Institutet för molekylärmedicin i Finland

  • Finland

  • Tukholmankatu 8, Biomedicum 2

    Helsinki

    Finland

Publikationer 1966 2020

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Konferensbidrag
2018

Comparison of food frequency questionnaire data and shopping records for the assessment of food intake

Kallonen, A., Das, S., Sallinen, R. & Nieminen, H., 2018, Proceedings of the Seventh International Conference on Well-Being in the Information Society: Fighting Inequalities (WIS 2018). Li, H., Suomi, R., Pálsdóttir, Á., Trill, R. & Ahmadinia, H. (red.). Turku: Turku Centre for Computer Science, s. 25-30 6 s. (TUCS lecture notes; nr. 28/2018).

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

Öppen tillgång

Correcting Boundary Over-Exploration Deficiencies In Bayesian Optimization With Virtual Derivative Sign Observations

Siivola, E., Vehtari, A., Vanhatalo, J., Gonzalez, J. & Andersen, M., nov 2018, 2018 IEEE 28th International Workshop on Machine Learning for Signal Processing (MLSP). Pustelnik, N., Ma, Z., Tan, ZH. & Larsen, J. (red.). IEEE, Vol. 28. 6 s. (IEEE International Workshop on Machine Learning for Signal Processing).

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

Nordic Exome Variant Catalogue a Web Resource for Genomic Data Browsing

Sipilä, T. P., Metspalu, A., Häppölä, P., Palta, P., Kals, M. & Palotie, A., 2018, 2018 IEEE 14th International Conference on e-Science (e-Science). IEEE, s. 393 1 s.

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

Structure Learning for Bayesian Networks over Labeled DAGs

Hyttinen, A., Pensar, J., Kontinen, J. & Corander, J., 2018, Proceedings of the Ninth International Conference on Probabilistic Graphical Models. PMLR, Vol. 72. s. 133-144 12 s. (Proceedings of Machine Learning Research; vol. 72).

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2017

Active surfaces for selective object segmentation in 3D

Molnar, J., Tasnadi, E., Kintses, B., Farkas, Z., Pal, C., Horvath, P. & Danka, T., 2017, 2017 INTERNATIONAL CONFERENCE ON DIGITAL IMAGE COMPUTING - TECHNIQUES AND APPLICATIONS (DICTA). Guo, Y., Li, H., Cai, W., Murshed, M., Wang, Z., Gao, J. & Feng, DD. (red.). IEEE, s. 669-675 7 s.

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

Differentially private Bayesian learning on distributed data

Heikkila, M., Lagerspetz, E., Kaski, S., Shimizu, K., Tarkoma, S. & Honkela, A., 2017, Advances in Neural Information Processing Systems 30 (NIPS 2017). Guyon, I., Luxburg, U. V., Bengio, S., Wallach, H., Fergus, R., Vishwanathan, S. & Garnett, R. (red.). NEURAL INFORMATION PROCESSING SYSTEMS (NIPS), Vol. 30. 10 s. (Advances in Neural Information Processing Systems; vol. 30).

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Öppen tillgång
Fil
2016

Active contours for selective object segmentation

Molnar, J., Szucs, A. I., Molnar, C. & Horvath, P., 2016, Applications of Computer Vision (WACV): 2016 IEEE Winter Conference on. Lake Placid, NY: IEEE, 9 s. (IEEE Winter Conference on Applications of Computer Vision).

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

A Logical Approach to Context-Specific Independence

Corander, J., Hyttinen, A., Kontinen, J., Pensar, J. & Väänänen, J., aug 2016, Logic, Language, Information, and Computation: 23rd International Workshop, WoLLIC 2016, Puebla, Mexico, August 16-19th, 2016. Proceedings. Berlin: Springer-Verlag, s. 165-182 18 s. (Lecture Notes in Computer Science; vol. 9803).

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

Deep learning for tissue microarray image-based outcome prediction in patients with colorectal cancer

Bychkov, D., Turkki, R., Haglund, C., Linder, N. & Lundin, J., 2016, Medical Imaging 2016: Digital Pathology. Gurcan, M. N. & Madabhushi, A. (red.). SPIE - INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING, s. 979115 6 s. (Proceedings of SPIE; vol. 9791).

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

Fast Nearest Neighbor Search through Sparse Random Projections and Voting

Hyvönen, V., Pitkänen, T., Tasoulis, S., Jääsaari, E., Tuomainen, R., Wang, L., Corander, J. I. & Roos, T., 2016, Proceedings of the 2016 IEEE Conference on Big Data. New York, NY: IEEE, s. 881-888 8 s.

