Han, K., Wu, B., Tang, J., Cui, S.
, Aslay, C. & Lakshmanan, L. VS. (2021).
Efficient and Effective Algorithms for Revenue Maximization in Social Advertising. In
Proceedings of the 2021 ACM SIGMOD International Conference on Management of Data (pp. 671-684). Association for Computing Machinery.
https://doi.org/10.1145/3448016.3459243
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
Saleem, M. A., Calders, T.
, Pedersen, T. B. & Karras, P. (2021).
Finding Geo-Social Cohorts in Location-Based Social Networks. In L. H. U, M. Spaniol, Y. Sakurai & J. Chen (Eds.),
Web and Big Data - 5th International Joint Conference, APWeb-WAIM 2021, Proceedings: 5th International Joint Conference, APWeb-WAIM 2021, Proceedings, Part II (pp. 368-383). Springer International Publishing.
https://doi.org/10.1007/978-3-030-85899-5_27
Tsitsulin, A., Munkhoeva, M.
, Mottin, D., Karras, P., Oseledets, I. & Mueller, E. (2021).
FREDE: Anytime Graph Embeddings.
Proceedings of the VLDB Endowment,
14(6), 1102-1110.
https://doi.org/10.14778/3447689.3447713
Hermanns, J., Tsitsulin, A., Munkhoeva, M., Bronstein, A.
, Mottin, D. & Karras, P. (2021).
GRASP: Graph Alignment through Spectral Signatures. In L. Hou U, M. Spaniol, Y. Sakurai & J. Chen (Eds.),
Web and Big Data - 5th International Joint Conference, APWeb-WAIM 2021, Proceedings (pp. 44-52). Springer.
https://doi.org/10.1007/978-3-030-85896-4_4
Laoudias, C., Nikitin, A.
, Karras, P., Youssef, M. & Zeinalipour-Yazti, D. (2021).
Indoor Quality-of-Position Visual Assessment Using Crowdsourced Fingerprint Maps.
ACM Transactions on Spatial Algorithms and Systems,
7(2), Article 10.
https://doi.org/10.1145/3433026
Bellatreche, L., Dumas, M.
, Karras, P., Matulevicius, R., Awad, A., Weidlich, M., Ivanovic, M. & Hartig, O. (Eds.) (2021).
New Trends in Database and Information Systems: ADBIS 2021 Short Papers, Doctoral Consortium and Workshops: DOING, SIMPDA, MADEISD, MegaData, CAoNS, Tartu, Estonia, August 24-26, 2021, Proceedings. Springer. Communications in Computer and Information Science Vol. 1450
https://doi.org/10.1007/978-3-030-85082-1
Jensen, A. H., Lauridsen, F.
, Zardbani, F., Idreos, S.
& Karras, P. (2021).
Revisiting Multidimensional Adaptive Indexing [Experiment Analysis]. In Y. Velegrakis, D. Zeinalipour-Yazti, P. K. Chrysanthis & F. Guerra (Eds.),
Proceedings of the 24th International Conference on Extending Database Technology, EDBT 2021, Nicosia, Cyprus, March 23 - 26, 2021 (pp. 469-474). openproceedings.org.
https://doi.org/10.5441/002/edbt.2021.53
Trittenbach, H., Böhm, K.
& Assent, I. (2020).
Active Learning of SVDD Hyperparameter Values. In G. Webb, Z. Zhang, V. S. Tseng, G. Williams, M. Vlachos & L. Cao (Eds.),
Proceedings - 2020 IEEE 7th International Conference on Data Science and Advanced Analytics, DSAA 2020 (pp. 109-117). Article 9260103 IEEE.
https://doi.org/10.1109/DSAA49011.2020.00023
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.
Tzavelis, N., Giannakopoulos, I., Johansen, R. Q., Doka, K., Koziris, N.
& Karras, P. (2020).
