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Created page with "'''Home * People * Tom Mitchell''' FILE:TomMitchellWEF2017.jpg|border|right|thumb|link=http://www.cs.cmu.edu/~tom/| Tom Mitchell at [[https://en.wikipedi..."
'''[[Main Page|Home]] * [[People]] * Tom Mitchell'''
[[FILE:TomMitchellWEF2017.jpg|border|right|thumb|link=http://www.cs.cmu.edu/~tom/| Tom Mitchell at [[https://en.wikipedia.org/wiki/World_Economic_Forum|WEF 2017]] <ref>[http://www.cs.cmu.edu/~tom/ Tom Mitchell's Home Page]</ref> <ref>[https://www.ml.cmu.edu/news/news-archive/2017/june/mitchell-world-economic-forum.html Tom Mitchell Represents CMU at 2017 World Economic Forum - Machine Learning] - [[Carnegie Mellon University]], June 29, 2017</ref> ]]
'''Tom M. Mitchell''',<br/>
an American computer scientist and [[Artificial Intelligence|AI]] researcher with focus on [[Learning|machine learning]]. He is [[Edward Fredkin]] University Professor and chair of the ''Machine Learning Department'' at [[Carnegie Mellon University]] <ref>[http://www.ml.cmu.edu/ Machine Learning Department - Carnegie Mellon University]</ref>, leading the development of the [https://en.wikipedia.org/wiki/Never-Ending_Language_Learning Never-Ending Language Learning] (NELLL) system.
=Selected Publications=
<ref>[http://www.cs.cmu.edu/~tom/publications.html Selected Publications by Tom Mitchell]</ref> <ref>[http://ilk.uvt.nl/icga/journal/docs/References.pdf ICGA Reference Database] (pdf)</ref> <ref>[https://dblp.uni-trier.de/pers/hd/m/Mitchell:Tom_M= dblp: Tom M. Mitchell]</ref>
==1982 ...==
* [[Paul E. Utgoff]], [[Tom Mitchell]] ('''1982'''). ''Acquisition of Appropriate Bias for Inductive Concept Learning''. [[Conferences#AAAI-82|AAAI 1982]], [https://www.aaai.org/Papers/AAAI/1982/AAAI82-099.pdf pdf]
* [[Ryszard Michalski]], [[Jaime Carbonell]], [[Tom Mitchell]] ('''1983'''). ''Machine Learning: An Artificial Intelligence Approach''. Tioga Publishing Company
* [[Ryszard Michalski]], [[Jaime Carbonell]], [[Tom Mitchell]] ('''1985'''). ''Machine Learning: An Artificial Intelligence Approach''. [https://en.wikipedia.org/wiki/Morgan_Kaufmann_Publishers Morgan Kaufmann]
* [[Ryszard Michalski]], [[Jaime Carbonell]], [[Tom Mitchell]] ('''1986'''). ''Machine Learning: An Artificial Intelligence Approach, Volume II''. [https://en.wikipedia.org/wiki/Morgan_Kaufmann_Publishers Morgan Kaufmann]
* [[Tom Mitchell]], [[Jaime Carbonell]], [[Ryszard Michalski]] ('''1986'''). ''[http://link.springer.com/book/10.1007/978-1-4613-2279-5 Machine Learning: A Guide to Current Research]''. The Kluwer International Series in Engineering and Computer Science, Vol. 12
==1990 ...==
* [[Sebastian Thrun]], [[Tom Mitchell]] ('''1993'''). ''Integrating Inductive Neural Network Learning and Explanation-Based Learning''. [[Conferences#IJCAI1993|IJCAI 1993]], [http://robots.stanford.edu/papers/thrun.EBNN_ijcai93.ps.gz zipped ps]
* [[Tom Mitchell]] ('''1997'''). ''[http://www.cs.cmu.edu/%7Etom/mlbook.html Machine Learning]''. [https://en.wikipedia.org/wiki/McGraw-Hill McGraw Hill]
==2000 ...==
* [[Tom Mitchell]] ('''2006'''). ''The Discipline of Machine Learning''. CMU-ML-06-108, [[Carnegie Mellon University]], [http://www.cs.cmu.edu/%7Etom/pubs/MachineLearning.pdf pdf]
