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Research Output 2007 2019

  • 342 Citations
  • 11 h-Index
  • 27 Conference contribution
  • 6 Article
  • 2 Chapter
  • 1 Editorial
2019
1 Citation (Scopus)

Hierarchical attention networks for cyberbullying detection on the instagram social network

Cheng, L., Guo, R., Silva, Y., Hall, D. & Liu, H., Jan 1 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

Experiments
5 Citations (Scopus)

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

Heterogeneous networks
Identification (control systems)
2018
2 Citations (Scopus)

BullyBlocker: toward an interdisciplinary approach to identify cyberbullying

Silva, Y., Hall, D. & Rich, C., Dec 1 2018, In : Social Network Analysis and Mining. 8, 1, 18.

Research output: Contribution to journalArticle

Identification (control systems)
psychology
Application programs
computer science
Computer science

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.

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

Specifications
Computer science
programming
Education
instruction

Preface

Marchand-Maillet, S., Silva, Y. & Chávez, E., Jan 1 2018, In : Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 11223 LNCS, p. V-VI

Research output: Contribution to journalEditorial

2017
3 Citations (Scopus)

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. Springer Verlag, Vol. 10604 LNAI. 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

MapReduce
High-dimensional Data
Join
Data mining
Exponential Growth
13 Citations (Scopus)

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

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

Scalability
Data integration
Parallel algorithms
Resource allocation
Costs
2016
3 Citations (Scopus)

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

MapReduce
Join
Distance Function
Open Source
Similarity
1 Citation (Scopus)

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. Institute of Electrical and Electronics Engineers Inc., p. 1401-1405 5 p. 7752430

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

facebook
Application programs
networking
parents
Digital storage
5 Citations (Scopus)

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. Institute of Electrical and Electronics Engineers Inc., p. 1377-1379 3 p. 7752420

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

networking
Application programs
Identification (control systems)
parents
Digital storage
9 Citations (Scopus)

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., Feb 1 2016, In : IEEE Transactions on Knowledge and Data Engineering. 28, 2, p. 510-523 14 p., 7289415.

Research output: Contribution to journalArticle

Semantics
Mathematical operators
2 Citations (Scopus)

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

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

Semantics
Mathematical operators
Operator
10 Citations (Scopus)

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

Query languages
Big data
Teaching
1 Citation (Scopus)

String similarity join with different similarity thresholds based on novel indexing techniques

Rong, C., Silva, Y. & Li, C., Oct 11 2016, (Accepted/In press) In : Frontiers of Computer Science. p. 1-13 13 p.

Research output: Contribution to journalArticle

Indexing
Join
Strings
Specifications
Scenarios
2015
3 Citations (Scopus)

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. Association for Computing Machinery, Inc, p. 179-184 6 p.

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

programming
data processing program
computer science
syntax
learning

Querying databases by snapping blocks

Silva, Y. & Chon, J., May 26 2015, Proceedings - International Conference on Data Engineering. IEEE Computer Society, Vol. 2015-May. p. 1472-1475 4 p. 7113404

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

Algebra
Demonstrations
Computer programming
Computer science
Education
9 Citations (Scopus)

Similarity joins: Their implementation and interactions with other database operators

Silva, Y., Pearson, S. S., Chon, J. & Roberts, R., Jun 1 2015, In : Information Systems. 52, p. 149-162 14 p., 1011.

