• 802 Citations
  • 15 h-Index
20082019

Research output per year

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Research Output

  • 802 Citations
  • 15 h-Index
  • 36 Conference contribution
  • 11 Article
  • 2 Editorial
  • 1 Conference article

Activity preserving graph simplification

Bonchi, F., Morales, G., Gionis, A. & Ukkonen, A., Dec 2013, In : Data Mining and Knowledge Discovery. 27, 3, p. 321-343 23 p.

Research output: Contribution to journalArticle

11 Citations (Scopus)

An effective methodology to multi-objective design of application domain-specific embedded architectures

Catania, V., Di Nuovo, A. G., Palesi, M., Patti, D. & Morales, G., 2009, 12th Euromicro Conference on Digital System Design: Architectures, Methods and Tools, DSD 2009. p. 643-650 8 p. 5350191

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Automatic discovery of global and local equivalence relationships in labeled geo-spatial data

Thomee, B. & Morales, G., 2014, HT 2014 - Proceedings of the 25th ACM Conference on Hypertext and Social Media. Association for Computing Machinery, p. 158-168 11 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Citations (Scopus)

Big data stream learning with SAMOA

Bifet, A. & Morales, G., 26 Jan 2015, In : IEEE International Conference on Data Mining Workshops, ICDMW. 2015-January, January, p. 1199-1202 4 p., 7022733.

Research output: Contribution to journalArticle

17 Citations (Scopus)

BoostVHT: Boosting distributed streaming decision trees

Vasiloudis, T., Beligianni, F. & Morales, G., 6 Nov 2017, CIKM 2017 - Proceedings of the 2017 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, Vol. Part F131841. p. 899-908 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Distributed Adaptive Model Rules for mining big data streams

Vu, A. T., Morales, G., Gama, J. & Bifet, A., 7 Jan 2015, Proceedings - 2014 IEEE International Conference on Big Data, IEEE Big Data 2014. Institute of Electrical and Electronics Engineers Inc., p. 345-353 9 p. 7004251

Research output: Chapter in Book/Report/Conference proceedingConference contribution

11 Citations (Scopus)

Document similarity self-join with MapReduce

Baraglia, R., Morales, G. & Lucchese, C., 2010, Proceedings - 10th IEEE International Conference on Data Mining, ICDM 2010. p. 731-736 6 p. 5694030

Research output: Chapter in Book/Report/Conference proceedingConference contribution

61 Citations (Scopus)

Efficient online evaluation of big data stream classifiers

Bifet, A., Morales, G., Read, J., Holmes, G. & Pfahringer, B., 10 Aug 2015, KDD 2015 - Proceedings of the 21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, Vol. 2015-August. p. 59-68 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

60 Citations (Scopus)

Exploring controversy in Twitter

Garimella, K., Mathioudakis, M., Morales, G. & Gionis, A., 27 Feb 2016, Proceedings of the 19th ACM Conference on Computer Supported Cooperative Work and Social Computing Companion, CSCW 2016 Companion. Association for Computing Machinery, Vol. 26-February-2016. p. 33-36 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

Extracting skill endorsements from personal communication data

Lingappa, D. M. S., Morales, G. & Gionis, A., 24 Oct 2016, CIKM 2016 - Proceedings of the 2016 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, Vol. 24-28-October-2016. p. 1961-1964 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Factors in recommending contrarian content on social media

Garimella, K., Gionis, A., Morales, G. & Mathioudakis, M., 25 Jun 2017, WebSci 2017 - Proceedings of the 2017 ACM Web Science Conference. Association for Computing Machinery, Inc, p. 263-266 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Finding topical experts in twitter via query-dependent personalized PageRank

Lahoti, P., Morales, G. & Gionis, A., 31 Jul 2017, Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2017. Association for Computing Machinery, Inc, p. 155-162 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

From chatter to headlines: Harnessing the real-time web for personalized news recommendation

