Computational and RNA Biology

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  1. 2024
  2. Published

    AI Implementation and Capability Development in Manufacturing: An Action Research Case

    Eklöf, Jon, Snis, U. L., Hamelryck, Thomas Wim, Grima, A. & Rønning, Ola, 2024, Proceedings of the 57th Hawaii International Conference on System Sciences - HICSS 2024. Hawaii International Conference on System Sciences, 10 p.

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  3. 2023
  4. Published

    Variational Open-Domain Question Answering

    Liévin, V., Motzfeldt, A. G., Jensen, I. R. & Winther, Ole, 2023, In: Proceedings of Machine Learning Research. 202, p. 20950-20977 28 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  5. 2021
  6. Published

    Efficient Generative Modelling of Protein Structure Fragments using a Deep Markov Model

    Thygesen, Christian Bahne, Al-Sibahi, A. S., Steenmanns, C. S., Sanz Moreta, Lys, Sørensen, A. B. & Hamelryck, Thomas Wim, 2021, International Conference on Machine Learning, 18-24 July 2021, Virtual. PMLR, p. 10258-10267 (Proceedings of Machine Learning Research, Vol. 139).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  7. Published

    Time-efficient Bayesian Inference for a (Skewed) von Mises Distribution on the Torus in a Deep Probabilistic Programming Language

    Rønning, Ola, Ley, C., Mardia, K. V. & Hamelryck, Thomas Wim, 2021, 2021 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems (MFI). IEEE, p. 1-8

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  8. 2020
  9. Published

    Bayesian protein superposition using Hamiltonian Monte Carlo

    Sanz Moreta, Lys, Al-Sibahi, A. S. & Hamelryck, Thomas Wim, Oct 2020, Proceedings - IEEE 20th International Conference on Bioinformatics and Bioengineering, BIBE 2020. IEEE, p. 1-11 9288019

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  10. Published

    Genome wide association study of circulating interleukin 6 levels identifies novel loci

    Ahluwalia, T. S., Armstrong, N. J., Aslibekyan, S., Beekman, M., Cheng, Y., deGeus, E., Delgado, G. E., Marek, D., Kanoni, S., Nolte, I. M., Porcu, E., Seppala, I., Standl, M., Teumer, A., Thalamuthu, A., Trompet, S., Benjamin, E. J., Feitosa, M. F., Homuth, G., Lahti, J. & 30 others, Liu, Y., Timpson, N. J., Visvikis-Siest, S., Voelker, U., Baune, B. T., Boomsma, D., Deary, I. J., Evans, D. M., Ferreira, M. A., Gaunt, T., Gudnason, V., Hamsten, A., Humphries, S. E., Koeing, W., Kumari, M., Lawlor, D. A., Nauck, M., Price, J. F., Sørensen, Thorkild I.A., Stacey, D., Stathopoulou, M. G., Tanaka, T., Wannamethee, S. G., Rotter, J. I., Dehghan, A., Boerwinkle, E., Sneider, H., Psaty, B. M., Prins, B. P. & Alizadeh, B. Z., 2020, In: European Journal of Human Genetics. 28, Supplement 1, p. 307-308 2 p.

    Research output: Contribution to journal › Conference abstract in journal › Research › peer-review

  11. Published

    Optimal Variance Control of the Score-Function Gradient Estimator for Importance Weighted Bounds

    Liévin, V., Dittadi, A., Christensen, Anders & Winther, Ole, 2020, In: Advances in Neural Information Processing Systems. 2020-December, 12 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  12. 2019
  13. Published

    A Probabilistic Programming Approach to Protein Structure Superposition

    Sanz Moreta, Lys, Al-Sibahi, A. S., Theobald, D., Bullock, W., Rommes, B. N., Manoukian, Andreas & Hamelryck, Thomas Wim, 2019, 2019 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2019. Baruzzo, G., Daberdaku, S., Di Camillo, B., Furini, S., Giordano, E. D. & Nicosia, G. (eds.). IEEE, 5 p. 8791469

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  14. 2018
  15. Published

    FoxA1 in synergy with IFNβ controls PDL1 expression in anti-inflammatory T cells via binding to a 60-nucleotide region in the Pdl1 promoter

    Hadi, M., Rasmussen, L. M., Kosicki, M., Carlsson, R. & Issazadeh-Navikas, Shohreh, Oct 2018, p. 596-597.

    Research output: Contribution to conference › Conference abstract for conference › Research

  16. Published

    Genomic insights into early maritime adaptations in Western Patagonia

    jxb425, jxb425, Moreno Mayar, J. Víctor, Alfonso-Durruty, M., Morello, F., Vilar, M., Wells, S., Campos, P. & Willerslev, Eske, 2018, p. 64. 1 p.

    Research output: Contribution to conference › Conference abstract for conference › Research

  17. Published

    Probabilistic Programming for Voucher Information Extraction: Preliminary Practical Experiences

    Al-Sibahi, A. S., Hamelryck, Thomas Wim & Henglein, Fritz, 2018.

