367 hasil untuk machine learning
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Towards category-level object recognition
This book is the outcome of two workshops that brought together about 40 prominent vision and machine learning researchers interested in the fundamental and applicative aspects of object recognition, as well as representatives of industry. The main goals of these two workshops were (1) to promote…
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Advances of Remote Sensing in Land Cover and Land Use Mapping
This Special Issue of Remote Sensing focuses on the latest advances in mapping LULC. This Issue intends to provide an overview of the progress made in the methodologies of mapping LULC applications, approaches, and methods. Due to climate variability, territorial dynamics, and societal changes…
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Advances in Bioinformatics and Computational Biology - 7th Brazilian Symposium on Bioinformatics (BSB 2012)
This book constitutes the refereed proceedings of the 7th Brazilian Symposium on Bioinformatics, BSB 2012, held in Campo Grande, Brazil, in August 2012. The 16 regular papers presented were carefully reviewed and selected for inclusion in this book. It also contains a joint paper from two of the…
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Architecting the Digital Future: Platforms, Design, and Application
…AlgorithmsCybersecurityDigital TechnologyE-learningHigher EducationHuman-Machine InteractionMobile PlatformsUser ExperienceVirtual and Augmented RealityWeb3
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Dynamical Variational Autoencoders: A Comprehensive Review
Variational autoencoders (VAEs) are powerful deep generative models widely used to represent high-dimensional complex data through a low-dimensional latent space learned in an unsupervised manner. In the original VAE model, the input data vectors are processed independently. Recently, a series of…
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Scaling Causal Inference in Additive Noise Models
The discovery of causal relationships from observations is a fundamental and difficult problem. We address it in the context of Additive Noise Models, and show, through both consistency analysis and experiments, that the state-of-art causal inference procedure on such models can be made simpler and…
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14èmes Journées Francophones Extraction et Gestion des Connaissances, EGC 2014,
La sélection d’articles publiés dans le présent recueil constitue les actes des 14 è Journées Internationales Francophones sur l’Extraction et la Gestion des Connaissances (EGC 2014) qui se sont déroulées à l’INRIA/IRISA de Rennes du 28 janvier 2014 au 31 janvier 2014. L’objectif de ces journées…
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Conférence Internationale Francophone sur la Science des Données (CIFSD) Actes de la 9e édition
Les actes de la 9e édition de la Conférence Internationale Francophone sur la Science des Données (CIFSD, https://cifsd-2021.sciencesconf.org) regroupe l'ensemble des contributions présentées à la conférence entre le 9 et le 11 juin 2021. Cette édition a été organisée par Aix-Marseille Université…
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ECML PKDD 2018 Workshops - MIDAS 2018 and PAP 2018, Dublin, Ireland, September 10-14, 2018, Proceedings
International audience
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Proceedings of the 2010 International Conference on Data Mining
International audience
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Apprentissage à base de Noyaux Sémantiques pour le Traitement de Données Textuelles
Depuis le début des années 80, les méthodes d'apprentissage automatique appliquées au traitement de données textuelles connaissent un intérêt grandissant. Cette tendance est principalement due au fait que la taille des corpus est en perpétuelle croissance. Ainsi, les méthodes utilisant le travail…
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Proceedings of Eighth International Symposium on Imprecise Probability: Theories and Application
International audience
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Building and Using Comparable Corpora for Multilingual Natural Language Processing
This book provides a comprehensive overview of methods to build comparable corpora and of their applications, including machine translation, cross-lingual transfer, and various kinds of multilingual natural language processing. The authors begin with a brief history on the topic followed by a…
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Multimodal behavior analysis in the wild: Advances and challenges
International audience
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Les interfaces cerveau-ordinateur 2: Technologie et applications
Les interfaces cerveau-ordinateur (Brain-Computer Interfaces, BCI) sont des dispositifs qui mesurent l’activité cérébrale et la convertissent en messages ou commandes, offrant ainsi de nombreuses possibilités d’investigation.Ce second volume, Technologie et applications, permet d'appréhender le…
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Computer-Aided Analysis of Gastrointestinal Videos
This book opens with an introduction to the main purpose and tasks of the GIANA challenge, as well as a summary and an analysis of the results and performance obtained by the 20 participating teams. The early and accurate diagnosis of gastrointestinal diseases is critical for increasing the chances…
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Progressive Data Analysis: Roadmap and Research Agenda
…as separate areas in computer science: databases, scientific computing, machine learning, visualization, statistics, and human-computer interaction; they will need to work together to achieve end to- end solutions to solve these challenges and enable the emergence of practical, progressive systems…