Research output: Contribution to journalArticle

Mathematical operators
Engines
2014
9 Citations (Scopus)

Index-based R-S similarity joins

Pearson, S. S. & Silva, Y., 2014, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, Vol. 8821. 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

Join
Indexing
Record Linkage
Alternatives
Cleaning
10 Citations (Scopus)

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

Curricula
Information management
Computer science
Big data
Availability

Similarity join for big geographic data

Silva, Y., Reed, J. M., Tsosie, L. M. & Matti, T. A., Jan 1 2014, Geographical Information Systems: Trends and Technologies. CRC Press, p. 20-49 30 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Theaters
Processing
Websites
Internet
commodity
2013
8 Citations (Scopus)

Database similarity join for metric spaces

Silva, Y., Pearson, S. S. & Cheney, J. A., 2013, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 8199 LNCS. 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

Join
Metric space
Engines
Operator
Performance Evaluation
26 Citations (Scopus)

Similarity queries: Their conceptual evaluation, transformations, and processing

Silva, Y., Aref, W. G., Larson, P. A., Pearson, S. S. & Ali, M. H., Jun 2013, In : VLDB Journal. 22, 3, p. 395-420 26 p.

Research output: Contribution to journalArticle

Processing
Semantics
Costs
2012
19 Citations (Scopus)

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

Query processing
Costs
Servers
Industry
13 Citations (Scopus)

Exploiting database similarity joins for metric spaces

Silva, Y. & Pearson, S., Aug 2012, Proceedings of the VLDB Endowment. 12 ed. Vol. 5. p. 1922-1925 4 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Data storage equipment
28 Citations (Scopus)

Exploiting MapReduce-based similarity joins

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

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

2 Citations (Scopus)

MapReduce-based similarity join for metric spaces

Silva, Y., Reed, J. M. & Tsosie, L. M., 2012, ACM International Conference Proceeding Series. 2347676

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

Scalability
2010
24 Citations (Scopus)

SimDB: A similarity-aware database system

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

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

Machinery
Demonstrations
Processing
Costs
2 Citations (Scopus)

Supporting real-world activities in database management systems

Eltabakh, M. Y., Aref, W. G., Elmagarmid, A. K., Silva, Y. & Ouzzani, M., 2010, Proceedings - International Conference on Data Engineering. p. 808-811 4 p. 5447842

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

Time delay
Semantics
Engines
Processing
Experiments
39 Citations (Scopus)

The similarity join database operator

Silva, Y., Aref, W. G. & Ali, M. H., 2010, Proceedings - International Conference on Data Engineering. p. 892-903 12 p. 5447873

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

Data storage equipment
Sensor networks
Scalability
Cleaning
2009
3 Citations (Scopus)

Exploiting similarity-aware grouping in decision support systems

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

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

Decision support systems
Agglomeration
Data structures
Marketing
Profitability
2 Citations (Scopus)

Hippocratic postgre SQL

Padma, J., Silva, Y., Arshad, M. U. & Aref, W. G., 2009, Proceedings - International Conference on Data Engineering. p. 1555-1558 4 p. 4812571

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

Data privacy
Information systems
Engines
Compliance
21 Citations (Scopus)

Similarity group-by

Silva, Y., Aref, W. G. & Ali, M. H., 2009, Proceedings - International Conference on Data Engineering. p. 904-915 12 p. 4812464

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

Clustering algorithms
Decision support systems
Mathematical operators
Scalability
22 Citations (Scopus)

Supporting annotations on relations

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

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

Processing
30 Citations (Scopus)

The RUM-tree: Supporting frequent updates in R-trees using memos

Silva, Y., Xiong, X. & Aref, W. G., Jun 2009, In : VLDB Journal. 18, 3, p. 719-738 20 p.

Research output: Contribution to journalArticle

Costs
Concurrency control
Purging
Recovery
2008
14 Citations (Scopus)

Managing biological data using bdbms

Eltabakh, M. Y., Ouzzani, M., Aref, W. G., Elmagarmid, A. K., Silva, Y., Arshad, M. U., Salt, D. & Baxter, I., 2008, Proceedings - International Conference on Data Engineering. p. 1600-1603 4 p. 4497631

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

Storage management
Engines
Information management
2007
3 Citations (Scopus)

Realizing privacy-preserving features in hippocratic databases

Silva, Y. & Aref, W. G., 2007, Proceedings - International Conference on Data Engineering. p. 198-206 9 p. 4400992

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

Data privacy
Costs
Industry