Michail Vlachos

Most-cited papers

Semi-Supervised Learning
E. Martin, S. Kaski, Fei Zheng, Geoffrey I. Webb +18 more
2019Encyclopedia of Database Systems4,417 citations Open access
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Detail
Geoffrey I. Webb, Johannes Fürnkranz, G. Hinton, Claude Sammut +12 more
2010Encyclopedia of Machine Learning172 citations
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NET-FLi
F. Fusco, M. Stoecklin, Michail Vlachos
2010Proceedings of the VLDB Endowment101 citations
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Scalable and Interpretable Product Recommendations via Overlapping Co-Clustering
Reinhard Heckel, Michail Vlachos, Thomas Parnell, Celestine Duenner
2016IEEE International Conference on Data Engineering59 citations Open access
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Data Preprocessing
Geoffrey I. Webb, Johannes Fürnkranz, Geoffrey E. Hinton, Claude Sammut +12 more
2010Encyclopedia of Machine Learning54 citations
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Distance Functions
Geoffrey I. Webb, Johannes Fürnkranz, Geoffrey E. Hinton, Claude Sammut +12 more
2010Encyclopedia of Machine Learning42 citations
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Indexing million of packets per second using GPUs
F. Fusco, Michail Vlachos, X. Dimitropoulos, L. Deri
2013ACM/SIGCOMM Internet Measurement Conference40 citations Open access
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Fast parameterless density-based clustering via random projections
J. Schneider, Michail Vlachos
2013International Conference on Information and Knowledge Management38 citations
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Crowdsourced Trace Similarity with Smartphones
D. Zeinalipour-Yazti, C. Laoudias, Constandinos Costa, Michail Vlachos +2 more
2013IEEE Transactions on Knowledge and Data Engineering34 citations
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Scalable density-based clustering with quality guarantees using random projections
J. Schneider, Michail Vlachos
2017Data mining and knowledge discovery29 citations
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pcapIndex: an index for network packet traces with legacy compatibility
F. Fusco, X. Dimitropoulos, Michail Vlachos, L. Deri
2012CCRV28 citations
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Data Set
Geoffrey I. Webb, Johannes Fürnkranz, G. Hinton, Claude Sammut +12 more
2010Encyclopedia of Machine Learning27 citations
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Topic Modeling based on Keywords and Context
J. Schneider, Michail Vlachos
2017SDM23 citations Open access
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Real-time creation of bitmap indexes on streaming network data
F. Fusco, Michail Vlachos, M. Stoecklin
2011The VLDB journal23 citations
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Linear-complexity relaxed word Mover's distance with GPU acceleration
K. Atasu, Thomas Parnell, Celestine Mendler-Dünner, Manolis Sifalakis +5 more
20172017 IEEE International Conference on Big Data (Big Data)22 citations Open access
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Improving Co-Cluster Quality with Application to Product Recommendations
Michail Vlachos, F. Fusco, Charalambos Mavroforakis, Anastasios Kyrillidis +1 more
2014International Conference on Information and Knowledge Management22 citations
Semantic Scholar
RasterZip: compressing network monitoring data with support for partial decompression
F. Fusco, Michail Vlachos, X. Dimitropoulos
2012ACM/SIGCOMM Internet Measurement Conference20 citations Open access
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Approximate matrix multiplication with application to linear embeddings
Anastasios Kyrillidis, Michail Vlachos, Anastasios Zouzias
20142014 IEEE International Symposium on Information Theory18 citations Open access
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Compressive mining: fast and optimal data mining in the compressed domain
Michail Vlachos, N. Freris, Anastasios Kyrillidis
2014The VLDB journal18 citations Open access
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Rights protection of trajectory datasets with nearest-neighbor preservation
C. Lucchese, Michail Vlachos, D. Rajan, Philip S. Yu
2010The VLDB journal18 citations
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Graph Embeddings for Movie Visualization and Recommendation
Michail Vlachos, Daniel Svonava
201214 citations
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Right-Protected Data Publishing with Provable Distance-Based Mining
S. Zoumpoulis, Michail Vlachos, N. Freris, C. Lucchese
2014IEEE Transactions on Knowledge and Data Engineering13 citations Open access
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Recommendation and visualization of similar movies using minimum spanning dendrograms
Michail Vlachos, Daniel Svonava
2013Information Visualization13 citations
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Toward interpretable predictive models in B2B recommender systems
Michail Vlachos, Vassilios G. Vassiliadis, Reinhard Heckel, A. Labbi
2016IBM Journal of Research and Development12 citations
