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20072022

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  • XBully: Cyberbullying detection within a multi-modal context

    Cheng, L., Li, J., Silva, Y., Hall, D. & Liu, H., Jan 30 2019, WSDM 2019 - Proceedings of the 12th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 339-347 9 p. (WSDM 2019 - Proceedings of the 12th ACM International Conference on Web Search and Data Mining).

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

    51 Scopus citations
  • Unsupervised Cyberbullying Detection via Time-Informed Gaussian Mixture Model

    Cheng, L., Shu, K., Wu, S., Silva, Y. N., Hall, D. L. & Liu, H., Oct 19 2020, CIKM 2020 - Proceedings of the 29th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 185-194 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

    Open Access
    9 Scopus citations
  • The similarity join database operator

    Silva, Y. N., Aref, W. G. & Ali, M. H., 2010, 26th IEEE International Conference on Data Engineering, ICDE 2010 - Conference Proceedings. p. 892-903 12 p. 5447873. (Proceedings - International Conference on Data Engineering).

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

    48 Scopus citations
  • Temporal Properties of Cyberbullying on Instagram

    Gupta, A., Yang, W., Sivakumar, D., Silva, Y., Hall, D. & Nardini Barioni, M., Apr 20 2020, The Web Conference 2020 - Companion of the World Wide Web Conference, WWW 2020. Association for Computing Machinery, p. 576-583 8 p. (The Web Conference 2020 - Companion of the World Wide Web Conference, WWW 2020).

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

    5 Scopus citations
  • Supporting real-world activities in database management systems

    Eltabakh, M. Y., Aref, W. G., Elmagarmid, A. K., Silva, Y. N. & Ouzzani, M., 2010, 26th IEEE International Conference on Data Engineering, ICDE 2010 - Conference Proceedings. p. 808-811 4 p. 5447842. (Proceedings - International Conference on Data Engineering).

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

    2 Scopus citations
  • Supporting annotations on relations

    Eltabakh, M. Y., Aref, W. G., Elmagarmid, A. K., Ouzzani, M. & Silva, Y. N., 2009, Proceedings of the 12th International Conference on Extending Database Technology: Advances in Database Technology, EDBT'09. p. 379-390 12 p. (Proceedings of the 12th International Conference on Extending Database Technology: Advances in Database Technology, EDBT'09).

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

    24 Scopus citations
  • SQL: From traditional databases to big data

    Silva, Y., Almeida, I. & Queiroz, M., Feb 17 2016, SIGCSE 2016 - Proceedings of the 47th ACM Technical Symposium on Computing Science Education. Association for Computing Machinery, Inc, p. 413-418 6 p.

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

    26 Scopus citations
  • Similarity Grouping in Big Data Systems

    Silva, Y. N., Sandoval, M., Prado, D., Wallace, X. & Rong, C., 2019, Similarity Search and Applications - 12th International Conference, SISAP 2019, Proceedings. Amato, G., Gennaro, C., Oria, V. & Radovanovic, M. (eds.). Springer, p. 212-220 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11807 LNCS).

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

  • Similarity Group-By operators for multi-dimensional relational data

    Tang, M., Tahboub, R. Y., Aref, W. G., Atallah, M. J., Malluhi, Q. M., Ouzzani, M. & Silva, Y., Jun 22 2016, 2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016. Institute of Electrical and Electronics Engineers Inc., p. 1448-1449 2 p. 7498368. (2016 IEEE 32nd International Conference on Data Engineering, ICDE 2016).

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

    2 Scopus citations
  • Similarity group-by

    Silva, Y. N., Aref, W. G. & Ali, M. H., 2009, Proceedings - 25th IEEE International Conference on Data Engineering, ICDE 2009. p. 904-915 12 p. 4812464. (Proceedings - International Conference on Data Engineering).

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

    23 Scopus citations
  • SimDB: A similarity-aware database system

    Silva, Y. N., Aly, A. M., Aref, W. G. & Larson, P. A., Jul 23 2010, Proceedings of the 2010 International Conference on Management of Data, SIGMOD '10. p. 1243-1246 4 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

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

    27 Scopus citations
  • Realizing privacy-preserving features in hippocratic databases

    Laura-Silva, Y. & Aref, W. G., 2007, Workshops in Conjunction with the International Conference on Data Engineering - ICDE' 07. p. 198-206 9 p. 4400992. (Proceedings - International Conference on Data Engineering).