Morales, G., Gionis, A. & Lucchese, C., 2012, WSDM 2012 - Proceedings of the 5th ACM International Conference on Web Search and Data Mining. p. 153-162 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

81 Citations (Scopus)

From Machu-Picchu to "rafting the urubamba river": Anticipating information needs via the entity-query graph

Bordino, I., Morales, G., Weber, I. & Bonchi, F., 28 Feb 2013, WSDM 2013 - Proceedings of the 6th ACM International Conference on Web Search and Data Mining. p. 275-284 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

25 Citations (Scopus)

Fully dynamic algorithm for top-k densest subgraphs

Nasir, M. A. U., Gionis, A., Morales, G. & Girdzijauskas, S., 6 Nov 2017, CIKM 2017 - Proceedings of the 2017 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, Vol. Part F131841. p. 1817-1826 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

8 Citations (Scopus)

Graph data mining with Arabesque

Hussein, E., Ghanem, A., Dos Santos Dias, V. V., Teixeira, C. H. C., Abuoda, G., Serafini, M., Siganos, G., Morales, G., Aboulnaga, A. & Zaki, M., 9 May 2017, SIGMOD 2017 - Proceedings of the 2017 ACM International Conference on Management of Data. Association for Computing Machinery, Vol. Part F127746. p. 1647-1650 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

High performance computing for embedded system design: A case study

Catania, V., Morales, G., Di Nuovo, A. G., Palesi, M. & Patti, D., 2008, Proceedings - 11th EUROMICRO Conference on Digital System Design Architectures, Methods and Tools, DSD 2008. p. 656-659 4 p. 4669298

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Incentivizing social media users for mobile crowdsourcing

Micholia, P., Karaliopoulos, M., Koutsopoulos, I., Aiello, L. M., Morales, G. & Quercia, D., 1 Jun 2017, In : International Journal of Human Computer Studies. 102, p. 4-13 10 p.

Research output: Contribution to journalArticle

7 Citations (Scopus)

IntoNews: Online news retrieval using closed captions

Blanco, R., Morales, G. & Silvestri, F., 2015, In : Information Processing and Management. 51, 1, p. 148-152 5 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)

IoT big data stream mining

Morales, G., Bifet, A., Khan, L., Gama, J. & Fan, W., 13 Aug 2016, KDD 2016 - Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, Vol. 13-17-August-2016. p. 2119-2120 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

23 Citations (Scopus)

Learning to question: Leveraging user preferences for shopping advice

Das, M., Morales, G., Gionis, A. & Weber, I., 11 Aug 2013, KDD 2013 - 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, Vol. Part F128815. p. 203-211 9 p. 2487653

Research output: Chapter in Book/Report/Conference proceedingConference contribution

12 Citations (Scopus)

Mary, Mary, quite contrary: Exposing twitter users to contrarian news

Garimella, K., Gionis, A., Morales, G. & Mathioudakis, M., 1 Jan 2019, 26th International World Wide Web Conference 2017, WWW 2017 Companion. International World Wide Web Conferences Steering Committee, p. 201-205 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Mining frequent patterns in evolving graphs

Aslay, C., Morales, G., Nasir, M. A. U. & Gionis, A., 17 Oct 2018, CIKM 2018 - Proceedings of the 27th ACM International Conference on Information and Knowledge Management. Paton, N., Candan, S., Wang, H., Allan, J., Agrawal, R., Labrinidis, A., Cuzzocrea, A., Zaki, M., Srivastava, D., Broder, A. & Schuster, A. (eds.). Association for Computing Machinery, p. 923-932 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Online matching of web content to closed captions in IntoNow

Castillo, C., Morales, G. & Shekhawat, A., 2 Sep 2013, SIGIR 2013 - Proceedings of the 36th International ACM SIGIR Conference on Research and Development in Information Retrieval. p. 1115-1116 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Citations (Scopus)

