Alexey Pryakhin

According to our database1, Alexey Pryakhin authored at least 40 papers between 2004 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Bibliography

2024
Optimizing dialysis water treatment based on medical planning requirements.
Expert Syst. Appl., 2024

2010
Investigating a Correlation between Subcellular Localization and Fold of Proteins.
J. Univers. Comput. Sci., 2010

2009
Supervised Ensembles of Prediction Methods for Subcellular Localization.
J. Bioinform. Comput. Biol., 2009

2008
Distribution-Based Similarity for Multi-represented Multimedia Objects.
Proceedings of the Advances in Multimedia Modeling, 2008

Similarity Search in Multimedia Time Series Data Using Amplitude-Level Features.
Proceedings of the Advances in Multimedia Modeling, 2008

MUSE: Multi-Represented Similarity Estimation.
Proceedings of the 24th International Conference on Data Engineering, 2008

T-Time: Threshold-Based Data Mining on Time Series.
Proceedings of the 24th International Conference on Data Engineering, 2008

Approximate Clustering of Time Series Using Compact Model-Based Descriptions.
Proceedings of the Database Systems for Advanced Applications, 2008

Analysis of Time Series Using Compact Model-Based Descriptions.
Proceedings of the Database Systems for Advanced Applications, 2008

Index-Supported Similarity Search Using Multiple Representations.
Proceedings of the Database Systems for Advanced Applications, 2008

2007
Efficient reverse <i>k</i>-nearest neighbor estimation.
Inform. Forsch. Entwickl., 2007

Future trends in data mining.
Data Min. Knowl. Discov., 2007

Querying Objects Modeled by Arbitrary Probability Distributions.
Proceedings of the Advances in Spatial and Temporal Databases, 2007

Multi-represented Classification Based on Confidence Estimation.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2007

ProVeR: Probabilistic Video Retrieval using the Gauss-Tree.
Proceedings of the 23rd International Conference on Data Engineering, 2007

Browsing and Sorting Digital Pictures Using Automatic Image Classification and Quality Analysis.
Proceedings of the Human-Computer Interaction. HCI Intelligent Multimodal Interaction Environments, 2007

Interval-Focused Similarity Search in Time Series Databases.
Proceedings of the Advances in Databases: Concepts, 2007

Effective and Efficient Indexing for Large Video Databases.
Proceedings of the Datenbanksysteme in Business, 2007

Efficient Reverse k-Nearest Neighbor Estimation.
Proceedings of the Datenbanksysteme in Business, 2007

2006
Similarity search and data mining techniques for advanced database systems.
PhD thesis, 2006

Komplexe Objektbeschreibungen zur Suche in Multimedia-Datenbanken.
Datenbank-Spektrum, 2006

Probabilistic Ranking Queries on Gaussians.
Proceedings of the 18th International Conference on Scientific and Statistical Database Management, 2006

Time Series Analysis Using the Concept of Adaptable Threshold Similarity.
Proceedings of the 18th International Conference on Scientific and Statistical Database Management, 2006

Efficient reverse k-nearest neighbor search in arbitrary metric spaces.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2006

An EM-Approach for Clustering Multi-Instance Objects.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2006

Clustering Multi-represented Objects Using Combination Trees.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2006

Effective similarity search in multimedia databases using multiple representations.
Proceedings of the 12th International Conference on Multi Media Modeling (MMM 2006), 2006

Hierarchical Genre Classification for Large Music Collections.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

COSMIC: Conceptually Specified Multi-Instance Clusters.
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

The Gauss-Tree: Efficient Object Identification in Databases of Probabilistic Feature Vectors.
Proceedings of the 22nd International Conference on Data Engineering, 2006

Threshold Similarity Queries in Large Time Series Databases.
Proceedings of the 22nd International Conference on Data Engineering, 2006

MUSCLE: Music Classification Engine with User Feedback.
Proceedings of the Advances in Database Technology, 2006

TQuEST: Threshold Query Execution for Large Sets of Time Series.
Proceedings of the Advances in Database Technology, 2006

Similarity Search on Time Series Based on Threshold Queries.
Proceedings of the Advances in Database Technology, 2006

Approximate reverse k-nearest neighbor queries in general metric spaces.
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006

Semi-Supervised Threshold Queries on Pharmacogenomics Time Sequences.
Proceedings of 4th Asia-Pacific Bioinformatics Conference. 13-16 February 2006, 2006

2005
Effective and Efficient Distributed Model-Based Clustering.
Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

Multi-represented <i>k</i>NN-Classification for Large Class Sets.
Proceedings of the Database Systems for Advanced Applications, 2005

2004
Using Support Vector Machines for Classifying Large Sets of Multi-Represented Objects.
Proceedings of the Fourth SIAM International Conference on Data Mining, 2004

Clustering Multi-represented Objects with Noise.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2004


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