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A tour of Machine Learning: an AI perspective

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اقرأ أكثر حفظ في قائمتي
  • معلومة اضافية
    • Contributors:
      Laboratoire de Recherche en Informatique (LRI); Université Paris-Sud - Paris 11 (UP11)-CentraleSupélec-Centre National de la Recherche Scientifique (CNRS); Machine Learning and Optimisation (TAO); Université Paris-Sud - Paris 11 (UP11)-CentraleSupélec-Centre National de la Recherche Scientifique (CNRS)-Université Paris-Sud - Paris 11 (UP11)-CentraleSupélec-Centre National de la Recherche Scientifique (CNRS)-Inria Saclay - Ile de France; Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria)
    • بيانات النشر:
      HAL CCSD
      IOS Press
    • الموضوع:
      2014
    • Collection:
      École Centrale Paris: HAL-ECP
    • نبذة مختصرة :
      International audience ; Machine Learning has been at the core of Artificial Intelligence since its inception. Many promises have been held, if one is to consider that Google is a living demonstration of AI. This paper presents a historical perspective on Machine Learning, describing how the emphasis was gradually shifted from logical to statis-tical induction, from induction to optimization, from the search of hypotheses to the search of representa-tions. The paper concludes with a discussion about the new frontier of Machine Learning.
    • الرقم المعرف:
      10.3233/AIC-130580
    • الدخول الالكتروني :
      https://inria.hal.science/hal-01109768
      https://inria.hal.science/hal-01109768/document
      https://inria.hal.science/hal-01109768/file/AI_ML_v2.pdf
      https://doi.org/10.3233/AIC-130580
    • Rights:
      info:eu-repo/semantics/OpenAccess
    • الرقم المعرف:
      edsbas.BFB364AC