Michail Vlachos

94 papers A* 14A 18B 9Journal 32Unranked 10

Year	Rank	Type	Title / Venue / Authors
2022	J	`jnl`	Explaining Classifiers by Constructing Familiar Concepts. CoRR Johannes Schneider, Michail Vlachos
2019	J	`jnl`	Addressing Interpretability and Cold-Start in Matrix Factorization for Recommender Systems. IEEE Trans. Knowl. Data Eng. Michail Vlachos, Celestine Dünner, Reinhard Heckel, Vassilios G. Vassiliadis, Thomas P. Parnell, Kubilay Atasu
2019	J	`jnl`	Mass Personalization of Deep Learning. CoRR Johannes Schneider, Michail Vlachos
2018	J	`jnl`	Faster Text Similarity Using a Linear-Complexity Relaxed Word Mover's Distance. ERCIM News Kubilay Atasu, Vasileios Vasileiadis, Michail Vlachos
2018	—	`ch.`	Indexing and Similarity Search. Encyclopedia of Database Systems (2nd ed.) Michail Vlachos
2018	A	`conf`	Topic Modeling based on Keywords and Context. SDM Johannes Schneider, Michail Vlachos
2018	B	`conf`	Very-Low Random Projection Maps. EDBT Anastasios Zouzias, Michail Vlachos
2017	—	`ch.`	Dimensionality Reduction. Encyclopedia of Machine Learning and Data Mining Michail Vlachos
2017	B	`conf`	High-Performance Recommender System Training Using Co-Clustering on CPU/GPU Clusters. ICPP Kubilay Atasu, Thomas P. Parnell, Celestine Dünner, Michail Vlachos, Haralampos Pozidis
2017	J	`jnl`	Linear-Complexity Relaxed Word Mover's Distance with GPU Acceleration. CoRR Kubilay Atasu, Thomas P. Parnell, Celestine Dünner, Manolis Sifalakis, Haralampos Pozidis, Vasileios Vasileiadis, Michail Vlachos, Cesar Berrospi, Abdel Labbi
2017	—	`conf`	Linear-complexity relaxed word Mover's distance with GPU acceleration. IEEE BigData Kubilay Atasu, Thomas P. Parnell, Celestine Dünner, Manolis Sifalakis, Haralampos Pozidis, Vasileios Vasileiadis, Michail Vlachos, Cesar Berrospi, Abdel Labbi
2017	A	`conf`	Private and Right-Protected Big Data Publication: An Analysis. SDM Reinhard Heckel, Michail Vlachos
2017	A*	`conf`	Scalable and Interpretable Product Recommendations via Overlapping Co-Clustering. ICDE Reinhard Heckel, Michail Vlachos, Thomas P. Parnell, Celestine Dünner
2017	J	`jnl`	Scalable density-based clustering with quality guarantees using random projections. Data Min. Knowl. Discov. Johannes Schneider, Michail Vlachos
2017	—	`ch.`	Similarity Measures. Encyclopedia of Machine Learning and Data Mining Michail Vlachos
2017	—	`ch.`	Trajectories, Discovering Similar. Encyclopedia of GIS George Kollios, Michail Vlachos, Dimitrios Gunopulos
2016	J	`jnl`	Interpretable recommendations via overlapping co-clusters. CoRR Reinhard Heckel, Michail Vlachos
2016	J	`jnl`	Toward interpretable predictive models in B2B recommender systems. IBM J. Res. Dev. Michail Vlachos, Vassilios G. Vassiliadis, Reinhard Heckel, Abdel Labbi
2015	J	`jnl`	Compressive mining: fast and optimal data mining in the compressed domain. VLDB J. Michail Vlachos, Nikolaos M. Freris, Anastasios Kyrillidis
2015	J	`jnl`	On Data Publishing with Clustering Preservation. ACM Trans. Knowl. Discov. Data Michail Vlachos, Johannes Schneider, Vassilios G. Vassiliadis
2014	J	`jnl`	Approximate Matrix Multiplication with Application to Linear Embeddings. CoRR Anastasios Kyrillidis, Michail Vlachos, Anastasios Zouzias
2014	B	`conf`	Approximate matrix multiplication with application to linear embeddings. ISIT Anastasios Kyrillidis, Michail Vlachos, Anastasios Zouzias
2014	J	`jnl`	Compressive Mining: Fast and Optimal Data Mining in the Compressed Domain. CoRR Michail Vlachos, Nikolaos M. Freris, Anastasios Kyrillidis
2014	A	`conf`	Improving Co-Cluster Quality with Application to Product Recommendations. CIKM Michail Vlachos, Francesco Fusco, Charalampos Mavroforakis, Anastasios Kyrillidis, Vassilios G. Vassiliadis
