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Papers
in refereed journals, conferences and workshops, book chapters
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2020
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- S.
Apostolou, E. Terzi, P. Tsaparas, Template-Driven
Team Formation. ASONAM, 2020
- S.
M. Nikolakaki, E. Pitoura, E. Terzi, P. Tsaparas, Finding Teams of maximum mutual respect. ICDM, 2020
- I.
Kouvatis, K. Semertzidis, M. Zerva, E. Pitoura, P. Tsaparas, Forming compatible teams in signed networks. EDBT, 2020
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2019
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- V. Tsintzou, E. Pitoura, P.
Tsaparas, Bias Disparity in Recommendation
Systems. RMSE
Workshop,
RecSys, 2019
- K.
Semertzidis, E. Pitoura, E. Terzi, P. Tsaparas, Finding
Lasting Dense Subgraphs. Data
Min Knowl Disc (DAMI),
ECML/PKDD Journal track 2019. Available also here.
- B.
Golshan, E. Terzi, P. Tsaparas, Recommendations
for optimizing the collective user experience. SIAM International Conference on
Data Mining (SDM), 2018.
- C. Kosyfaki, N. Mamoulis, E.
Pitoura, P. Tsaparas, Flow Motifs in Interaction
Networks. International Conference on
Extending DataBase Technology (EDBT), Lisbon Portugal, 2019
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2018
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2017
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- E. Pitoura, P. Tsaparas, G.
Flouris, I. Fundulaki, P. Papadakos, S. Abiteboul, G. Weikum. On Measuring Bias in Online Information. SIGMOD Record 46(4): 16-21
(2017)
- A. Matakos, E. Terzi, P.
Tsaparas, Measuring and Moderating Opinion
Polarization in Social Networks.
Data Min Knowl Disc (DAMI)
31(5), pp 1480–1505 2017. Available also here.
- P.
Tsantarliotis, E. Pitoura, P. Tsaparas. Defining
and Predicting Troll Vulnerability in Social Media. Social Network
Analysis and Mining (SNAM),
2017. DOI: 10.1007/s13278-017-0445-2. The final publication is available
at Springer.
- D. Serbos, S. Qi, N. Mamoulis, E.
Pitoura, P. Tsaparas, Fairness in
Package-to-Group Recommendations, ACM International Conference on
the World Wide Web (WWW), 2017
- T-S.
Nguyen, H. W. Lauw, P. Tsaparas, Micro-Review
Synthesis for Multi-Entity Summarization. Data Min Knowl Disc (DAMI) 2017.
DOI:10.1007/s10618-017-0491-4. Available also here.
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2016
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- S. Qi, N. Mamoulis, E. Pitoura,
P. Tsaparas, Recommending Packages to Groups,
International Conference on Data Mining (ICDM) 2016
- A.
Matakos, P. Tsaparas, Temporal Mechanisms
of Polarization in Online Reviews, International Conference on
Advances in Social Networks Analysis and Mining (ASONAM), 2016
- P.
Tsantarliotis, E. Pitoura, P. Tsaparas, Troll
Vulnerability in Online Social Networks. International Conference on
Advances in Social Networks Analysis and Mining (ASONAM), 2016
- Z.
Lu, N. Mamoulis, E. Pitoura, P. Tsaparas, Sentiment-Based
Topic Suggestion for Micro-Reviews. International AAAI Conference on
Web and Social Media (ICWSM), 2016
- N.
Parotsidis, E. Pitoura, P. Tsaparas, Centrality-Aware
Link Recommendations. ACM International Conference on Web Search and
Data Mining (WSDM), 2016
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2015
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- N. Gayraud, E. Pitoura, P.
Tsaparas, Diffusion Maximization in Evolving Social Networks.
ACM Conference on Online Social Networks (COSN), 2015.
- N.
Parotsidis, E. Pitoura, P. Tsaparas, Selecting Shortcuts for
a Smaller World. SIAM International Conference on
Data Mining (SDM), 2015.
- K.
Lazaridou, K. Semertzidis, E. Pitoura, P. Tsaparas, Identifying
Converging Pairs of Nodes on a Budget. International
Conference on Extending DataBase Technology (EDBT), Brussels,
Belgium, 2015.
