367 results for machine learning
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Guest editor's introduction: special issue on discovery science 2012 - Journal of Intelligent Information Systems
This special issue is focused on some of the issues characterizing Discovery Science which aims at inducing and validating new scientific hypothesis from data. It contains five revised and extended papers from the best ones published in the 15 thInternational Conference on Discovery Science (DS…
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Probabilistic graphical models for genetics, genomics and postgenomics
…prior to any further analysis. At the interface between statistics and machine learning, probabilistic graphical models (PGMs) represent a powerful formalism to discover complex networks of relations.These models are also amenable to incorporating a priori biological information. Network…
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Analyse croisée des sites Web par des méthodes de bipartitionnement
Afin de mieux répondre aux besoins des navigateurs il est nécessaire d'analyser à la fois le contenu et l'usage des sites Web en vue de proposer un contenu personnalisé aux utilisateurs. Ce livre présente une nouvelle approche WCUM (Web Content and Usage Mining based approach) permettant de relier…
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Un modèle de l'économie comme un système des réseaux de neurones - Un contour.
Neuronale Netzwerken oder konnektionistische Modelle werden als konzeptionelle Bausteine in der hier skizzierten ökonomischen Theorie verwendet, weil sie die gleichzeitige Modellierung von Mikro- und Makroökonomie ermöglichen. Im Zentrum der Theorie stehen zwei Netzwerke - ein Angebots- und ein…
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Advanced Data Analytics for Power Systems
…topics spanning large-scale and distributed optimization, statistical learning, big data analytics, graph theory, and game theory, this is an essential resource for graduate students and researchers in academia and industry with backgrounds in power systems engineering, applied mathematics, and…
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Artificial Intelligence in Biomaterials Design and Development
Artificial Intelligence in Biomaterials Design and Development delves into the transformative role of artificial intelligence, particularly machine learning, in creating new biomaterials. Traditional challenges in this field, such as chemical waste, spatial constraints, and inadequate tools, have…
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Mathematics and Computation in Music: Third International Conference, MCM 2011, Paris, France, June 15-17, 2011. Proceedings.
This book constitutes the refereed proceedings of the Third International Conference on Mathematics and Computation in Music, MCM 2011, held in Paris, France, in June 2011. The 24 revised full papers presented and the 12 short papers were carefully reviewed and selected from 62 submissions. The MCM…
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Journal of New Music Research, Special Issue on Sound and Music Computing,
Journal of New Music Research, Special Issue on Sound and Music Computing,
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Around Set Theory: A French-American Musicological Meeting
cote interne IRCAM: Andreatta08b
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Autour de la Set Theory: Rencontre Musicologique franco-américain
cote interne IRCAM: Andreatta08a
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De la théorie musicale à l'art de l'improvisation: Analyse des performances et modélisation musicale
C'est un recueil d'articles (12 articles + avant-propos) qui a été réalisé suite à de longues discussions et d'échanges de connaissances entre musicologues, ethnomusicologues, psychologues et informaticiens occidentaux et arabes. À partir d'exemples pris dans les pratiques musicales improvisées…
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Big Data Factories. Collaborative Approaches
The book proposes a systematic approach to big data collection, documentation and development of analytic procedures that foster collaboration on a large scale. This approach, designated as "data factoring" emphasizes the need to think of each individual dataset developed by an individual project…
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Sparse Image and Signal Processing: Wavelets and Related Geometric Multiscale Analysis, Cambridge University Press
International audience
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Multi-source, Multilingual Information Extraction and Summarization
This volume contains a selection of papers that present a variety of methodologies for content identification and extraction, as well as for content fusion and regeneration. The chapters cover various aspects of the challenges, depending on the nature of the information sought---names vs…
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Multimedia Tools and Applications for Environmental & Biodiversity Informatics
International audience
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Transdisciplinaridad y Educación del Futuro
APERTURAEn noviembre de 2018, decidimos reunir en Brasilia a pensadores de varias áreas del saber para dialogar en torno a la siguiente pregunta: ¿Qué esperamos para el futuro y cuál es el papel de la educación en las transfor- maciones sociales y culturales que anhelamos? El evento tuvo como obje-…