Fair Procedures for Fair Stable Marriage Outcomes. In
AAAI 2020 - 34th AAAI Conference on Artificial Intelligence (Vol. 34, no. 5, pp. 7269-7276). AAAI Press.
https://doi.org/10.1609/aaai.v34i05.6218
Zhang, K., Zhou, J., Tao, D.
, Karras, P., Li, Q.
& Xiong, H. (2020).
Geodemographic Influence Maximization. In
KDD '20: Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (pp. 2764-2774). Association for Computing Machinery.
https://doi.org/10.1145/3394486.3403327
Zardbani, F., Afshani, P. & Karras, P. (2020).
Revisiting the theory and practice of database cracking. In A. Bonifati, Y. Zhou, M. A. Vaz Salles, A. Bohm, D. Olteanu, G. Fletcher, A. Khan & B. Yang (Eds.),
Advances in Database Technology - EDBT 2020: 23rd International Conference on Extending Database Technology, Proceedings (pp. 415-418). openproceedings.org.
https://doi.org/10.5441/002/edbt.2020.46
Tsitsulin, A., Munkhoeva, M.
, Mottin, D., Karras, P., Bronstein, A., Oseledets, I. & Müller, E. (2020).
The Shape of Data: Intrinsic Distance for Data Distributions. Paper presented at The International Conference on Learning Representations (ICLR), Ababa, Ethiopia.
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)
Thai Son, M., Assent, I., Birk, M. S.
, Dieu, M. S., Jacobsen, J., Kristensen, J., Rahman, H., Thirumuruganathan, S., Das, G., Omidvar-Tehrani, B., Borromeo, R. M., Chen, L., Miller, R., Benouaret, I., Amer-Yahia, S. & Roy, S. B. (2019).
An Efficient Greedy Algorithm for Sequence Recommendation. In
Database and Expert Systems Applications - 30th International Conference, DEXA 2019, Proceedings (pp. 314-326)
https://doi.org/10.1007/978-3-030-27615-7_24
Tziavelis, N., Giannakopoulos, I., Doka, K., Koziris, N.
& Karras, P. (2019).
Equitable Stable Matchings in Quadratic Time. In H. Wallach, H. Larochelle, A. Beygelzimer, F. d'Alché-Buc, E. Fox & R. Garnett (Eds.),
Advances in Neural Information Processing Systems 32 (NIPS 2019): Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019 (Vol. 32, pp. 455-465). Curran Associates, Inc..
https://papers.nips.cc/paper/8337-equitable-stable-matchings-in-quadratic-time
Safavi, T., Belth, C., Faber, L.
, Mottin, D., Müller, E. & Koutra, D. (2019).
Personalized Knowledge Graph Summarization: From the Cloud to Your Pocket. 528-537. Paper presented at IEEE International Conference on Data Mining, Beijing, China.
https://web.eecs.umich.edu/~dkoutra/papers/19_ICDM_GLIMPSE-CR.pdf
Son, M. T., Amer-Yahia, S.
, Assent, I., Birk, M., Storgaard Dieu, M., Jacobsen, J. & Kristensen, J. (2019).
Scalable Interactive Dynamic Graph Clustering on Multicore CPUs.
IEEE Transactions on Knowledge and Data Engineering,
31(7), 1239-1252. Article 8340880.
https://doi.org/10.1109/TKDE.2018.2828086
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
Tsitsulin, A.
, Mottin, D., Karras, P., Bronstein, A. & Müller, E. (2019).
Spectral graph complexity. In L. Liu & R. White (Eds.),
The Web Conference 2019 - Companion of the World Wide Web Conference, WWW 2019 (pp. 308-309). Association for Computing Machinery.
https://doi.org/10.1145/3308560.3316589
Shao, J., Tan, Y., Gao, L., Yang, Q., Plant, C.
& Assent, I. (2019).
Synchronization-based clustering on evolving data stream.
Information Sciences,
501, 573-587.
https://doi.org/10.1016/j.ins.2018.09.035