Petri Myllymäki

2008
37		David A. McAllester, Petri Myllymäki: UAI 2008, Proceedings of the 24th Conference in Uncertainty in Artificial Intelligence, July 9-12, 2008, Helsinki, Finland AUAI Press 2008
36		Petri Kontkanen, Petri Myllymäki: An Empirical Comparison of NML Clustering Algorithms. ITSL 2008: 125-131
35		Tommi Mononen, Petri Myllymäki: On the Multinomial Stochastic Complexity and its Connection to the Birthday Problem. ITSL 2008: 17-22
2007
34	EE	Tommi Mononen, Petri Myllymäki: Fast NML Computation for Naive Bayes Models. Discovery Science 2007: 151-160
33	EE	Petri Kontkanen, Petri Myllymäki: A linear-time algorithm for computing the multinomial stochastic complexity. Inf. Process. Lett. 103(6): 227-233 (2007)
2006
32		Teemu Roos, Tuomas Heikkilä, Petri Myllymäki: A Compression-Based Method for Stemmatic Analysis. ECAI 2006: 805-806
31	EE	Tomi Silander, Petri Myllymäki: A Simple Approach for Finding the Globally Optimal Bayesian Network Structure. UAI 2006
30	EE	Teemu Roos, Petri Myllymäki, Jorma Rissanen: MDL Denoising Revisited CoRR abs/cs/0609138: (2006)
2005
29		Teemu Roos, Peter Grünwald, Petri Myllymäki, Henry Tirri: Generalization to Unseen Cases. BNAIC 2005: 194-201
28	EE	Petri Kontkanen, Petri Myllymäki: A Fast Normalized Maximum Likelihood Algorithm for Multinomial Data. IJCAI 2005: 1613-1615
27	EE	Teemu Roos, Peter Grünwald, Petri Myllymäki, Henry Tirri: Generalization to Unseen Cases. NIPS 2005
26	EE	Teemu Roos, Hannes Wettig, Peter Grünwald, Petri Myllymäki, Henry Tirri: On Discriminative Bayesian Network Classifiers and Logistic Regression. Machine Learning 59(3): 267-296 (2005)
2003
25		Hannes Wettig, Peter Grünwald, Teemu Roos, Petri Myllymäki, Henry Tirri: When Discriminative Learning of Bayesian Network Parameters Is Easy. IJCAI 2003: 491-498
24	EE	Hannes Wettig, Jussi Lahtinen, Tuomas Lepola, Petri Myllymäki, Henry Tirri: Bayesian Analysis of Online Newspaper Log Data. SAINT Workshops 2003: 282-287
2002
23	EE	Teemu Roos, Petri Myllymäki, Henry Tirri: A Statistical Modeling Approach to Location Estimation. IEEE Trans. Mob. Comput. 1(1): 59-69 (2002)
22	EE	Teemu Roos, Petri Myllymäki, Henry Tirri, Pauli Misikangas, Juha Sievänen: A Probabilistic Approach to WLAN User Location Estimation. IJWIN 9(3): 155-164 (2002)
21	EE	Petri Myllymäki, Tomi Silander, Henry Tirri, Pekka Uronen: B-Course: A Web-Based Tool for Bayesian and Causal Data Analysis. International Journal on Artificial Intelligence Tools 11(3): 369-387 (2002)
2001
20	EE	Petri Myllymäki, Tomi Silander, Henry Tirri, Pekka Uronen: Bayesian Data Mining on the Web with B-Course. ICDM 2001: 626-629
19	EE	Petri Myllymäki, Tomi Silander, Henry Tirri, Pekka Uronen: B-Course: A Web Service for Bayesian Data Analysis. ICTAI 2001: 247-256
18	EE	Petri Kontkanen, Petri Myllymäki, Henry Tirri: Classifier Learning with Supervised Marginal Likelihood. UAI 2001: 277-284
2000
17	EE	Petri Kontkanen, Jussi Lahtinen, Petri Myllymäki, Henry Tirri: An Unsupervised Bayesian Distance Measure. EWCBR 2000: 148-160
16	EE	Petri Kontkanen, Jussi Lahtinen, Petri Myllymäki, Henry Tirri: Unsupervised Bayesian visualization of high-dimensional data. KDD 2000: 325-329
15	EE	Petri Kontkanen, Jussi Lahtinen, Petri Myllymäki, Tomi Silander, Henry Tirri: Supervised model-based visualization of high-dimensional data. Intell. Data Anal. 4(3-4): 213-227 (2000)
1999
14	EE	Petri Kontkanen, Petri Myllymäki, Tomi Silander, Henry Tirri: On Supervised Selection of Bayesian Networks. UAI 1999: 334-342
13		Petri Myllymäki: Massively Parallel Probabilistic Reasoning with Boltzmann Machines. Appl. Intell. 11(1): 31-44 (1999)
1998
12		Petri Kontkanen, Petri Myllymäki, Tomi Silander, Henry Tirri: Batch Classification with Discrete Finite Mixtures. ECML 1998: 208-213
11		Petri Kontkanen, Petri Myllymäki, Tomi Silander, Henry Tirri: Bayes Optimal Instance-Based Learning. ECML 1998: 77-88
10		Petri Kontkanen, Petri Myllymäki, Tomi Silander, Henry Tirri, Peter Grünwald: Bayesian and Information-Theories Priors for Bayesian Network Parameters. ECML 1998: 89-94
9	EE	Petri Kontkanen, Petri Myllymäki, Tomi Silander, Henry Tirri: On Bayesian Case Matching. EWCBR 1998: 13-24
8		Esa Koskimäki, Janne Göös, Petri Kontkanen, Petri Myllymäki, Henry Tirri: Comparing Soft Computing Methods in Prediction of Manufacturing Data. IEA/AIE (Vol. 2) 1998: 775-784
7		Petri Kontkanen, Petri Myllymäki, Tomi Silander, Henry Tirri: BAYDA: Software for Bayesian Classification and Feature Selection. KDD 1998: 254-258
6	EE	Peter Grünwald, Petri Kontkanen, Petri Myllymäki, Tomi Silander, Henry Tirri: Minimum Encoding Approaches for Predictive Modeling. UAI 1998: 183-192
1996
5		Henry Tirri, Petri Kontkanen, Petri Myllymäki: A Bayesian Framework for Case-Based Reasoning. EWCBR 1996: 413-427
4		Henry Tirri, Petri Kontkanen, Petri Myllymäki: Prababilistic Instance-Based Learning. ICML 1996: 507-515
3		Petri Kontkanen, Petri Myllymäki, Henry Tirri: Predictive Data Mining with Finite Mixtures. KDD 1996: 176-182
1993
2		Petri Myllymäki, Henry Tirri: Massively Parallel Case-Based Reasoning with Probabilistic Similarity Metrics. EWCBR 1993: 144-154
1990
1		Henry Tirri, Petri Myllymäki, Pekka Orponen, Patrik Floréen: Programming Methods for Neural Computing. Dagstuhl Seminar on Parallelization in Inference Systems 1990: 357

