Pedro Domingos
Pedro Domingos
Professor of Computer Science and Engineering, University of Washington
Verified email at cs.washington.edu - Homepage
TitleCited byYear
On the optimality of the simple Bayesian classifier under zero-one loss
P Domingos, M Pazzani
Machine learning 29 (2-3), 103-130, 1997
4419*1997
Markov logic networks
M Richardson, P Domingos
Machine learning 62 (1-2), 107-136, 2006
28292006
Mining the network value of customers
P Domingos, M Richardson
Proceedings of the seventh ACM SIGKDD international conference on Knowledge …, 2001
25902001
Mining high-speed data streams
P Domingos, G Hulten
Kdd 2, 4, 2000
22122000
A few useful things to know about machine learning.
PM Domingos
Commun. acm 55 (10), 78-87, 2012
18552012
Mining time-changing data streams
G Hulten, L Spencer, P Domingos
Proceedings of the seventh ACM SIGKDD international conference on Knowledge …, 2001
17682001
Mining knowledge-sharing sites for viral marketing
M Richardson, P Domingos
Proceedings of the eighth ACM SIGKDD international conference on Knowledge …, 2002
17092002
Metacost: A general method for making classifiers cost-sensitive
P Domingos
KDD 99, 155-164, 1999
16091999
Introduction to statistical relational learning
D Koller, N Friedman, S Džeroski, C Sutton, A McCallum, A Pfeffer, ...
MIT press, 2007
15352007
Learning to map between ontologies on the semantic web
AH Doan, J Madhavan, P Domingos, A Halevy
Proceedings of the 11th international conference on World Wide Web, 662-673, 2002
13732002
Reconciling schemas of disparate data sources: A machine-learning approach
AH Doan, P Domingos, AY Halevy
ACM Sigmod Record 30 (2), 509-520, 2001
10622001
Trust management for the semantic web
M Richardson, R Agrawal, P Domingos
International semantic Web conference, 351-368, 2003
10282003
10 challenging problems in data mining research
Q Yang, X Wu
International Journal of Information Technology & Decision Making 5 (04 …, 2006
7012006
Adversarial classification
N Dalvi, P Domingos, S Sanghai, D Verma
Proceedings of the tenth ACM SIGKDD international conference on Knowledge …, 2004
6502004
Learning to match ontologies on the semantic web
AH Doan, J Madhavan, R Dhamankar, P Domingos, A Halevy
The VLDB journal 12 (4), 303-319, 2003
6452003
Ontology matching: A machine learning approach
AH Doan, J Madhavan, P Domingos, A Halevy
Handbook on ontologies, 385-403, 2004
6142004
The master algorithm: How the quest for the ultimate learning machine will remake our world
P Domingos
Basic Books, 2015
5742015
The intelligent surfer: Probabilistic combination of link and content information in pagerank
M Richardson, P Domingos
Advances in neural information processing systems, 1441-1448, 2002
5662002
Tree induction for probability-based ranking
F Provost, P Domingos
Machine learning 52 (3), 199-215, 2003
5652003
iMAP: discovering complex semantic matches between database schemas
R Dhamankar, Y Lee, AH Doan, A Halevy, P Domingos
Proceedings of the 2004 ACM SIGMOD international conference on Management of …, 2004
5562004
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