• P.O. Box 513, Department of Mathematics and Computer Science

    5600 MB Eindhoven

    Netherlands

  • Groene Loper 5, MetaForum

    5612 AP Eindhoven

    Netherlands

Research Output

2020

A parallel and distributed approach for diversified top-k best region search

Shahrivari, H., Olma, M., Papapetrou, O., Skoutas, D. & Ailamaki, A., 1 Jan 2020, Advances in Database Technology - EDBT 2020: 23rd International Conference on Extending Database Technology, Proceedings. Bonifati, A., Zhou, Y., Vaz Salles, M. A., Bohm, A., Olteanu, D., Fletcher, G., Khan, A. & Yang, B. (eds.). OpenProceedings.org, p. 265-276 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access

Comparing the expressiveness of downward fragments of the relation algebra with transitive closure on trees

Hellings, J., Gyssens, M., Wu, Y., van Gucht, D., van den Bussche, J., Vansummeren, S. & Fletcher, G. H. L., Mar 2020, In : Information Systems. 89, 16 p., 101467.

Research output: Contribution to journalArticleAcademicpeer-review

1 Downloads (Pure)

On local and global graph structure mining

Pei, Y., 5 Feb 2020, Eindhoven: Technische Universiteit Eindhoven. 198 p.

Research output: ThesisPhd Thesis 1 (Research TU/e / Graduation TU/e)

Open Access
File
58 Downloads (Pure)

struc2gauss: Structural role preserving network embedding via Gaussian embedding

Pei, Y., Du, X., Zhang, J., Fletcher, G. & Pechenizkiy, M., 1 Jul 2020, In : Data Mining and Knowledge Discovery. 34, 4, p. 1072–1103 32 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
2019

An experimental study of context-free path query evaluation methods

Kuijpers, J., Fletcher, G., Yakovets, N. & Lindaaker, T., 23 Jul 2019, Proceedings of the 31st International Conference on Scientific and Statistical Database Management, SSDBM 2019. Malik, T., Maltzahn, C. & Jimenez, I. (eds.). New York: Association for Computing Machinery, Inc, p. 121-132 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

4 Citations (Scopus)
1 Downloads (Pure)

Cluster-preserving sampling from fully-dynamic streaming graphs

Zhang, J., Zhu, K., Pei, Y., Fletcher, G. & Pechenizkiy, M., 1 May 2019, In : Information Sciences. 482, p. 279-300 22 p.

Research output: Contribution to journalArticleAcademicpeer-review

1 Citation (Scopus)
3 Downloads (Pure)

Data stream statistics over sliding windows: how to summarize 150 million updates per second on a single node

Chrysos, G., Papapetrou, O., Pnevmatikatos, D., Dollas, A. & Garofalakis, M., Sep 2019, Proceedings - 29th International Conference on Field-Programmable Logic and Applications, FPL 2019. Sourdis, I., Bouganis, C-S., Alvarez, C., Toledo Diaz, L. A., Valero, P. & Martorell, X. (eds.). Piscataway: Institute of Electrical and Electronics Engineers, p. 278-285 8 p. 8892241

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

1 Downloads (Pure)

Evolution of biologically inspired learning in artificial neural networks

Yaman, A., 19 Nov 2019, Eindhoven: Technische Universiteit Eindhoven. 149 p.

Research output: ThesisPhd Thesis 1 (Research TU/e / Graduation TU/e)

Open Access
File
89 Downloads (Pure)

Evolving plasticity for autonomous learning under changing environmental conditions

Yaman, A., Mocanu, D., Iacca, G., Coler, M., Fletcher, G. & Pechenizkiy, M., 2019, In : arXiv. 26 p., 1904.01709v1.

Research output: Contribution to journalArticleAcademic

Open Access
File
18 Downloads (Pure)

GraDES-NDA 2019: joint international workshop on graph data management experiences & systems and network data analytics

Arora, A., Bhattacharya, A. & Fletcher, G., 25 Jun 2019, SIGMOD 2019 - Proceedings of the 2019 International Conference on Management of Data. New York: Association for Computing Machinery, Inc, p. 2064-2065 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Graph query processing

Salihoglu, S. & Yakovets, N., 20 Feb 2019, Encyclopedia of Big Data Technologies. Sakr, S. & Zomaya, A. Y. (eds.). Berlin: Springer, p. 890-898 9 p.