QFrag: Distributed graph search via subgraph isomorphism

Serafini, M., Morales, G. & Siganos, G., 24 Sep 2017, SoCC 2017 - Proceedings of the 2017 Symposium on Cloud Computing. Association for Computing Machinery, Inc, p. 214-228 15 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Citations (Scopus)

Quantifying controversy in social media

Garimella, K., Morales, G., Gionis, A. & Mathioudakis, M., 8 Feb 2016, WSDM 2016 - Proceedings of the 9th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 33-42 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

57 Citations (Scopus)

Random forests of very fast decision trees on GPU for mining evolving big data streams

Marron, D., Bifet, A. & Morales, G., 2014, ECAI 2014 - 21st European Conference on Artificial Intelligence, Including Prestigious Applications of Intelligent Systems, PAIS 2014, Proceedings. IOS Press, Vol. 263. p. 615-620 6 p. (Frontiers in Artificial Intelligence and Applications; vol. 263).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

Reducing controversy by connecting opposing views

Garimella, K., Morales, G., Gionis, A. & Mathioudakis, M., 2 Feb 2017, WSDM 2017 - Proceedings of the 10th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 81-90 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

29 Citations (Scopus)

Reducing controversy by connecting opposing views

Garimella, K., Morales, G., Gionis, A. & Mathioudakis, M., 1 Jan 2018, Proceedings of the 27th International Joint Conference on Artificial Intelligence, IJCAI 2018. Lang, J. (ed.). International Joint Conferences on Artificial Intelligence, Vol. 2018-July. p. 5249-5253 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Road network fusion for incremental map updates

Stanojevic, R., Abbar, S., Thirumuruganathan, S., Morales, G., Chawla, S., Filali, F. & Aleimat, A., 1 Jan 2018, In : Lecture Notes in Geoinformation and Cartography. 208669, p. 91-109 19 p.

Research output: Contribution to journalConference article

4 Citations (Scopus)

SAMOA: A platform for mining big data streams

Morales, G., 2013, WWW 2013 Companion - Proceedings of the 22nd International Conference on World Wide Web. p. 777-778 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

41 Citations (Scopus)

SAMOA: Scalable advanced massive online analysis

Morales, G. & Bifet, A., 2015, In : Journal of Machine Learning Research. 16, p. 149-153 5 p.

Research output: Contribution to journalArticle

92 Citations (Scopus)

Says who? Automatic text-based content analysis of television news

Castillo, C., Morales, G., Mendoza, M. & Khan, N., 11 Dec 2013, International Conference on Information and Knowledge Management, Proceedings. p. 53-60 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Scalable dynamic graph summarization

Tsalouchidou, I., Morales, G., Bonchi, F. & Baeza-Yates, R., 2 Feb 2017, Proceedings - 2016 IEEE International Conference on Big Data, Big Data 2016. Institute of Electrical and Electronics Engineers Inc., p. 1032-1039 8 p. 7840704

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Scalable Dynamic Graph Summarization

Tsalouchidou, I., Bonchi, F., Morales, G. & Baeza-Yates, R., 1 Jan 2018, (Accepted/In press) In : IEEE Transactions on Knowledge and Data Engineering.

Research output: Contribution to journalArticle

Scalable facility location for massive graphs on pregel-like systems

Garimella, K., Morales, G., Gionis, A. & Sozio, M., 17 Oct 2015, CIKM 2015 - Proceedings of the 24th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, Vol. 19-23-Oct-2015. p. 273-282 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Citations (Scopus)

Scalable online betweenness centrality in evolving graphs

Kourtellis, N., Morales, G. & Bonchi, F., 22 Jun 2016, 2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016. Institute of Electrical and Electronics Engineers Inc., p. 1580-1581 2 p. 7498421

Research output: Chapter in Book/Report/Conference proceedingConference contribution

11 Citations (Scopus)

Scalable Online Betweenness Centrality in Evolving Graphs

Kourtellis, N., Morales, G. & Bonchi, F., 1 Sep 2015, In : IEEE Transactions on Knowledge and Data Engineering. 27, 9, p. 2494-2506 13 p., 7079456.

