Department of Computer Science

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  1. 2019
  2. Published

    Jean-Pierre Brans: portrait of a fiery soul

    Brugha, C. M. & Krarup, J., 2019, In: Central European Journal of Operations Research. 27, 1, p. 275-281

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

  3. Published

    Latent Multi-Task Architecture Learning

    Ruder, S., Bingel, J., Augenstein, Isabelle & Søgaard, Anders, 2019, Proceedings of 33nd AAAI Conference on Artificial Intelligence, AAAI 2019. AAAI Press, p. 4822-4829

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

  4. Published

    Learning Language-Independent Representations of Verbs and Adjectives from Multimodal Retrieval

    Hansen, V. P. B. & Søgaard, Anders, 2019, Proceedings - 14th International Conference on Signal-Image Technology and Internet Based Systems, SITIS. IEEE, p. 427-434 8 p.

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

  5. Published

    Learning from Educational Data: Improving Methods and Theoretical Guarantees for Data Mining

    Lorenzen, S. S., 2019, Department of Computer Science, Faculty of Science, University of Copenhagen.

    Research output: Book/Report › Ph.D. thesis › Research

  6. Published

    Linear hashing is awesome

    Knudsen, M. B. T., 2019, In: SIAM Journal on Computing. 48, 2, p. 736-741 6 p.

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

  7. Published

    Measurement challenge: protocol for international case–control comparison of mammographic measures that predict breast cancer risk

    Dench, E., Bond-smith, D., Darcey, E., Lee, G., Aung, Y. K., Chan, A., Cuzick, J., Ding, Z. Y., Evans, C. F., Harvey, J., Highnam, R., Hsieh, M., Kontos, D., Li, S., Mariapun, S., Nickson, C., Nguyen, T. L., Pertuz, S., Procopio, P., Rajaram, N. & 12 others, Repich, K., Tan, M., Teo, S., Trinh, N. H., Ursin, G., Wang, C., Dos-santos-silva, I., Mccormack, V., Nielsen, Mads, Shepherd, J., Hopper, J. L. & Stone, J., 2019, In: BMJ Open. 9, 12, p. 1-6 e031041.

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

  8. Published

    Multi-domain adaptation in brain MRI through paired consistency and adversarial learning

    Orbes-Arteaga, M., Varsavsky, T., Sudre, C. H., Eaton-Rosen, Z., Haddow, L. J., Sørensen, L., Nielsen, Mads, Pai, A., Ourselin, S., Modat, M., Nachev, P. & Cardoso, M. J., 2019, Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data First MICCAI Workshop, DART 2019 and First International Workshop, MIL3ID 2019 Shenzhen, Held in Conjunction with MICCAI 2019 Shenzhen, 2019 Proceedings. Wang, Q., Milletari, F., Rieke, N., Nguyen, H. V., Roysam, B., Albarqouni, S., Cardoso, M. J., Xu, Z., Kamnitsas, K., Patel, V., Jiang, S., Zhou, K., Luu, K. & Le, N. (eds.). Springer VS, p. 54-62 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 11795 LNCS).

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

  9. Published

    Multi-view Consensus CNN for 3D Facial Landmark Placement

    Paulsen, R. R., Juhl, K. A., Haspang, T. M., Hansen, T., Ganz, Melanie & Einarsson, G., 2019, Computer Vision – ACCV 2018: 14th Asian Conference on Computer Vision, Perth, Australia, December 2–6, 2018, Revised Selected Papers, Part I. Springer, p. 706-719 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 11361 LNCS).

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

  10. Published

    Muscle fibre morphology and microarchitecture in cerebral palsy patients obtained by 3D synchrotron X-ray computed tomography

    Borg, L., Sporring, Jon, Dam, Erik Bjørnager, Dahl, V. A., Dyrby, T. B., Feidenhans'l, Robert Krarup, Dahl, A. B. & Pingel, Jessica, 2019, In: Computers in Biology and Medicine. 107, p. 265-269 5 p.

