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Timeline of machine learning

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| 1986 || || || "At the another spectrum, a very-well known ML algorithm was proposed by J. R. Quinlan [9] in 1986 that we call Decision Trees, more specifically ID3 algorithm."<ref name="erogol.comt">{{cite web |title=Brief History of Machine Learning |url=http://www.erogol.com/brief-history-machine-learning/ |website=erogol.com |accessdate=24 February 2020}}</ref>
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| 1986 || || Algorithm || The Dehaene–Changeux model is developed by cognitive neuroscientists {{w|Stanislas Dehaene}} and {{w|Jean-Pierre Changeux}}.<ref>Dehaene S, Changeux JP. '''Experimental and theoretical approaches to conscious processing.''' Neuron. 2011 Apr 28;70(2):200-27.</ref> It is used to provide a predictive framework to the study of {{w|inattentional blindness}} and the solving of the {{w|Tower of London test}}.<ref>Changeux JP, Dehaene S. '''Hierarchical neuronal modeling of cognitive functions: from synaptic transmission to the Tower of London.''' Comptes Rendus de l'Académie des Sciences, Série III. 1998 Feb–Mar;321(2–3):241-7.</ref><ref>Dehaene S, Changeux JP, Nadal JP. '''Neural networks that learn temporal sequences by selection.''' Proc Natl Acad Sci U S A. 1987 May;84(9):2727-31.</ref>
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| 1989 || Discovery || Reinforcement Learning || Christopher Watkins develops [[wikipedia:Q-learning|Q-learning]], which greatly improves the practicality and feasibility of [[wikipedia:reinforcement learning|reinforcement learning]].<ref>{{cite journal|last1=Watksin|first1=Christopher|title=Learning from Delayed Rewards|date=1 May 1989|url=http://www.cs.rhul.ac.uk/~chrisw/new_thesis.pdf}}</ref>
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| 2007 || || Software release || {{w|Theano (software)}} is initially released.
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| 2008 || || Algorithm || The {{w|Isolation Forest}} (iForest) algorithm was initially proposed by Fei Tony Liu, Kai Ming Ting and Zhi-Hua Zhou in 2008.<ref name=":0">{{Cite journal|last=Liu|first=Fei Tony|last2=Ting|first2=Kai Ming|last3=Zhou|first3=Zhi-Hua|date=December 2008|title=Isolation Forest|url=https://ieeexplore.ieee.org/document/4781136|journal=2008 Eighth IEEE International Conference on Data Mining|volume=|pages=413–422|via=|doi=10.1109/ICDM.2008.17|isbn=978-0-7695-3502-9}}</ref>
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| 2009 (April 7) || || Software release || {{w|Apache Mahout}} is first released.
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