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Michael Mathioudakis
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- affiliation: University of Helsinki, Finland
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Books and Theses
- 2014
- [b1]Michael Mathioudakis:
Detecting Prominent Patterns of Activity in Social Media. University of Toronto, Canada, 2014
Journal Articles
- 2024
- [j12]Ananth Mahadevan
, Michael Mathioudakis
:
Cost-aware retraining for machine learning. Knowl. Based Syst. 293: 111610 (2024) - 2023
- [j11]Yanhao Wang
, Francesco Fabbri, Michael Mathioudakis
, Jia Li:
Fair Max-Min Diversity Maximization in Streaming and Sliding-Window Models. Entropy 25(7): 1066 (2023) - 2022
- [j10]Arpit Merchant
, Ananth Mahadevan
, Michael Mathioudakis
:
Scalably Using Node Attributes and Graph Structure for Node Classification. Entropy 24(7): 906 (2022) - [j9]Ananth Mahadevan
, Michael Mathioudakis
:
Certifiable Unlearning Pipelines for Logistic Regression: An Experimental Study. Mach. Learn. Knowl. Extr. 4(3): 591-620 (2022) - [j8]Arpit Merchant
, Aristides Gionis, Michael Mathioudakis
:
Succinct Graph Representations as Distance Oracles: An Experimental Evaluation. Proc. VLDB Endow. 15(11): 2297-2306 (2022) - [j7]Corinna Hertweck
, Carlos Castillo, Michael Mathioudakis
:
Designing Affirmative Action Policies under Uncertainty. J. Learn. Anal. 9(2): 121-137 (2022) - 2021
- [j6]Gennady L. Andrienko
, Natalia V. Andrienko, Chiara Boldrini
, Guido Caldarelli, Paolo Cintia, Stefano Cresci, Angelo Facchini
, Fosca Giannotti, Aristides Gionis, Riccardo Guidotti, Michael Mathioudakis
, Cristina Ioana Muntean
, Luca Pappalardo
, Dino Pedreschi
, Evangelos Pournaras, Francesca Pratesi, Maurizio Tesconi, Roberto Trasarti
:
(So) Big Data and the transformation of the city. Int. J. Data Sci. Anal. 11(4): 311-340 (2021) - 2018
- [j5]Frederick Ayala-Gómez
, Bálint Daróczy, András A. Benczúr, Michael Mathioudakis
, Aristides Gionis:
Global citation recommendation using knowledge graphs. J. Intell. Fuzzy Syst. 34(5): 3089-3100 (2018) - [j4]Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis
:
Quantifying Controversy on Social Media. ACM Trans. Soc. Comput. 1(1): 3:1-3:27 (2018) - 2017
- [j3]Emre Çelikten, Géraud Le Falher
, Michael Mathioudakis:
Modeling Urban Behavior by Mining Geotagged Social Data. IEEE Trans. Big Data 3(2): 220-233 (2017) - [j2]Aristides Gionis, Michael Mathioudakis
, Antti Ukkonen
:
Bump Hunting in the Dark: Local Discrepancy Maximization on Graphs. IEEE Trans. Knowl. Data Eng. 29(3): 529-542 (2017) - 2010
- [j1]Michael Mathioudakis
, Nilesh Bansal, Nick Koudas:
Identifying, Attributing and Describing Spatial Bursts. Proc. VLDB Endow. 3(1): 1091-1102 (2010)
Conference and Workshop Papers
- 2024
- [c37]Sachith Pai, Michael Mathioudakis
, Yanhao Wang
:
WaZI: A Learned and Workload-aware Z-Index. EDBT 2024: 559-571 - 2023
- [c36]Francesco Fabbri, Yanhao Wang
, Francesco Bonchi, Carlos Castillo, Michael Mathioudakis
:
Rewiring What-to-Watch-Next Recommendations to Reduce Radicalization Pathways (Extended Abstract). IJCAI 2023: 6431-6435 - [c35]Yanhao Wang
, Michael Mathioudakis
, Jia Li, Francesco Fabbri:
Max-Min Diversification with Fairness Constraints: Exact and Approximation Algorithms. SDM 2023: 91-99 - [c34]Arpit Merchant
, Michael Mathioudakis
, Yanhao Wang
:
Graph Summarization via Node Grouping: A Spectral Algorithm. WSDM 2023: 742-750 - 2022
- [c33]Ananth Mahadevan
, Arpit Merchant
, Yanhao Wang
, Michael Mathioudakis
:
