Tom M. Mitchell

Tom M. Mitchell is a person.

• See: Machine Learning Discipline, NELL System.

---

---

References

• Professional Homepage: http://www.cs.cmu.edu/~tom/
• DBLP Author Page: http://www.informatik.uni-trier.de/~ley/db/indices/a-tree/m/Mitchell:Tom_M=.html
• Google Scholar Author Page: http://scholar.google.com/scholar?q=TM+Mitchell

2015

• (Jordan & Mitchell, 2015) ⇒ Michael I. Jordan, and Tom M. Mitchell. (2015). “Machine Learning: Trends, Perspectives, and Prospects.” In: Science Journal, 349 (6245). doi:10.1126/science.aaa8415

2010

• (Carlson et al., 2010) ⇒ Andrew Carlson, Justin Betteridge, Bryan Kisiel, Burr Settles, Estevam R. Hruschka, and Tom M. Mitchell. (2010). “Toward an Architecture for Never-Ending Language Learning.” In: Twenty-Fourth AAAI Conference on Artificial Intelligence (AAAI 2010).

2003

• (Jones, Ghani et al., 2003) ⇒ Rosia Jones, Rayid Ghani, Tom Mitchell, and Elleen Riloff. (2003). “Active Learning for Information Extraction with Multiple View Feature Sets.” In: Proceedings of the International Workshop & Tutorial on Adaptive Text Extraction and Mining held in conjunction with the 14th European Conference on Machine Learning and the 7th European Conference on Principles and Practice of.

1999

• (Mitchell, 1999) ⇒ Tom M. Mitchell. (1999). “Machine Learning and Data Mining." Communications of the ACM 42, no. 11

1998

• (Blum and Mitchell, 1998) ⇒ Avrim Blum, and Tom M. Mitchell. (1998). “Combining Labeled and Unlabeled Data with Co-training.” In: Proceedings of COLT-1998. doi:10.1145/279943.279962.
• (Fürnkranz, 1998) ⇒ Johannes Fürnkranz, Tom M. Mitchell, and Ellen Riloff. (1998). “A Case Study in Using Linguistic Phrases for Text Categorization on the WWW.” In: Proceedings of AAAI/ICML Workshop Learning for Text Categorization.
• (Craven et al., 1998) ⇒ Mark Craven, Dan DiPasquo, Dayne Freitag, Andrew McCallum, Tom M. Mitchell, Kamal Nigam, and Sean Slattery (1998). “Learning to Extract Symbolic Knowledge from the World Wide Web.” In: Proceedings of the 15th National Conference on Artificial Intelligence (AAAI 1998).

1997

• (Mitchell, 1997) ⇒ Tom M. Mitchell. (1997). “Machine Learning." McGraw-Hill.
• (Craven et al., 1997) ⇒ Mark Craven, Dayne Freitag, Andrew McCallum, Tom M. Mitchell, Kamal Nigam, and C.Y. Quek. (1997). “Learning to Extract Symbolic Knowledge from the World Wide Web.” Technical report, Carnegie Mellon University.

1994

• (Mitchell et al., 1994) ⇒ Tom M. Mitchell, Rich Caruana, Dayne Freitag, J. McDermott, and D. Zabowski. (1994). “Experience with a Learning Personal Assistant.” In: Communications of the ACM, 37(7).

1986

• (Mitchell et al., 1986) ⇒ Tom M. Mitchell, R. Keller, and S. Kedar-Cabelli. (1986). “Explanation-based Generalization: A Unifying View.” In: Machine Learning, 1.

1982

• (Mitchell, 1982) ⇒ Tom M. Mitchell. (1982). “Generalization as Search.” In: Artificial Intelligence, 18(2). doi:10.1016/0004-3702(82)90040-6

1977

• (Mitchell, 1977) ⇒ Tom M. Mitchell. (1977). “Version Spaces: A candidate elimination approach to rule learning.” In: Proceedings of the 5th international joint conference on Artificial intelligence.

---