Department of Computer Science

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  1. 2020
  2. 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

  3. 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

  4. Published

    Near-optimal induced universal graphs for cycles and paths

    Abrahamsen, Mikkel, Alstrup, Stephen, Holm, Jacob, Knudsen, M. B. T. & Stöckel, M., 2020, In: Discrete Applied Mathematics. 282, p. 1-13 13 p.

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

  5. Published

    Next Steps for Human-Computer Integration

    Mueller, F. F., Lopes, P., Strohmeier, P., Ju, W., Seim, C., Weigel, M., Nanayakkara, S., Obrist, M., Li, Z., Delfa, J., Nishida, J., Gerber, E. M., Svanaes, D., Grudin, J., Greuter, S., Kunze, K., Erickson, T., Greenspan, S., Inami, M., Marshall, J. & 6 others, Reiterer, H., Wolf, K., Meyer, J., Schiphorst, T., Wang, D. & Maes, P., 2020, CHI 2020 - Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, 15 p. 337624

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

  6. Published

    Oblivious sketching of high-degree polynomial kernels

    Ahle, T. D., Kapralov, M., Houen, Jakob Bæk Tejs, Pagh, R., Velingker, A., Woodruff, D. P. & Zandieh, A., 2020, 31st Annual ACM-SIAM Symposium on Discrete Algorithms, SODA 2020. Chawla, S. (ed.). Association for Computing Machinery, p. 141-160 20 p.

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

  7. Published

    On the Effects of Integrating Region-Based Memory Management and Generational Garbage Collection in ML

    Elsman, Martin & Hallenberg, N., 2020, Practical Aspects of Declarative Languages - 22nd International Symposium, PADL 2020, Proceedings. Komendantskaya, E. & Liu, Y. A. (eds.). Springer VS, p. 95-112 18 p. (Lecture Notes in Computer Science, Vol. 12007 LNCS).

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

  8. Published

    Position paper on COVID-19 imaging and AI: From the clinical needs and technological challenges to initial AI solutions at the lab and national level towards a new era for AI in healthcare

    Greenspan, H., Estepar, R. S. J., Niessen, W. J., Siegel, E. & Nielsen, Mads, 2020, In: Medical Image Analysis. 66, 11 p., 101800.

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

  9. Published

    Predicting Treatment Outcome in Major Depressive Disorder Using Serotonin 4 Receptor PET Brain Imaging, Functional MRI, Cognitive-, EEG-Based, and Peripheral Biomarkers: A NeuroPharm Open Label Clinical Trial Protocol

    Köhler-Forsberg, K., Jørgensen, Anders, Dam, V. H., Stenbæk, Dea Siggaard, Fisher, P. M., Ip, C. T., Ganz, Melanie, Poulsen, Henrik Enghusen, Giraldi, Annamaria Giovanna Elena, Ozenne, Brice Maxime Hugues, Jørgensen, Martin Balslev, Knudsen, Gitte Moos & Frøkjær, Vibe Gedsø, 2020, In: Frontiers in Psychiatry. 11, 15 p., 641.

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

  10. Published

    Quality of Life Technologies (definition)

    Wac, Katarzyna, 2020, Encyclopedia of Behavioral Medicine. Gellman, M. (ed.). 2 ed. Springer, 2 p.

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

  11. Published

    Railway Asset Detection and Geolocation

    Karagiannis, G., 2020, Department of Computer Science, Faculty of Science, University of Copenhagen.

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

  12. Published

    SIGCHI outstanding dissertation award: Shaping material experiences

    Strohmeier, P., 2020, CHI EA 2020 - Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, 8 p. 3386152

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

  13. Published

    SIGTYP 2020 Shared Task: Prediction of Typological Features

    Bjerva, J., Salesky, E., Mielke, S. J., Chaudhary, A., Giuseppe, C., Ponti, E. M., Vylomova, E., Cotterell, R. & Augenstein, Isabelle, 2020, Proceedings of the Second Workshop on Computational Research in Linguistic Typology. Association for Computational Linguistics, p. 1-11

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

  14. Published

    Semantic Representation and Inference for NLP

    Wang, D., 2020, Department of Computer Science, Faculty of Science, University of Copenhagen. 118 p.

