L. Eronen, F. Geerts, H. Toivonen, Long Haplotypes, L. Eronen, F. Geerts, ...
Haplotypes are important for association based gene mapping, but there are no practical laboratory methods for obtaining them directly from DNA samples. We propose simple Markov models for...
Email Alerting, P Hintsanen, P Sevon, P Onkamo, L Eronen, H Toivonen, ...
service
Revising Probabilistic Prolog Programs (2008)
L. De Raedt, K. Kersting, A. Kimmig, K. Revoredo, H. Toivonen
Abstract. The ProbLog (probabilistic prolog) language has been introduced in [1], where various algorithms have been developed for solving and approximating ProbLog queries. Here, we define and study...
Revising Probabilistic Prolog Programs (2008)
L. De Raedt, K. Kersting, A. Kimmig, K. Revoredo, H. Toivonen
Abstract. In a recently submitted paper [1], the ProbLog (probabilistic prolog) language has been introduced and various algorithms have been developed for solving and approximating ProbLog queries....
L. De Raedt, K. Kersting, A. Kimmig, K. Revoredo, H. Toivonen
Abstract ProbLog is a recently introduced probabilistic extension of Prolog [4]. A ProbLog program defines a distribution over logic programs by specifying for each clause the probability that it...
Compressing probabilistic Prolog programs (2008)
De Raedt, L., Kersting, K., Kimmig, A., Revoredo, K., Toivonen, H.
ProbLog is a recently introduced probabilistic extension of Prolog (De Raedt, et al. in Proceedings of the 20th international joint conference on artificial intelligence, pp. 2468S2473, 2007). A...
Design of an air sampler for a small unmanned aerial vehicle (2008)
Peräjärvi, K., Lehtinen, J., Pöllänen, R., Toivonen, H.
In the aftermath of a nuclear accident or malevolent act, it is of paramount importance to have the capability to monitor airborne radioactive substances by collecting air samples. For potentially...
A Perspective on Databases and Data Mining (2007)
Data Mining, M. Holsheimer, M. Kersten, H. Mannila, H. Toivonen, Issn -x, ...
and their applications. SMC is sponsored by the Netherlands Organization for Scientific Research (NWO). CWI is a member of
Output feedback, H1-control, Periodic systems, (2007)
A-k Christiansson, B. Lennartson, H. Toivonen
We present a unified and general framework for H1-control in both continuous time, discrete time and combinations of these. The general result is a hybrid continuous-/discretetime H1-controller....
Mach Learn DOI 10.1007/s10994-007-5030-x Compressing probabilistic Prolog programs (2007)
L. De, Raedt K. Kersting, A. Kimmig, K. Revoredo, H. Toivonen, L. De, ...
Abstract ProbLog is a recently introduced probabilistic extension of Prolog (De Raedt, et al. in Proceedings of the 20th international joint conference on artificial intelligence, pp. 2468–2473,...
HaploRec: efficient and accurate large-scale reconstruction of haplotypes (2006)
Eronen, L, GEERTS, Floris, Toivonen, H
Haplotypes extracted from human DNA can be used for gene mapping and other analysis of genetic patterns within and across populations. A fundamental problem is, however, that current practical...
HaploRec: efficient and accurate large-scale reconstruction of haplotypes (2006)
Haplotypes extracted from human DNA can be used for gene mapping and other analysis of genetic patterns within and across populations. A fundamental problem is, however, that current practical...
HaploRec: efficient and accurate large-scale reconstruction of haplotypes (2006)
Eronen, L, GEERTS, Floris, Toivonen, H
Haplotypes extracted from human DNA can be used for gene mapping and other analysis of genetic patterns within and across populations. A fundamental problem is, however, that current practical...
Constrained hidden Markov models for population-based haplotyping (Extended Abstract) (2006)
Mielikainen, Taneli, Eronen, Lauri, Toivonen, H, Mannila, Heikki
A markov chain approach to reconstruction of long haplotypes (2004)
Long Haplotypes, L. Eronen, F. Geerts, H. Toivonen
Haplotypes are important for association based gene mapping, but there are no practical laboratory methods for obtaining them directly from DNA samples. We propose simple Markov models for...
