Langley, Pat (ed.); Provan, Gregory M. (ed.); Smyth, Padhraic (ed.) Learning with probabilistic representations. (English) Zbl 0891.00018 Mach. Learn. 29, No. 2-3, 91-308 (1997). MSC: 00B15 68-06 68T05 PDF BibTeX XML Cite \textit{P. Langley} (ed.) et al., Mach. Learn. 29, No. 2--3, 91--308 (1997; Zbl 0891.00018)
Abe, Naoki; Namitsuka, Hiroshi Predicting protein secondary structure using stochastic tree grammars. (English) Zbl 0892.68081 Mach. Learn. 29, No. 2-3, 275-301 (1997). MSC: 68T05 68U99 PDF BibTeX XML Cite \textit{N. Abe} and \textit{H. Namitsuka}, Mach. Learn. 29, No. 2--3, 275--301 (1997; Zbl 0892.68081) Full Text: DOI
Ghahramani, Zoubin; Jordan, Michael I. Factorial hidden Markov models. (English) Zbl 0892.68080 Mach. Learn. 29, No. 2-3, 245-273 (1997). MSC: 68T05 PDF BibTeX XML Cite \textit{Z. Ghahramani} and \textit{M. I. Jordan}, Mach. Learn. 29, No. 2--3, 245--273 (1997; Zbl 0892.68080) Full Text: DOI
Binder, John; Koller, Daphne; Russell, Stuart; Kanazawa, Keiji Adaptive probabilistic networks with hidden variables. (English) Zbl 0892.68079 Mach. Learn. 29, No. 2-3, 213-244 (1997). MSC: 68T05 PDF BibTeX XML Cite \textit{J. Binder} et al., Mach. Learn. 29, No. 2--3, 213--244 (1997; Zbl 0892.68079) Full Text: DOI
Chickering, David Maxwell; Heckerman, David Efficient approximations for the marginal likelihood of Bayesian networks with hidden variables. (English) Zbl 0894.68124 Mach. Learn. 29, No. 2-3, 181-212 (1997). MSC: 68T05 PDF BibTeX XML Cite \textit{D. M. Chickering} and \textit{D. Heckerman}, Mach. Learn. 29, No. 2--3, 181--212 (1997; Zbl 0894.68124) Full Text: DOI
Dasgupta, Sanjoy The sample complexity of learning fixed-structure Bayesian networks. (English) Zbl 0892.68078 Mach. Learn. 29, No. 2-3, 165-180 (1997). MSC: 68T05 PDF BibTeX XML Cite \textit{S. Dasgupta}, Mach. Learn. 29, No. 2--3, 165--180 (1997; Zbl 0892.68078) Full Text: DOI
Friedman, Nir; Geiger, Dan; Goldszmidt, Moises Bayesian network classifiers. (English) Zbl 0892.68077 Mach. Learn. 29, No. 2-3, 131-163 (1997). MSC: 68T05 PDF BibTeX XML Cite \textit{N. Friedman} et al., Mach. Learn. 29, No. 2--3, 131--163 (1997; Zbl 0892.68077) Full Text: DOI
Domingos, Pedro; Pazzani, Michael On the optimality of the simple Bayesian classifier under zero-one loss. (English) Zbl 0892.68076 Mach. Learn. 29, No. 2-3, 103-130 (1997). MSC: 68T05 PDF BibTeX XML Cite \textit{P. Domingos} and \textit{M. Pazzani}, Mach. Learn. 29, No. 2--3, 103--130 (1997; Zbl 0892.68076) Full Text: DOI