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

  15. 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, 2020, In: NeuroImage. 205, 116240.

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

  16. Published

    Understanding behaviors in videos through behavior-specific dictionaries

    Ren, H., Liu, W., Olsen, Søren Ingvor, Escalera, S. & Moeslund, T. B., 2020, Researchgate.net, 58 p.

    Research output: Working paper › Preprint › Research

  17. Published

    Unsupervised Evaluation for Question Answering with Transformers

    Muttenthaler, L., Augenstein, Isabelle & Bjerva, J., 2020, Proceedings of the Third BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP. Association for Computational Linguistics, p. 83-90

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

  18. Published

    WikiBank: Using wikidata to improve multilingual frame-semantic parsing

    Sas, C., Beloucif, M. & Søgaard, Anders, 2020, LREC 2020 - 12th International Conference on Language Resources and Evaluation, Conference Proceedings. Calzolari, N., Bechet, F., Blache, P., Choukri, K., Cieri, C., Declerck, T., Goggi, S., Isahara, H., Maegaard, B., Mariani, J., Mazo, H., Moreno, A., Odijk, J. & Piperidis, S. (eds.). European Language Resources Association (ELRA), p. 4183-4189

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

  19. 2019
  20. 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

  21. 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

  22. 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

  23. 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

  24. 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

  25. 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

  26. Published

    A concurrent data collection environment for wasteful communication satellite system

    Skovsgaard, T., Sørensen, P. D., Dickson, L. J., Quarrie, L. O. B. & Vinter, B., 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. 189-197 9 p. (Concurrent Systems Engineering Series, Vol. 70).

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

  27. Published

    Advances in Quantitative Ethnography: First International Conference, ICQE 2019, Madison, WI, USA, October 20–22, 2019, Proceedings

    Eagan, B. (ed.), Misfeldt, Morten (ed.) & Siebert-Evenstone, A. (ed.), 2019, Springer. 360 p. (Communications in Computer and Information Science).

    Research output: Book/Report › Anthology › Research › peer-review

  28. Published

    Algorithms and AI in Education

    Hjuler, N. O. D., 2019, Department of Computer Science, Faculty of Science, University of Copenhagen.

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

  29. Published

    Approximation schemes for independent set and sparse subsets of polygons

    Adamaszek, A., Har-Peled, S. & Wiese, A., 2019, In: Journal of the ACM. 66, 4, 40 p., 29.

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

  30. Published

    Assessment of menstrual health status and evolution through mobile apps for fertility awareness

    Symul, L., Wac, Katarzyna, Hillard, P. & Salathé, M., 2019, In: npj Digital Medicine. 2, 10 p., 64.

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

  31. Published

    Augmented reality views for occluded interaction

    Lilija, K., Pohl, H., Boring, S. & Hornbæk, Kasper, 2019, CHI 2019 - Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, 12 p. 446

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

  32. Published

    Bigger buffer k-d trees on multi-many-core systems

    Gieseke, Fabian Cristian, Oancea, Cosmin Eugen, Mahabal, A., Igel, Christian & Heskes, T., 2019, High Performance Computing for Computational Science – VECPAR 2018: 13th International Conference, São Pedro, Brazil, September 17–19, 2018, Revised Selected Papers. Springer, p. 202-214 (Lecture Notes in Computer Science, Vol. 11333).

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

  33. Published

    CAS Assisted Proofs in Upper Secondary School Mathematics Textbooks

    Thomas Jankvist, U. & Misfeldt, Morten, 2019, In: REDIMAT - Journal of Research in Mathematics Education. 8, 3, p. 232-266 35 p.

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

  34. Published

    Cerebral serotonin transporter measurements with [11C]DASB: A review on acquisition and preprocessing across 21 PET centres

    Nørgaard, M., Ganz, Melanie, Svarer, C., Feng, L., Ichise, M., Lanzenberger, R., Lubberink, M., Parsey, R. V., Politis, M., Rabiner, E. A., Slifstein, M., Sossi, V., Suhara, T., Talbot, P. S., Turkheimer, F., Strother, S. C. & Knudsen, Gitte Moos, 2019, In: Journal of Cerebral Blood Flow and Metabolism. 39, 2, p. 210-222 13 p.