Statistical Evaluation of the Predictive Toxicology Challenge 2000-2001 (2003)
Toivonen, H., Srinivasan, A., King, Ross, Kramer, S., Helma, C.
Motivation: The development of in silico models to predict chemical carcinogenesis from molecular structure would help greatly to prevent environmentally caused cancers. The Predictive Toxicology...
A Kernel Approach for Learning from almost Orthogonal Patterns (2002)
Schölkopf, B., Weston, J., Eskin, E., Leslie, C., Noble, W.S., Elomaa, T., ...
This paper describes recent developments in planning and management of designated conservation areas in Finland and Sweden with particular emphasis on the conservation priorities, ecological...
M. Klemettinen, H. Mannila, H. Toivonen
In this paper we describe the final version of a knowledge discovery system, Telecommunication Network Alarm Sequence Analyzer (TASA), for telecommunication networks alarm data analysis. The system...
Finding frequent substructures in chemical compounds (1999)
Technical Report SS-99-01
Finding frequent substructures in chemical compounds (1998)
ATO-DLO Report 352
An early warning method based on external dose rate monitoring near an aerosol filter can be used to detect artificial airborne radioactivity. A theory is presented for calculating the external dose...
Knowledge Discovery from Telecommunication Network Alarm Databases (1996)
K. Hätönen, M. Klemettinen, H. Mannila, P. Ronkainen, H. Toivonen
A telecommunication network produces daily large amounts of alarm data. The data contains hidden valuable knowledge about the behavior of the network. This knowledge can be used in filtering...
Knowledge Discovery from Telecommunication Network Alarm Databases (1996)
At Onen, K. Hatonen, M. Klemettinen, H. Mannila, P. Ronkainen, H. Toivonen
A telecommunication network produces daily large amounts of alarm data. The data contains hidden valuable knowledge about the behavior of the network. This knowledge can be used in filtering...
BASS: Bayesian Analyzer of Event Sequences (1996)
E. Arjas, H. Mannila, M. Salmenkivi, R. Suramo, H. Toivonen
. We describe the BASS system, a Bayesian analyzer of event sequences. BASS uses Markov chain Monte Carlo methods, especially Metropolis-Hastings algorithm, for exploring posterior distributions. The...
Pruning and Grouping Discovered Association Rules (1995)
H. Toivonen, M. Klemettinen, P. Ronkainen, K. Hätönen, H. Mannila
Association rules are statements of the form "for 90 % of the rows of the relation, if the row has value 1 in the columns in set X, then it has 1 also in the columns in set Y ". Efficient...
Effect of sport stress on lymphocyte transformation and antibody formation.
Eskola, J, Ruuskanen, O, Soppi, E, Viljanen, M K, Järvinen, M, Toivonen, H, ...
The effect of a heavy (marathon, 2.5 hr) and moderate (35 min of running) sport stress on the number and function of lymphocytes, and on the plasma cortisol and leucocyte levels was investigated....
Effects of cigarette smoke on the metabolism of vasoactive hormones in rat isolated lungs.
Bakhle, Y S, Hartiala, J, Toivonen, H, Uotila, P
1. The effects of exposure of rats to cigarette smoke have been studied on the metabolism of vasoactive hormones in isolated lungs from these animals. 2. Rats were exposed for 1 h per day to...
Karhi, T., Rantala, A., Toivonen, H.
1 The effect of cigarette smoke ventilation on the inactivation of [14C]-5-hydroxytryptamine (5-HT) was studied in isolated perfused lungs of the rat. 2 [14C]-5-HT 9.6 nmol was infused into the...
Hintsanen, P, Sevon, P, Onkamo, P, Eronen, L, Toivonen, H
Motivated by high throughput genotyping technology, our aim in this study was to experimentally compare the power and accuracy of case‐control and family trio based approaches for haplotype based,...