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

Fil

From alignment of etymological data to phylogenetic inference via population genetics

Nouri, J., Sirén, J., Corander, J. & Yangarber, R., 2016, The 54th Annual Meeting of the Association for Computational Linguistics: Proceedings of the 7th Workshop on Cognitive Aspects of Computational Language Learning. Stroudsburg, PA: Association for Computational Linguistics, s. 27-37 11 s.

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

Identification of immune cell infiltration in hematoxylin-eosin stained breast cancer samples: Texture-based classification of tissue morphologies

Turkki, R., Linder, N., Kovanen, P. E., Pellinen, T. & Lundin, J., 2016, MEDICAL IMAGING 2016: DIGITAL PATHOLOGY. Gurcan, MN. & Madabhushi, A. (red.). SPIE - INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING, 7 s. 979110. (Proceedings of SPIE; vol. 9791).

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

2015

A Bayesian Network analysis of the probabilistic relations between risk factors in the predisposition to type 2 diabetes

Sambo, F., Di Camillo, B., Franzin, A., Facchinetti, A., Hakaste, L., Kravic, J., Fico, G., Tuomilehto, J., Groop, L., Gabriel, R., Tuomi, T. & Cobelli, C., 2015, IEEE Engineering in Medicine and Biology Society. Conference. Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society. NEW YORK: IEEE, s. 2119-2122 4 s. (IEEE Engineering in Medicine and Biology Society Conference Proceedings).

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

A GRADIENT ADAPTIVE POPULATION IMPORTANCE SAMPLER

Elvira, V., Martino, L., Luengo, D. & Corander, J., 2015, 2015 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING (ICASSP). s. 4075-4079 5 s. (International Conference on Acoustics Speech and Signal Processing ICASSP).

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

Denoising Cluster Analysis

Zhang, R., Yang, Z. & Corander, J., 2015, Neural Information Processing: 22nd International Conference, ICONIP 2015, Istanbul, Turkey, November 9-12, 2015, Proceedings Part III. Arik, S., Huang, T., Lai, W. K. & Liu, Q. (red.). Cham: Springer International Publishing AG, s. 435-442 8 s. (Lecture Notes in Computer Science; vol. 9491).

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

Education of maritime doctoral students as part of international university network

Kujala, P., Veitch, B., Ehlers, S., Leira, B., Khan, F. & Vanhatalo, J., 10 dec 2015, International Conference on Education and Professional Development of Engineers in the Maritime Industry 2015. London: The Royal Institution of Naval Architects, s. 59-65 7 s.

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskaplig

Gaussian process modelling of multiple short time series

Topa, H. & Honkela, A. J. H., 2015, ESANN 2015: Proceedings of the 23rd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. ESANN, s. 83-88 6 s.

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

MCMC-Driven Adaptive Multiple Importance Sampling

Martino, L., Elvira, V., Luengo, D. & Corander, J., 2015, INTERDISCIPLINARY BAYESIAN STATISTICS, EBEB 2014. Polpo, A., Louzada, F., Rifo, LLR., Stern, JM. & Lauretto, M. (red.). Springer, s. 97-109 13 s. (Springer Proceedings in Mathematics & Statistics; vol. 118).

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

On the Exact Volume of Metric Balls in Complex Grassmann Manifolds

Pitaval, R-A., Wei, L., Tirkkonen, O. & Corander, J., 2015, 2015 IEEE INFORMATION THEORY WORKSHOP - FALL (ITW). New York: IEEE, s. 297-301 5 s.

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

On the Finite-SNR Diversity-Multiplexing Tradeoff in Large Rayleigh Product Channels

Zheng, Z., Wei, L., Speicher, R., Mueller, R., Hamalainen, J. & Corander, J., 2015, 2015 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY (ISIT): Hong Kong Convention and Exhibition Centre, Hong Kong, 14-19 June 2015, Proceedings. Piscataway, NJ, s. 2593-2597 5 s. (IEEE International Symposium on Information Theory).

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

On the Volume of a Metric Ball in Unitary Group

Wei, L., Pitaval, R-A., Corander, J. & Tirkkonen, O., 2015, 2015 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY (ISIT): Hong Kong Convention and Exhibition Centre, Hong Kong, 14-19 June 2015, Proceedings. Piscataway, NJ, s. 191-195 5 s. (IEEE International Symposium on Information Theory).

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

PARALLEL INTERACTING MARKOV ADAPTIVE IMPORTANCE SAMPLING

Martino, L., Elvira, V., Luengo, D. & Corander, J., 2015, 2015 23RD EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO). IEEE, s. 499-503 5 s. (European Signal Processing Conference).

