Charalampos E. Tsourakakis

According to our database1, Charalampos E. Tsourakakis authored at least 48 papers between 2008 and 2018.

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Bibliography

2018
Minimizing Polarization and Disagreement in Social Networks.
Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

Joint Alignment from Pairwise Differences with a Noisy Oracle.
Proceedings of the Algorithms and Models for the Web Graph - 15th International Workshop, 2018

Risk-Averse Matchings over Uncertain Graph Databases.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

Inferring Networks From Random Walk-Based Node Similarities.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Opinion Dynamics with Varying Susceptibility to Persuasion.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

2017
Scalable Motif-aware Graph Clustering.
Proceedings of the 26th International Conference on World Wide Web, 2017

2016
Node Immunization on Large Graphs: Theory and Algorithms.
IEEE Trans. Knowl. Data Eng., 2016

Scalable Betweenness Centrality Maximization via Sampling.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

ADAGIO: Fast Data-Aware Near-Isometric Linear Embeddings.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Motif-driven graph analysis.
Proceedings of the 54th Annual Allerton Conference on Communication, 2016

2015
Chromatic Correlation Clustering.
TKDD, 2015

Rainbow Connection of Random Regular Graphs.
SIAM J. Discrete Math., 2015

The K-clique Densest Subgraph Problem.
Proceedings of the 24th International Conference on World Wide Web, 2015

Provably Fast Inference of Latent Features from Networks: with Applications to Learning Social Circles and Multilabel Classification.
Proceedings of the 24th International Conference on World Wide Web, 2015

Space- and Time-Efficient Algorithm for Maintaining Dense Subgraphs on One-Pass Dynamic Streams.
Proceedings of the Forty-Seventh Annual ACM on Symposium on Theory of Computing, 2015

Scalable Large Near-Clique Detection in Large-Scale Networks via Sampling.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Dense Subgraph Discovery: KDD 2015 tutorial.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Streaming Graph Partitioning in the Planted Partition Model.
Proceedings of the 2015 ACM on Conference on Online Social Networks, 2015

2014
Toward Quantifying Vertex Similarity in Networks.
Internet Mathematics, 2014

Some Properties of Random Apollonian Networks.
Internet Mathematics, 2014

FENNEL: streaming graph partitioning for massive scale graphs.
Proceedings of the Seventh ACM International Conference on Web Search and Data Mining, 2014

Centralized, measurement-based, spectrum management for environments with heterogeneous wireless networks.
Proceedings of the IEEE International Symposium on Dynamic Spectrum Access Networks, 2014

PEGASUS: A System for Large-Scale Graph Processing.
Proceedings of the Large Scale and Big Data - Processing and Management., 2014

2013
Modeling Intratumor Gene Copy Number Heterogeneity Using Fluorescence in Situ Hybridization Data.
Proceedings of the Algorithms in Bioinformatics - 13th International Workshop, 2013

Denser than the densest subgraph: extracting optimal quasi-cliques with quality guarantees.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Algorithmic techniques for modeling and mining large graphs (AMAzING).
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

2012
Colorful triangle counting and a MapReduce implementation.
Inf. Process. Lett., 2012

Rainbow Connection of Sparse Random Graphs.
Electr. J. Comb., 2012

On Certain Properties of Random Apollonian Networks.
Proceedings of the Algorithms and Models for the Web Graph - 9th International Workshop, 2012

Rainbow Connectivity of Sparse Random Graphs.
Proceedings of the Approximation, Randomization, and Combinatorial Optimization. Algorithms and Techniques, 2012

2011
HADI: Mining Radii of Large Graphs.
TKDD, 2011

Spectral counting of triangles via element-wise sparsification and triangle-based link recommendation.
Social Netw. Analys. Mining, 2011

Counting triangles in real-world networks using projections.
Knowl. Inf. Syst., 2011

PEGASUS: mining peta-scale graphs.
Knowl. Inf. Syst., 2011

Triangle Sparsifiers.
J. Graph Algorithms Appl., 2011

Approximation algorithms for speeding up dynamic programming and denoising aCGH data.
ACM Journal of Experimental Algorithmics, 2011

Approximate Dynamic Programming using Halfspace Queries and Multiscale Monge Decomposition.
Proceedings of the Twenty-Second Annual ACM-SIAM Symposium on Discrete Algorithms, 2011

Large Scale Graph Mining with MapReduce: Counting Triangles in Large Real Networks.
Proceedings of the Graph Data Management: Techniques and Applications., 2011

2010
Robust unmixing of tumor states in array comparative genomic hybridization data.
Bioinformatics [ISMB], 2010

Efficient Triangle Counting in Large Graphs via Degree-Based Vertex Partitioning.
Proceedings of the Algorithms and Models for the Web-Graph - 7th International Workshop, 2010

MACH: Fast Randomized Tensor Decompositions.
Proceedings of the SIAM International Conference on Data Mining, 2010

Radius Plots for Mining Tera-byte Scale Graphs: Algorithms, Patterns, and Observations.
Proceedings of the SIAM International Conference on Data Mining, 2010

On the Vulnerability of Large Graphs.
Proceedings of the ICDM 2010, 2010

2009
DOULION: counting triangles in massive graphs with a coin.
Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

PEGASUS: A Peta-Scale Graph Mining System.
Proceedings of the ICDM 2009, 2009

Spectral Counting of Triangles in Power-Law Networks via Element-Wise Sparsification.
Proceedings of the 2009 International Conference on Advances in Social Network Analysis and Mining, 2009

2008
Two Heads Better Than One: Pattern Discovery in Time-Evolving Multi-aspect Data.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2008

Fast Counting of Triangles in Large Real Networks without Counting: Algorithms and Laws.
Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008


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