Výsledky vyhledávání - "Matthieu Boussard"

Towards an XAI-Assisted Third-Party Evaluation of AI Systems: Illustration on Decision Trees

Autor: Matthieu Boussard, Yongxin Zhou, Agnès Delaborde

Publikováno v: Explainable and Transparent AI and Multi-Agent Systems ISBN: 9783030820169
EXTRAAMAS@AAMAS

We explored the potential contribution of eXplainable Artificial Intelligence (XAI) for the evaluation of Artificial Intelligence (AI), in a context where such an evaluation is performed by independent third-party evaluators, for example in the objec

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::740c0a8486defa690f93691a3f39e1b1
https://doi.org/10.1007/978-3-030-82017-6_10

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A Fully Automated Periodicity Detection in Time Series

Autor: Matthieu Boussard, Tom Puech, Anthony D’Amato, Gaëtan Millerand

Publikováno v: Advanced Analytics and Learning on Temporal Data ISBN: 9783030390976
AALTD@PKDD/ECML

This paper presents a method to autonomously find periodicities in a signal. It is based on the same idea of using Fourier Transform and autocorrelation function presented in [12]. While showing interesting results this method does not perform well o

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::efe1cb0bc2126fcb92d09d1236fd1ad5
https://doi.org/10.1007/978-3-030-39098-3_4

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Inducing Readable Oblique Decision Trees

Autor: Remi Des, Matthieu Boussard, Antonin Leroux

Publikováno v: ICTAI

Although machine learning models are found in more and more practical applications, stakeholders can be suspicious about the fact that they are not hard-coded and fully specified. To foster trust, it is crucial to provide models whose predictions are

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::a3fc6e732cf9ec2d11ecc9f229de2b64
https://doi.org/10.1109/ictai.2018.00069

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Forgetting Methods for White Box Learning

Autor: Matthieu Boussard, Anthony D’Amato

Publikováno v: Advances in Intelligent Systems and Computing ISBN: 9783319401584
PAAMS (Special Sessions)

In the Internet of Things (IoT) domain, being able to propose a contextualized and personalized user experience is a major issue. The explosion of connected objects makes it possible to gather more and more information about users and therefore creat

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::58c2c922edf0b166ff7ea0b96416331a
https://doi.org/10.1007/978-3-319-40159-1_19

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Observation Planning for Object Search by a Mobile Robot with Uncertain Recognition

Autor: Matthieu Boussard, Jun Miura

Publikováno v: Advances in Intelligent Systems and Computing ISBN: 9783642339318
IAS (2)

In order to handle complex tasks in an unknown environment, a robot has to build a map with both free space information and objects type and location. We present an active vision system which first detects candidate objects using global detection mec

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::9f9c6ef431416189ab575d62fb9f9d9c
https://doi.org/10.1007/978-3-642-33932-5_10

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Internet of Things

Autor: Gyu Myoung Lee, Noel Crespi, Jun Kyun Choi, Matthieu Boussard

Publikováno v: Evolution of Telecommunication Services
Evolution of Telecommunication Services, 7768, Springer-Verlag, pp.257-282, 2013, Lecture Notes in Computer Science, 978-3-642-41568-5. ⟨10.1007/978-3-642-41569-2_13⟩
Evolution of Telecommunication Services ISBN: 9783642415685

International audience; This chapter addresses the Internet of Things (IoT); from the Internet of Things (concept and fundamental characteristics to the advantages of machine-to-machine communications, as well as the key requirements for the IoT. Exa

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::96269d9ad0100c7e4dc063c5418f18aa
https://hal.archives-ouvertes.fr/hal-01335108

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Intelligent multimedia presentation in ubiquitous multidevice scenarios

Autor: Stefan Meissner, Pablo Cesar, Ishan Vaishnavi, Cristian Hesselman, R. Kernchen, Klaus Moessner, Matthieu Boussard

Publikováno v: IEEE MultiMedia, 17, 52-63

This intelligent multimedia adaptation and delivery framework tailors to ubiquitous environments, so that users can experience multimedia content using multiple devices in various mobility situations. Multidevice environments offer the potential to e

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::7e4df4c63f931f5c47a726d0a66d3f52
https://ir.cwi.nl/pub/17609

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Non-standard Criteria

Autor: Paul Weng, Maroua Bouzid, Matthieu Boussard, Régis Sabbadin, Abdel-Illah Mouaddib

Publikováno v: Markov Decision Processes and Artificial Intelligence
Markov Decision Processes and Artificial Intelligence, Chapter 10, John Wiley & Sons, Inc., 2010, Print ISBN: 9781848211674 Online ISBN: 9781118557426. ⟨10.1002/9781118557426.ch10⟩
HAL
Markov Decision Processes in Artificial Intelligence
Markov Decision Processes in Artificial Intelligence, Wiley, pp.319-359, 2010, 978-1-84821-167-4

International audience

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::11a5ec4c366f0e902ca40c302e5914f9
https://hal.archives-ouvertes.fr/hal-00966354

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