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Peter Flach
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#	Item
11	The many faces of ROC analysis in machine learning Peter A. Flach University of Bristol, UK www.cs.bris.ac.uk/~flach/ Add to Reading List Source URL: www.cs.bris.ac.uk Language: English - Date: 2004-06-23 13:36:34 Statistical classification Bioinformatics Data mining Receiver operating characteristic Precision and recall Sensitivity and specificity Roc Republic of China Confusion matrix Statistics Biostatistics Machine learning
12	Hierarchical Bayesian Networks: A Probabilistic Reasoning Model for Structured Domains Elias Gyftodimos Peter A. Flach Add to Reading List Source URL: www.cs.bris.ac.uk Language: English - Date: 2014-03-11 07:04:22 Graph theory Probability and statistics Networks Probability theory Statistical models Bayesian network Markov random field Bayesian inference Belief propagation Statistics Bayesian statistics Graphical models
13	Propositionalisation as a way of understanding RDM and ILP Peter A. Flach University of Bristol, UK Add to Reading List Source URL: www-ai.ijs.si Language: English - Date: 2002-10-02 08:14:32
14	Efficient probabilistic models for inference and learning Individual Grant Review Report EPSRC grant GR/N07394 Peter A. Flach Department of Computer Science, University of Bristol Add to Reading List Source URL: www.cs.bris.ac.uk Language: English - Date: 2014-03-11 07:10:48 Bayesian network Bayesian inference Bayesian probability Machine learning Hierarchical Bayes model Hidden Markov model Causality Naive Bayes classifier Gibbs sampling Statistics Bayesian statistics Probabilistic logic
15	A Relational Algebra for Basic Terms in a Higher-Order Logic Simon Price and Peter A. Flach Department of Computer Science, University of Bristol, Bristol BS8 1UB, UK Technical Report CSTR-13-00 Add to Reading List Source URL: www.cs.bris.ac.uk Language: English - Date: 2014-03-11 07:06:37 Data Database theory Relational database management systems Data modeling Relational database Relational algebra Tuple Relation Finitary relation Data management Relational model Computing
16	Simply Logical Intelligent Reasoning by Example Peter Flach University of Bristol, United Kingdom Add to Reading List Source URL: www.cs.bris.ac.uk Language: English - Date: 2007-10-02 07:09:20 Quandialla New South Wales
17	Delegating Classifiers C´esar Ferri Dep. de Sist. Inform`atics i Computaci´o, Univ. Polit`ecnica de Val`encia, Spain. Peter Flach Department of Computer Science, University of Bristol, UK. Add to Reading List Source URL: www.machinelearning.org Language: English - Date: 2008-12-01 11:20:28 Naive Bayes classifier Binary classification Gain Boosting Support vector machine Receiver operating characteristic Classifier Æ Ensemble learning Statistics Statistical classification Multiclass classification
18	Simply Logical Intelligent Reasoning by Example Peter Flach University of Bristol, United Kingdom Add to Reading List Source URL: www.cs.bris.ac.uk Language: English - Date: 2007-10-02 07:09:20 Reasoning Logic programming Prolog Logic Reason Robert Kowalski Reasoning system Inference Science Software engineering Knowledge
19	A Weblog Recommender using Machine Learning and Semantic Web Technologies Marc Crean Supervisor: Peter Flach Add to Reading List Source URL: www.ilrt.bris.ac.uk Language: English - Date: 2003-05-23 09:48:22 Web standards Resource Description Framework Resource RDF Schema RSS Semantic publishing RDF feed Semantic Web Computing World Wide Web
20	P e t e r F l a c h Add to Reading List Source URL: www.cs.bris.ac.uk Language: English - Date: 2008-02-27 05:32:06 Peter Flach Data collection Data mining Logic programming Computational learning theory Inductive logic programming International Conference on Machine Learning Relational data mining Artificial intelligence Machine learning Statistics

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