    Research output: Contribution to conference › Poster › Research

  18. 2017
  19. Published

    Deep Recurrent Conditional Random Field Network for Protein Secondary Prediction

    Johansen, A. R., Sønderby, C. K., Sønderby, S. K. & Winther, O., 2017, ACM-BCB '17: Proceedings of the 8th ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics. p. 73-78 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  20. Published

    Discrete structural dynamics of pseudo-palindromic motifs control DNA binding of bacterial toxin-antitoxin complexes

    Brodersen, D. E., Bendtsen, K. L., Xu, K., Luckmann, M., Winther, K. S., Shah, S. A. & Pedersen, C. N. S., 2017, In: F A S E B Journal. 31, S1, 1 p., 777.2.

    Research output: Contribution to journal › Conference abstract in journal › Research › peer-review

  21. 2016
  22. Published

    Autoencoding beyond pixels using a learned similarity metric

    Larsen, A. B. L., Sønderby, S. K., Larochelle, H. & Winther, Ole, 2016, Proceedings of The 33rd International Conference on Machine Learning. Balcan, M. F. & Weinberger, K. Q. (eds.). p. 1558–1566 9 p. (JMLR: Workshop and Conference Proceedings, Vol. 48).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  23. Published

    Ladder variational autoencoders

    Sønderby, C. K., Raiko, T., Maaløe, L., Sønderby, S. K. & Winther, Ole, 2016, Advances in Neural Information Processing Systems 29 (NIPS 2016). Lee, D. D., Sugiyama, M., Luxburg, U. V., Guyon, I. & Garnett, R. (eds.). Curran Associates, Inc., p. 3745-3753 9 p. (Advances in Neural Information Processing Systems, Vol. 29).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  24. Published

    Sequential neural models with stochastic layers

    Fraccaro, M., Sønderby, S. K., Paquet, U. & Winther, Ole, 2016, Neural Information Processing Systems 2016. Lee, D. D., Sugiyama, M., Luxburg, U. V., Guyon, I. & Garnett, R. (eds.). Neural Information Processing Systems Foundation, p. 2207-2215 9 p. (Advances in Neural Information Processing Systems, Vol. 29).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  25. 2015
  26. Published

    Convolutional LSTM networks for subcellular localization of proteins

    Sønderby, S. K., Sønderby, C. K., Nielsen, H. & Winther, Ole, 2015, Algorithms for Computational Biology. Dediu, A-H., Hernández-Quiroz, F., Martín-Vide, C. & Rosenblueth, D. A. (eds.). Springer, p. 68-80 13 p. (Lecture notes in computer science, Vol. 9199).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  27. 2013
  28. Published

    Combining the multicanonical ensemble with generative probabilistic models of local biomolecular structure

    Frellsen, J., Hamelryck, Thomas Wim & Ferkinghoff-Borg, J., 2013, Proceedings of the 59th World Statistics Congress of the International Statistical Institute, 2013 . Hague, p. 139-144 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research

  29. Published

    Improving The Analysis Of Gene Expression Profiles By Comparing AML Blasts With Their Nearest Normal Counterparts

    Rapin, N., Bagger, F. O., Jendholm, J., Mora-Jensen, H. I., Krogh, Anders, Kohlmann, A., Thiede, C., Borregaard, N., Bullinger, L., Winther, Ole, Theilgaard-Mønch, Kim & Porse, Bo Torben, 2013, In: Blood. 122, 21

    Research output: Contribution to journal › Conference abstract in journal › Research › peer-review

  30. 2012
  31. Published

    Predictive active set selection methods for Gaussian processes

    Henao, R. & Winther, Ole, 2012, In: Neurocomputing. 80, p. 10-18 9 p.

    Research output: Contribution to journal › Conference article › Research › peer-review

  32. 2011
  33. Published

    A statistical view on the reference ratio method

    Mardia, K., Frellsen, J., Borg, M., Ferkinghoff-Borg, J. & Hamelryck, Thomas Wim, 2011. 6 p.

    Research output: Contribution to conference › Paper › Research

  34. Published

    Efficient, non-disruptive local moves for Monte Carlo sampling of proteins

    Bottaro, S., Boomsma, Wouter, Johansson, Kristoffer Enøe, Andreetta, C., Hamelryck, Thomas Wim & Ferkinghoff-Borg, J., 2011, Next Generation Statistics in Biosciences: Proceedings of the 30th Leeds Annual Statistical Research (LASR) Workshop. Mardia, K. V., Gusnanto, A., Riley, A. D. & Voss, J. (eds.). University of Leeds, p. 127 1 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference abstract in proceedings › Research

  35. Published

    Iterative ratio method: a formal justification for the potentials of mean force

    Valentin, J., Andreetta, C., Paluszewski, M., Borg, M., Frellsen, J., Paulsen, J., Boomsma, Wouter, Bottaro, S., Ferkinghoff-Borg, J. & Hamelryck, Thomas Wim, 2011. 1 p.

