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--- ml:history_of_ml [2022/07/11 11:55] – jmflanig
+++ ml:history_of_ml [2024/02/14 09:07] (current) – [Early History of ML (prior to 1980)] jmflanig
@@ Line 27: / Line 27: @@
     * [[https://dl.acm.org/doi/10.1147/rd.21.0002|Friedberg 1958 - A Learning Machine: Part I]] January 1958.
     * Andrews, A. M., "Learning Machines", Proceedings of the Symposium on the Mechanization of Thoughts Processes, H.M. Stationary Office, London, England, 1959. [[https://www.google.com/books/edition/Mechanisation_of_Thought_Processes/3Kk5yAEACAAJ?hl=en|vol1]] [[https://www.google.com/books/edition/Mechanisation_of_Thought_Processes/Ip8hAQAAIAAJ?hl=en|vol2]] Symposium held Nov 24-27, 1959. Cited by Carbonell p. 515.
-    * [[http://gpbib.cs.ucl.ac.uk/gp-html/DBLP_conf_ifip_KilburnGS59.html|Kilburn, Grimsdale & Sumner 1959 - Experiments in Machine Learning and Thinking]] {{papers:Kilburn-1959.pdf|pdf}} (June 15-20, 1959). Cited by Carbonell p. 530. Work started in Feb 1957 on the Mark I computer. Perhaps the first mention of the term "machine learning" in a paper that has experiments on a computer. First instance of **genetic programming**?
+    * [[http://gpbib.cs.ucl.ac.uk/gp-html/DBLP_conf_ifip_KilburnGS59.html|Kilburn, Grimsdale & Sumner 1959 - Experiments in Machine Learning and Thinking]] {{papers:Kilburn-1959.pdf|pdf}} (June 15-20, 1959). Cited by Carbonell p. 530. Work started in Feb 1957 on the Mark I computer. Perhaps the first mention of the term "**machine learning**" in a paper that has experiments on a computer. First instance of **genetic programming**?
     * [[http://www.cs.virginia.edu/~evans/greatworks/samuel1959.pdf|Samuel 1959 - Some Studies in Machine Learning Using the Game of Checkers]] (July, 1959).
     * [[https://www.sciencedirect.com/science/article/pii/S0019995859800140|Martens 1959 - Two notes on machine “Learning”]] {{papers:Martens-1959.pdf|pdf}}
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 ===== Misc Topics =====
+===== Other Methods (Prior to 2010) =====
+  * Support Vector Machines
+    * {{papers:multi-classsupportvectormachines.pdf|Weston & Watkins 1998 - Multi-class Support Vector Machines}} Tech Report CSD-TR-98-04 [[https://sites.google.com/site/jeisongutierrez/Multi-ClassSupportVectorMachines.pdf|link]]
 ===== Optimization (prior to 1980) =====
 Focusing on papers related to machine learning.