Research output: Chapter in Book/Report/Conference proceedingChapterAcademicpeer-review

1 Downloads (Pure)

HGraph: a connected-partition approach to proximity graphs for similarity search

Capobianco Shimomura, L. & Kaster, D., 2019, Database and Expert Systems Applications - 30th International Conference, DEXA 2019, Proceedings. Hartmann, S., Küng, J., Anderst-Kotsis, G., Khalil, I., Chakravarthy, S. & Tjoa, A. M. (eds.). Cham: Springer, Vol. 11706. p. 106-121 16 p. (Lecture Notes in Computer Science ; vol. 11706).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Infinite motif stochastic blockmodel for role discovery in networks

Pei, Y., Zhang, J., Fletcher, G. & Pechenizkiy, M., 27 Aug 2019, Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2019. Spezzano, F., Chen, W. & Xiao, X. (eds.). Association for Computing Machinery, Inc, p. 456-459 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Joint role and community detection in networks via L2,1 norm regularized nonnegative matrix tri-factorization

Pei, Y., Fletcher, G. & Pechenizkiy, M., 27 Aug 2019, Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2019. Spezzano, F., Chen, W. & Xiao, X. (eds.). Association for Computing Machinery, Inc, p. 168-175 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

1 Citation (Scopus)

Learning with delayed synaptic plasticity

Yaman, A., Iacca, G., Mocanu, D. C., Fletcher, G. H. L. & Pechenizkiy, M., 13 Jul 2019, GECCO 2019 - Proceedings of the 2019 Genetic and Evolutionary Computation Conference. New York: Association for Computing Machinery, Inc, p. 152-160 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
1 Citation (Scopus)
25 Downloads (Pure)

On directly mapping relational databases to property graphs

Stoica, R., Fletcher, G. & Sequeda, J. F., 2019, Alberto Mendelzon Workshop on Foundations of Data Management (AMW2019): Proceedings of the 13th Alberto Mendelzon International Workshop on Foundations of Data Management, Asunción, Paraguay, June 3–7, 2019. Hogan, A. & Milo, T. (eds.). CEUR-WS.org, 4 p. 06. (CEUR Workshop Proceedings; vol. 2369).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
17 Downloads (Pure)

Plan enumeration for SPARQL property paths

Yakovets, N., Godfrey, P. & Gryz, J., 1 Jan 2019, (Submitted).

Research output: Contribution to conferencePaperAcademic

Scalable temporal clique enumeration

Zhu, K., Fletcher, G., Yakovets, N., Papapetrou, O. & Wu, Y., 19 Aug 2019, Proceedings of the 16th International Symposium on Spatial and Temporal Databases, SSTD 2019. New York: Association for Computing Machinery, Inc, p. 120-129 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

2 Downloads (Pure)

Taster: self-tuning, elastic and online approximate query processing

Olma, M., Papapetrou, O., Appuswamy, R. & Ailamaki, A., 1 Apr 2019, Proceedings - 2019 IEEE 35th International Conference on Data Engineering, ICDE 2019. Piscataway: IEEE Computer Society, p. 482-493 12 p. 8731505

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

1 Citation (Scopus)
2 Downloads (Pure)

基于采样的大规模图聚类分析算法

Translated title of the contribution: A sampling-based graph clustering algorithm for large-scale networksZhang, J. P., Chen, H. C., Wang, K., Zhu, K. J. & Wang, Y. W., 1 Aug 2019, In : Tien Tzu Hsueh Pao/Acta Electronica Sinica. 47, 8, p. 1731-1737 7 p.