2014	A	`conf`	On Randomly Projected Hierarchical Clustering with Guarantees. SDM Johannes Schneider, Michail Vlachos
2014	J	`jnl`	On Randomly Projected Hierarchical Clustering with Guarantees. CoRR Johannes Schneider, Michail Vlachos
2014	J	`jnl`	Right-Protected Data Publishing with Provable Distance-Based Mining. IEEE Trans. Knowl. Data Eng. Spyros I. Zoumpoulis, Michail Vlachos, Nikolaos M. Freris, Claudio Lucchese
2014	A	`conf`	Solving Linear SVMs with Multiple 1D Projections. CIKM Johannes Schneider, Jasmina Bogojeska, Michail Vlachos
2014	A	`conf`	Templated Search over Relational Databases. CIKM Anastasios Zouzias, Michail Vlachos, Vagelis Hristidis
2013	J	`jnl`	Crowdsourced Trace Similarity with Smartphones. IEEE Trans. Knowl. Data Eng. Demetrios Zeinalipour-Yazti, Christos Laoudias, Constantinos Costa, Michail Vlachos, Maria I. Andreou, Dimitrios Gunopulos
2013	A	`conf`	Fast parameterless density-based clustering via random projections. CIKM Johannes Schneider, Michail Vlachos
2013	A	`conf`	Indexing million of packets per second using GPUs. Internet Measurement Conference Francesco Fusco, Michail Vlachos, Xenofontas A. Dimitropoulos, Luca Deri
2013	J	`jnl`	Recommendation and visualization of similar movies using minimum spanning dendrograms. Inf. Vis. Michail Vlachos, Daniel Svonava
2012	A	`conf`	Cluster-Aware Compression with Provable K-means Preservation. SDM Nikolaos M. Freris, Michail Vlachos, Deepak S. Turaga
2012	A	`conf`	Customizing search results for non-native speakers. CIKM Theodoros Lappas, Michail Vlachos
2012	A	`conf`	Optimal Distance Estimation Between Compressed Data Series. SDM Nikolaos M. Freris, Michail Vlachos, Suleyman Serdar Kozat
2012	A	`conf`	RasterZip: compressing network monitoring data with support for partial decompression. Internet Measurement Conference Francesco Fusco, Michail Vlachos, Xenofontas A. Dimitropoulos
2012	J	`jnl`	Real-time creation of bitmap indexes on streaming network data. VLDB J. Francesco Fusco, Michail Vlachos, Marc Ph. Stoecklin
2012	A	`conf`	Right-protected data publishing with hierarchical clustering preservation. CIKM Michail Vlachos, Aleksander Wieczorek, Johannes Schneider
2012	—	`conf`	Unsupervised Sparse Matrix Co-clustering for Marketing and Sales Intelligence. PAKDD (1) Anastasios Zouzias, Michail Vlachos, Nikolaos M. Freris
2012	J	`jnl`	pcapIndex: an index for network packet traces with legacy compatibility. Comput. Commun. Rev. Francesco Fusco, Xenofontas A. Dimitropoulos, Michail Vlachos, Luca Deri
2010	B	`conf`	Anchoring millions of distinct reads on the human genome within seconds. EDBT Tien Huynh, Michail Vlachos, Isidore Rigoutsos
2010	—	`ch.`	Dimensionality Reduction. Encyclopedia of Machine Learning Michail Vlachos
2010	—	`ch.`	Mining Time Series Data. Data Mining and Knowledge Discovery Handbook Chotirat Ann Ratanamahatana, Jessica Lin, Dimitrios Gunopulos, Eamonn J. Keogh, Michail Vlachos, Gautam Das
2010	J	`jnl`	Net-Fli: On-the-fly Compression, Archiving and Indexing of Streaming Network Traffic. Proc. VLDB Endow. Francesco Fusco, Marc Ph. Stoecklin, Michail Vlachos
2010	J	`jnl`	Optimal distance bounds for fast search on compressed time-series query logs. ACM Trans. Web Michail Vlachos, Suleyman Serdar Kozat, Philip S. Yu
2010	J	`jnl`	Rights protection of trajectory datasets with nearest-neighbor preservation. VLDB J. Claudio Lucchese, Michail Vlachos, Deepak Rajan, Philip S. Yu
2010	—	`ch.`	Similarity Measures. Encyclopedia of Machine Learning Michail Vlachos
2010	A*	`conf`	Visualizing Graphs Using Minimum Spanning Dendrograms. ICDM Daniel Svonava, Michail Vlachos
