-
1
-
-
0003046840
-
A theory and methodology of inductive learning
-
R. S. Michalski, J. G. Carbonel, and T. M. Mitchell (Eds.), Palo Alto: Morgan Kaufman
-
Michalski RS (1983) A theory and methodology of inductive learning. In: Michalski RS, Carbonel JG, Mitchell TM (eds) Machine learning: an artificial intelligence approach. Morgan Kaufman, Palo Alto, pp 83-134.
-
(1983)
Machine Learning: An Artificial Intelligence Approach
, pp. 83-134
-
-
Michalski, R.S.1
-
2
-
-
29544438058
-
-
In: Vagin VN, Pospelov DA (eds) 2nd edn, Fizmatlit, Moscow (in Russian)
-
Vagin VN, Golovina EJ, Zagoryanskaya AA, Fomina MV (2008) Exact and plausible inference in intelligent systems. In: Vagin VN, Pospelov DA (eds) 2nd edn, Fizmatlit, Moscow (in Russian).
-
(2008)
Exact and plausible inference in intelligent systems
-
-
Vagin, V.N.1
Golovina, E.J.2
Zagoryanskaya, A.A.3
Fomina, M.V.4
-
3
-
-
0030173192
-
Current approaches to handling imperfect information in data and knowledge bases
-
Parsons S (1995) Current approaches to handling imperfect information in data and knowledge bases. IEEE Trans Knowl Data Eng 8(3): 353-372.
-
(1995)
IEEE Trans Knowl Data Eng
, vol.8
, Issue.3
, pp. 353-372
-
-
Parsons, S.1
-
4
-
-
33744584654
-
Induction of decision trees
-
Quinlan JR (1986) Induction of decision trees. Mach Learn 1: 81-106.
-
(1986)
Mach Learn
, vol.1
, pp. 81-106
-
-
Quinlan, J.R.1
-
5
-
-
0029678894
-
Improved use of continuous attributes in C 4.5
-
Quinlan JR (1996) Improved use of continuous attributes in C 4. 5. J Artif Intell Res 4: 77-90.
-
(1996)
J Artif Intell Res
, vol.4
, pp. 77-90
-
-
Quinlan, J.R.1
-
6
-
-
34249966007
-
The CN2 induction algorithm
-
Clark P, Niblett T (1989) The CN2 induction algorithm. Mach Learn 3: 261-283.
-
(1989)
Mach Learn
, vol.3
, pp. 261-283
-
-
Clark, P.1
Niblett, T.2
-
9
-
-
0020186708
-
A statistical approach to incomplete information in database Systems
-
Wong E (1982) A statistical approach to incomplete information in database Systems. ACM Trans Database Syst 7: 470-488.
-
(1982)
ACM Trans Database Syst
, vol.7
, pp. 470-488
-
-
Wong, E.1
-
13
-
-
77952642202
-
Incremental induction of decision trees
-
Utgoff PE (1989) Incremental induction of decision trees. Mach Learn 4: 161-186.
-
(1989)
Mach Learn
, vol.4
, pp. 161-186
-
-
Utgoff, P.E.1
-
14
-
-
0003624936
-
Artificial Intelligence: A New Synthesis
-
San Francisco: Morgan Kaufmann
-
Nilsson N (1998) Artificial Intelligence: a new synthesis. Computers. Morgan Kaufmann, San Francisco.
-
(1998)
Computers
-
-
Nilsson, N.1
-
15
-
-
0000868434
-
Bayesian networks for knowledge discovery
-
AAAI Press/The MIT Press, Cambridge
-
Heckerman D (1996) Bayesian networks for knowledge discovery. In: Advances in knowledge discovery and data mining. AAAI Press/The MIT Press, Cambridge, pp 273-306.
-
(1996)
Advances in knowledge discovery and data mining
, pp. 273-306
-
-
Heckerman, D.1
-
16
-
-
0003722376
-
-
Addison-Wesley Longman Publishing Co, Inc., Boston, MA, USA
-
Goldberg David E (1989) Genetic algorithms in search, optimization and machine learning. Addison-Wesley Longman Publishing Co, Inc., Boston, MA, USA.
-
(1989)
Genetic algorithms in search, optimization and machine learning
-
-
Goldberg David, E.1
-
17
-
-
0021432461
-
Rough classification
-
Pawlak Z (1984) Rough classification. Intern J Man-Mach Stud. 20: 469-483.
-
(1984)
Intern J Man-Mach Stud.
, vol.20
, pp. 469-483
-
-
Pawlak, Z.1
-
18
-
-
32644446756
-
Methods of knowledge discovery in "noisy" databases
-
Berisha AM, Vagin VN, Kulikov AV, Fomina MV (2005) Methods of knowledge discovery in "noisy" databases. J Comput Syst Sci Intern 44(6): 973-987.
-
(2005)
J Comput Syst Sci Intern
, vol.44
, Issue.6
, pp. 973-987
-
-
Berisha, A.M.1
Vagin, V.N.2
Kulikov, A.V.3
Fomina, M.V.4
-
19
-
-
21344468168
-
Improving the performance stability of inductive expert systems under input noise
-
Mookerjee V, Mannino M, Gilson R (1995) Improving the performance stability of inductive expert systems under input noise. Info Syst Res 6(4): 328-356.
-
(1995)
Info Syst Res
, vol.6
, Issue.4
, pp. 328-356
-
-
Mookerjee, V.1
Mannino, M.2
Gilson, R.3
-
22
-
-
0030216565
-
Unifying instance-based and rule-based induction
-
Domingos P (1996) Unifying instance-based and rule-based induction. Mach Learn 24: 141-168.
-
(1996)
Mach Learn
, vol.24
, pp. 141-168
-
-
Domingos, P.1
-
24
-
-
0003408496
-
-
Information and Computer Science University of California, Irvine 92697-3425
-
Merz CJ, Murphy (1998) PMUCI Repository of Machine Learning Datasets, Information and Computer Science University of California, Irvine 92697-3425 http://archive. ics. uci. edu/ml/.
-
(1998)
PMUCI Repository of Machine Learning Datasets
-
-
Merz, C.J.1
Murphy2
-
25
-
-
78649996224
-
Methods and algorithms of information generalization in noisy databases
-
Part II/Springer Verlag, Berlin
-
Vagin V, Fomina M (2010) Methods and algorithms of information generalization in noisy databases. In: Advances in Soft Computing. 9th Mexican International Conference on Artificial Intelligence, MICAI 2010, Proceedings, Part II/Springer Verlag, Berlin, pp 44-55.
-
(2010)
Advances in Soft Computing. 9th Mexican International Conference on Artificial Intelligence, MICAI 2010, Proceedings
, pp. 44-55
-
-
Vagin, V.1
Fomina, M.2
|