Research output: Contribution to journalArticleAcademicpeer-review

2018

A bounded-size clustering algorithm on fully-dynamic streaming graphs

Zhang, J., Pei, Y., Fletcher, G. & Pechenizkiy, M., 1 Sep 2018, In : Intelligent Data Analysis. 22, 5, p. 1039-1058 20 p.

Research output: Contribution to journalArticleAcademicpeer-review

1 Citation (Scopus)

A survey of benchmarks for graph-processing systems

Fletcher, G. H. L., Bonifati, A., Hidders, A. J. H. J. & Iousup, A., 2018, Graph Data Management. Fletcher, G., Hidden, J. & Larriba-Pey, J. (eds.). Cham: Springer, p. 163-186 24 p.

Research output: Chapter in Book/Report/Conference proceedingChapterAcademicpeer-review

Clustering-structure representative sampling from graph streams

Zhang, J., Zhu, K., Pei, Y., Fletcher, G. & Pechenizkiy, M., 1 Jan 2018, Complex Networks and Their Applications VI : Proceedings of Complex Networks 2017 (The 6th International Conference on Complex Networks and Their Applications). Cherifi, C., Cherifi, H., Karsai, M. & Musulesi, M. (eds.). Dordrecht: Springer, p. 265-277 13 p. (Studies in Computational Intelligence; vol. 689).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

3 Citations (Scopus)
1 Downloads (Pure)

DIPPA : Data integration platform for precision agriculture

Enkhtaivan, B., 24 Oct 2018, Eindhoven: Technische Universiteit Eindhoven. 77 p.

Research output: ThesisPd Eng Thesis

Open Access
File
100 Downloads (Pure)

DyNMF: Role analytics in dynamic social networks

Pei, Y., Zhang, J., Fletcher, G. & Pechenizkiy, M., 1 Jan 2018, Proceedings of the 27th International Joint Conference on Artificial Intelligence, IJCAI 2018. Lang, J. (ed.). California: International Joint Conferences on Artificial Intelligence, p. 3818-3824 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
7 Citations (Scopus)
2 Downloads (Pure)

G-CORE a core for future graph query languages

Angles, R., Arenas, M., Barceló, P., Boncz, P., Fletcher, G., Gutierrez, C., Lindaaker, T., Paradies, M., Plantikow, S., Sequeda, J., van Rest, O. & Voigt, H., 27 May 2018, SIGMOD 2018 - Proceedings of the 2018 International Conference on Management of Data. Das, G., Jermaine, C., Eldawy, A. & Bernstein, P. (eds.). New York: Association for Computing Machinery, Inc, p. 1421-1432 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

37 Citations (Scopus)

Histogram domain ordering for path selectivity estimation

Yakovets, N., Wang, L., Fletcher, G. H. L., Taverner, C. & Poulovassilis, A., 2018, Advances in Database Technology - EDBT 2018: 21st International Conference on Extending Database Technology, Proceedings. Bohlen, M., Pichler, R., May, N., Rahm, E., Wu, S-H. & Hose, K. (eds.). OpenProceedings.org, p. 493-496 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
16 Downloads (Pure)

Indexing for graph query evaluation

Fletcher, G. H. L., Theobald, M. & Voigt, H. (ed.), 2018, Encyclopedia of Big Data Technologies. Sakr, S. & Zomaya, A. (eds.). Cham: Springer, 9 p.

Research output: Chapter in Book/Report/Conference proceedingEntry for encyclopedia/dictionaryAcademicpeer-review

Limited evaluation cooperative co-evolutionary differential evolution for large-scale neuroevolution

Yaman, A., Mocanu, D. C., Iacca, G., Fletcher, G. & Pechenizkiy, M., 2 Jul 2018, GECCO 2018 - Proceedings of the 2018 Genetic and Evolutionary Computation Conference. Association for Computing Machinery, Inc, p. 569-576 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
6 Citations (Scopus)
64 Downloads (Pure)

Multi-strategy differential evolution

Yaman, A., Iacca, G., Coler, M., Fletcher, G. H. L. & Pechenizkiy, M., 4 Mar 2018, Applications of Evolutionary Computation: 21st International Conference, EvoApplications 2018, Parma, Italy, April 4-6, 2018, Proceedings. Sim, K. & Kaufmann, P. (eds.). Dordrecht: Springer, p. 617-633 17 p. (LNCS; vol. 10784).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

2 Citations (Scopus)
1 Downloads (Pure)

On graph sample clustering

Zhang, J., 29 Oct 2018, Eindhoven: Technische Universiteit Eindhoven. 216 p.