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

  35. Published

    Change in mammographic density across birth cohorts of Dutch breast cancer screening participants

    Napolitano, George, Lynge, Elsebeth, Lillholm, Martin, Vejborg, I. M. M., van Gils, C. H., Nielsen, Mads & Karssemeijer, N., 2019, In: International Journal of Cancer. 145, 11, p. 2954-2962 9 p.

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

  36. Published

    Charting Subtle Interaction in the HCI Literature

    Pohl, H., Muresan, A. & Hornbæk, Kasper, 2019, Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems - CHI '19. Association for Computing Machinery, 15 p. 418

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

  37. Published

    Chats with Bots: Balancing Imitation and Engagement

    Muresan, A. & Pohl, H., 2019, Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems - CHI '19. Association for Computing Machinery, 6 p. LBW0252

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

  38. Published

    Constructing light spanners deterministically in near-linear time

    Alstrup, Stephen, Dahlgaard, S., Filtser, A., Stöckel, M. & Wulff-Nilsen, Christian, 2019, 27th Annual European Symposium on Algorithms, ESA 2019. Bender, M. A., Svensson, O. & Herman, G. (eds.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, 15 p. 4. (Leibniz International Proceedings in Informatics, LIPIcs, Vol. 144).

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

  39. Published

    Deterministic Group Tractography with Local Uncertainty Quantification

    Holm, Andreas Nugaard, Feragen, A., Dela Haije, T. & Darkner, Sune, 2019, Computational Diffusion: International MICCAI Workshop, Granada,. Bonet-Carne, E., Grussu, F., Ning, L., Sepehrband, F. & Tax, C. M. W. (eds.). 226249 ed. Springer, p. 377-386 (Mathematics and Visualization).

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

  40. Published

    Differential geometry and stochastic dynamics with deep learning numerics

    Kühnel, L., Sommer, Stefan Horst & Arnaudon, A., 2019, In: Applied Mathematics and Computation. 356, p. 411-437 27 p.

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

  41. Published

    Effectiveness of CRT-D Versus ICD on Prevention of Electrical Storm: Big Data from the USA

    Shakibfar, Saeed, Yazdchi, M. & Aliakbaryhosseinabadi, S., 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019. Institute of Electrical and Electronics Engineers Inc., p. 302-304 3 p. 8857530

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

  42. Published

    Faster k-SAT algorithms using biased-PPSZ

    Hansen, T. D., Kaplan, H., Zamir, O. & Zwick, U., 2019, STOC: ACM Symposium on Theory of Computing. Association for Computing Machinery, p. 578-589

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

  43. Published

    Hardness of bichromatic closest pair with Jaccard similarity

    Pagh, R., Stausholm, N. M. & Thorup, Mikkel, 2019, 27th Annual European Symposium on Algorithms, ESA 2019. Bender, M. A., Svensson, O. & Herman, G. (eds.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, 13 p. 74. (Leibniz International Proceedings in Informatics, LIPIcs, Vol. 144).

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

  44. Published

    How we Guide, Write, and Cite at CHI

    Pohl, H. & Mottelson, A., 2019, CHI Conference on Human Factors in Computing Systems Extended Abstracts - CHI '19 EA. Association for Computing Machinery, p. 1-10 10 p. alt01

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

  45. Published

    Impact of device programming on the success of the first anti-tachycardia pacing therapy: An anonymized large-scale study

    Shakibfar, Saeed, Krause, Oswin, Lund-Andersen, Casper, Strycko, F., Moll, J., Andersen, Tariq Osman, Høgh Petersen, H., Svendsen, Jesper Hastrup & Igel, Christian, 2019, In: PLoS ONE. 14, 8, e0219533.

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

  46. 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

  47. 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

  48. 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

  49. 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

  50. 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

  51. 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

  52. 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

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