Seq2VAR: Multivariate Time Series Representation with Relational Neural Networks and Linear Autoregressive Model

Autor: Edouard Pineau, Thomas Bonald, Sébastien Razakarivony

Publikováno v: Advanced Analytics and Learning on Temporal Data ISBN: 9783030390976
AALTD@PKDD/ECML
AALTD workshop, ECML/PKDD : 4th Workshop on Advanced Analytics and Learning on Temporal Data
AALTD workshop, ECML/PKDD : 4th Workshop on Advanced Analytics and Learning on Temporal Data, 2019, Wurzburg, Germany

International audience; Finding understandable and meaningful feature representation of multivariate time series (MTS) is a difficult task, since information is entangled both in temporal and spatial dimensions. In particular, MTS can be seen as the

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::7c2e2f558adb613d246cca848865703e
https://doi.org/10.1007/978-3-030-39098-3_10

A Novel Target Detection Algorithm Combining Foreground and Background Manifold-Based Models

Autor: Frédéric Jurie, Sébastien Razakarivony

Publikováno v: Machine Vision and Applications
Machine Vision and Applications, Springer Verlag, 2015, pp.14

International audience; This paper focuses on the detection of small objects – more precisely on vehicles in aerial images – on complex backgrounds such as natural backgrounds. A key contribution of the paper is to show that, in such situations,

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::0232a75a493ce0a58eb72671093a9277
https://hal.archives-ouvertes.fr/hal-01131402/file/mvaij.pdf

Discriminative Autoencoders for Small Targets Detection

Autor: Sébastien Razakarivony, Frédéric Jurie

Publikováno v: IAPR International Conference on Pattern Recognition
IAPR International Conference on Pattern Recognition, Aug 2014, Stockholm, Sweden. pp.3528-3533, ⟨10.1109/ICPR.2014.607⟩
ICPR

International audience; This paper introduces the new concept of discriminative autoencoders. In contrast with the standard autoencoders -- which are artificial neural networks used to learn compressed representation for a set of data -- discriminati

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::59ecfb7326cf514ec6d1a04415ff7fe7
https://hal.archives-ouvertes.fr/hal-00996305

From Force Control and Sensory-Motor Informations to Mass Discrimination

Autor: Philippe Gaussier, Sébastien Razakarivony, Fathi Ben Ouezdou

Publikováno v: From Animals to Animats 11 ISBN: 9783642151927
SAB

Human adults know that usually, big objects are heavier than small ones if these objects are quite similar, in the same material for example. They have a general idea of the weight affordances about the every-day life objects. This paper presents a n

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::8f6e490fb92171d4b69f75630ff44c64
https://doi.org/10.1007/978-3-642-15193-4_21

Intelligent Computing : Proceedings of the 2023 Computing Conference, Volume 2

Autor: Kohei Arai

This book is a collection of extremely well-articulated, insightful and unique state-ofthe-art papers presented at the Computing Conference which took place in London on June 22–23, 2023. A total of 539 papers were received out of which 193 were se