- T-S.
Nguyen, H. W. Lauw, P. Tsaparas, Review
Synthesis for Micro-Review Summarization. ACM International
Conference on Web Search and Data Mining (WSDM), Shanghai, China, 2015.
- T-S.
Nguyen, H. W. Lauw, P. Tsaparas, Review
Selection Using Micro-reviews.
IEEE Transactions on Knowledge and Data Engineering, TKDE,27(4), 1098-1111, 2015.
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2014
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- S. Sintos, P. Tsaparas, Using Strong Triadic Closure to Characterize
Ties in Social Networks. ACM International Conference on Knowledge
Discovery and Data Mining (KDD),
August 2014
- A.
Kougioumtzi, P. Tsaparas, A. Magklara. Deep
sequencing reveals new aspects of progesterone receptor signaling in
breast cancer cells. Plos One,
9(3), 2014
- M.
Daltayanni, L. De Alfaro, P. Papadimitriou, P. Tsaparas: On Assigning Implicit
Reputation Scores in an Online Labor Marketplace. EDBT, March 2014
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2013
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- T-S.
Nguyen, H. W. Lauw, P. Tsaparas, Using
Micro-reviews to Select and Efficient Set of Reviews. ACM
International Conference on Information and Knowledge Management (CIKM), October 2013
- N.
Mishra, D. Romero, P. Tsaparas, Estimating
the Relative Utility of Networks for Predicting User Activities. ACM
International Conference on Information and Knowledge Management (CIKM), October 2013.
- K.
Semertzidis, E. Pitoura, P. Tsaparas, How
People Describe Themselves on Twitter. ACM SIGMOD Workshop on Data
Bases and Social Networks (DBSocial), 2013. (Best paper award)
- A.
Gionis, E. Terzi, P. Tsaparas, Opinion
Maximization in Social Networks. SIAM International Conference on
Data Mining (SDM), May 2013.
- P.
Papadimitriou, P. Tsaparas, A. Fuxman, L. Getoor, TACI: Taxonomy-Aware Catalog Integration. IEEE
Transactions of Knowledge and Data Engineering (TKDE) 25(7),
1643-1655, 2013.
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2012
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- A.
Fuxman, A. Kannan, Z. Li, P. Tsaparas, Enabling
Direct Interest-Aware Audience Selection, ACM International
Conference on Information and Knowledge Management (CIKM), October 2012.
- F. Afrati, G. Das, A. Gionis, H. Mannila,
T. Mielikainen, P. Tsaparas, Mining Chains of
Relationships. Book chapter in “Data Mining: Foundations and
Intelligent Paradigms Vol. 2”, edited by Prof. D. E. Holmes,
Springer-Verlag, 2012
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2011
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- P.
Tsaparas, A. Ntoulas, E. Terzi, Selecting
a Comprehensive Set of Reviews, ACM International Conference on
Knowledge Discovery and Data Mining (KDD), August 2011
- J.
Pound, S. Paparizos, P. Tsaparas, Facet
Discovery for Structured Web Search: A Query-log Mining Approach, SIGMOD,
June 2011
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2010
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- N.
Sarkas, S. Paparizos, P. Tsaparas, Structured
Annotations of Web Queries, SIGMOD, June 2010
- Y.
Lu, P. Tsaparas, A. Ntoulas, L. Polanyi, Exploiting
Social Context for Review Quality Prediction, ACM International
Conference on World Wide Web (WWW), April 2010
- P. Andritsos, P. Tsaparas, Categorical
Data Clustering, Encyclopedia of Machine Learning, edited by
Geoff Webb, and Claude Sammet, Springer-Verlag, 2010
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2009
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- A.
Fuxman, A. Kannan, A. B. Goldberg, R. Agrawal, P. Tsaparas, J. Shafer, Improving Classification Accuracy Using
Automatically Extracted Training Data, ACM International Conference
on Knowledge Discovery and Data Mining (KDD), June 2009
- R.
Agrawal, A. Halverson, K. Kenthapadi, N. Mishra, P. Tsaparas, Generating Labels from Clicks, ACM International
Conference on Web Search and Data Mining (WSDM), February 2009
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2008
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- A.