    Research output: Contribution to conference › Poster › Research

  36. 2009
  37. Published

    A probabilistic approach to protein structure prediction: PHAISTOS in CASP8

    Borg, M., Boomsma, Wouter, Ferkinghoff-Borg, J., Frellsen, J., Harder, T. P., Mardia, K., Røgen, P., Stovgaard, K. & Hamelryck, Thomas Wim, 2009, LASR 2009 — Statistical Tools for Challenges in Bioinformatics. Proceedings. Gusnanto, A., Mardia, K. V. & Fallaize, C. J. (eds.). University of Leeds, p. 65-70 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  38. Published

    Maximum likelihood estimation of weight matrices for targeted homology search

    Menzel, P., Gorodkin, Jan & Stadler, P. F., 2009, Proceedings of the German Conference on Bioinformatics 2009. Grosse, I., Neumann, S., Posch, S., Schreiber, F. & Stadler, P. (eds.). Gesellschaft für Informatik, p. 211-220 10 p. (Lecture Notes in Informatics).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  39. Published

    Uncovering commensal bacteria-plant interaction: characterisation of bacterial endophytes and their population structures in the model plant Arabidopsis thaliana

    Paiva, D. S., Klepac-Ceraj, V., Lemon, K., Kolter, R., Frigaard, Niels-Ulrik, Gautier, L. & Sakuragi, Y., 2009.

    Research output: Contribution to conference › Conference abstract for conference › Research

  40. 2008
  41. Published

    57miRNA regulation during oncogene-induced senescence


    Christoffersen, N. R., Frankel, Lisa, Klausen, M., Jacobsen, A., Krogh, Anders & Lund, Anders H., May 2008.

    Research output: Contribution to conference › Conference abstract for conference › Research

  42. Published

    Protein Decoy Generation Using Branch and Bound with Efficient Bounding

    Paluszewski, M. & Winter, Pawel, 2008, Algorithms in Bioinformatics: 8th International Workshop, WABI 2008, Karlsruhe, Germany, September 15-19, 2008, Proceedings. Crandall, K. A. & Lagergren, J. (eds.). Springer, p. 382-393 12 p. (Lecture Notes in Computer Science : Lecture Notes in Bioinformatics; No. 5251).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  43. Published

    Protein Structure Prediction Using Bee Colony Optimization Metaheuristic: Extended Abstract

    Fonseca, R., Paluszewski, M. & Winter, Pawel, 2008, In: Koebenhavns Universitet. Datalogisk Institut. Rapport. 12, 11 p.

    Research output: Contribution to journal › Conference abstract in journal › Research

  44. 2007
  45. Published

    Prediction of Structurally-Determined Coiled-Coil Domains with Hidden Markov Models

    Fariselli, P., Molinini, D., Casadio, R. & Krogh, Anders, 2007, Bioinformatics Research and Development: First International Conference, BIRD 2007 Proceedings. Hochreiter, S. & Wagner, R. (eds.). Springer, p. 292-302 11 p. (Lecture Notes in Bioinformatics, Vol. 4414).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  46. 2006
  47. Published

    Graphical models and directional statistics capture protein structure

    Boomsma, Wouter, Kent, J. T., Mardia, K. V., Taylor, C. C. & Hamelryck, Thomas Wim, 2006, Interdisciplinary Statistics and Bioinformatics. Barber, S., Baxter, P. D., Mardia, K. V. & Walls, R. E. (eds.). Leeds University Press, p. 91-94 4 p.

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  48. Published

    Protein structure prediction using tabu search and half-sphere exposure measure

    Paluszewski, M., Hamelryck, Thomas Wim & Winter, Pawel, 2006.

    Research output: Contribution to conference › Poster › Research

  49. 2005
  50. Published

    Evolving hidden Markov models for protein secondary structure prediction

    Won, K. J., Hamelryck, Thomas Wim, Prügel-Bennett, A. & Krogh, Anders, 2005, The 2005 IEEE Congress on Evolutionary Computation, IEEE CEC 2005: Proceedings. IEEE, Vol. 3. p. 33-40 8 p.

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  51. 2004
  52. Published

    The Block Hidden Markov Model for Biological Sequence Analysis

    Won, K. J., Prügel-Bennett, A. & Krogh, Anders, 2004, Knowledge-BasedIntelligent Informationand Engineering Systems: 8th International Conference, KES 2004, Proceedings. Negoita, M. G., Howlett, R. J. & Jain, L. (eds.). Springer, Vol. 1. p. 64-70 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 3213).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  53. 2001
  54. Published

    The remarkable chlorosome

    Frigaard, Niels-Ulrik, Vassilieva, E. V., Li, H., Milks, K. J., Zhao, J. & Bryant, D. A., 2001, Proceedings of the 12th International Congress on Photosynthesis. CSIRO Publishing, p. S1-003 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review