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

    4 Scopus citations
  • Querying databases by snapping blocks

    Silva, Y. & Chon, J., May 26 2015, 2015 IEEE 31st International Conference on Data Engineering, ICDE 2015. IEEE Computer Society, p. 1472-1475 4 p. 7113404. (Proceedings - International Conference on Data Engineering; vol. 2015-May).

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

    2 Scopus citations
  • Pi-Bully: Personalized cyberbullying detection with peer influence

    Cheng, L., Li, J., Silva, Y., Hall, D. & Liu, H., 2019, Proceedings of the 28th International Joint Conference on Artificial Intelligence, IJCAI 2019. Kraus, S. (ed.). International Joint Conferences on Artificial Intelligence, p. 5829-5835 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2019-August).

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

    Open Access
    15 Scopus citations
  • Mitigating bias in session-based cyberbullying detection: A non-compromising approach

    Cheng, L., Mosallanezhad, A., Silva, Y. N., Hall, D. L. & Liu, H., 2021, ACL-IJCNLP 2021 - 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 2158-2168 11 p. (ACL-IJCNLP 2021 - 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Proceedings of the Conference).

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

    7 Scopus citations
  • MapReduce-based similarity join for metric spaces

    Silva, Y., Reed, J. M. & Tsosie, L. M., Oct 4 2012, Proceedings of the 1st International Workshop on Cloud Intelligence, Cloud-I 2012. 2347676. (ACM International Conference Proceeding Series).

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

    4 Scopus citations
  • Managing biological data using bdbms

    Eltabakh, M. Y., Ouzzani, M., Aref, W. G., Elmagarmid, A. K., Laura-Silva, Y., Arshad, M. U., Salt, D. & Baxter, I., 2008, Proceedings of the 2008 IEEE 24th International Conference on Data Engineering, ICDE'08. p. 1600-1603 4 p. 4497631. (Proceedings - International Conference on Data Engineering).

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

    17 Scopus citations
  • Integrating Big Data into the computing curricula

    Silva, Y., Dietrich, S., Reed, J. M. & Tsosie, L. M., 2014, SIGCSE 2014 - Proceedings of the 45th ACM Technical Symposium on Computer Science Education. Association for Computing Machinery, p. 139-144 6 p.

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

    15 Scopus citations
  • Index-based R-S similarity joins

    Pearson, S. S. & Silva, Y., Jan 1 2014, Similarity Search and Applications - 7th International Conference, SISAP 2014, Proceedings. Traina, A. J. M., Traina, C. & Cordeiro, R. L. F. (eds.). Springer Verlag, p. 106-112 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8821).

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

    12 Scopus citations
  • Hippocratic postgre SQL

    Padma, J., Silva, Y. N., Arshad, M. U. & Aref, W. G., 2009, Proceedings - 25th IEEE International Conference on Data Engineering, ICDE 2009. p. 1555-1558 4 p. 4812571. (Proceedings - International Conference on Data Engineering).

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

    4 Scopus citations
  • Hierarchical attention networks for cyberbullying detection on the instagram social network

    Cheng, L., Guo, R., Silva, Y., Hall, D. & Liu, H., 2019, SIAM International Conference on Data Mining, SDM 2019. Society for Industrial and Applied Mathematics Publications, p. 235-243 9 p. (SIAM International Conference on Data Mining, SDM 2019).

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

    Open Access
    39 Scopus citations
  • Fast & scalable distributed set similarity joins for big data analytics

    Rong, C., Lin, C., Silva, Y., Wang, J., Lu, W. & Du, X., May 16 2017, Proceedings - 2017 IEEE 33rd International Conference on Data Engineering, ICDE 2017. IEEE Computer Society, p. 1059-1070 12 p. 7930047. (Proceedings - International Conference on Data Engineering).

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

    37 Scopus citations
  • Exploiting similarity-aware grouping in decision support systems

    Silva, Y. N., Arshad, M. U. & Aref, W. G., Sep 21 2009, Proceedings of the 12th International Conference on Extending Database Technology: Advances in Database Technology, EDBT'09. p. 1144-1147 4 p. (Proceedings of the 12th International Conference on Extending Database Technology: Advances in Database Technology, EDBT'09).

