|
|
Papers
in refereed journals, conferences and workshops, book chapters
|
|
2021
|
|
|
2021
|
- X.
Chen, P. Tsaparas, J. Lijffijt, T. De Bie, Opinion dynamics with
backfire effect and biased assimilation. PLoS One, 2021
- S.
Tsioutsiouliklis, E. Pitoura,
P. Tsaparas, I. Kleftakis, N. Mamoulis, Fairness-Aware
PageRank. ACM
International Conference on the World Wide Web (TheWebConf),
2021
- C. Terizi,
D. Chatzakou, E. Pitoura,
P. Tsaparas, N. Kourtellis, Modeling
aggression propagation on social media. Online Soc. Networks Media
24: 100137 (2021)
- C. Kosyfaki,
N. Mamoulis, E. Pitoura,
P. Tsaparas, Flow Computation in Temporal
Interaction Networks. International Conference on
Data Engineering (ICDE), 2021
|
|
2020
|
- 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
|
|
2019
|
- 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
|
|
2018
|
|
|
2017
|
- 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.
|
|
2016
|
- 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
|
|
2015
|
- 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.
|
|
2014
|
- 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
|
|
2013
|
- 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.
|
|
2012
|
- 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
|
|
2011
|
- 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
|
|
2010
|
- 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
|
|
2009
|
- 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
|
|
2008
|
- 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
|
|
2007
|
- 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.
|
|
2006
|
- 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 .
|
|
2005
|
- 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.
|
|
2004
|
- 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.
|
|
2003
|
- P.
Tsaparas, T. Palpanas, Y. Kotidis,
N. Koudas, D. Srivastava. Ranked
Join Indices, ICDE, Bangalore, India, March 2003.
|
|
2002
|
|
|
2001
|
|