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Research Output

  • 15 Conference contribution
  • 8 Article
  • 1 Conference article
2019

Hierarchical measurement strategy for cost-effective interpolation of spatiotemporal data in manufacturing

Yang, Y., Zhang, Y., Cai, Y. D., Lu, Q., Koric, S. & Shao, C., Oct 2019, In : Journal of Manufacturing Systems. 53, p. 159-168 10 p.

Research output: Contribution to journalArticle

2018

High-performance computing based big data analytics for smart manufacturing

Yang, Y., Dora Cai, Y., Lu, Q., Zhang, Y., Koric, S. & Shao, C., Jan 1 2018, Manufacturing Equipment and Systems. American Society of Mechanical Engineers (ASME), (ASME 2018 13th International Manufacturing Science and Engineering Conference, MSEC 2018; vol. 3).

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

2016

Do Men Advance Faster Than Women? Debunking the Gender Performance Gap in Two Massively Multiplayer Online Games

Shen, C., Ratan, R., Cai, Y. D. & Leavitt, A., Jul 1 2016, In : Journal of Computer-Mediated Communication. 21, 4, p. 312-329 18 p.

Research output: Contribution to journalArticle

Open Access
2015

Champions of equality: Examining gender egalitarianism in virtual teams across cultures

Riedl, B. C., Cai, Y. D., Ratan, R. A., Shen, C. & Picot, A., Mar 26 2015, Proceedings of the 48th Annual Hawaii International Conference on System Sciences, HICSS 2015. Sprague, R. H. & Bui, T. X. (eds.). IEEE Computer Society, p. 393-401 9 p. 7069704. (Proceedings of the Annual Hawaii International Conference on System Sciences; vol. 2015-March).

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

Discovering the influence of socioeconomic factors on online game behaviors

Zhan, M., Cai, Y. D. & Guo, D., Jul 26 2015, Proceedings of the XSEDE 2015 Conference: Scientific Advancements Enabled by Enhanced Cyberinfrastructure. Association for Computing Machinery, a7. (ACM International Conference Proceeding Series; vol. 2015-July).

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

Grouping game players using parallelized K-Means on supercomputers

Cai, Y. D., Ratan, R., Shen, C. & Alameda, J., Jul 26 2015, Proceedings of the XSEDE 2015 Conference: Scientific Advancements Enabled by Enhanced Cyberinfrastructure. Association for Computing Machinery, a10. (ACM International Conference Proceeding Series; vol. 2015-July).

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

2014

Featureselector: An XSEDE-enabled tool for massive game log analysis

Cai, Y. D., Riedl, B. C., Ratan, R. R., Shen, C. & Picot, A., Jul 1 2014, Proceedings of the XSEDE 2014 Conference: Engaging Communities. Association for Computing Machinery (ACM), 17. (ACM International Conference Proceeding Series).

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

2013

SocialMapExplorer: Visualizing social networks of massively multiplayer online games in temporal-geographic space

Cai, Y. D., Ahmed, I., Pilny, A., Brown, C., Atouba, Y. & Poole, M. S., Aug 26 2013, Proceedings of the XSEDE 2013 Conference: Gateway to Discovery. 18. (ACM International Conference Proceeding Series).

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

2012

Comparing the performance of group detection algorithm in serial and parallel processing environments

Brown, C., Poole, M. S., Ahmed, I., Pilny, A., Cai, D. & Atouba, Y., Aug 29 2012, Proceedings of the XSEDE12 Conference: Bridging from the eXtreme to the Campus and Beyond. (ACM International Conference Proceeding Series).

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

2011

Identification of groups in online environments: The twist and turns of grouping groups

Ahmed, I., Brown, C., Pilny, A., Cai, D., Ada, Y. A. & Poole, M. S., Dec 1 2011, Proceedings - 2011 IEEE International Conference on Privacy, Security, Risk and Trust and IEEE International Conference on Social Computing, PASSAT/SocialCom 2011. p. 629-632 4 p. 6113184. (Proceedings - 2011 IEEE International Conference on Privacy, Security, Risk and Trust and IEEE International Conference on Social Computing, PASSAT/SocialCom 2011).

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

The virtual worlds exploratorium: Using large-scale data and computational techniques for communication research

Williams, D., Contractor, N., Poole, M. S., Srivastava, J. & Cai, D., Apr 1 2011, In : Communication Methods and Measures. 5, 2, p. 163-180 18 p.