Fuxman, P. Tsaparas, K. Achan, R. Agrawal, Using
the wisdom of the crowds for keyword generation, ACM International
Conference on World Wide Web (WWW), April 2008.
- D. Donato, S. Millozzi, S.
Leonardi, P. Tsaparas, Mining
the Inner Structure of the Web Graph, J. Phys. A: Math. Theor.
41 (2008) 224017
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2007
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- D.
Donato, S. Leonardi, P. Tsaparas, Stability and
Similarity of Link Analysis Raking Algorithms, Internet
Mathematics 3(4), 479-507, 2007
- A.
Gionis, H. Mannila, T. Mielikäinen, P. Tsaparas, Assessing data mining results
via swap randomization, ACM Transactions on Knowledge Discovery from
Data (TKDD) 1 (3), 2007.
- A.
Gionis, H. Mannila, P. Tsaparas, Clustering
Aggregation. ACM Transactions on Knowledge Discovery from Data (TKDD)
1 (1), 2007.
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2006
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- T.
Mielikäinen, E. Terzi, P. Tsaparas, Aggregating Time
Partitions, KDD, Philadelphia, 2006.
- A.
Gionis, H. Mannila, T. Mielikäinen, P. Tsaparas, Assessing
data mining results via swap randomization, KDD,
Philadelphia, 2006. (Best paper award
runner-up)
- E.
Terzi, P. Tsaparas, Efficient algorithms for sequence
segmentation, SIAM International Conference on Data Mining (SDM),
May 2006.
- L.
Raschid, Y. Wu, W.-J. Lee, M.-E. Vidal, P. Tsaparas, P. Srinivasan, A.
Kumar Sehgal: Ranking target objects of
navigational queries. WIDM 2006.
- P.
Tsaparas, L. Marino-Ramirez, O. Bodenreider, E. V. Koonin, and
I. K. Jordan Global similarity and local
divergence in human and mouse gene co-expression networks, BMC
Evolutionary Biology 2006, 6:70 .
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2005
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- S.
Papadimitriou, A. Gionis, P. Tsaparas, A. Väisänen, H. Mannila, C.
Faloutsos, Parameter-Free Spatial Data
Mining Using MDL, 5th International Conference on Data Mining (ICDM)
2005
- F.
Afrati, G. Das, A. Gionis, H. Mannila, T. Mielikäinen, P. Tsaparas, Mining chains of relations, International
Conference on Data Mining (ICDM) 2005
- A.
Gionis, A. Hinnenburg, S. Papadimitriou, P. Tsaparas. Dimension Induced Clustering. KDD,
Chicago, 2005
- D.
Donato, S. Millozzi, S. Leonardi, P. Tsaparas. Mining
the Inner Structure of the Web Graph. WebDB workshop,
Baltimore, 2005
- D.
Donato, S. Leonardi, P. Tsaparas. Stability
and Similarity of Link Analysis Ranking Algorithms. ICALP,
Lisbon, Portugal, 2005.
- A.
Gionis, H. Mannila, P.Tsaparas, Clustering
Aggregation, ICDE, Japan, Tokyo, 2005
- A.
Borodin, J. S. Rosenthal, G. O. Roberts, P. Tsaparas, Link
Analysis Ranking: Algorithms, Theory and Experiments , ACM
Transactions on Internet Technologies (TOIT), Vol 5, No 1,
February 2005.
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2004
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- P.
Tsaparas, Using Non-Linear Dynamical
Systems for Web Searching and Ranking , Principles of Database
Systems (PODS), Paris, 2004
- P.
Andritsos, R. J. Miller, P. Tsaparas, Information-Theoretic
Tools for Mining Database Structure from Large Data Sets , SIGMOD,
Paris, 2004
- P.
Andritsos, P. Tsaparas, R. J. Miller, K. C. Sevcik. LIMBO:
Scalable Clustering of Categorical Data , International Conference
on Extending DataBase Technology (EDBT), Heraklion, Greece, 2004.
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2003
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- P.
Tsaparas, T. Palpanas, Y. Kotidis, N. Koudas, D. Srivastava. Ranked Join Indices, ICDE, Bangalore,
India, March 2003.
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2002
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2001
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