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keywords
algorithms, data engineering, indexing, large graphs,
probabilistic data, social networks, non-metric spaces, embeddings,
subsequence matching, multiple query optimization, biological data,
time-series, machine learning, databases, spatiotemporal data, data
streams.
publications
- M.
Potamias, F. Bonchi,
C. Castillo, and A.
Gionis
Fast Shortest Path Distance Estimation in Large Networks.
In ACM CIKM, November 2009, Hong Kong.
[pdf] [acm] [slides-cikm]
[best student paper award]
- M. Potamias,
and V. Athitsos.
Nearest Neighbor Search Methods for Handshape Recognition.
In PETRA, July 2008, Athens, Greece.
[pdf] [acm]
- V.
Athitsos, P. Papapetrou,
M. Potamias, G.
Kollios, and D. Gunopulos.
Approximate Embedding-Based Subsequence Matching of Time Series.
In ACM SIGMOD, June 2008, Vancouver, Canada.
[pdf] [acm]
- V.
Athitsos, M. Potamias,
P. Papapetrou, and
G. Kollios.
Nearest Neighbor Retrieval Using Distance-Based Hashing.
In IEEE ICDE, April 2008, Cancun, Mexico.
[pdf] [ieee]
[slides-icde] [poster-nedbday]
- D.
Sacharidis, K. Patroumpas,
M. Terrovitis,
V. Kantere, M.
Potamias, K.
Mouratidis, and T.
Sellis.
On-line Discovery of Hot Motion Paths.
In EDBT, March 2008, Nantes, France.
[pdf] [acm]
- M. Potamias,
K. Patroumpas, and
T. Sellis.
Online Amnesic Summarization of Streaming Locations.
In SSTD, July 2007, Boston, MA.
[pdf] [springer]
- M. Potamias,
K. Patroumpas, and
T. Sellis. (poster)
Amnesic Online Synopses for Moving Objects.
In ACM CIKM, November 2006, Arlington, VA.
[pdf] [acm]
[poster]
- M. Potamias,
K. Patroumpas, and
T. Sellis.
Sampling Trajectory Streams with Spatiotemporal Criteria.
In SSDBM, July 2006, Vienna, Austria.
[pdf] [ieee]
theses
- M. Potamias
(Master of Arts Thesis)
Indexing Distances in Large Graphs and Applications to Search Tasks.
Department of Computer Science
Boston University
December 2008, Boston, MA
Comittee: Prof George
Kollios and Prof Stan
Sclaroff
[pdf] [@bu-2008-029]
- M. Potamias
(Diploma Thesis)
Compressing Trajectory Data of Moving Objects.
School of Electrical and Computer Engineering
National Tecnical University of Athens
September 2005, Athens, Greece
[pdf-greek] [@ntua]
Supervised by Prof Timos
Sellis, and Kostas
Patroumpas
[best diploma thesis award of ntua in
2005 by the ntua senate]
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