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

  11. Published

    On the initialization of long short-term memory networks

    Mehdipour Ghazi, Mostafa, Nielsen, Mads, Pai, A., Modat, M., Cardoso, M. J., Ourselin, S. & Sørensen, L., 2019, Neural Information Processing - 26th International Conference, ICONIP 2019, Proceedings. Gedeon, T., Wong, K. W. & Lee, M. (eds.). Springer VS, p. 275-286 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 11953 LNCS).

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

  12. Published

    Optimization of preprocessing strategies in Positron Emission Tomography (PET) neuroimaging: A [11C]DASB PET study

    Nørgaard, M., Ganz, Melanie, Svarer, C., Frokjaer, V. G., Greve, D. N., Strother, S. C. & Knudsen, Gitte Moos, 2019, In: NeuroImage. 199, p. 466-479 14 p.

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

  13. Published

    Predicting Electrical Storm Using Episodes’ Parameters from ICD Recorded Data*

    Shakibfar, Saeed, Yazdchi, M. & Aliakbaryhosseinabadi, S., 2019, 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE, p. 4885-4888

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

  14. Published

    Preprocessing, Prediction and Significance: Framework and Application to Brain Imaging

    Nørgaard, M., Ozenne, Brice Maxime Hugues, Svarer, C., Frokjaer, V. G., Schain, M., Strother, S. C. & Ganz, Melanie, 2019, Medical Image Computing and Computer Assisted Intervention – MICCAI 2019: 22nd International Conference, Shenzhen, China, October 13–17, 2019, Proceedings, Part IV. Shen, D., Liu, T., Peters, T. M., Staib, L. H., Essert, C. & Zhou, S. (eds.). Springer, Vol. 11764. p. 196-204 9 p. (Lecture Notes in Computer Science, Vol. 11767).

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

  15. Published

    Privacy-Preserving Crowd-Sourcing of Web Searches with Private Data Donor

    Primault, V., Lampos, V., Cox, Ingemar Johansson & De Cristofaro, E., 2019, WWW '19: The Web Conference 2019. Association for Computing Machinery, p. 1487-1497

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

  16. Published

    SMEIL: A domain-specific language for synchronous message exchange networks

    Asheim, T., 2019, Communicating Process Architectures 2017 and 2018, WoTUG-39 and WoTUG-40 - Proceedings of CPA 2017 (WoTUG-39) and Proceedings of CPA 2018 (WoTUG-40). Pedersen, J. B., Chalmers, K., Broenink, J. F., Vinter, B., Vella, K., Welch, P. H., Smith, M. L. & Skovhede, K. (eds.). IMIA and IOS Press, p. 389-414 (Concurrent Systems Engineering Series, Vol. 70).

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

  17. Published

    Segmentation of 2D and 3D Objects with Intrinsically Similarity Invariant Shape Regularisers

    Hansen, J. D. K. & Lauze, Francois Bernard, 2019, Scale Space and Variational Methods in Computer Vision - 7th International Conference, SSVM 2019, Proceedings. Lellmann, J., Modersitzki, J. & Burger, M. (eds.). Springer, p. 369-380 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 11603 LNCS).

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

  18. Published

    Sensitivity of screening mammography by density and texture: a cohort study from a population-based screening program in Denmark

    von Euler-Chelpin, My Catarina, Lillholm, Martin, Vejborg, I., Nielsen, Mads & Lynge, Elsebeth, 2019, In: Breast Cancer Research. 21, 1

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

  19. Published

    Small steps in physics simulation

    Macklin, M., Storey, K., Lu, M., Terdiman, P., Chentanez, N., Jeschke, S. & Müller, M., 2019, SCA '19: Proceedings of the 18th annual ACM SIGGRAPH/Eurographics Symposium on Computer Animation. ACM Association for Computing Machinery, p. 1-7

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

  20. Published

    Stereotyping in Globally distributed Collaboration: A CSCW Thesis on Global Software Development.