2009	J	`jnl`	Embedding and Retrieving Private Metadata in Electrocardiograms. J. Medical Syst. Suleyman Serdar Kozat, Michail Vlachos, Claudio Lucchese, Helga Van Herle, Philip S. Yu
2009	J	`jnl`	Finding the K highest-ranked answers in a distributed network. Comput. Networks Demetrios Zeinalipour-Yazti, Zografoula Vagena, Vana Kalogeraki, Dimitrios Gunopulos, Vassilis J. Tsotras, Michail Vlachos, Nick Koudas, Divesh Srivastava
2009	—	`ch.`	Indexing and Similarity Search. Encyclopedia of Database Systems Michail Vlachos
2009	J	`jnl`	Information discovery across multiple streams. Inf. Sci. Vagelis Hristidis, Oscar Valdivia, Michail Vlachos, Philip S. Yu
2009	A*	`conf`	On K-Means Cluster Preservation Using Quantization Schemes. ICDM Deepak S. Turaga, Michail Vlachos, Olivier Verscheure
2009	J	`jnl`	Online pairing of VoIP conversations. VLDB J. Michail Vlachos, Aris Anagnostopoulos, Olivier Verscheure, Philip S. Yu
2009	A	`conf`	Optimal Distance Bounds on Time-Series Data. SDM Michail Vlachos, Suleyman Serdar Kozat, Philip S. Yu
2009	J	`jnl`	Supporting exact indexing of arbitrarily rotated shapes and periodic time series under Euclidean and warping distance measures. VLDB J. Eamonn J. Keogh, Li Wei, Xiaopeng Xi, Michail Vlachos, Sang-Hee Lee, Pavlos Protopapas
2008	J	`jnl`	Correlating burst events on streaming stock market data. Data Min. Knowl. Discov. Michail Vlachos, Kun-Lung Wu, Shyh-Kwei Chen, Philip S. Yu
2008	B	`conf`	Ownership protection of shape datasets with geodesic distance preservation. EDBT Michail Vlachos, Claudio Lucchese, Deepak Rajan, Philip S. Yu
2008	A*	`conf`	Rights Protection of Trajectory Datasets. ICDE Claudio Lucchese, Michail Vlachos, Deepak Rajan, Philip S. Yu
2008	J	`jnl`	Streaming Time Series Summarization Using User-Defined Amnesic Functions. IEEE Trans. Knowl. Data Eng. Themis Palpanas, Michail Vlachos, Eamonn J. Keogh, Dimitrios Gunopulos
2008	—	`ch.`	Trajectories, Discovering Similar. Encyclopedia of GIS George Kollios, Michail Vlachos, Dimitrios Gunopulos
2007	A	`conf`	A System for Keyword Search on Textual Streams. SDM Vagelis Hristidis, Oscar Valdivia, Michail Vlachos, Philip S. Yu
2007	A*	`conf`	Computing Correlation Anomaly Scores Using Stochastic Nearest Neighbors. ICDM Tsuyoshi Idé, Spiros Papadimitriou, Michail Vlachos
2007	J	`jnl`	Domain-Driven, Actionable Knowledge Discovery. IEEE Intell. Syst. Longbing Cao, Chengqi Zhang, Qiang Yang, David A. Bell, Michail Vlachos, Bahar Taneri, Eamonn J. Keogh, Philip S. Yu, Ning Zhong, Mafruz Zaman Ashrafi, David Taniar, Eugene Dubossarsky, Warwick Graco
2007	—	`conf`	Visual Exploration of Genomic Data. PKDD Michail Vlachos, Bahar Taneri, Eamonn J. Keogh, Philip S. Yu
2006	A	`conf`	Continuous keyword search on multiple text streams. CIKM Vagelis Hristidis, Oscar Valdivia, Michail Vlachos, Philip S. Yu
2006	B	`conf`	Efficient Online State Tracking Using Sensor Networks. MDM Maria Halkidi, Vana Kalogeraki, Dimitrios Gunopulos, Dimitris Papadopoulos, Demetrios Zeinalipour-Yazti, Michail Vlachos
2006	A*	`conf`	Finding "Who Is Talking to Whom" in VoIP Networks via Progressive Stream Clustering. ICDM Olivier Verscheure, Michail Vlachos, Aris Anagnostopoulos, Pascal Frossard, Eric Bouillet, Philip S. Yu
2006	A*	`conf`	Global distance-based segmentation of trajectories. KDD Aris Anagnostopoulos, Michail Vlachos, Marios Hadjieleftheriou, Eamonn J. Keogh, Philip S. Yu
2006	J	`jnl`	Indexing Multidimensional Time-Series. VLDB J. Michail Vlachos, Marios Hadjieleftheriou, Dimitrios Gunopulos, Eamonn J. Keogh
2006	A*	`conf`	LB_Keogh Supports Exact Indexing of Shapes under Rotation Invariance with Arbitrary Representations and Distance Measures. VLDB Eamonn J. Keogh, Li Wei, Xiaopeng Xi, Sang-Hee Lee, Michail Vlachos
