Assistant Professor, Computer Science and Engineering
Dr. David C. Anastasiu is an Assistant Professor in the Computer Science and Engineering department at Santa Clara University. He was previoiusly an Assistant Professor in the Department of Computer Engineering at San Jose State University. His research interests fall broadly at the intersection of data mining, high performance computing, information retrieval, and cloud and distributed computing. Much of his work has been focused on scalable and efficient methods for analyzing sparse data. He has developed serial and parallel methods for identifying near neighbors, methods for characterizing how user behavior changes over time, and methods for personalized and collaborative presentation of Web search results. His future research directions of interest include:
- Knowledge discovery from Sparse Big Data.
- Scalable quantitative methods for Data Mining.
- Analysis of dynamic heterogeneous information networks.
- Outlier detection in multivariate time-series.
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About David C. Anastasiu
Dr. David C. Anastasiu is an Assistant Professor in the Computer Science and Engineering department at Santa Clara University. He was previoiusly an Assistant Professor in the Department of Computer Engineering at San Jose State University. His research interests fall broadly at the intersection of data mining, high performance computing, information retrieval, and cloud and distributed computing. Much of his work has been focused on scalable and efficient methods for analyzing sparse data. He has developed serial and parallel methods for identifying near neighbors, methods for characterizing how user behavior changes over time, and methods for personalized and collaborative presentation of Web search results. His future research directions of interest include:
- Knowledge discovery from Sparse Big Data.
- Scalable quantitative methods for Data Mining.
- Analysis of dynamic heterogeneous information networks.
- Outlier detection in multivariate time-series.
| 2020 - Present | Assistant Professor in Computer Science and Engineering, Santa Clara University ‐ School of Engineering | |
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| August 2016 - 2019 | Assistant Professor, San Jose State University ‐ Computer Engineering | |
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| September 2011 - August 2016 | Research Assistant, University of Minnesota - Twin Cities | |
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Disciplines
Research Interests
Data mining, High performance computing, Information retrieval, Cloud and distributed computing, Scalable and efficient methods for analyzing sparse data, Knowledge discovery from Sparse Big Data, Scalable quantitative methods for Data Mining, Analysis of dynamic heterogeneous information networks, and Outlier detection in multivariate time-series
Courses
- CMPE 239 - Web and Data Mining
| 2016 | Ph.D., University of Minnesota - Twin Cities ‐ Computer Science | |
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| 2011 | M.S., Texas State University - San Marcos ‐ Computer Science | |
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| 2009 | Post Graduate Certificate, Texas State University - San Marcos ‐ Computer Science | |
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| 2001 | B.A., Moody Bible Institute ‐ Theology | |
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Contact Information
Dr. David C. Anastasiu
Assistant Professor, Computer Science and Engineering Department
danastasiu@scu.edu
408-551-1941