Publications:

Kriegel H.-P., Kunath P., Pryakhin A., Schubert M.:
MUSE: Multi-Represented Similarity Estimation. In Proc. 24nd Int. Conf. on Data Engineering (ICDE'08), Cancun, Mexico, 2008.

Assfalg J., Kriegel H.-P., Kröger P., Kunath P., Pryakhin A., Renz M.:
T-Time: Threshold-Based Data Mining on Time Series. In Proc. 24nd Int. Conf. on Data Engineering (ICDE'08), Cancun, Mexico, 2008.

Kriegel H.-P., Kunath P., Pryakhin A., Schubert M.:
Distribution-Based Similarity for Multi-Represented Multimedia Objects. In Proc. 14th International MultiMedia Modelling Conference (MMM'08), Kyoto, Japan, 2008.


Assfalg J., Kriegel H.-P., Kröger P., Kunath P., Pryakhin A., Renz M.:
Similarity Search in Multimedia Time Series Data using Amplitude-Level Features. In Proc. 14th International MultiMedia Modelling Conference (MMM'08), Kyoto, Japan, 2008.


Kriegel H.-P., Pryakhin A., Schubert M., Zimek A.:
COSMIC: Conceptually Specified Multi-Instance Clusters, to appear in: Proc. 6th international Conference on Data Mining (ICDM'06), Hong Kong, China, 2006.

Achtert E., Böhm C., Kröger P., Kunath P., Pryakhin A., Renz M.:
Approximate Reverse k-Nearest Neighbor Queries in General Metric Spaces (Poster), to appear in: Int. Conf. on Information and Knowledge Management (CIKM'06), 2006.

Achtert E., Böhm C., Brecheisen S., Kriegel H.-P., Kunath P., Pryakhin A., Renz M., Schubert M.: Komplexe Objektbeschreibungen zur Suche in Multimedia-Datenbanken, to appear in: Datenbank-Spektrum, 2006.

Achtert E., Böhm C., Kröger P., Kunath P., Pryakhin A., Renz M.:
Efficient Reverse k-Nearest Neighbor Search in Arbitrary Metric Spaces, in Proc. ACM Int. Conf. on Management of Data (SIGMOD'06), Chicago, IL, 2006.

Böhm C., Pryakhin A., Schubert M.:
Probabilistic Ranking Queries on Gaussians, in Proc. 18th Int. Conf. on Scientific and Statistical Database Management (SSDBM'06), Vienna, Austria, 2006.

Aßfalg J., Kriegel H.-P., Kröger P., Kunath P., Pryakhin A., Renz M.:
Time Series Analysis Using the Concept of Adaptable Threshold Similarity, in Proc. 18th Int. Conf. on Scientific and Statistical Database Management (SSDBM'06), Vienna, Austria, 2006.

Brecheisen S., Kriegel H.-P., Kunath P., Pryakhin A.:
Hierarchical Genre Classification for Large Music Collections, in Proc. 2006 IEEE Int. Conf. on Multimedia & Expo (ICME'06), Toronto, Ontario, Canada, 2006.

Aßfalg J., Kriegel H.-P., Kröger P., Kunath P., Pryakhin A., Renz M.:
Similarity Search on Time Series based on Threshold Queries, Proc. 10th Int. Conf. on Extending Database Technology (EDBT'06), Munich, Germany, in: Lecture Notes in Computer Science (LNCS), Springer, Vol. 3896, 2006, pp. 276-294.

Aßfalg J., Kriegel H.-P., Kröger P., Kunath P., Pryakhin A., Renz M.:
TQuEST: Threshold Query Execution for Large Sets of Time Series, (Demonstration), Proc. 10th Int. Conf. on Extending Database Technology (EDBT'06), Munich, Germany, in: Lecture Notes in Computer Science (LNCS), Springer, Vol. 3896, 2006, pp. 1147-1150.

Brecheisen S., Kriegel H.-P., Kunath P., Pryakhin A., Vorberger F.:
MUSCLE: Music Classification Engine with User Feedback, Demonstration, 10th Int. Conf. on Extending Database Technology (EDBT'06), Munich, Germany, in: Lecture Notes in Computer Science (LNCS), Springer, Vol. 3896, pp. 1164-1167, 2006.

Achtert E., Kriegel H.-P., Pryakhin A., Schubert M.:
Clustering Multi-Represented Objects Using Combination Trees , Proc. 10th Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD 2006), Singapore, 2006.

