Machine Learning

Time 2020-09-28 19:03:21

Web Name: Machine Learning

WebSite: http://www.machine-learning.martinsewell.com

ID:63105

Keywords:

Machine,Learning,

Description:

Machine learning is a science of the artificial. The field's main objects of study are artifacts, specifically algorithms that improve their performance with experience. Langley, 1996 Machine Learning is the study of computer algorithms that improve automatically through experience. Mitchell, 1997 Machine learning is programming computers to optimize a performance criterion using example data or past experience. Alpaydin, 2004 Machine learning is an area of artificial intelligence concerned with the development of techniques which allow computers to learn . Wikipedia, 2005 A field of AI concerned with programs that learn. It includes Reinforcement Learning and Neural Networks among many other fields. Artificial Intelligence FAQ, 2004Machine learning is an area of artificial intelligence concerned with the study of computer algorithms that improve automatically through experience. In practice, this involves creating programs that optimize a performance criterion through the analysis of data.Sewell, 2006Due to the no free lunch theorems, machine learning within academia often consists of searching for data sets that show a novel algorithm in a favourable light.BALDI, P., S. BRUNAK and G.A. STOLOVITZKY, 1998. Bioinformatics: the machine learning approach. Cambridge, Mass.: MIT Press. [Cited by 340]BLAKE, C.L. and C.J. MERZ, UCI repository of machine learning databases, 1998. URL http://www. ics. uci. edu/~ mlearn/MLRepository. html. [Cited by 215]BLAKE, C.L. and C.J. MERZ, 1998. UCI Repository of machine learning databases [http://www. ics. uci. edu/mlearn/MLRepository. html]. Irvine, CA: University of California, Department of . [Cited by 300]BLAKE, C.L. and C.J. MERZ, 1998. UCI repository of machine learning databases. University of California, Irvine, Dept. of Information and . [Cited by 831]BLUM, A. and P. LANGLEY, 1997. Selection of relevant features and examples in machine learning. Artificial Intelligence. [Cited by 347]BRADLEY, A.P., 1997. Use of the area under the ROC curve in the evaluation of machine learning algorithms. Pattern Recognition. [Cited by 175]CESTNIK, B., 1990. Estimating Probabilities: A Crucial Task in Machine Learning. ECAI. [Cited by 175]DIETTERICH, T.G. and F. DRAFT, 1997. Machine learning research: Four current directions. AI Magazine. [Cited by 326]DIETTERICH, T.G., 2000. Ensemble Methods in Machine Learning. Multiple Classifier Systems. [Cited by 294]FREY, B.J., 1998. Graphical models for machine learning and digital communication. Cambridge, Mass: The MIT Press. [Cited by 203]GOLDBERG…, D.E., Genetic Algorithm in Search, Optimization and Machine Learning. Reading. [Cited by 500]KING, R.D., et al., 1992. Drug design by machine learning: the use of inductive logic programming to model the structure- . Proc Natl Acad Sci US A. [Cited by 124]KOHAVI, R., D. SOMMERFIELD and J. DOUGHERTY, 1996. Data Mining Using MLC++: A Machine Learning Library in C++. Proceedings of the 8th International Conference on Tools . [Cited by 173]LANGLEY, P. and M.B. MORGAN, 1994. Elements of Machine Learning. print.google.com. [Cited by 258]MERZ, C.J., P.M. MURPHY and D.W. AHA, 1996. UCI repository of machine learning databases. Irvine, CA: University of California, Department of . [Cited by 399]MICHALSKI, R.S., et al., 1984. Machine learning: an artificial intelligence approach. Berlin; New York: Springer Verlag. [Cited by 193]MICHIE, D., et al., 1994. Machine Learning, Neural and Statistical Classification. Ellis Horwood. [Cited by 756]MITCHELL, T.M. and T.M. MITCHELL, 1997. Machine Learning. phyto.annualreviews.org. [Cited by 3628]MURPHY, P.M. and D.W. AHA, 1995. UCI repository of machine learning databases. Irvine, CA: University of California, Department of . [Cited by 523]NIELSEN, H., S. BRUNAK and G. VON, 1999. Machine learning approaches for the prediction of signal peptides and other protein sorting signals. Protein Engineering. [Cited by 238]QUINLAN, J.R. and J.R. QUINLAN, 1993. C4.5: Programs for Machine Learning. print.google.com. [Cited by 5317]SAMUEL, A.L., 1995. Some studies in machine learning using the game of checkers. Computers thought table of contents. [Cited by 415]SEBASTIANI, F., 2002. Machine learning in automated text categorization. ACM Computing Surveys. [Cited by 553]WEISS, S.M. and C.A. KULIKOWSKI, 1991. and prediction methods from statistics, neural nets, machine learning, and expert systems. Morgan Kaufmann Publishers Inc. San Francisco, CA, USA. [Cited by 693]WITTEN, I.H., E. FRANK and I.H. WITTEN, 1999. Data Mining: Practical Machine Learning Tools and Techniques with Java Implementations. print.google.com. [Cited by 1344]

TAGS:Machine Learning 

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