Research output: Contribution to journalArticle

2010

The dark energy survey data management system as a data lntensive science gateway

Kotwani, K., Myers, J., Baker, B., Mohr, J., Daues, G., Darnell, T., Armstrong, B., McLaren, T., Plutchak, J., Cai, D., Gower, M., Desai, S. & Chandra, A., Nov 29 2010, Proceedings of the 8th International Workshop on Middleware for Grids, Clouds and e-Science, MGC 2010 - Held at the ACM/IFIP/USENIX 11th International Middleware Conference. Association for Computing Machinery, Inc, 9. (Proceedings of the 8th International Workshop on Middleware for Grids, Clouds and e-Science, MGC 2010 - Held at the ACM/IFIP/USENIX 11th International Middleware Conference).

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

2008

The dark energy survey data management system

Mohr, J. J., Adams, D., Barkhouse, W., Beldica, C., Bertin, E., Cai, Y. D., Da Costa, L. A. N., Darnell, J. A., Daues, G., Jarvis, M., Gower, M., Lin, H., Martelli, L., Neilsen, E., Ngeow, C. C., Ogando, R. L. C., Parga, A., Sheldon, E., Tucker, D., Kuropatkin, N. & 1 others, Stoughton, C., Dec 1 2008, Observatory Operations: Strategies, Processes, and Systems II. 70160L. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 7016).

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

2006

Cyber-infrastructure to support science and data management for the dark energy survey

Ngeow, C., Mohr, J. J., Alam, T., Barkhouse, W. A., Beldica, C., Cai, D., Daues, G., Plante, R., Annis, J., Lin, H., Tucker, D. & Smith, R. C., Oct 9 2006, Observatory Operations: Strategies, Processes, and Systems. 627023. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 6270).

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

2005

Optimized data loading for a multi-terabyte sky survey repository

Cai, Y. D., Aydt, R. & Brunner, R. J., Dec 1 2005, Proceedings - Thirteenth International Symposium on Temporal Representation and Reasoning, TIME 2006. 1559994. (Proceedings of the ACM/IEEE 2005 Supercomputing Conference, SC'05; vol. 2005).

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

Scream cube: An architecture for multi-dimensional analysis of data streams

Han, J., Chen, Y., Dong, G., Pei, J., Wah, B. W., Wang, J. & Cai, Y. D., Sep 1 2005, In : Distributed and Parallel Databases. 18, 2, p. 173-197 25 p.

Research output: Contribution to journalArticle

2004

MAIDS: Mining alarming incidents from data streams

Cai, Y. D., Clutter, D., Pape, G., Han, J., Welge, M. & Auvil, L., Jul 27 2004, In : Proceedings of the ACM SIGMOD International Conference on Management of Data. p. 919-920 2 p.

Research output: Contribution to journalConference article

2003

CoMine: Efficient mining of correlated patterns

Lee, Y. K., Kim, W. Y., Cai, Y. D. & Han, J., Dec 1 2003, Proceedings - 3rd IEEE International Conference on Data Mining, ICDM 2003. p. 581-584 4 p. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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

1994

DBLearn: A system prototype for knowledge discovery in relational databases

Han, J., Fu, Y., Huang, Y., Cai, Y. & Cercone, N., May 24 1994, In : ACM SIGMOD Record. 23, 2, p. 516 1 p.

Research output: Contribution to journalArticle

DBLearn: a system prototype for knowledge discovery in relational databases

Han, J., Fu, Y., Huang, Y., Cai, Y. & Cercone, N., Jun 1 1994, Proceedings of the ACM SIGMOD International Conference on Management of Data. Snodgrass, R. T. & Winslett, M. (eds.). 2 ed. Publ by ACM, 1 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data; vol. 23, no. 2).

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

SystemX and DBLEARN: Easily Getting More from Your Relational Database

Cercone, N., Han, J., McFetridge, P., Popowich, F., Cai, Y., Fass, D., Groeneboer, C., Hall, G. & Huang, Y., Jan 1 1994, In : Integrated Computer-Aided Engineering. 1, 4, p. 311-339 29 p.

Research output: Contribution to journalArticle

1993

Data-Driven Discovery of Quantitative Rules in Relational Databases

Han, J., Cai, Y. & Cercone, N., Feb 1993, In : IEEE Transactions on Knowledge and Data Engineering. 5, 1, p. 29-40 12 p.

Research output: Contribution to journalArticle

1991

Learning in relational databases: an attribute‐oriented approach

CAI, YANDONG., CERCONE, NICK. & HAN, JIAWEI., Aug 1991, In : Computational Intelligence. 7, 3, p. 119-132 14 p.

Research output: Contribution to journalArticle

1990

Attribute-oriented approach for learning classification rules from relational databases

Cai, Y. D., Cercone, N. & Han, J., 1990, Proceedings - Sixth International Conference on Data Engineering. Publ by IEEE, p. 281-288 8 p.

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