(Enter summary)
Abstract: . In this paper we present 1BC, a first-order Bayesian Classifier. Our approach is to view individuals
as structured objects, and to distinguish between structural predicates referring to parts of individuals (e.g. atoms
within molecules), and properties applying to the individual or one or several of its parts (e.g. a bond between
two atoms). We describe an individual in terms of elementary features consisting of zero or more structural
predicates and one property; these features are... (Update)
Similar documents based on text: More All
0.5: Decomposing Probability Distributions on Structured Individuals - Flach, Lachiche
(Correct)
0.5: Improving Accuracy and Cost of Two-Class and Multi-Class - Probabilistic Classifiers..
(Correct)
0.5: Naive Bayesian Classification of Structured Data - Flach, Lachiche (2003)
(Correct)
BibTeX entry: (Update)
P. A. Flach and N. Lachiche. First-order bayesian classification with 1BC. Submitted, 2000. http://citeseer.ist.psu.edu/flach00firstorder.html More
@misc{ flach00firstorder,
author = "P. Flach and N. Lachiche",
title = "First-order bayesian classification with 1BC",
text = "P. A. Flach and N. Lachiche. First-order bayesian classification with 1BC.
Submitted, 2000.",
year = "2000",
url = "citeseer.ist.psu.edu/flach00firstorder.html" }
Citations (may not include all citations):
976
Machine Learning (context) - Mitchell - 1997
212
Inductive Logic Programming: Techniques and Applications (context) - Lavrac, Dzeroski - 1994
128
the optimality of the simple Bayesian classifier under zero-..
- Domingos, Pazzani - 1997
66
Search through systematic set enumeration (context) - Rymon - 1992
55
Special issue on Inductive Logic Programming (context) - Muggleton, Progol et al. - 1995
53
Stochastic logic programs
- Muggleton - 1996
48
Mutagenesis: ILP experiments in a nondeterminate biological ..
- Srinivasan, Muggleton et al. - 1994
44
An experimental comparison of human and machine learning for..
- Muggleton, Bain et al. - 1989
43
Mining association rules in multiple relations
- Dehaspe, De Raedt - 1997
31
Strongly typed inductive concept learning
- Flach, Giraud-Carrier et al. - 1998
25
Attribute value learning versus inductive logic programming:.. (context) - De Raedt - 1998
15
Biochemical knowledge discovery using Inductive Logic Progra..
- Muggleton, Srinivasan et al. - 1998
11
Naive Bayesian classifier within ILP-R
- Pompe, Kononenko - 1995
11
Finite element mesh design: An engineering domain for ILP ap.. (context) - Dolsak, Bratko et al. - 1994
8
Solving the multiple instance problem with axisparallel rect.. (context) - Dietterich, Lathrop et al. - 1997
[Article contains additional citations not shown here]
Documents on the same site (http://hydria.u-strasbg.fr/~lachiche/publications/index.html): More
Abduction and Induction From a Non-Monotonic Reasoning Perspective - Lachiche (1998)
(Correct)
Scope Classification: An Instance-Based Learning Algorithm.. - Lachiche, Marquis (1998)
(Correct)
1BC: a First-Order Bayesian Classifier - Flach, Lachiche (1999)
(Correct)
Online articles have much greater impact More about CiteSeer.IST Add search form to your site Submit documents Feedback
CiteSeer.IST - Copyright Penn State and NEC