* [[Tom Mitchell]] ('''2006'''). ''Human and Machine Learning''. [[Carnegie Mellon University]], [http://www.cs.cmu.edu/%7Etom/pubs/HumanMachineLearning_11_2006_web.pdf slides as pdf]
* [[Tom Mitchell]] ('''2009'''). ''Mining Our Reality, the emerging trend toward mining personal data''. [https://en.wikipedia.org/wiki/Science_%28journal%29 Science], December 2009. [http://www.cs.cmu.edu/%7Etom/pubs/Science2009_perspective.pdf pdf]
==2010 ...==
* [https://dblp.uni-trier.de/pers/hd/c/Carlson:Andrew Andrew Carlson], [https://dblp.uni-trier.de/pers/hd/b/Betteridge:Justin Justin Betteridge], [https://dblp.uni-trier.de/pers/hd/k/Kisiel:Bryan Bryan Kisiel], [https://dblp.uni-trier.de/pers/hd/s/Settles:Burr Burr Settles], [https://dblp.uni-trier.de/pers/hd/h/Hruschka_Jr=:Estevam_R= Estevam R. Hruschka], [[Tom Mitchell]] ('''2010'''). ''[https://www.aaai.org/ocs/index.php/AAAI/AAAI10/paper/view/1879 Toward an Architecture for Never-Ending Language Learning]''. [[Conferences#AAAI-2010|AAAI 2010]]
* [[Tom Mitchell]] ('''2011'''). ''[https://www.isca-speech.org/archive/interspeech_2011/i11_4002.html Neural Representations of Word Meanings]''. [https://dblp.uni-trier.de/db/conf/interspeech/interspeech2011.html INTERSPEECH 2011]
* [[Tom Mitchell]], et al. ('''2015'''). ''[https://www.aaai.org/ocs/index.php/AAAI/AAAI15/paper/view/10049 Never-Ending Learning]''. [[Conferences#AAAI-2015|AAAI 2015]]
* [[Tom Mitchell]], et al. ('''2018'''). ''[https://cacm.acm.org/magazines/2018/5/227193-never-ending-learning/fulltext Never-Ending Learning]''. [[ACM#Communications|Communications of the ACM]], Vol. 61, No. 5
=External Links=
* [http://www.cs.cmu.edu/~tom/ Tom Mitchell's Home Page]
* [https://en.wikipedia.org/wiki/Tom_M._Mitchell Tom M. Mitchell from Wikipedia]
* [https://genealogy.math.ndsu.nodak.edu/id.php?id=50076 The Mathematics Genealogy Project - Tom Mitchell]
* [https://scholar.google.com/citations?user=MnfzuPYAAAAJ&hl=en Tom Mitchell - Google Scholar Citations]
* [http://videolectures.net/mlas06_mitchell_sla/ Semisupervised Learning Approaches - videolectures.net]
* Brains, Meaning and Corpus Statistics by [[Tom Mitchell]], March 27, 2009, [https://en.wikipedia.org/wiki/YouTube YouTube] Video
: {{#evu:https://www.youtube.com/watch?v=QbTf2nE3Lbw?rel=0|alignment=left|valignment=top}}
=References=
<references />
'''[[People|Up one level]]'''
[[Category:Researcher|Mitchell]]
[[Category:Videos|Mitchell]]
[[FILE:TomMitchellWEF2017.jpg|border|right|thumb|link=http://www.cs.cmu.edu/~tom/| Tom Mitchell at [[https://en.wikipedia.org/wiki/World_Economic_Forum|WEF 2017]] <ref>[http://www.cs.cmu.edu/~tom/ Tom Mitchell's Home Page]</ref> <ref>[https://www.ml.cmu.edu/news/news-archive/2017/june/mitchell-world-economic-forum.html Tom Mitchell Represents CMU at 2017 World Economic Forum - Machine Learning] - [[Carnegie Mellon University]], June 29, 2017</ref> ]]
'''Tom M. Mitchell''',<br/>
an American computer scientist and [[Artificial Intelligence|AI]] researcher with focus on [[Learning|machine learning]]. He is [[Edward Fredkin]] University Professor and chair of the ''Machine Learning Department'' at [[Carnegie Mellon University]] <ref>[http://www.ml.cmu.edu/ Machine Learning Department - Carnegie Mellon University]</ref>, leading the development of the [https://en.wikipedia.org/wiki/Never-Ending_Language_Learning Never-Ending Language Learning] (NELLL) system.