Research output: Contribution to journalArticle

28 Citations (Scopus)

Scaling out All Pairs Similarity Search with MapReduce

Morales, G., Lucchese, C. & Baraglia, R., 2010, In : CEUR Workshop Proceedings. 630, p. 25-30 6 p.

Research output: Contribution to journalArticle

5 Citations (Scopus)

Snow 2017 chairs' welcome

Morales, G., Papadopoulos, S., Aiello, L. M. & Kwak, H., 1 Jan 2019, In : 26th International World Wide Web Conference 2017, WWW 2017 Companion. p. 1511-1512 2 p.

Research output: Contribution to journalEditorial

SNOW chairs' welcome

Morales, G., Gionis, A. & Silvestri, F., 2013, In : WWW 2013 Companion - Proceedings of the 22nd International Conference on World Wide Web. p. 843 1 p.

Research output: Contribution to journalEditorial

Social content matching in MapReduce

Morales, G., Gionis, A. & Sozio, M., Apr 2011, In : Proceedings of the VLDB Endowment. 4, 7, p. 460-469 10 p.

Research output: Contribution to journalArticle

31 Citations (Scopus)

Streaming similarity self-join

Morales, G. & Gionis, A., 2016, In : Proceedings of the VLDB Endowment. 9, 10, p. 792-803 12 p.

Research output: Contribution to journalArticle

12 Citations (Scopus)

The Ebb and flow of controversial debates on social media

Garimella, K., Morales, G., Gionis, A. & Mathioudakis, M., 1 Jan 2017, Proceedings of the 11th International Conference on Web and Social Media, ICWSM 2017. AAAI press, p. 524-527 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

The effect of collective atention on controversial debates on social media

Garimella, K., Gionis, A., Morales, G. & Mathioudakis, M., 25 Jun 2017, WebSci 2017 - Proceedings of the 2017 ACM Web Science Conference. Association for Computing Machinery, Inc, p. 43-52 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

The power of both choices: Practical load balancing for distributed stream processing engines

Nasir, M. A. U., Morales, G., García-Soriano, D., Kourtellis, N. & Serafini, M., 26 May 2015, Proceedings - International Conference on Data Engineering. IEEE Computer Society, Vol. 2015-May. p. 137-148 12 p. 7113279

Research output: Chapter in Book/Report/Conference proceedingConference contribution

64 Citations (Scopus)

The sicilian grid infrastructure for high performance computing

Iacono-Manno, C. M., Fargetta, M., Barbera, R., Falzone, A., Andronico, G., Monforte, S., Muoio, A., Bruno, R., Di Primo, P., Orlando, S., Leggio, E., Lombardo, A., Passaro, G., Morales, G. & Blandino, S., 1 Jan 2010, In : International Journal of Distributed Systems and Technologies. 1, 1, p. 40-54 15 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Towards leveraging closed captions for news retrieval

Blanco, R., Morales, G. & Silvestri, F., 2013, WWW 2013 Companion - Proceedings of the 22nd International Conference on World Wide Web. p. 135-136 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

VHT: Vertical hoeffding tree

Kourtellis, N., Morales, G., Bifet, A. & Murdopo, A., 2 Feb 2017, Proceedings - 2016 IEEE International Conference on Big Data, Big Data 2016. Institute of Electrical and Electronics Engineers Inc., p. 915-922 8 p. 7840687

Research output: Chapter in Book/Report/Conference proceedingConference contribution

15 Citations (Scopus)

When two choices are not enough: Balancing at scale in Distributed Stream Processing

Nasir, M. A. U., Morales, G., Kourtellis, N. & Serafini, M., 22 Jun 2016, 2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016. Institute of Electrical and Electronics Engineers Inc., p. 589-600 12 p. 7498273

Research output: Chapter in Book/Report/Conference proceedingConference contribution

36 Citations (Scopus)