Publications
Here are my Google Scholar and DBLP entries.Interactive Data Exploration via Machine Learning Models
O. Papaemmanouil, Y. Diao, K. Dimitriadou, L. Peng
In Proceedings of IEEE Data Engineering Bulletin (invited paper). December 2016. (to appear)
AIDE: An Active Learning-based Approach for Interactive Data Exploration
K. Dimitriadou, O. Papaemmanouil, Y. Diao
IEEE Transactions on Knowledge and Data Engineering (TKDE), Volume 28, Issue 11, pages 2842 - 2856, November 2016.
pdf
AIDE: An Automatic User Navigation Service for Interactive Data Exploration (Demonstration)
Y. Diao, K. Dimitriadou, Z. Li, W. Liu, O. Papaemmanouil, K. Peng, L. Peng
In Proceedings of 41st International Conference on Very Large Databases (VLDB 2015)
pdf , video, poster
Explore-by-Example: An Automatic Query Steering Framework for Interactive Data Exploration
K. Dimitriadou, O. Papaemmanouil, Y. Diao
In Proceedings of the International Conference on Management of Data (SIGMOD 2014)
Automatic User Steering for Interactive Data Exploration
K. Dimitriadou
ICDE PhD Symposium 2014
Interactive Data Exploration based on User Relevance Feedback
K. Dimitriadou, O. Papaemmanouil, Y. Diao
In Proceedings of the 9th International Workshop on Self-Managing Database Systems (SMDB 2014)
Query Steering for Interactive Data Exploration.
U. Cetintemel, M. Cherniack, J. DeBrabant, Y. Diao, K. Dimitriadou, A. Kalinin, O. Papaemmanouil, S. Zdonik
In Proceedings of the 6th Biennial Conference in Innovative Data Systems Research (CIDR 2013), January 2013
Posters
Query Steering for Interactive Data Exploration
Y. Diao, K. Dimitriadou, W. Liu, O. Papaemmanouil, L. Peng
NEDB 2015
Auto Query Steering for Interactive Data Exploration Applications
K. Dimitriadou, O. Papaemmanouil, Y. Diao
NEDB 2013
Patents
Clustering of a Data Stream via an Orthogonal Transform Based Indexing
M. Kafai and K. Dimitriadou
Filed 2015
Update of a Neighbor Graph via an Orthogonal Transform Based Indexing
M. Kafai, K. Dimitriadou, and A. Mitchell
Filed 2015