Kriegel H.-P., Kröger P., Kunath P.,Pryakhin A.:
Effective Similarity Search in Multimedia Databases Using Multiple Representations, The 12th IEEE Int. MultiMedia Modelling Conf. (MMM'06), Beijing, China.

Aßfalg J., Kriegel H.-P., Kröger P., Kunath P., Pryakhin A., Renz M.:
Threshold Similarity Queries in Large Time Series Databases,
in Proc. 22nd IEEE Int. Conf. on Data Engineering (ICDE'06), Atlanta, GA, USA, 2006.

Böhm, C., Pryakhin A., Schubert M.:
The Gaus-Tree: Efficient Object Identification of Probabilistic Feature Vectors,
in Proc. 22nd IEEE Int. Conf. on Data Engeneering (ICDE'06), Atlanta, GA, USA, 2006.

Assfalg J., Kriegel H.-P., Kröger P., Kunath P., Pryakhin A., Renz M.:
Semi-Supervised Threshold Queries on Pharmacogenomics Time Sequences.
In Proc. 4th Asia Pacific Bioinformatics Conference (APBC'06), Taipei, Taiwan, 2006.

Kriegel H.-P., Kröger P., Pryakhin A., Schubert M.:
Effective and Efficient Distributed Model-based Clustering
in Proc. 5th Int. Conf. on Data Mining (ICDM'05), Houston, Texas, USA, 2005.

Achtert E., Kriegel H.-P., Pryakhin A., Schubert M.:
Hierarchical Density-Based Clustering for Multi-Represented Objects, in Proc. 5th Int. Conf. on Data Mining (ICDM'05, IEEE MCD'05), Houston, Texas, USA, 2005.

Kriegel H.-P., Pryakhin A., Schubert M.:
Multi-represented kNN-Classification for Large Class Sets,
in Proc. 10th International Conference on Database Systems for Advanced Applications (DASFAA'05), Beijing, China, 2005.

Kailing K., Kriegel H.-P., Pryakhin A., Schubert M.:
Clustering Multi-Represented Objects with Noise,
Proc. 8th Pacific-Asia Conference on Knowledge Discovery and Data Mining
(PAKDD'04), Sydney, Australia, 2004.

Kriegel H.-P., Kröger P., Pryakhin A., Schubert M.:
Using Support Vector Machines for Classifying Large Sets of Multi-Represented Objects, in Proc. SIAM Int. Conf. on Data Mining (SDM'2004), Lake Buena Vista, Florida, USA, 2004.

Pryakhin A.: "Hierarchische Klassifikation biomolekularer Objekte mittels Kombination verschiedener Repräsentationen." Diploma Thesis, University of Munich, 2003

 

Talks:

Hierarchical Genre Classification for Large Music Collections, The 7th IEEE Int. Conf. on Multimedia & Expo (ICME'06), Toronto, Ontario, Canada, 2006.

Probabilistic Ranking Queries on Gaussians, 18th Int. Conf. on Scientific and Statistical Database Management (SSDBM'06), Vienna, Austria, 2006.

The Gaus-Tree: Efficient Object Identification of Probabilistic Feature Vectors, The 22nd IEEE Int. Conf. on Data Engeneering (ICDE'06), Atlanta, GA, USA, 2006.

TQuEST: Threshold Query Execution for Large Sets of Time Series, (Demonstration), The 10th Int. Conf. on Extending Database Technology (EDBT'06).

Effective Similarity Search in Multimedia Databases Using Multiple Representations, The 12th IEEE Int. MultiMedia Modelling Conf. (MMM'06), Beijing, China.

Distributed Intersection Join of Complex Interval Sequences, The 10th Int. Conf. on Database Systems for Advanced Applications (DASFAA'05), Bejing, China, 2005.

Multi-represented kNN-Classification for Large Class Sets, The 10th Int. Conf. on Database Systems for Advanced Applications (DASFAA'05), Bejing, China, 2005.

 

External Referee:

PKDD'06 - European Conf. on Principles and Practice of Knowledge Discovery in Databases, 2006.

EDBT'06 - Int. Conf. on Extending Database Technology, 2006.

ICDE'06 - Int. Conf on Data Engeneering, 2006.

VLDB'05 - Int. Conf on Very Large Databases, 2005.

VLDB'04 - Int. Conf on Very Large Databases, 2004.

KDD'04 - ACM SIGKDD Int. Conf. on Knowledge Discovery & Data Mining, 2004.