Aarhus University Seal / Aarhus Universitets segl

Davide Mottin

Assistant Professor

Profile photo

Davide Mottin

Assistant Professor

  • Department of Computer Science
  • Department of Computer Science
Postal address:
Åbogade 34
5335, 353
8200
Aarhus N
Denmark

Email: davide@cs.au.dk

Employment

Assistant Professor

Department of Computer Science

Aarhus University

Aarhus N, Denmark

19 Nov 2019 → present

Assistant Professor

Department of Computer Science

Aarhus University

Aarhus N, Denmark

10 Nov 201919 Nov 2019

Assistant Professor

Department of Computer Science

Aarhus University

Aarhus N, Denmark

1 Oct 201810 Nov 2019

Research outputs

Personalized Knowledge Graph Summarization: From the Cloud to Your Pocket

Safavi, T., Belth, C., Faber, L., Mottin, D., Müller, E. & Koutra, D., 10 Aug 2019, In : IEEE International Conference on Data Mining.

Spectral graph complexity

Tsitsulin, A., Mottin, D., Karras, P., Bronstein, A. & Müller, E., May 2019, The Web Conference 2019 - Companion of the World Wide Web Conference, WWW 2019. Association for Computing Machinery, p. 308-309 2 p. (The Web Conference 2019 - Companion of the World Wide Web Conference, WWW 2019).

Mining Patterns in Graphs with Multiple Weights

Preti, G., Lissandrini, M., Mottin, D. & Velegrakis, Y., Feb 2019, In : Distributed and Parallel Databases.

Exploring the Data Wilderness through Examples

Mottin, D., Lissandrini, M., Velegrakis, Y. & Palpanas, T., 2019.

Figuring out the User in a Few Steps: Bayesian Multifidelity Active Search with Cokriging

Klyuchnikov, N., Mottin, D., Koutrika, G., Müller, E. & Karras, P., 2019, KDD 2019 Proceedings. Association for Computing Machinery, p. 686-695

Data Exploration using Example-based Methods

Lissandrini, M., Mottin, D., Palpanas, T. & Velegrakis, Y., 1 Dec 2018, Morgan & Claypool Publishers. 164 p. (Synthesis Lectures on Data Management).

Multi-Example Search in Rich Information Graphs

Lissandrini, M., Mottin, D., Velegrakis, Y. & Palpanas, T., 1 Apr 2018, 34rd IEEE International Conference on Data Engineering, ICDE 2018, Paris, France, April 16-19, 2018. 12 p.

Beyond Frequencies: Graph Pattern Mining in Multi-weighted Graphs.

Preti, G., Lissandrini, M., Mottin, D. & Velegrakis, Y., 1 Mar 2018, Proceedings of the 21st International Conference on Extending Database Technology (EDBT). openproceedings.org, p. 169-180 12 p. (Proceedings of the 21st International Conference on Extending Database Technology (EDBT),).

Notable Characteristics Search through Knowledge Graphs

Mottin, D., Grasnick, B., Kroschk, A., Siegler, P. & Mueller, E., 12 Feb 2018, Advances in Database Technology — EDBT 2018. openproceedings.org, Vol. 2018. p. 429-432 4 p. (Proceedings of the 21st International Conference on Extending Database Technology (EDBT),).

X2Q: Your personal example-based graph explorer

Lissandrini, M., Mottin, D., Velegrakis, Y. & Palpanas, T., 1 Jan 2018, In : Proceedings of the VLDB Endowment. 11, 12, p. 2026-2029 4 p.

NetLSD: Hearing the Shape of a Graph

Tsitsulin, A., Mottin, D., Karras, P., Bronstein, A. & Müller, E., 2018, 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining. Guo, Y. & Farooq, F. (eds.). Association for Computing Machinery, p. 2347-2356 10 p.

VERSE: Versatile Graph Embeddings from Similarity Measures

Tsitsulin, A., Mottin, D., Karras, P. & Müller, E., 2018, Proceedings of the 2018 World Wide Web Conference: WWW '18. Champin, P-A., Gandon, F. & Médini, L. (eds.). Association for Computing Machinery, p. 539-548 10 p.

New trends on exploratory methods for data analytics

Mottin, D., Lissandrini, M., Velegrakis, Y. & Palpanas, T., 1 Aug 2017, In : Proceedings of the VLDB Endowment. 10, 12, p. 1977-1980 4 p.

Graph exploration: From users to large graphs

Mottin, D. & Müller, E., 9 May 2017, SIGMOD 2017 - Proceedings of the 2017 ACM International Conference on Management of Data. Association for Computing Machinery, Inc., Vol. Part F127746. p. 1737-1740 4 p.

Exemplar queries: a new way of searching

Mottin, D., Lissandrini, M., Velegrakis, Y. & Palpanas, T., 1 Dec 2016, In : VLDB Journal. 25, 6, p. 741-765 25 p.

A holistic and principled approach for the empty-answer problem

Mottin, D., Marascu, A., Roy, S. B., Das, G., Palpanas, T. & Velegrakis, Y., 1 Aug 2016, In : VLDB Journal. 25, 4, p. 597-622 26 p.

Graph query reformulation with diversity

Mottin, D., Bonchi, F. & Gullo, F., 10 Aug 2015, KDD 2015 - Proceedings of the 21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, Inc., Vol. 2015-August. p. 825-834 10 p.

Exemplar queries: Give me an example of what you need

Mottin, D., Lissandrini, M., Velegrakis, Y. & Palpanas, T., 1 Jan 2014, In : Proceedings of the VLDB Endowment. 7, 5, p. 365-376 12 p.

IQR: An interactive query relaxation system for the empty-answer problem

Mottin, D., Marascu, A., Roy, S. B., Das, G., Palpanas, T. & Velegrakis, Y., 1 Jan 2014, SIGMOD 2014 - Proceedings of the 2014 ACM SIGMOD International Conference on Management of Data. Association for Computing Machinery, Inc., p. 1095-1098 4 p.

Searching with XQ: The Exemplar query search engine

Mottin, D., Lissandrini, M., Velegrakis, Y. & Palpanas, T., 1 Jan 2014, SIGMOD 2014 - Proceedings of the 2014 ACM SIGMOD International Conference on Management of Data. Association for Computing Machinery, Inc., p. 901-904 4 p.

Unleashing the power of information graphs

Lissandrini, M., Mottin, D., Palpanas, T., Papadimitriou, D. & Velegrakis, Y., 1 Jan 2014, In : SIGMOD Record. 43, 4, p. 21-26 6 p.

A Probabilistic Optimization Framework for the Empty-Answer Problem

Mottin, D., Marascu, A., Basu Roy, S., Das, G., Palpanas, T. & Velegrakis, Y., 2013, In : PVLDB. 6, 14

Entity ranking using click-log information

Mottin, D., Palpanas, T. & Velegrakis, Y., 2013, In : Intelligent Data Analysis. 17, 5, p. 837-856 20 p.