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

SMELLY PARALLEL MCMC CHAINS

Martino, L., Elvira, V., Luengo, D., Artes-Rodriguez, A. & Corander, J., 2015, 2015 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING (ICASSP). s. 4070-4074 5 s. (International Conference on Acoustics Speech and Signal Processing ICASSP).

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

2014

AN ADAPTIVE POPULATION IMPORTANCE SAMPLER

Martino, L., Elvira, V., Luengo, D. & Corander, J., 2014, Unknown host publication. 5 s. (International Conference on Acoustics Speech and Signal Processing ICASSP).

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

Bayesian multi-view tensor factorization

Khan, S. A. & Kaski, S., 2014, Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2014, Nancy, France, September 15-19, 2014. Proceedings. Calders, T., Esposito, F., Hüllermeier, E. & Meo, R. (red.). Heidelberg: Springer-Verlag, Vol. 1. s. 656-671 16 s. (Lecture Notes in Computer Science; vol. 8724).

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

Meta-Analysis of Genome-Wide Association Studies with Multivariate Traits

Cichonska, A., Marttinen, P., Ripatti, S., Rousu, J. & Pirinen, M., 2014, MLSB14: The eighth International Workshop on Machine Learning in Systems Biology 6-7 September 2014 Strasbourg, France. d'Alché-Buc, F. & Geurts, P. (red.). s. 27-30 4 s.

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

On the Fluctuation of Mutual Information in Double Scattering MIMO Channels

Zheng, Z., Wei, L., Speicher, R., Müller, R., Hämäläinen, J. & Corander, J., 2014, International Zurich Seminar on Communications: February 26 – 28, 2014 : Proceedings. Zürich: ETH-Zürich , s. 104-107 4 s.

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

ORTHOGONAL MCMC ALGORITHMS

Martino, L., Elvira, V., Luengo, D., Artes-Rodriguez, A. & Corander, J., 2014, 2014 IEEE WORKSHOP ON STATISTICAL SIGNAL PROCESSING (SSP). IEEE, s. 364-367 4 s.

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

Outage capacity of OSTBCs over pico-cellular MIMO channels

Wei, L., Zheng, Z., Corander, J. & Taricco, G., 2014, Information Theory (ISIT), 2014 IEEE International Symposium . IEEE, s. 616-620 5 s.

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

Random Projection Based Clustering for Population Genomics

Tasoulis, S., Cheng, L., Välimäki, N., Croucher, N., Harris, S., Hanage, W., Roos, T. & Corander, J., 2014, Big Data (Big Data), 2014 IEEE International Conference on . IEEE, s. 675 - 682

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

Scenario based risk management for arctic shipping and operations

Ehlers, S., Kujula, P., Veitch, B., Khan, F. & Vanhatalo, J., 8 jun 2014, ASME 2014 33rd International Conference on Ocean, Offshore and Arctic Engineering: Polar and Arctic Science and Technology. California, USA: The American Society of Mechanical Engineers, Vol. 10. 8 s.

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

2013

Experiences in developing risk analysis tools for oil spills in the Gulf of Finland – how to create learning systems to oil spill risk analysis?

Kuikka, S., Helle, I., Lehikoinen, A., Rahikainen, M., Vanhatalo, J., Mäntyniemi, S. & Hänninen, M., 2013, Asian Simulation and Modeling 2013 (ASIMMOD 2013). Bangkok: Centre of Excellence in Mathematics (CEM), s. 19-25

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

Exploratory Data Analysis through the Inspection of the Probability Density Function of the Number of Neighbors

Neme, A. & Nido, A., 2013, Advances in intelligent data analysis XII: 12th International Symposium, IDA 2013, London, UK, October 17-19, 2013, Proceedings. Tucker, A., Hoppner, F., Siebes, A. & Swift, S. (red.). Berlin: Springer-Verlag, s. 310-321 12 s. (Lecture Notes in Computer Science; vol. 8207).

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

Inductive Inference and Partition Exchangeability in Classification

Corander, J., Cui, Y. & Koski, T., 2013, Algorithmic Probability and Friends: Bayesian Prediction and Artificial Intelligence. Berlin: Springer-Verlag, s. 91-105 15 s. (Lecture Notes in Computer Science; vol. 7070).

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

Noise sensitivity and multiple chemical sensitivity - similarities and differences

Heinonen-Guzejev, M., Koskenvuo, M., Mussalo-Rauhamaa, H., Vuorinen, H. S., Heikkilä, K. V. & Kaprio, J., 2013, 42nd International Congress and Exposition on Noise Control Engineering 2013 (INTER-NOISE 2013): Noise Control for Quality of Life. Red Hook, NY: Austrian Noise Abatement Association, s. 5024-50 9 s.

