Nielsen, T. D., Ladefoged, A. B., Bech-Azeddine, R., Møller, C., Jensen, T. S., Andersen, M. Ø.
, Karras, P. & Rasmussen, M. M. (2022).
A Danish nationwide predictive model of 1-year patient satisfaction following routine surgical treatment for cervical radiculopathy; a methodological comparative study applying supervised machine learning.
Brain and Spine,
2(Supplement 1), Article 100946 .
https://doi.org/10.1016/j.bas.2022.100946
Neerbek, J., Dolog, P.
& Assent, I. (2019).
Selective Training: A Strategy for Fast Backpropagation on Sentence Embeddings. In Q. Yang, M.-L. Zhang, Z. Gong, S.-J. Huang & Z.-H. Zhou (Eds.),
Advances in Knowledge Discovery and Data Mining - 23rd Pacific-Asia Conference, PAKDD 2019, Proceedings: PAKDD '19 (pp. 40-53). Springer.
https://doi.org/10.1007/978-3-030-16142-2_4
Neerbek, J., Assent, I. & Dolog, P. (2018).
Detecting Complex Sensitive Information via Phrase Structure in Recursive Neural Networks. In D. Phung, V. S. Tseng, G. I. Webb, B. Ho, M. Ganji & L. Rashidi (Eds.),
Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia Conference, PAKDD 2018, Proceedings: PAKDD '18 (Vol. 10939, pp. 373-385). Springer VS.
https://doi.org/10.1007/978-3-319-93040-4_30
Neerbek, J., Eskildsen, M., Dolog, P.
& Assent, I. (2020).
A real-world data resource of complex sensitive sentences based on documents from the Monsanto trial. In N. Calzolari, F. Bechet, P. Blache, K. Choukri, C. Cieri, T. Declerck, S. Goggi, H. Isahara, B. Maegaard, J. Mariani, H. Mazo, A. Moreno, J. Odijk & S. Piperidis (Eds.),
LREC 2020 - 12th International Conference on Language Resources and Evaluation, Conference Proceedings (pp. 1258-1267). European Language Resources Association.
Müller, E.
, Assent, I., Günnemann, S., Gerwert, P., Hannen, M., Jansen, T. & Seidl, T. (2011).
A Framework for Evaluation and Exploration of Clustering Algorithms in Subspaces of High Dimensional Databases. In T. Härder, W. Lehner, B. Mitschang, H. Schöning & H. Schwarz (Eds.),
Proceedings of the 14th GI Conference on Database Systems for Business, Technology, and the Web (BTW 2011) (pp. 347-366). Gesellschaft für Informatik e.V..
Müller, E.
, Assent, I., Günnemann, S., Seidl, T. & Dy, J. (2015).
MultiClust special issue on discovering, summarizing and using multiple clusterings.
Machine Learning,
98(1-2), 1-5.
https://doi.org/10.1007/s10994-014-5445-0
Mottin, D., Marascu, A., Roy, S. B., Das, G., Palpanas, T. & Velegrakis, Y. (2016).
A holistic and principled approach for the empty-answer problem.
VLDB Journal,
25(4), 597-622.
https://doi.org/10.1007/s00778-016-0431-8
Mottin, D., Marascu, A., Roy, S. B., Das, G., Palpanas, T. & Velegrakis, Y. (2014).
IQR: An interactive query relaxation system for the empty-answer problem. In
SIGMOD 2014 - Proceedings of the 2014 ACM SIGMOD International Conference on Management of Data (pp. 1095-1098). Association for Computing Machinery, Inc..
https://doi.org/10.1145/2588555.2594512
Mottin, D., Grasnick, B., Kroschk, A., Siegler, P. & Mueller, E. (2018).
Notable Characteristics Search through Knowledge Graphs. In
Advances in Database Technology — EDBT 2018: 21st International Conference on Extending Database Technology, Proceedings (Vol. 2018, pp. 429-432). openproceedings.org.
https://openproceedings.org/2018/conf/edbt/paper-213.pdf
Mortensen, K. O., Zardbani, F., Haque, M. A., Agustsson, S. Y., Mottin, D., Hofmann, P. & Karras, P. (2023).
Marigold: Efficient k-means Clustering in High Dimensions.
Proceedings of the VLDB Endowment,
16(7), 1740-1748.
https://doi.org/10.14778/3587136.3587147
Micenková, B., Ng, R. T.
, Dang, X.-H. & Assent, I. (2013).
Explaining outliers by subspace separability. In H. Xiong, G. Karypis, B. Thuraisingham, D. Cook & X. Wu (Eds.),
Proceedings, IEEE 13th International Conference on Data Mining (ICDM 2013) (pp. 518 - 527 ). IEEE Press.
http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=6724379
Mathiasen, A., Hvilshøj, F., Jørgensen, J. R., Nasery, A.
& Mottin, D. (2020).
What if Neural Networks had SVDs? In H. Larochelle, M. Ranzato, R. Hadsell, M. F. Balcan & H. Lin (Eds.),
Advances in Neural Information Processing Systems 33 pre-proceedings (NeurIPS 2020)
Mai, S. T., Dieu, M. S.
, Assent, I., Jacobsen, J.
, Kristensen, J. & Birk, M. (2017).
Scalable and interactive graph clustering algorithm on multicore CPUs. In
2017 IEEE 33rd International Conference on Data Engineering (ICDE) (pp. 349-360). IEEE Computer Society Press.
https://doi.org/10.1109/ICDE.2017.94
Magnani, M.
, Assent, I., Hornbæk, K., Jakobsen, M. R. & Larsen, K. F. (2013).
SkyView: a user evaluation of the skyline operator. In Q. He & A. Iyengar (Eds.),
Proceedings of the 22nd ACM International Conference on Information & Knowledge Management, CIKM '13 (pp. 2249-2254 ). Association for Computing Machinery.
https://doi.org/10.1145/2505515.2505739
Loster, M.
, Mottin, D., Papotti, P., Ehmüller, J., Feldmann, B. & Naumann, F. (2021).
Few-Shot Knowledge Validation using Rules. In J. Leskovec, M. Grobelnik, M. Najork, J. Tang & L. Zia (Eds.),
The Web Conference 2021 - Proceedings of the World Wide Web Conference, WWW 2021 (pp. 3314-3324). Association for Computing Machinery.
https://doi.org/10.1145/3442381.3450040
Lissandrini, M.
, Mottin, D., Palpanas, T., Papadimitriou, D. & Velegrakis, Y. (2014).
Unleashing the power of information graphs.
SIGMOD Record,
43(4), 21-26.