    Matthiesen, S., 2019, Department of Computer Science, Faculty of Science, University of Copenhagen.

    Research output: Book/Report › Ph.D. thesis › Research

  21. Published

    Structural connectivity analysis using finsler geometry

    Dela Haije, T., Savadjiev, P., Fuster, A., Schultz, R. T., Verma, R., Florack, L. & Westin, C. F., 2019, In: SIAM Journal on Imaging Sciences. 12, 1, p. 551-575 25 p.

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

  22. Published

    The Influence of Hand Size on Touch Accuracy

    Larsen, J. N., Jacobsen, T. H., Boring, S., Bergström, Joanna & Pohl, H., 2019, Proceedings of the 21st International Conference on Human-Computer Interaction with Mobile Devices and Services. Association for Computing Machinery, 11 p. 4

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

  23. Published

    The PCNA interaction motifs revisited: thinking outside the PIP-box

    Prestel, Andreas, Wichmann, N., Martins, J. M., Marabini, R., Kassem, N., Broendum, S. S., Otterlei, M., Nielsen, Olaf, Willemoës, Martin, Ploug, Michael, Boomsma, Wouter & Kragelund, Birthe Brandt, 2019, In: Cellular and Molecular Life Sciences. 76, 24, p. 4923-4943

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

  24. Published

    The structure of the serotonin system: a PET imaging study

    Beliveau, V., Ozenne, Brice Maxime Hugues, Strother, S., Greve, D. N., Svarer, C., Knudsen, Gitte Moos & Ganz, Melanie, 2019, In: Journal of Cerebral Blood Flow and Metabolism. 39, p. 614-615 2 p.

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

  25. Published

    Training recurrent neural networks robust to incomplete data: application to Alzheimer’s disease progression modeling

    Mehdipour Ghazi, Mostafa, Nielsen, Mads, Pai, A. S. U., Cardoso, M. J., Modat, M., Ourselin, S. & Sørensen, L., 2019, In: Medical Image Analysis. 53, p. 39-46

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

  26. Published

    Transfer Learning for Unsupervised Influenza-like Illness Models from Online Search Data

    Zou, B., Lampos, V. & Cox, Ingemar Johansson, 2019, WWW '19: The World Wide Web Conference. Association for Computing Machinery, p. 2505-2516

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

  27. Published

    UNSUPERVISED MACHINE LEARNING ON BASELINE BRAIN MRI IDENTIFIES MCI SUBGROUP WITH A FASTER DECLINE OVER TWO YEARS COMPARED TO CLASSICAL HIPPOCAMPAL SPARING AD SUBTYPE

    Sørensen, L., Pai, A., Nielsen, Mads, Leverenz, J. B. & Pillai, J. A., 2019, In: Alzheimer's & Dementia. 15, 7, p. P1420 1 p., P4-326.

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

  28. Published

    X-WikiRE: A Large, Multilingual Resource for Relation Extraction as Machine Comprehension

    Abdou, M., Sas, C., Aralikatte, R., Augenstein, Isabelle & Søgaard, Anders, 2019, Proceedings of the 2nd Workshop on Deep Learning Approaches for Low-Resource NLP (DeepLo 2019). Association for Computational Linguistics, p. 265-274

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

  29. Published

    Knowledge Distillation for Semi-supervised Domain Adaptation

    Orbes-Arteaga, M., Cardoso, J., Sørensen, L., Igel, Christian, Ourselin, S., Modat, M., Nielsen, Mads & Pai, A., 1 Jan 2019, OR 2.0 Context-Aware Operating Theaters and Machine Learning in Clinical Neuroimaging - 2nd International Workshop, OR 2.0 2019, and 2nd International Workshop, MLCN 2019, Held in Conjunction with MICCAI 2019, Proceedings. Zhou, L., Sarikaya, D., Kia, S. M., Speidel, S., Malpani, A., Hashimoto, D., Habes, M., Löfstedt, T., Ritter, K. & Wang, H. (eds.). Springer VS, p. 68-76 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 11796 LNCS).