2006	—	`conf`	RIVA: Indexing and Visualization of High-Dimensional Data Via Dimension Reorderings. PKDD Michail Vlachos, Spiros Papadimitriou, Zografoula Vagena, Philip S. Yu
2006	B	`conf`	Resource Adaptive Periodicity Estimation of Streaming Data. EDBT Michail Vlachos, Deepak S. Turaga, Philip S. Yu
2006	—	`conf`	Slide: Streaming and Load-Adaptive Periodicity Estimation. ICASSP (3) Deepak S. Turaga, Michail Vlachos, Spiros Papadimitriou, Philip S. Yu
2006	J	`jnl`	Structural Periodic Measures for Time-Series Data. Data Min. Knowl. Discov. Michail Vlachos, Philip S. Yu, Vittorio Castelli, Christopher Meek
2005	B	`conf`	A MPAA-Based Iterative Clustering Algorithm Augmented by Nearest Neighbors Search for Time-Series Data Streams. PAKDD Jessica Lin, Michail Vlachos, Eamonn J. Keogh, Dimitrios Gunopulos, Jian-wei Liu, Shou-Jian Yu, Jia-Jin Le
2005	—	`conf`	A Multi-metric Index for Euclidean and Periodic Matching. PKDD Michail Vlachos, Zografoula Vagena, Vittorio Castelli, Philip S. Yu
2005	J	`jnl`	Elastic Translation Invariant Matching of Trajectories. Mach. Learn. Michail Vlachos, George Kollios, Dimitrios Gunopulos
2005	—	`conf`	Fast Burst Correlation of Financial Data. PKDD Michail Vlachos, Kun-Lung Wu, Shyh-Kwei Chen, Philip S. Yu
2005	—	`ch.`	Indexing Multi-Dimensional Trajectories for Similarity Queries. Spatial Databases Michail Vlachos, Marios Hadjieleftheriou, Eamonn J. Keogh, Dimitrios Gunopulos
2005	—	`ch.`	Mining Time Series Data. The Data Mining and Knowledge Discovery Handbook Chotirat (Ann) Ratanamahatana, Jessica Lin, Dimitrios Gunopulos, Eamonn J. Keogh, Michail Vlachos, Gautam Das
2005	A	`conf`	On Periodicity Detection and Structural Periodic Similarity. SDM Michail Vlachos, Philip S. Yu, Vittorio Castelli
2005	A	`conf`	Rotation invariant indexing of shapes and line drawings. CIKM Michail Vlachos, Zografoula Vagena, Philip S. Yu, Vassilis Athitsos
2005	—	`conf`	The threshold join algorithm for top-k queries in distributed sensor networks. DMSN Demetrios Zeinalipour-Yazti, Zografoula Vagena, Dimitrios Gunopulos, Vana Kalogeraki, Vassilis J. Tsotras, Michail Vlachos, Nick Koudas, Divesh Srivastava
2004	—	`conf`	Identifying Similarities, Periodicities and Bursts for Online Search Queries. SIGMOD Conference Michail Vlachos, Christopher Meek, Zografoula Vagena, Dimitrios Gunopulos
2004	B	`conf`	Iterative Incremental Clustering of Time Series. EDBT Jessica Lin, Michail Vlachos, Eamonn J. Keogh, Dimitrios Gunopulos
2004	A*	`conf`	Online Amnesic Approximation of Streaming Time Series. ICDE Themistoklis Palpanas, Michail Vlachos, Eamonn J. Keogh, Dimitrios Gunopulos, Wagner Truppel
2004	A*	`conf`	Rotation invariant distance measures for trajectories. KDD Michail Vlachos, Dimitrios Gunopulos, Gautam Das
2003	A*	`conf`	Efficient Approximation Of Optimization Queries Under Parametric Aggregation Constraints. VLDB Sudipto Guha, Dimitrios Gunopulos, Nick Koudas, Divesh Srivastava, Michail Vlachos
2003	A*	`conf`	Indexing multi-dimensional time-series with support for multiple distance measures. KDD Michail Vlachos, Marios Hadjieleftheriou, Dimitrios Gunopulos, Eamonn J. Keogh
2002	A*	`conf`	Discovering Similar Multidimensional Trajectories. ICDE Michail Vlachos, Dimitrios Gunopulos, George Kollios
2002	A*	`conf`	Non-linear dimensionality reduction techniques for classification and visualization. KDD Michail Vlachos, Carlotta Domeniconi, Dimitrios Gunopulos, George Kollios, Nick Koudas
2002	—	`conf`	Robust Similarity Measures for Mobile Object Trajectories. DEXA Workshops Michail Vlachos, Dimitrios Gunopulos, George Kollios