=Selected Publications=
<ref>[http://www.cs.cmu.edu/~tom/publications.html Selected Publications by Tom Mitchell]</ref> <ref>[http://ilk.uvt.nl/icga/journal/docs/References.pdf ICGA Reference Database] (pdf)</ref> <ref>[https://dblp.uni-trier.de/pers/hd/m/Mitchell:Tom_M= dblp: Tom M. Mitchell]</ref>
==1982 ...==
* [[Paul E. Utgoff]], [[Tom Mitchell]] ('''1982'''). ''Acquisition of Appropriate Bias for Inductive Concept Learning''. [[Conferences#AAAI-82|AAAI 1982]], [https://www.aaai.org/Papers/AAAI/1982/AAAI82-099.pdf pdf]
* [[Ryszard Michalski]], [[Jaime Carbonell]], [[Tom Mitchell]] ('''1983'''). ''Machine Learning: An Artificial Intelligence Approach''. Tioga Publishing Company
* [[Ryszard Michalski]], [[Jaime Carbonell]], [[Tom Mitchell]] ('''1985'''). ''Machine Learning: An Artificial Intelligence Approach''. [https://en.wikipedia.org/wiki/Morgan_Kaufmann_Publishers Morgan Kaufmann]
* [[Ryszard Michalski]], [[Jaime Carbonell]], [[Tom Mitchell]] ('''1986'''). ''Machine Learning: An Artificial Intelligence Approach, Volume II''. [https://en.wikipedia.org/wiki/Morgan_Kaufmann_Publishers Morgan Kaufmann]
* [[Tom Mitchell]], [[Jaime Carbonell]], [[Ryszard Michalski]] ('''1986'''). ''[http://link.springer.com/book/10.1007/978-1-4613-2279-5 Machine Learning: A Guide to Current Research]''. The Kluwer International Series in Engineering and Computer Science, Vol. 12
==1990 ...==
* [[Sebastian Thrun]], [[Tom Mitchell]] ('''1993'''). ''Integrating Inductive Neural Network Learning and Explanation-Based Learning''. [[Conferences#IJCAI1993|IJCAI 1993]], [http://robots.stanford.edu/papers/thrun.EBNN_ijcai93.ps.gz zipped ps]
* [[Tom Mitchell]] ('''1997'''). ''[http://www.cs.cmu.edu/%7Etom/mlbook.html Machine Learning]''. [https://en.wikipedia.org/wiki/McGraw-Hill McGraw Hill]
==2000 ...==
* [[Tom Mitchell]] ('''2006'''). ''The Discipline of Machine Learning''. CMU-ML-06-108, [[Carnegie Mellon University]], [http://www.cs.cmu.edu/%7Etom/pubs/MachineLearning.pdf pdf]
* [[Tom Mitchell]] ('''2006'''). ''Human and Machine Learning''. [[Carnegie Mellon University]], [http://www.cs.cmu.edu/%7Etom/pubs/HumanMachineLearning_11_2006_web.pdf slides as pdf]
* [[Tom Mitchell]] ('''2009'''). ''Mining Our Reality, the emerging trend toward mining personal data''. [https://en.wikipedia.org/wiki/Science_%28journal%29 Science], December 2009. [http://www.cs.cmu.edu/%7Etom/pubs/Science2009_perspective.pdf pdf]
==2010 ...==
* [https://dblp.uni-trier.de/pers/hd/c/Carlson:Andrew Andrew Carlson], [https://dblp.uni-trier.de/pers/hd/b/Betteridge:Justin Justin Betteridge], [https://dblp.uni-trier.de/pers/hd/k/Kisiel:Bryan Bryan Kisiel], [https://dblp.uni-trier.de/pers/hd/s/Settles:Burr Burr Settles], [https://dblp.uni-trier.de/pers/hd/h/Hruschka_Jr=:Estevam_R= Estevam R. Hruschka], [[Tom Mitchell]] ('''2010'''). ''[https://www.aaai.org/ocs/index.php/AAAI/AAAI10/paper/view/1879 Toward an Architecture for Never-Ending Language Learning]''. [[Conferences#AAAI-2010|AAAI 2010]]
* [[Tom Mitchell]] ('''2011'''). ''[https://www.isca-speech.org/archive/interspeech_2011/i11_4002.html Neural Representations of Word Meanings]''. [https://dblp.uni-trier.de/db/conf/interspeech/interspeech2011.html INTERSPEECH 2011]
* [[Tom Mitchell]], et al. ('''2015'''). ''[https://www.aaai.org/ocs/index.php/AAAI/AAAI15/paper/view/10049 Never-Ending Learning]''. [[Conferences#AAAI-2015|AAAI 2015]]
* [[Tom Mitchell]], et al. ('''2018'''). ''[https://cacm.acm.org/magazines/2018/5/227193-never-ending-learning/fulltext Never-Ending Learning]''. [[ACM#Communications|Communications of the ACM]], Vol. 61, No. 5
=External Links=
* [http://www.cs.cmu.edu/~tom/ Tom Mitchell's Home Page]
* [https://en.wikipedia.org/wiki/Tom_M._Mitchell Tom M. Mitchell from Wikipedia]
* [https://genealogy.math.ndsu.nodak.edu/id.php?id=50076 The Mathematics Genealogy Project - Tom Mitchell]
* [https://scholar.google.com/citations?user=MnfzuPYAAAAJ&hl=en Tom Mitchell - Google Scholar Citations]
* [http://videolectures.net/mlas06_mitchell_sla/ Semisupervised Learning Approaches - videolectures.net]
* Brains, Meaning and Corpus Statistics by [[Tom Mitchell]], March 27, 2009, [https://en.wikipedia.org/wiki/YouTube YouTube] Video
: {{#evu:https://www.youtube.com/watch?v=QbTf2nE3Lbw?rel=0|alignment=left|valignment=top}}
=References=
<references />
'''[[People|Up one level]]'''
[[Category:Researcher|Mitchell]]
[[Category:Videos|Mitchell]]