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

Parallel Feature Selection for Regularized Least-Squares

Okser, S., Airola, A., Aittokallio, T., Salakoski, T. & Pahikkala, T., 2013, Applied Parallel and Scientific Computing . Manninen, P. & Öster, P. (red.). Berlin: Springer-Verlag, s. 280-294 15 s. (Lecture Notes in Computer Science : Theoretical Computer Science and General Issues ; vol. 7782).

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

Urban particle number concentration forecast model evaluation

Mölgaard, B., Birmili, W., Clifford, S., Massling, A., Eleftheriadis, K., Norman, M., Vratolis, S., Wehner, B., Corander, J., Hämeri, K. & Hussein, T., 2013, Proceedings of FCoE in 'Physics, Chemistry, Biology and Meteorology of Atmospheric Composition and Climate Change' Annual Meeting 2013. s. 403-404 2 s. (Report Series in Aerosol Science; vol. Nro 142 (2013)).

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskaplig

2012

Fast and Parallelized Greedy Forward Selection of Genetic Variants in Genome-Wide Association Studies

Okser, S., Pahikkala, T., Airola, A., Aittokallio, T. & Salakoski, T., 2012, IEEE International Workshop on Genomic Signal Processing and Statistics (GENSIPS'11). Dougherty, E. (red.). IEEE Signal Processing Society, s. 214-217 4 s.

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

Integrated Bayesian risk analysis of ecosystem management in the Gulf of Finland, the Baltic Sea: How to do it?

Helle, I., Vanhatalo, J., Rahikainen, M., Mäntyniemi, S. & Kuikka, S., 2012, Joint ICES/PICES Session I Multidisciplinary perspectives in the use (and misuse) of science and scientific advice in Marine Spatial Planning. International Council for the Exploration of the Sea, 16 s. (ICES CM; vol. I, nr. 04).

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskaplig

Services Design in a Collaborative Network for Multidisciplinary Research Projects

Krestyaninova, M. & Tammisto, Y., 2012, COLLABORATIVE NETWORKS IN THE INTERNET OF SERVICES. CamarinhaMatos, LM., Xu, L. & Afsarmanesh, H. (red.). Berlin: Springer-Verlag, s. 273-279 7 s. ( IFIP Advances in Information and Communication Technology ; vol. 380).

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

2011

Additive Gaussian process model to predict the spatial presence of the youngest stages of sea spawning whitefish (Coregonus lavaretus L. s.l.) larvae

Vanhatalo, J., Veneranta, L. & Hudd, R., sep 2011, ICES Annual Science Conference 2011. International Council for the Exploration of the Sea, 4 s.

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskaplig

A Generative Approach for Image-Based Modeling of Tumor Growth

Menze, B. H., Van Leemput, K., Honkela, A., Konukoglu, E., Weber, M-A., Ayache, N. & Golland, P., 2011, Information Processing in Medical Imaging: 22nd International Conference, IPMI 2011, Kloster Irsee, Germany, July 3-8, 2011. Proceedings. Székely, G. & Hahn, H. K. (red.). Springer-Verlag, s. 735-747 13 s. (Lecture Notes in Computer Science; vol. 6801).

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

Assessing pelagic fish stocks from acoustic and trawl survey data in the Baltic Sea

Vanhatalo, J., Juntunen, T., Peltonen, H. & Mäntyniemi, S., sep 2011, ICES Annual Science Conference 2011. International Council for the Exploration of the Sea, 5 s.

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskaplig

Bayesian forecast model for size-fractionated urban particle number concentrations

Mölgaard, B., Hussein, T., Corander, J. & Hämeri, K., 2011, Proceedings of the Finnish Center of Excellence and Graduate School in 'Physics, Chemistry, Biology and Meteorology of Atmospheric Composition and Climate Change' Annual Workshop 18.–20.5.2011. s. 270-271 3 s. (Report series in aerosol science; vol. 126).

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Cross-Species Translation of Multi-way Biomarkers

Suvitaival, T., Huopaniemi, I., Oresic, M. & Kaski, S., 2011, Artificial neural networks and machine learning - ICANN 2011: 21st International Conference on Artificial Neural Networks, Espoo, Finland, June 14-17, 2011, Proceedings. Springer-Verlag, Vol. 1. s. 209-216 8 s. (Lecture Notes in Computer Science; vol. 6791).

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

2005

Bayesian unsupervised classification algorithms based on parallel search strategy

Corander, J., 2005, 55th Session of the International Statistical Institute, 5-12 April 2005, Sydney, Australia. -optinen levy (CR-ROM).

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review