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On Randomly Projected Hierarchical Clustering with Guarantees
J. Schneider, Michail Vlachos
2014SDM12 citations
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Discriminative Learning
Geoffrey I. Webb, Johannes Fürnkranz, Geoffrey E. Hinton, Claude Sammut +12 more
2010Encyclopedia of Machine Learning and Data Mining12 citations
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Sample Complexity
E. Martin, S. Kaski, Fei Zheng, Geoffrey I. Webb +18 more
2010Encyclopedia of Machine Learning12 citations
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Mass Personalization of Deep Learning
Johannes Schneider, Michail Vlachos
2019arXiv.org11 citations
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On Data Publishing with Clustering Preservation
Michail Vlachos, J. Schneider, Vassilios G. Vassiliadis
2015ACM Transactions on Knowledge Discovery from Data9 citations
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Decision Stump
Geoffrey I. Webb, Johannes Fürnkranz, G. Hinton, Claude Sammut +12 more
2010Encyclopedia of Machine Learning9 citations
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Decision Rule
Geoffrey I. Webb, Johannes Fürnkranz, Geoffrey E. Hinton, Claude Sammut +12 more
2020Encyclopedia of Machine Learning8 citations Open access
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Optimal distance bounds for fast search on compressed time-series query logs
Michail Vlachos, S. Kozat, Philip S. Yu
2010TWEB7 citations
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Interpretable recommendations via overlapping co-clusters
Reinhard Heckel, Michail Vlachos
2016arXiv.org6 citations
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Stream Mining
Eric T. Martin, S. Kaski, Fei Zheng, Geoffrey I. Webb +18 more
2010Encyclopedia of Machine Learning6 citations
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Templated Search over Relational Databases
Anastasios Zouzias, Michail Vlachos, V. Hristidis
2014International Conference on Information and Knowledge Management5 citations
Semantic Scholar
High-Performance Recommender System Training Using Co-Clustering on CPU/GPU Clusters
K. Atasu, Thomas Parnell, Celestine Mendler-Dünner, Michail Vlachos +1 more
2017International Conference on Parallel Processing4 citations
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Stratified Cross Validation
E. Martin, S. Kaski, Fei Zheng, Geoffrey I. Webb +18 more
2010Encyclopedia of Machine Learning and Data Mining4 citations
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Anchoring millions of distinct reads on the human genome within seconds
T. Huynh, Michail Vlachos, I. Rigoutsos
2010International Conference on Extending Database Technology4 citations
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Solving Linear SVMs with Multiple 1D Projections
Johannes Schneider, Jasmina Bogojeska, Michail Vlachos
2014International Conference on Information and Knowledge Management3 citations
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Unsupervised Sparse Matrix Co-clustering for Marketing and Sales Intelligence
Anastasios Zouzias, Michail Vlachos, N. Freris
2012Pacific-Asia Conference on Knowledge Discovery and Data Mining3 citations
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Cluster-Aware Compression with Provable K-means Preservation
N. Freris, Michail Vlachos, D. Turaga
2012SDM3 citations
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Visualizing Graphs Using Minimum Spanning Dendrograms
Daniel Svonava, Michail Vlachos
20102010 IEEE International Conference on Data Mining3 citations
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Decision Epoch
Geoffrey I. Webb, Johannes Fürnkranz, Geoffrey E. Hinton, Claude Sammut +12 more
2010Encyclopedia of Machine Learning and Data Mining2 citations
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Sequential Prediction
E. Martin, S. Kaski, Fei Zheng, Geoffrey I. Webb +18 more
2010Encyclopedia of Machine Learning2 citations
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String Kernel
E. Martin, S. Kaski, Fei Zheng, Geoffrey I. Webb +18 more
2010Encyclopedia of Machine Learning and Data Mining2 citations
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Similarity Measures
Michail Vlachos
2017Encyclopedia of Machine Learning and Data Mining1 citations
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Optimal Distance Estimation Between Compressed Data Series
N. Freris, Michail Vlachos, S. Kozat
2012SDM1 citations Open access
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Customizing search results for non-native speakers
Theodoros Lappas, Michail Vlachos
2012International Conference on Information and Knowledge Management1 citations
Semantic Scholar
Right-protected data publishing with hierarchical clustering preservation
Michail Vlachos, A. Wieczorek, J. Schneider
2012International Conference on Information and Knowledge Management1 citations
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Search Bias
E. Martin, S. Kaski, Fei Zheng, Geoffrey I. Webb +18 more
2010Encyclopedia of Machine Learning1 citations
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