Research output: ThesisPhd Thesis 1 (Research TU/e / Graduation TU/e)

Open Access
File
266 Downloads (Pure)

Querying graphs

Bonifati, A., Fletcher, G. H. L., Voigt, H. & Yakovets, N., 2018, Williston: Morgan & Claypool Publishers. 184 p.

Research output: Book/ReportBookAcademic

Tink: a temporal graph analytics library for Apache Flink

Fletcher, G. H. L., Pechenizkiy, M., Pei, Y. & Lightenberg, W., 23 Apr 2018, 27th International Conference on World Wide Web (WWW). Association for Computing Machinery, Inc, p. 71-72 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
4 Citations (Scopus)
21 Downloads (Pure)
2017
Open Access
File
2911 Downloads (Pure)

Clustering-structure representative sampling from graph streams

Zhang, J., Zhu, K., Pei, Y., Fletcher, G. H. L. & Pechenizkiy, M., 2017.

Research output: Contribution to conferencePaperAcademic

Open Access
File
124 Downloads (Pure)

Declarative graph querying in practice and theory

Fletcher, G. H. L., Voigt, H. & Yakovets, N., 25 Mar 2017, Advances in database technology - EDBT 2017 : 20th International Conference on Extending Database Technology, Venice, Italy, March 21-24, 2017 : proceedings. Mitschang, B., Markl, V., Bress, S., Andritsos, P., Sattler, K-U. & Orlando, S. (eds.). p. 598-601 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
1 Citation (Scopus)

gMark: schema-driven generation of graphs and queries

Bagan, G., Bonifati, A., Ciucanu, R., Fletcher, G. H. L., Lemay, A. & Advokaat, N., 1 Apr 2017, In : IEEE Transactions on Knowledge and Data Engineering. 29, 4, p. 856-869 14 p., 7762945.

Research output: Contribution to journalArticleAcademicpeer-review

40 Citations (Scopus)

gMark: schema-driven generation of graphs and queries (extended abstract)

Bagan, G., Bonifati, A., Ciucanu, R., Fletcher, G. H. L., Lemay, A. & Advokaat, N., 16 May 2017, Proceedings - 2017 IEEE 33rd International Conference on Data Engineering, ICDE 2017. Piscataway: Institute of Electrical and Electronics Engineers, p. 63-64 2 p. 7929934

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Investigations on path indexing for graph databases

Sumrall, J. M., Fletcher, G. H. L., Poulovassilis, A., Svensson, J., Vejlstrup, M., Vest, C. & Webber, J., 1 Jan 2017, Euro-Par 2016: Parallel Processing Workshops - Euro-Par 2016 International Workshops, Revised Selected Papers. Dutot, P-F. & Desprez, F. (eds.). Cham: Springer, p. 532-544 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10104 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Landmark indexing for evaluation of label-constrained reachability queries

Valstar, L. D. J., Fletcher, G. H. L. & Yoshida, Y., 9 May 2017, Proceedings of the 2017 ACM SIGMOD International Conference on Management of Data (SIGMOD 2017) . Association for Computing Machinery, Inc, p. 345-358 14 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

9 Citations (Scopus)

Stability notions in synthetic graph generation: a preliminary study

van Leeuwen, W., Fletcher, G. H. L., Yakovets, N. & Bonifati, A., 25 Mar 2017, Advances in database technology - EDBT 2017 20th International Conference on Extending Database Technology, Venice, Italy, March 21-24, 2017 : proceedings. Mitschang, B., Markl, V., Bress, S., Andritsos, P., Sattler, K-U. & Orlando, S. (eds.). Konstanz: University of Konstanz, p. 486-489 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
1 Citation (Scopus)
75 Downloads (Pure)

