367 hasil untuk machine learning
Menampilkan 161–180 · 0,45 detik · RSS
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Apprentissage par l'interaction
…des systèmes d'information. Cet ouvrage objecte également que la machine auto-apprentie, qui est connectée aux réseaux, ne représente plus un support passif dans le temps ni dans l'espace.
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Linear and Deep Models Basics with Pytorch, Numpy, and Scikit-Learn
This book is an introduction to computational statistics for the generalized linear models (glm) and to machine learning with the python language. Extensions of the glm with nonlinearities come from hidden layer(s) within a neural network for linear and nonlinear regression or classification. This…
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Proceedings des 6es Journées Francophones de Planification, Décision et Apprentissage pour la conduite de systèmes (JFPDA~2011)
National audience
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Co-clustering Document-term Matrices by Direct Maximization of Graph Modularity
We present Coclus, a novel diagonal co-clustering algorithm which is able to effectively co-cluster binary or contingency matrices by directly maximizing an adapted version of the modularity measure traditionally used for networks. While some effective co-clustering algorithms already exist that…
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Apprentissage de Modèles Graphiques Probabilistes: De l'identification de structure de réseaux bayésiens à la reconnaissance de formes
Les modèles graphiques probabilistes sont un formalisme mêlant efficacement la théorie des graphes, permettant des représentations intuitives, et la théorie des probabilités, permettant la prise en compte d'incertitudes et d'imprécisions. La montée en puissance de ces modèles ces dernières…
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Knowledge Discovery in Inductive Databases: 4th International Workshop, KDID 2005, Porto, Portugal, October 3, 2005, Revised Selected and Invited Papers
…on October 3, 2005 in conjunction with the 16th European Conference on Machine Learning and the 9th European Conference on Principles and Practice of Knowledge Discovery in Databases. Ever since the start of the ?eld of data mining, it has been realized that the integration of the database…
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Diagonal Co-clustering Algorithm for Document-Word Partitioning
We propose a novel diagonal co-clustering algorithm built upon the double Kmeans to address the problem of document-word co-clustering. At each iteration, the proposed algorithm seeks for a diagonal block structure of the data by minimizing a criterion based on the variance within and the centroid…
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L'intelligence artificielle au service des RH
L’intelligence artificielle véhicule beaucoup de fantasmes. Son impact sur le management des hommes et des organisations est une réalité aujourd’hui. Cet ouvrage prend du recul par rapport à la frénésie actuelle pour mieux cerner les enjeux et s’interroger sur la façon dont l’IA peut améliorer…
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Unsupervised anomaly detection for Aircraft Condition Monitoring System
Anomaly detection is an important field for the anticipation of aircraft maintenance operations, working as an enabler of diagnostic and prognostic functions. A method has been implemented to detect abnormal data in Aircraft Condition Monitoring System (ACMS) records. Rather than using already…
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Advances in Knowledge Discovery and Management, Vol. 8
This book highlights novel research in Knowledge Discovery and Management (KDM), gathering the extended, peer-reviewed versions of outstanding papers presented at the annual conferences EGC’2017 & EGC’2018. The EGC conference cycle was founded by the International French-speaking EGC society…
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Report on the First International Workshop on Personal Data Analytics in the Internet of Things (PDA@IOT 2014)
The 1st International Workshop on Personal Data Analytics in the Internet of Things (PDA@IOT), held in conjunction with VLDB 2014, aims at sparking research on data analytics, shifting the focus from business to consumers services. While much of the public and academic discourse about personal data…
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Anglais 3e Brevet A2/B2i Fichier d'évaluation (1CD audio)
Fichier d'évaluation des 5 activités langagières en anglais au niveau A2 pour les élèves de troisième en France.
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Quantifying Vegetation Biophysical Variables from Imaging Spectroscopy Data: A Review on Retrieval Methods
…(2) nonparametric regression, including linear and nonlinear machine learning regression algorithms; (3) physically based, including inversion of radiative transfer models (RTMs) using numerical optimization and look-up table approaches; and (4) hybrid regression methods, which combine RTM…
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We Need New Scientific Languages to Harness the Complexity of Cognitive Development
To study the behavioral and cognitive structures that form in the childhood of animals, cognitive science has for a long time organized theories by trying to identify what is innate and what is learned, and how nature and nurture interact to influence each other. However, recent advances in…
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Acceleration Methods
This monograph covers some recent advances on a range of acceleration techniques frequently used in convex optimization. We first use quadratic optimization problems to introduce two key families of methods, momentum and nested optimization schemes, which coincide in the quadratic case to form the…
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Friends & co
Une méthode actionnelle et innovante qui fait voyager l'élève à travers les îles britanniques !Un projet global pour l’élève: The VIP project (Very Important Pupils). 7 Missions à réaliser pour développer des liens sociaux: participer, échanger, se porter volontaire, organiser, s’entraider…
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Data Mining and Constraint Programming: Foundations of a Cross-Disciplinary Approach
International audience
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Sparse Weighted K-Means for Groups of Mixed-Type Variables
Assessing the underlying structure of a dataset is often done by training a clustering procedure on the features describing the data. Inpractice, while the data may be described by a large number of features, only a minority of them may be actually informative with regard to thestructure…
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Pixelization Paradigm, First Visual Information Expert Workshop, VIEW'06, Revised Selected Papers
International audience
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Actes du 5e atelier visualisation et extraction des connaissances - 7es journées d'extraction et gestion des connaissances, EGC'07
National audience