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

  30. Published

    Non-empty Bins with Simple Tabulation Hashing

    Aamand, Anders & Thorup, Mikkel, 2 Jan 2019, Proceedings of the Thirtieth Annual ACM-SIAM Symposium on Discrete Algorithms. Chan, T. M. (ed.). Society for Industrial and Applied Mathematics, p. 2498-2512

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

  31. Published

    Solving inverse kinematics using exact Hessian matrices

    Erleben, Kenny & Andrews, S., Feb 2019, In: Computers & Graphics. 78, p. 1-11

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

  32. Published

    Exploring dynamic load imbalance solutions with the CoMD proxy application

    Pearce, O., Ahmed, H., Larsen, R. W., Pirkelbauer, P. & Richards, D. F., 1 Mar 2019, In: Future Generation Computer Systems. 92, p. 920-932

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

  33. Published

    Compositional deep learning in Futhark

    Tran, D. M., Henriksen, Troels & Elsman, Martin, 18 Aug 2019, FHPNC 2019 - Proceedings of the 8th ACM SIGPLAN International Workshop on Functional High-Performance and Numerical Computing, co-located with ICFP 2019. Zocca, M. (ed.). Association for Computing Machinery, p. 47-59

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

  34. Published

    U-Time: A Fully Convolutional Network for Time Series Segmentation Applied to Sleep Staging

    Perslev, Mathias, Hejselbak Jensen, M., Darkner, Sune, Jørgen Jennum, P. & Igel, Christian, 1 Oct 2019, Advances in Neural Information Processing Systems 32 (NIPS 2019). NIPS Proceedings, Vol. 32. p. 4415-4426

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

  35. 2020
  36. Published

    A Complete Characterization of Infinitely Repeated Two-Player Games having Computable Strategies with no Computable Best Response under Limit-of-Means Payoff

    Dargaj, J. & Simonsen, Jakob Grue, 2020, EC 2020 - Proceedings of the 21st ACM Conference on Economics and Computation. Association for Computing Machinery, p. 69-70 2 p. 3399520

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

  37. Published

    A Formally Verified Static Analysis Framework for Compositional Contracts

    Henglein, Fritz, Larsen, C. K. & Murawska, A., 2020. 18 p.

    Research output: Contribution to conference › Paper › Research › peer-review

  38. Published

    Back to the Future: Sequential Alignment of Text Representations

    Bjerva, J., Kouw, W. M. & Augenstein, Isabelle, 2020, Proceedings of the 34th AAAI Conference on Artificial Intelligence. AAAI Press, 8 p.

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

  39. Published

    Carbontracker: Tracking and Predicting the Carbon Footprint of Training Deep Learning Models

    Anthony, L. F. W., Kanding, B. & Selvan, Raghav, 2020. 11 p.

    Research output: Contribution to conference › Paper › Research › peer-review

  40. Published

    Chronic Obstructive Pulmonary Disease Quantification Using CT Texture Analysis and Densitometry: Results From the Danish Lung Cancer Screening Trial

    Sørensen, L., Nielsen, Mads, Petersen, Jens, Pedersen, J. H., Dirksen, A. & de Bruijne, Marleen, 2020, In: American Journal of Roentgenology. 214, 6, p. 1269-1279

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

  41. Published

    Compiling generalized histograms for GPU

    Henriksen, Troels, Hellfritzsch, S., Sadayappan, P. & Oancea, Cosmin Eugen, 2020, Proceedings of SC 2020: International Conference for High Performance Computing, Networking, Storage and Analysis. IEEE, 9355244

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

  42. Published

    Context Matters in Disorder Based Protein Communication

    Kragelund, Birthe Brandt, Prestel, Andreas, Wickmann, N., Martins, J., Boomsma, Wouter, Staby, L., Hendus-Altenburger, R. & Skriver, Karen, 2020, In: Biophysical Journal. 118, 3, suppl. 1, p. 491A 2407-Plat.

