Pedro Domingos

Pedro Domingos is a person.

• See: Markov Logic Network, Alchemy System.

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References

• Professional Homepage: http://www.cs.washington.edu/homes/pedrod/
• DBLP Author Page: http://www.informatik.uni-trier.de/~ley/db/indices/a-tree/d/Domingos:Pedro.html
• Google Scholar Author Page: http://scholar.google.com/citations?user=KOrhfVMAAAAJ

2015

• (Domingos, 2015) ⇒ Pedro Domingos. (2015). “The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World." Basic Books. ISBN:9780465061921
• (Domingos et al., 2015) ⇒ Pedro Domingos, Kristian Kersting, Raymond Mooney, and Jude Shavlik. (2015). “What About Statistical Relational Learning?.” In: Communications of the ACM Journal, 58(12). doi:10.1145/2841423

2013

• (Gens & Domingos, 2013) ⇒ Robert Gens, and Pedro Domingos. (2013). “Learning the Structure of Sum-Product Networks.” In: Proceedings of The 30th International Conference on Machine Learning.

2012

• (Domingos, 2012) ⇒ Pedro Domingos. (2012). “A Few Useful Things to Know About Machine Learning.” In: Communications of the ACM Journal, 55(10). doi:10.1145/2347736.2347755

2011

• (Gogate & Domingos, 2011) ⇒ Vibhav Gogate, and Pedro Domingos. (2011). “Probabilistic Theorem Proving.” In: Proceedings of the Twenty-Seventh Conference Annual Conference on Uncertainty in Artificial Intelligence (UAI-2011).

2010

• (Poon et al., 2010) ⇒ Hoifung Poon, Janara Christensen, Pedro Domingos, Oren Etzioni, Raphael Hoffmann, Chloe Kiddon, Thomas Lin, Xiao Ling, Mausam, Alan Ritter, Stefan Schoenmackers, Stephen Soderland, DanWeld, FeiWu, Congle Zhang. (2010). “Machine Reading at the University of Washington.” In: Proceedings of the 24th Conference on Artificial Intelligence (AAAI 2010).
• (Poon & Domingos, 2010) ⇒ Hoifung Poon, and Pedro Domingos. (2010). “Unsupervised Ontology Induction from Text.” In: Proceedings of the ACL Conference (ACL 2010).

2009

• (Poon & Domingos, 2009) ⇒ Hoifung Poon, and Pedro Domingos. (2009). “Unsupervised Semantic Parsing.” In: Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing (EMNLP 2009).
• (Kok & Domingos, 2009) ⇒ Stanley Kok, and Pedro Domingos. (2009). “Learning Markov Logic Network Structure via Hypergraph Lifting.” In: Proceedings of ICML 2009.
• (Domingos & Lowd, 2009) ⇒ Pedro Domingos, and Daniel Lowd. (2009). “Markov Logic: An Interface Layer for Artificial Intelligence." Morgan & Claypool. doi:10.2200/S00206ED1V01Y200907AIM007

2008

• (Kok & Domingos, 2008) ⇒ Stanley Kok, and Pedro Domingos. (2008). “Extracting Semantic Networks from Text via Relational Clustering.” In: Proceedings of the Nineteenth European Conference on Machine Learning (ECML 2008).
• (Poon & Domingos, 2008) ⇒ Hoifung Poon, and Pedro Domingos. (2008). “Joint Unsupervised Coreference Resolution with Markov Logic.” In: Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP 2008).

2007

• (Poon & Domingos, 2007) ⇒ Hoifung Poon, and Pedro Domingos. (2007). “Joint Inference in Information Extraction.” In: Proceedings of the Twenty-Second National Conference on Artificial Intelligence (AAAI 2007).
• (Domingos, 2007) ⇒ Pedro Domingos, (2007). “Practical Statistical Relational AI." Tutorial at AAAI 2007 Conference.

2006

• (Singla & Domingos, 2006) ⇒ Parag Singla, and Pedro Domingos. (2006). “Entity Resolution with Markov Logic.” In: Proceedings of the Sixth IEEE International Conference on Data Mining (ICDM 2006). doi:10.1109/ICDM.2006.65.
• (Richardon & Domingos, 2006) ⇒ Matthew Richardson, and Pedro Domingos. (2006). “Markov Logic Networks.” In: Machine Learning, 62. doi:10.1007/s10994-006-5833-1.
• (Domingos et al., 2006) ⇒ Pedro Domingos, Stanley Kok, Hoifung Poon, Matthew Richardson, and Parag Singla. (2006). “Unifying Logical and Statistical AI.” In: Proceedings of the 21st national conference on Artificial intelligence (AAAI 2006).

2002

• (Doan et al., 2002) ⇒ AnHai Doan, Jayant Madhavan, Pedro Domingos, and Alon Y. Halevy. (2002). “Learning to Map Between Ontologies on the Semantic Web.” In: Proceedings of the 11th International Conference on World Wide Web (WWW 2002).

2001

• (Domingos & Richardson, 2001) ⇒ Pedro Domingos, and Matthew Richardson. (2001). “Mining the Network Value of Customers.” In: Proceedings of the Seventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2001). doi:10.1145/502512.502525
• (Doan et al., 2001) ⇒ AnHai Doan, Pedro Domingos, and Alon Y. Halevy. (2001). “Reconciling Schemas of Disparate Data Sources: A Machine-Learning Approach.” In: ACM SIGMOD Record, 30(2). doi:10.1145/376284.375731

1999

• (Domingos, 1999) ⇒ Pedro Domingos. (1999). “MetaCost: A General Method for Making Classifiers Cost-sensitive.” In: Proceedings of the fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. ISBN:1-58113-143-7 doi:10.1145/312129.312220

1997

• (Domingos & Pazzani, 1997) ⇒ Pedro Domingos, and Michael J. Pazzani. (1997). “On the Optimality of the Simple Bayesian Classifier Under Zero-One Loss.” In: Machine Learning, 29.

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