Michail Vlachos

According to our database1, Michail Vlachos authored at least 88 papers between 2002 and 2019.

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Bibliography

2019
Addressing Interpretability and Cold-Start in Matrix Factorization for Recommender Systems.
IEEE Trans. Knowl. Data Eng., 2019

RecoNet: An Interpretable Neural Architecture for Recommender Systems.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

2018
Indexing and Similarity Search.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Faster Text Similarity Using a Linear-Complexity Relaxed Word Mover's Distance.
ERCIM News, 2018

Topic Modeling based on Keywords and Context.
Proceedings of the 2018 SIAM International Conference on Data Mining, 2018

Very-Low Random Projection Maps.
Proceedings of the 21th International Conference on Extending Database Technology, 2018

2017
Similarity Measures.
Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017

Dimensionality Reduction.
Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017

Trajectories, Discovering Similar.
Proceedings of the Encyclopedia of GIS., 2017

Scalable density-based clustering with quality guarantees using random projections.
Data Min. Knowl. Discov., 2017

Private and Right-Protected Big Data Publication: An Analysis.
Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

High-Performance Recommender System Training Using Co-Clustering on CPU/GPU Clusters.
Proceedings of the 46th International Conference on Parallel Processing, 2017

Scalable and Interpretable Product Recommendations via Overlapping Co-Clustering.
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Linear-complexity relaxed word Mover's distance with GPU acceleration.
Proceedings of the 2017 IEEE International Conference on Big Data, BigData 2017, 2017

2016
Toward interpretable predictive models in B2B recommender systems.
IBM Journal of Research and Development, 2016

2015
Compressive mining: fast and optimal data mining in the compressed domain.
VLDB J., 2015

On Data Publishing with Clustering Preservation.
TKDD, 2015

2014
Right-Protected Data Publishing with Provable Distance-Based Mining.
IEEE Trans. Knowl. Data Eng., 2014

On Randomly Projected Hierarchical Clustering with Guarantees.
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

Approximate matrix multiplication with application to linear embeddings.
Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

Templated Search over Relational Databases.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Improving Co-Cluster Quality with Application to Product Recommendations.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Solving Linear SVMs with Multiple 1D Projections.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

2013
Crowdsourced Trace Similarity with Smartphones.
IEEE Trans. Knowl. Data Eng., 2013

Recommendation and visualization of similar movies using minimum spanning dendrograms.
Information Visualization, 2013

Indexing million of packets per second using GPUs.
Proceedings of the 2013 Internet Measurement Conference, 2013

Fast parameterless density-based clustering via random projections.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012
Real-time creation of bitmap indexes on streaming network data.
VLDB J., 2012

pcapIndex: an index for network packet traces with legacy compatibility.
Computer Communication Review, 2012

Cluster-Aware Compression with Provable K-means Preservation.
Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012

Optimal Distance Estimation Between Compressed Data Series.
Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012

Unsupervised Sparse Matrix Co-clustering for Marketing and Sales Intelligence.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2012

RasterZip: compressing network monitoring data with support for partial decompression.
Proceedings of the 12th ACM SIGCOMM Internet Measurement Conference, 2012

Right-protected data publishing with hierarchical clustering preservation.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Customizing search results for non-native speakers.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2010
Similarity Measures.
Proceedings of the Encyclopedia of Machine Learning, 2010

Dimensionality Reduction.
Proceedings of the Encyclopedia of Machine Learning, 2010

Mining Time Series Data.
Proceedings of the Data Mining and Knowledge Discovery Handbook, 2nd ed., 2010

Rights protection of trajectory datasets with nearest-neighbor preservation.
VLDB J., 2010

Optimal distance bounds for fast search on compressed time-series query logs.
TWEB, 2010

Net-Fli: On-the-fly Compression, Archiving and Indexing of Streaming Network Traffic.
PVLDB, 2010

Visualizing Graphs Using Minimum Spanning Dendrograms.
Proceedings of the ICDM 2010, 2010

Anchoring millions of distinct reads on the human genome within seconds.
Proceedings of the EDBT 2010, 2010

2009
Indexing and Similarity Search.
Proceedings of the Encyclopedia of Database Systems, 2009

Online pairing of VoIP conversations.
VLDB J., 2009

Supporting exact indexing of arbitrarily rotated shapes and periodic time series under Euclidean and warping distance measures.
VLDB J., 2009

Embedding and Retrieving Private Metadata in Electrocardiograms.
J. Medical Systems, 2009