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

  43. Published

    Effects of Sleep Deprivation on Blood Glucose, Food Cravings, and Affect in a Non-Diabetic: An N-of-1 Randomized Pilot Study

    Daza, E. J., Wac, Katarzyna & Oppezzo, M., 2020, In: Healthcare. 8, 1, 17 p., 6.

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

  44. Published

    Expander graphs are non-malleable codes

    Rasmussen, Peter Michael Reichstein & Sahai, A., 2020, 1st Conference on Information-Theoretic Cryptography, ITC 2020. Kalai, Y. T., Smith, A. D. & Wichs, D. (eds.). Schloss Dagstuhl - Leibniz-Zentrum für Informatik, p. 1-10 6. (Leibniz International Proceedings in Informatics, LIPIcs, Vol. 163).

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

  45. Published

    Exploiting Easiness and Overcoming Delays in Online Learning

    Thune, T. S., 2020, Department of Computer Science, Faculty of Science, University of Copenhagen.

    Research output: Book/Report › Ph.D. thesis › Research

  46. Published

    Fast hashing with strong concentration bounds

    Aamand, Anders, Knudsen, J. B. T., Knudsen, M. B. T., Rasmussen, Peter Michael Reichstein & Thorup, Mikkel, 2020, STOC 2020 - Proceedings of the 52nd Annual ACM SIGACT Symposium on Theory of Computing. Makarychev, K., Makarychev, Y., Tulsiani, M., Kamath, G. & Chuzhoy, J. (eds.). Association for Computing Machinery, p. 1265-1278 (Proceedings of the Annual ACM Symposium on Theory of Computing).

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

  47. Published

    Human accuracy in mobile data collection

    van Berkel, N., Goncalves, J., Wac, Katarzyna, Hosio, S. & Cox, A. L., 2020, In: International Journal of Human Computer Studies. 137, 4 p., 102396.

    Research output: Contribution to journal › Editorial › Research › peer-review

  48. Published

    Imperative versus Declarative Process Mining: An Empirical Comparison

    Back, C.O., Debois, S. & Slaats, Tijs, 2020, Department of Computer Science, University of Copenhagen, 14 p.

    Research output: Working paper › Research

  49. Published

    Inducing Language-Agnostic Multilingual Representations

    Zhao, W., Eger, S., Bjerva, J. & Augenstein, Isabelle, 2020, In: arXiv.org. CoRR 2020, 12 p.

    Research output: Contribution to journal › Journal article › Research

  50. Published

    Inflammatory pathway analytes predicting rapid cognitive decline in MCI stage of Alzheimer’s disease

    Pillai, J. A., Bena, J., Bebek, G., Bekris, L. M., Bonner-Jackson, A., Kou, L., Pai, A., Sørensen, L., Nielsen, Mads, Rao, S. M., Chance, M., Lamb, B. T. & Leverenz, J. B., 2020, In: Annals of Clinical and Translational Neurology. 7, 7, p. 1225-1239 15 p.

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

  51. Published

    Køpsala: Transition-Based Graph Parsing via Efficient Training and Effective Encoding

    Hershcovich, Daniel, De Lhoneux, M., Kulmizev, A., Pejhan, E. & Nivre, J., 2020, Proceedings of the 16th International Conference on Parsing Technologies and the IWPT 2020 Shared Task on Parsing into Enhanced Universal Dependencies. Association for Computational Linguistics, p. 236-244

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

  52. Published

    Minimum perimeter-sum partitions in the plane

    Abrahamsen, Mikkel, de Berg, M., Buchin, K., Mehr, M. & Mehrabi, A. D., 2020, In: Discrete & Computational Geometry. 63, p. 483–505

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

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