TASWEET : optimizing disjunctive regular path queries in graph databases

Abul-Basher, Z., Yakovets, N., Godfrey, P., Ghajar-Khosravi, S. & Chignell, M. H., 25 Mar 2017, 20th International Conference on Extending Database Technology, 21-24 march 2017, Venice, Italy. Mitschang, B., Markl, V., Bress, S., Andritsos, P., Sattler, K-U. & Orlando, S. (eds.). p. 470-473 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
3 Citations (Scopus)
54 Downloads (Pure)

WIREFRAME: two-phase, cost-based optimization for conjunctive regular path queries

Godfrey, P., Yakovets, N., Abul-Basher, Z. & Chignell, M. H., 2017, AMW 2017: Alberto Mendelzon Workshop on Foundations of Data Management and the Web: Proceedings of the 11th Alberto Mendelzon International Workshop on Foundations of Data Management and the Web, Montevideo, Uruguay, June 7-9, 2017. Reutter, J. & Srivastava, D. (eds.). CEUR-WS.org, 4 p. (CEUR Workshop Proceedings; no. 1912).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
28 Downloads (Pure)
2016

Adaptive web-based educational application for autistic students

Montes Garcia, A., Stash, N., Fabri, M., De Bra, P. M. E., Fletcher, G. H. L. & Pechenizkiy, M., 2016, Extended Proceedings of Hypertext 2016, Halifax, Canada. Koidl, K. & Steichen, B. (eds.). American Mathematical Society

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
3 Citations (Scopus)
54 Downloads (Pure)

Efficient regular path query evaluation using path indexes

Fletcher, G. H. L., Peters, J. & Poulovassilis, A., 1 Jan 2016, Advances in Database Technology - EDBT 2016: 19th International Conference on Extending Database Technology, Proceedings. Manolescu, I., Pitoura, E., Marian, A., Maabout, S., Tanca, L., Koutrika, G. & Stefanidis, K. (eds.). Konstanz: OpenProceedings.org, p. 636-639 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
8 Citations (Scopus)
22 Downloads (Pure)

Empirical evaluation of guarded structural indexing

Agterdenbos, E., Fletcher, G. H. L., Chan, C. Y. & Vansummeren, S., 1 Jan 2016, Advances in Database Technology - EDBT 2016: 19th International Conference on Extending Database Technology, Proceedings. Manolescu, I., Pitoura, E., Marian, A., Maabout, S., Tanca, L., Koutrika, G. & Stefanidis, K. (eds.). OpenProceedings.org, p. 714-715 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
11 Downloads (Pure)

Generating flexible workloads for graph databases

Fletcher, G. H. L., Bagan, G., Bonifati, A., Ciucanu, R., Lemay, A. & Advokaat, N., 2016, In : Proceedings of the VLDB Endowment. 9, 13, p. 1457-1460

Research output: Contribution to journalArticleAcademicpeer-review

16 Citations (Scopus)
4 Downloads (Pure)

Node classification in dynamic social networks

Pei, Y., Zhang, J., Fletcher, G. H. L. & Pechenizkiy, M., 2016, Proceedings of AALTD 2016: 2nd ECMLPKDD International Workshop on Advanced Analytics and Learning on Temporal Data, 19 September 2016, Riva del Garda, Italy. p. 1-8

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

3 Downloads (Pure)

No users no dataspaces! Query-driven dataspace orchestration

Fletcher, G. H. L. & Mandreoli, F., 2016, 24th Italian Symposium on Advanced Database Systems (SEBD).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

1 Citation (Scopus)

On structure preserving sampling and approximate partitioning of graphs

van Heeswijk, W., Fletcher, G. H. L. & Pechenizkiy, M., 2016, SAC '16 Proceedings of the 31st Annual ACM Symposium on Applied Computing, 4-8 April 2016, Pisa, Italy. New York: Association for Computing Machinery, Inc, p. 875-882

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

3 Citations (Scopus)
3 Downloads (Pure)