Information discovery across multiple streams.
Inf. Sci., 2009

Finding the K highest-ranked answers in a distributed network.
Computer Networks, 2009

Optimal Distance Bounds on Time-Series Data.
Proceedings of the SIAM International Conference on Data Mining, 2009

On K-Means Cluster Preservation Using Quantization Schemes.
Proceedings of the ICDM 2009, 2009

2008
Trajectories, Discovering Similar.
Proceedings of the Encyclopedia of GIS., 2008

Streaming Time Series Summarization Using User-Defined Amnesic Functions.
IEEE Trans. Knowl. Data Eng., 2008

Correlating burst events on streaming stock market data.
Data Min. Knowl. Discov., 2008

Rights Protection of Trajectory Datasets.
Proceedings of the 24th International Conference on Data Engineering, 2008

Ownership protection of shape datasets with geodesic distance preservation.
Proceedings of the EDBT 2008, 2008

2007
Domain-Driven, Actionable Knowledge Discovery.
IEEE Intelligent Systems, 2007

A System for Keyword Search on Textual Streams.
Proceedings of the Seventh SIAM International Conference on Data Mining, 2007

Visual Exploration of Genomic Data.
Proceedings of the Knowledge Discovery in Databases: PKDD 2007, 2007

Computing Correlation Anomaly Scores Using Stochastic Nearest Neighbors.
Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

2006
Indexing Multidimensional Time-Series.
VLDB J., 2006

Structural Periodic Measures for Time-Series Data.
Data Min. Knowl. Discov., 2006

LB_Keogh Supports Exact Indexing of Shapes under Rotation Invariance with Arbitrary Representations and Distance Measures.
Proceedings of the 32nd International Conference on Very Large Data Bases, 2006

RIVA: Indexing and Visualization of High-Dimensional Data Via Dimension Reorderings.
Proceedings of the Knowledge Discovery in Databases: PKDD 2006, 2006

Efficient Online State Tracking Using Sensor Networks.
Proceedings of the 7th International Conference on Mobile Data Management (MDM 2006), 2006

Global distance-based segmentation of trajectories.
Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006

Finding "Who Is Talking to Whom" in VoIP Networks via Progressive Stream Clustering.
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Slide: Streaming and Load-Adaptive Periodicity Estimation.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Resource Adaptive Periodicity Estimation of Streaming Data.
Proceedings of the Advances in Database Technology, 2006

Continuous keyword search on multiple text streams.
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006

2005
Elastic Translation Invariant Matching of Trajectories.
Machine Learning, 2005

On Periodicity Detection and Structural Periodic Similarity.
Proceedings of the 2005 SIAM International Conference on Data Mining, 2005

Fast Burst Correlation of Financial Data.
Proceedings of the Knowledge Discovery in Databases: PKDD 2005, 2005

A Multi-metric Index for Euclidean and Periodic Matching.
Proceedings of the Knowledge Discovery in Databases: PKDD 2005, 2005

A MPAA-Based Iterative Clustering Algorithm Augmented by Nearest Neighbors Search for Time-Series Data Streams.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2005

The threshold join algorithm for top-k queries in distributed sensor networks.
Proceedings of the 2nd Workshop on Data Management for Sensor Networks, 2005

Rotation invariant indexing of shapes and line drawings.
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31, 2005

Mining Time Series Data.
Proceedings of the Data Mining and Knowledge Discovery Handbook., 2005

Indexing Multi-Dimensional Trajectories for Similarity Queries.
Proceedings of the Spatial Databases: Technologies, Techniques and Trends, 2005

2004
Identifying Similarities, Periodicities and Bursts for Online Search Queries.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2004

Rotation invariant distance measures for trajectories.
Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004

Online Amnesic Approximation of Streaming Time Series.
Proceedings of the 20th International Conference on Data Engineering, 2004

Iterative Incremental Clustering of Time Series.
Proceedings of the Advances in Database Technology, 2004

2003
Efficient Approximation Of Optimization Queries Under Parametric Aggregation Constraints.
Proceedings of 29th International Conference on Very Large Data Bases, 2003

Indexing multi-dimensional time-series with support for multiple distance measures.
Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24, 2003

2002
Non-linear dimensionality reduction techniques for classification and visualization.
Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2002

Discovering Similar Multidimensional Trajectories.
Proceedings of the 18th International Conference on Data Engineering, San Jose, CA, USA, February 26, 2002

Robust Similarity Measures for Mobile Object Trajectories.
Proceedings of the 13th International Workshop on Database and Expert Systems Applications (DEXA 2002), 2002


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