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

    4 Scopus citations
  • Exploiting MapReduce-based similarity joins

    Silva, Y. & Reed, J. M., Jun 28 2012, SIGMOD '12 - Proceedings of the International Conference on Management of Data. p. 693-696 4 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

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

    40 Scopus citations
  • Exploiting common subexpressions for cloud query processing

    Silva, Y., Larson, P. A. & Zhou, J., 2012, Proceedings - International Conference on Data Engineering. p. 1337-1348 12 p. 6228202

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

    27 Scopus citations
  • DBSnap-Eval: Identifying Database Query Construction Patterns

    Silva, Y. N., Loza, A. & Razente, H., Jul 7 2022, ITiCSE 2022 - Proceedings of the 27th ACM Conference on Innovation and Technology in Computer Science Education. Association for Computing Machinery, p. 131-137 7 p. (Annual Conference on Innovation and Technology in Computer Science Education, ITiCSE; vol. 1).

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

  • DBSnap 2: New Features to Construct Database Queries by Snapping Blocks

    Silva, Y. N., Loza, A. & Razente, H., Jul 7 2022, ITiCSE 2022 - Proceedings of the 27th ACM Conference on Innovation and Technology in Computer Science Education. Association for Computing Machinery, p. 601-602 2 p. (Annual Conference on Innovation and Technology in Computer Science Education, ITiCSE; vol. 2).

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

  • DBSnap++: Creating data-driven programs by snapping blocks

    Silva, Y., Schenk, T. G., Nieuwenhuyse, A. & Symons, A., Jul 2 2018, ITiCSE 2018 - Proceedings of the 23rd Annual ACM Conference on Innovation and Technology in Computer Science Education. Andreou, P., Armoni, M., Read, J. C. & Polycarpou, I. (eds.). Association for Computing Machinery, p. 170-175 6 p. (Annual Conference on Innovation and Technology in Computer Science Education, ITiCSE).

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

    3 Scopus citations
  • DBSnap: Learning database queries by snapping blocks

    Silva, Y. & Chon, J., Feb 24 2015, SIGCSE 2015 - Proceedings of the 46th ACM Technical Symposium on Computer Science Education. Decker, A., Eiselt, K., Tims, J. & Alphonce, C. (eds.). Association for Computing Machinery, p. 179-184 6 p. (SIGCSE 2015 - Proceedings of the 46th ACM Technical Symposium on Computer Science Education).

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

    9 Scopus citations
  • Database similarity join for metric spaces

    Silva, Y., Pearson, S. S. & Cheney, J. A., Oct 30 2013, Similarity Search and Applications - 6th International Conference, SISAP 2013, Proceedings. p. 266-279 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8199 LNCS).

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

    11 Scopus citations
  • Comparing mapreduce-based k-NN similarity joins on hadoop for high-dimensional data

    Čech, P., Maroušek, J., Lokoč, J., Silva, Y. & Starks, J., 2017, Advanced Data Mining and Applications - 13th International Conference, ADMA 2017, Proceedings. Peng, W-C., Zhang, W. E., Cong, G., Sun, A. & Li, C. (eds.). Springer Verlag, p. 63-75 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10604 LNAI).

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

    8 Scopus citations
  • BullyBlocker: An app to identify cyberbullying in facebook

    Silva, Y., Rich, C., Chon, J. & Tsosie, L. M., Nov 21 2016, Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2016. Kumar, R., Caverlee, J. & Tong, H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1401-1405 5 p. 7752430. (Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2016).

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

    7 Scopus citations
  • BullyBlocker: Towards the identification of cyberbullying in social networking sites

    Silva, Y., Rich, C. & Hall, D., Nov 21 2016, Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2016. Kumar, R., Caverlee, J. & Tong, H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1377-1379 3 p. 7752420. (Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2016).

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

    14 Scopus citations
  • Bias Mitigation for Toxicity Detection via Sequential Decisions

    Cheng, L., Mosallanezhad, A., Silva, Y. N., Hall, D. & Liu, H., Jul 6 2022, SIGIR 2022 - Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 1750-1760 11 p. (SIGIR 2022 - Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval).

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

  • An experimental survey of mapreduce-based similarity joins

    Silva, Y., Reed, J., Brown, K., Wadsworth, A. & Rong, C., 2016, Similarity Search and Applications - 9th International Conference, SISAP 2016, Proceedings. Springer Verlag, Vol. 9939 LNCS. p. 181-195 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9939 LNCS).

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

    8 Scopus citations