Coauthor Index

1	Patrik Floréen	[1]
2	Janne Göös	[8]
3	Peter Grünwald (Peter D. Grünwald, Peter Grunwald)	[6] [10] [25] [26] [27] [29]
4	Tuomas Heikkilä	[32]
5	Petri Kontkanen	[3] [4] [5] [6] [7] [8] [9] [10] [11] [12] [14] [15] [16] [17] [18] [28] [33] [36]
6	Esa Koskimäki	[8]
7	Jussi Lahtinen	[15] [16] [17] [24]
8	Tuomas Lepola	[24]
9	David A. McAllester	[37]
10	Pauli Misikangas	[22]
11	Tommi Mononen	[34] [35]
12	Pekka Orponen	[1]
13	Jorma Rissanen	[30]
14	Teemu Roos	[22] [23] [25] [26] [27] [29] [30] [32]
15	Juha Sievänen	[22]
16	Tomi Silander	[6] [7] [9] [10] [11] [12] [14] [15] [19] [20] [21] [31]
17	Henry Tirri	[1] [2] [3] [4] [5] [6] [7] [8] [9] [10] [11] [12] [14] [15] [16] [17] [18] [19] [20] [21] [22] [23] [24] [25] [26] [27] [29]
18	Pekka Uronen	[19] [20] [21]
19	Hannes Wettig	[24] [25] [26]

Colors in the list of coauthors