Daan Fierens, Hendrik Blockeel, Maurice Bruynooghe, Jan Ramon  Home/Search
Context Related
| cs.kuleuven.ac.be/~dtai/pub...41767.pdf Cached: PS.gz PS PDF This document uses CoBlitz to cache paper downloads. If your firewall is blocking outgoing connections to port 3125, you can use these links to download local copies.
Image Update HelpPS.gz PS PDF From: cs.kuleuven.ac.be/...2005E.shtml (more) (Enter author homepages) |
Rate this article:      (best)Comment on this article |
Abstract: Logical Bayesian Networks (LBNs) have recently been introduced as another language for knowledge based model construction of Bayesian networks, besides existing languages such as Probabilistic Relational Models (PRMs) and Bayesian Logic Programs (BLPs). The original description of LBNs introduces them as a variant of BLPs and discusses the di#erences with BLPs but still leaves room for a deeper discussion of the relationship between LBNs and BLPs. Also the relationship to PRMs was not... (Update)
Cited by: More
A Comparison of Approaches for Learning.. - Fierens, Ramon.. (2005) (Correct)
Active bibliography (related documents): More All
2.3: Probabilistic Logic Learning - De Raedt, Kersting (2004) (Correct)
0.9: Towards Combining Inductive Logic Programming with Bayesian.. - Kersting, De Raedt (2001) (Correct)
0.8: Basic Principles of Learning Bayesian Logic Programs - Kersting, De Raedt (2002) (Correct)
Similar documents based on text:
0.4: A Comparison of Approaches for Learning Probability Trees - Fierens, Ramon.. (2005) (Correct)
0.4: Hierarchical Multi-Classification - Blockeel, Bruynooghe, Dzeroski.. (2002) (Correct)
BibTeX entry: (Update)
D. Fierens, H. Blockeel, M. Bruynooghe, and J. Ramon. Logical Bayesian Networks and their relation to other probabilistic logical models. In Proceedings of 15th International Conference on Inductive Logic Pogramming (ILP-05), 2005. http://citeseer.ist.psu.edu/fierens05logical.html More
@misc{ fierens05logical,
author = "D. Fierens and H. Blockeel and M. Bruynooghe and J. Ramon",
title = "Logical Bayesian Networks and their relation to other probabilistic logical
models",
text = "D. Fierens, H. Blockeel, M. Bruynooghe, and J. Ramon. Logical Bayesian
Networks and their relation to other probabilistic logical models. In Proceedings
of 15th International Conference on Inductive Logic Pogramming (ILP-05),
2005.",
year = "2005",
url = "citeseer.ist.psu.edu/fierens05logical.html" }
Citations (may not include all citations):1838 Foundations of Logic Programming (context) - Lloyd - 1987
1662 Neural Networks for Pattern Recognition (context) - Bishop - 1999
284 The computational complexity of probabilistic inference usin.. (context) - Cooper - 1990
234 The well-founded semantics for general logic programs - Van Gelder, Ross et al. - 1991
138 Probabilistic Horn abduction and Bayesian networks - Poole - 1993
103 Learning Probabilistic Relational Models - Getoor, Friedman et al. - 2001
103 Learning probabilistic relational models - Friedman, Getoor et al. - 1999
69 Top-down induction of first order logical decision trees - Blockeel, De Raedt - 1998
53 Stochastic logic programs - Muggleton - 1996
40 The Independent Choice Logic for modelling multiple agents u.. - Poole - 1997
28 Answering queries from context-sensitive probabilistic knowl.. - Ngo, Haddawy - 1997
24 Relational Bayesian networks - Jaeger - 1997
21 Bayesian logic programs - Kersting, De Raedt - 2000
16 Learning probabilistic models of relational structure - Getoor, Friedman et al. - 2001
15 Dependency Networks for Inference (context) - Heckerman, Chickering et al. - 2000
13 Parameter estimation in stochastic logic programs - Cussens - 2001
13 Classical' negation in Nonmonotonic Reasoning and Logic Prog.. - Alferes, Pereira et al. - 1998
11 Using first-order probability logic for the construction of .. - Bacchus - 1993
10 Towards combining inductive logic programming and Bayesian n.. - Kersting, De Raedt - 2001
10 Institute for Computer Science (context) - Kersting, De Raedt et al. - 2001
8 Parameter learning of logic programs for symbolicstatistical.. - Sato, Kameya - 2001
7 Learning stochastic logic programs - Muggleton
6 Learning Bayesian Networks (context) - Neapolitan - 2003
6 Learning probabilistic models of link structure - Getoor, Friedman et al. - 2002
5 Stochastic logic programs: Sampling (context) - Cussens - 2000
5 PRISM: A symbolic-statistical modeling language (context) - Sato, Kameya - 1997
5 First order random forests with complex aggregates (context) - Vens, Van Assche et al. - 2004
5 Basic principles of learning bayesian logic programs - Kersting, De Raedt - 2002
4 Interpreting bayesian logic programs - Kersting, De Raedt et al. - 2000
4 Adaptive Bayesian Logic Programs - Kersting, De Raedt - 2001
3 Constraint logic programming for probabilistic knowledge (context) - Costa, Page et al. - 2003
2 Probabilistic logic learning - Kersting, De Raedt - 2003
2 cient EM learning with tabulation for parameterized logic pr.. (context) - Kameya, Sato - 2000
2 Department of Computer Science (context) - Richardson, Domingos et al. - 2004
1 Hierarchical Bayesian Networks: an Approach to Classificatio.. (context) - Gyftodimos, Flach - 2003
1 and probability: A unified view (context) - Domingos, logic - 2004
1 Logical bayesian networks (context) - Fierens, Blockeel et al. - 2004
1 Mor- gan Kaufmann Publishers (context) - Brachman, Levesque et al. - 2004
1 Logic programs with annotated disjunctions (context) - Vennekens, Verbaeten et al. - 2004
1 Balios - The Engine for Bayesian Logic Programs (context) - Kersting, Dick - 2004
1 Probabilistic Inductive Logic Programming - De Raedt, Kersting - 2004
1 Prolog for Bayesian networks: a Meta-Interpreter Approach (context) - Blockeel - 2003
1 Learning logic programs with annotated disjunctions (context) - Riguzzi - 2004
Documents on the same site (http://www.cs.kuleuven.ac.be/~dtai/publications/2005-E.shtml): More
Inference of Well-typings for Logic Programs with.. - Bruynooghe.. (2005) (Correct)
Experiments with Relational Neural Networks - Uwents, Blockeel (Correct)
Guard Simplification in CHR programs - Sneyers, Schrijvers, Demoen (2004) (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