proposed to address the challenges in computational pathology by learning structural details in an unbiased way. Transfer learning allows starting from a learned representation of a pretrained model to be di
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::7de52791db1181225b038a1686655ffb
https://doi.org/10.1177/0192623320987202
https://doi.org/10.1177/0192623320987202
Autor:
Mark-Anthony Bray, Antoine de Weck, Eric Durand, Jian Fang, Daniela Gabriel, Rens Janssens, Ioannis Moutsatsos, Stephan Spiegel, Xian Zhang
Recent development of novel methods based on deep neural networks has transformed how high-content microscopy cellular images are analyzed. Nonetheless, it is still a challenge to identify cellular phenotypic changes caused by chemical or genetic tre
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::89c7a8e180099c0a14b92c66f240460a
https://doi.org/10.1101/2022.05.15.491989
https://doi.org/10.1101/2022.05.15.491989
MotivationThe clustering of biomedical images according to their phenotype is an important step in early drug discovery. Modern high-content-screening devices easily produce thousands of cell images, but the resulting data is usually unlabelled and i
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::464365042b1f1c8049fc355b31fd0f23
Publikováno v:
Physics Letters A. 379:997-1011
Given a trajectory of length N, recurrence quantification analysis (RQA) traditionally operates on the recurrence plot, whose calculation requires quadratic time and space ( O ( N 2 ) ), leading to expensive computations and high memory usage for lar
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::174d217724ceb1dc7b6f8b968cdefa1d
https://doi.org/10.1016/j.physleta.2015.01.033
https://doi.org/10.1016/j.physleta.2015.01.033
Autor:
Stephan Spiegel, Brijnesh J. Jain
Publikováno v:
Lecture Notes in Computer Science ISBN: 9783319444116
AALTD@PKDD/ECML (Revised Selected Papers)
AALTD@PKDD/ECML (Revised Selected Papers)
Time series classification in the dissimilarity space combines the advantages of elastic dissimilarity functions such as the dynamic time warping distance and the rich mathematical structure of Euclidean spaces. We applied dimension reduction using P
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::18ae7f206b31bb82908d1fd0fbd6badc
https://doi.org/10.1007/978-3-319-44412-3_3
https://doi.org/10.1007/978-3-319-44412-3_3
Publikováno v:
Springer Proceedings in Physics ISBN: 9783319299211
Recurrence quantification analysis (RQA) is a well-known tool for studying nonlinear behavior of dynamical systems, e.g. for finding transitions in climate data or classifying reading abilities. But the construction of a recurrence plot and the subse
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::fc695a238b7785190c01c040fd170095
https://doi.org/10.1007/978-3-319-29922-8_6
https://doi.org/10.1007/978-3-319-29922-8_6
Autor:
Norbert Marwan, Stephan Spiegel
Publikováno v:
Machine Learning and Knowledge Discovery in Databases ISBN: 9783319461304
ECML/PKDD (3)
ECML/PKDD (3)
Recurrence quantification analysis (RQA) was developed in order to quantify differently appearing recurrence plots (RPs) based on their small-scale structures, which generally indicate the number and duration of recurrences in a dynamical system. Alt
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::345adbddec6aa4bedb6437e53797113a
https://doi.org/10.1007/978-3-319-46131-1_30
https://doi.org/10.1007/978-3-319-46131-1_30
Autor:
Stephan Spiegel
Publikováno v:
Smart Information Systems ISBN: 9783319141770
Given a set of time series, our goal is to identify prototypes that cover the maximum possible amount of occurring subsequences regardless of their order. This scenario appears in the context of the automotive industry, where the objective is to dete
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::15cbc043770d5b385f34be3fcfe94dc7
https://doi.org/10.1007/978-3-319-14178-7_12
https://doi.org/10.1007/978-3-319-14178-7_12
Autor:
Stephan Spiegel
Publikováno v:
Smart Information Systems ISBN: 9783319141770
Heating control is of particular importance, since heating accounts for the biggest amount of total residential energy consumption. Smart heating strategies allow to reduce such energy consumption by automatically turning off the heating when the occ
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::82829a5d994a1e9945da1066c25b9e9e
https://doi.org/10.1007/978-3-319-14178-7_10
https://doi.org/10.1007/978-3-319-14178-7_10
Autor:
Stephan Spiegel, Sahin Albayrak
Publikováno v:
SAC
Heating control is of particular importance, since heating accounts for the biggest amount of total residential energy consumption. Smart heating strategies allow to reduce such energy consumption by automatically turning off the heating when the occ
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::200b747b8b2f5db8879573c7b8749d7c
https://doi.org/10.1145/2554850.2555088
https://doi.org/10.1145/2554850.2555088