| 词条 | Tom M. Mitchell |
| 释义 |
| name = Tom Michael Mitchell | image = | caption = | birth_date = {{birth date and age|1951|8|9}} | birth_place = Blossburg, Pennsylvania | death_date = | death_place = | residence = | nationality = American | alma_mater = Stanford University Massachusetts Institute of Technology | doctoral_advisor = Bruce G. Buchanan | doctoral_students = Sebastian Thrun Oren Etzioni Prasad Tadepalli | known_for = The 'mind-reading' computer[1][2][3] Never-Ending Language Learning | awards = IJCAI Computers and Thought Award, Presidential Young Investigator Award | footnotes = | field = Machine learning, Artificial intelligence, Cognitive neuroscience | work_institution = Carnegie Mellon University Rutgers University | religion = }} Tom Michael Mitchell (born August 9, 1951) is an American computer scientist and E. Fredkin University Professor at the Carnegie Mellon University (CMU). He is a former Chair of the Machine Learning Department at CMU.[4] Mitchell is known for his contributions to the advancement of machine learning, artificial intelligence, and cognitive neuroscience and is the author of the textbook Machine Learning. He is a member of the United States National Academy of Engineering since 2010. He is also a Fellow of the American Association for the Advancement of Science and a Fellow the Association for the Advancement of Artificial Intelligence. In October 2018, Mitchell was appointed as the Interim Dean of the School of Computer Science at Carnegie Mellon. Early life and educationMitchell was born in Blossburg, Pennsylvania and grew up in Upstate New York, in the town of Vestal.[5][6] He received his bachelor of Science degree in Electrical Engineering from the Massachusetts Institute of Technology in 1973 and a Ph.D. from Stanford University under the direction of Bruce G. Buchanan in 1979. CareerMitchell began his teaching career at the Rutgers University in 1978. During his tenure at Rutgers, he held the positions of Assistant and Associate Professor in the Department of Computer Science. In 1986 he left Rutgers and joined Carnegie Mellon University, Pittsburgh as a Professor. In 1999 he became the E. Fredkin Professor in the School of Computer Science. In 2006 Mitchell was appointed as the first Chair of the Machine Learning Department within the School of Computer Science. He became University Professor in 2009.[7] Honors and awardsHe was elected into the United States National Academy of Engineering in 2010 "for pioneering contributions and leadership in the methods and applications of machine learning."[8] He is also a Fellow of the American Association for the Advancement of Science (AAAS) since 2008[9] and a Fellow the Association for the Advancement of Artificial Intelligence (AAAI) since 1990.[10] In 2016 he became a fellow of the American Academy of Arts and Sciences.[11] Mitchell is also a recipient of the NSF Presidential Young Investigator Award in 1984. PublicationsMitchell is a prolific author of scientific works on various topics in computer science, including machine learning, artificial intelligence, robotics, and cognitive neuroscience. He has authored about 130 scientific articles. Mitchell published one of the first textbooks in machine learning, entitled Machine Learning, in 1997. He is also a coauthor of the following books:
References1. ^{{cite news |last=Fox |first=Maggie |title=Computer trained to "read" mind images of words |url=https://www.reuters.com/article/2008/05/29/us-computer-mind-idUSN2939892820080529 |accessdate=October 2, 2011 |newspaper=Reuters |date=May 29, 2008}} 2. ^{{cite news |last= |first= |title=A computer that can 'read' your mind |url=http://www.hindu.com/thehindu/holnus/008200806031757.htm |accessdate=October 2, 2011 |newspaper=The Hindu |date=June 3, 2008}} 3. ^{{cite web |title=Scientists build mind-reading computer |url=http://www.pcworld.idg.com.au/article/222850/scientists_build_mind-reading_computer |publisher=PC World |accessdate=October 2, 2011}} 4. ^{{cite news |last= |first= |title=Data Mining Spurs Innovation, Threatens Privacy |url=https://www.npr.org/templates/story/story.php?storyId=121615586 |accessdate=October 2, 2011 |newspaper=NPR |date=December 18, 2009}} 5. ^{{cite web |title=Look Who's Talking! |url=http://www.cs.cmu.edu/interviews/mitchell/index.html |publisher=Carnegie Mellon University |accessdate=October 2, 2011 |deadurl=yes |archiveurl=https://web.archive.org/web/20110910151927/http://www.cs.cmu.edu/interviews/mitchell/index.html |archivedate=September 10, 2011 |df=mdy-all }} 6. ^{{cite web|title=2010 Hall of Fame Nominee: Dr. Tom M. Mitchell, Class of 1969|url=http://www.vestal.stier.org/Downloads/2010HOF_Mitchell.pdf|website=Vestal Central School District|accessdate=10 January 2016}} 7. ^{{cite web |title=Tom Mitchell – Resume |url=http://www-2.cs.cmu.edu/~tom/resume.pdf |publisher= |accessdate=October 2, 2011}} 8. ^{{cite web |title=Prof. Tom M. Mitchell |url=http://www.nae.edu/30398.aspx |publisher=National Academy of Engineering |accessdate=October 2, 2011}} 9. ^{{cite web |title=AAAS Members Elected as Fellows |url=http://www.aaas.org/news/releases/2008/1218fellows.shtml |publisher=American Association for the Advancement of Science |accessdate=October 2, 2011}} 10. ^{{cite web |title=Interspeech 2011 – Keynotes |url=http://www.interspeech2011.org/keynotes/#Tom_M_Mitchell |publisher= |accessdate=October 2, 2011 |deadurl=yes |archiveurl=https://web.archive.org/web/20110928111321/http://www.interspeech2011.org/keynotes/#Tom_M_Mitchell |archivedate=September 28, 2011 |df=mdy-all }} 11. ^{{citation|url=https://www.amacad.org/content/members/newFellows.aspx?s=c|title=Newly Elected Members|date=April 2016|publisher=American Academy of Arts and Sciences|accessdate=2016-04-20}} External links
16 : Living people|1951 births|American computer scientists|Massachusetts Institute of Technology alumni|Stanford University alumni|Carnegie Mellon University faculty|Rutgers University faculty|Artificial intelligence researchers|Machine learning researchers|Fellows of the American Academy of Arts and Sciences|Fellows of the American Association for the Advancement of Science|Fellows of the Association for the Advancement of Artificial Intelligence|Members of the United States National Academy of Engineering|People from Vestal, New York|Presidents of the Association for the Advancement of Artificial Intelligence|Scientists from New York (state) |
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