Robustness of Sketched Linear Classifiers to Adversarial Attacks. CIKM 2022: 4319-4323 - [c32]Martino Ciaperoni, Çigdem Aslay
, Aristides Gionis, Michael Mathioudakis
:
Workload-Aware Materialization of Junction Trees. EDBT 2022: 1:65-1:77 - [c31]Yanhao Wang
, Francesco Fabbri, Michael Mathioudakis
:
Streaming Algorithms for Diversity Maximization with Fairness Constraints. ICDE 2022: 41-53 - [c30]Francesco Fabbri, Yanhao Wang
, Francesco Bonchi, Carlos Castillo
, Michael Mathioudakis
:
Rewiring What-to-Watch-Next Recommendations to Reduce Radicalization Pathways. WWW 2022: 2719-2728 - 2021
- [c29]Arpit Merchant
, Michael Mathioudakis
:
Joint Use of Node Attributes and Proximity for Node Classification. COMPLEX NETWORKS 2021: 511-522 - [c28]Çigdem Aslay
, Martino Ciaperoni, Aristides Gionis, Michael Mathioudakis
:
Workload-aware Materialization for Efficient Variable Elimination on Bayesian Networks. ICDE 2021: 1152-1163 - [c27]Yanhao Wang
, Michael Mathioudakis
, Yuchen Li
, Kian-Lee Tan:
Minimum Coresets for Maxima Representation of Multidimensional Data. PODS 2021: 138-152 - [c26]Yanhao Wang
, Francesco Fabbri, Michael Mathioudakis
:
Fair and Representative Subset Selection from Data Streams. WWW 2021: 1340-1350 - 2020
- [c25]Riku Laine
, Antti Hyttinen
, Michael Mathioudakis
:
Evaluating Decision Makers over Selectively Labelled Data: A Causal Modelling Approach. DS 2020: 3-18 - [c24]Michael Mathioudakis
, Carlos Castillo, Giorgio Barnabò
, Sergio Celis
:
Affirmative action policies for top-k candidates selection: with an application to the design of policies for university admissions. SAC 2020: 440-449 - 2018
- [c23]Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis
:
Reducing Controversy by Connecting Opposing Views. IJCAI 2018: 5249-5253 - [c22]Harshal A. Chaudhari, Michael Mathioudakis, Evimaria Terzi:
Markov Chain Monitoring. SDM 2018: 441-449 - [c21]Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis
:
Political Discourse on Social Media: Echo Chambers, Gatekeepers, and the Price of Bipartisanship. WWW 2018: 913-922 - 2017
- [c20]Qihang Gu, Dimitris Sacharidis
, Michael Mathioudakis
, Gang Wang:
Inferring Venue Visits from GPS Trajectories. SIGSPATIAL/GIS 2017: 81:1-81:4 - [c19]Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis:
The Ebb and Flow of Controversial Debates on Social Media. ICWSM 2017: 524-527 - [c18]Kiran Garimella, Gianmarco De Francisci Morales
, Aristides Gionis, Michael Mathioudakis
:
The Effect of Collective Attention on Controversial Debates on Social Media. WebSci 2017: 43-52 - [c17]Frederick Ayala-Gómez
, Bálint Daróczy, Michael Mathioudakis
, András A. Benczúr, Aristides Gionis:
Where Could We Go?: Recommendations for Groups in Location-Based Social Networks. WebSci 2017: 93-102 - [c16]Kiran Garimella, Orestis Kostakis, Michael Mathioudakis
:
Ad-blocking: A Study on Performance, Privacy and Counter-measures. WebSci 2017: 259-262 - [c15]Kiran Garimella, Gianmarco De Francisci Morales
, Aristides Gionis, Michael Mathioudakis
:
Factors in Recommending Contrarian Content on Social Media. WebSci 2017: 263-266 - [c14]Kiran Garimella, Gianmarco De Francisci Morales
, Aristides Gionis, Michael Mathioudakis
:
Reducing Controversy by Connecting Opposing Views. WSDM 2017: 81-90 - [c13]Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis:
Mary, Mary, Quite Contrary: Exposing Twitter Users to Contrarian News. WWW (Companion Volume) 2017: 201-205 - 2016
- [c12]Kiran Garimella, Michael Mathioudakis
, Gianmarco De Francisci Morales
, Aristides Gionis:
Exploring Controversy in Twitter. CSCW Companion 2016: 33-36 - [c11]Kiran Garimella, Gianmarco De Francisci Morales
, Aristides Gionis, Michael Mathioudakis
:
Quantifying Controversy in Social Media. WSDM 2016: 33-42 - [c10]Emre Çelikten, Géraud Le Falher, Michael Mathioudakis:
"What Is the City but the People?": Exploring Urban Activity Using Social Web Traces. WWW (Companion Volume) 2016: 167-170 - 2015
- [c9]Aristides Gionis, Michael Mathioudakis
, Antti Ukkonen:
Bump hunting in the dark: Local discrepancy maximization on graphs. ICDE 2015: 1155-1166 - [c8]Charalampos Mavroforakis, Michael Mathioudakis
, Aristides Gionis:
Absorbing Random-Walk Centrality: Theory and Algorithms. ICDM 2015: 901-906 - [c7]Indre Zliobaite, Michael Mathioudakis, Tuukka Lehtiniemi, Pekka Parviainen, Tomi Janhunen:
Accessibility by Public Transport Predicts Residential Real Estate Prices: A Case Study in Helsinki Region. MUD@ICML 2015: 65-71 - [c6]Géraud Le Falher, Aristides Gionis, Michael Mathioudakis:
Where Is the Soho of Rome? Measures and Algorithms for Finding Similar Neighborhoods in Cities. ICWSM 2015: 228-237 - 2011
- [c5]Michael Mathioudakis
, Francesco Bonchi, Carlos Castillo
, Aristides Gionis, Antti Ukkonen:
Sparsification of influence networks. KDD 2011: 529-537 - 2010
- [c4]Michael Mathioudakis
, Nick Koudas:
TwitterMonitor: trend detection over the twitter stream. SIGMOD Conference 2010: 1155-1158 - [c3]Michael Mathioudakis
, Nick Koudas, Peter Marbach:
Early online identification of attention gathering items in social media. WSDM 2010: 301-310 - 2009
- [c2]Michael Mathioudakis
, Nick Koudas:
Efficient identification of starters and followers in social media. EDBT 2009: 708-719 - 2006
- [c1]Michael Mathioudakis
, Dimitris Sacharidis
, Timos K. Sellis
:
A study on workload-aware wavelet synopses for point and range-sum queries. DOLAP 2006: 27-34
Reference Works
- 2018
- [r1]Michael Mathioudakis
:
Social Media Analysis. Encyclopedia of Database Systems (2nd ed.) 2018
Informal and Other Publications
- 2024
- [i28]Ananth Mahadevan, Michael Mathioudakis, Eetu Mäkelä, Mikko Tolonen:
Optimizing a Data Science System for Text Reuse Analysis. CoRR abs/2401.07290 (2024) - 2023
- [i27]Yanhao Wang
, Michael Mathioudakis
, Jia Li, Francesco Fabbri:
Max-Min Diversification with Fairness Constraints: Exact and Approximation Algorithms. CoRR abs/2301.02053 (2023) - [i26]Ananth Mahadevan, Michael Mathioudakis:
Cost-Effective Retraining of Machine Learning Models. CoRR abs/2310.04216 (2023) - [i25]Sachith Pai, Michael Mathioudakis, Yanhao Wang:
Workload-aware and Learned Z-Indexes. CoRR abs/2310.04268 (2023) - 2022
- [i24]Francesco Fabbri, Yanhao Wang, Francesco Bonchi, Carlos Castillo, Michael Mathioudakis:
Rewiring What-to-Watch-Next Recommendations to Reduce Radicalization Pathways. CoRR abs/2202.00640 (2022) - [i23]Yanhao Wang
, Francesco Fabbri, Michael Mathioudakis:
Streaming Algorithms for Diversity Maximization with Fairness Constraints. CoRR abs/2208.00194 (2022) - [i22]Arpit Merchant, Michael Mathioudakis, Yanhao Wang
:
Graph Summarization via Node Grouping: A Spectral Algorithm. CoRR abs/2211.04169 (2022) - 2021
- [i21]Ananth Mahadevan, Michael Mathioudakis:
Certifiable Machine Unlearning for Linear Models. CoRR abs/2106.15093 (2021) - [i20]Martino Ciaperoni, Çigdem Aslay, Aristides Gionis, Michael Mathioudakis:
Workload-Aware Materialization of Junction Trees. CoRR abs/2110.03475 (2021) - 2020
- [i19]Corinna Hertweck, Carlos Castillo, Michael Mathioudakis:
Towards Data-Driven Affirmative Action Policies under Uncertainty. CoRR abs/2007.01202 (2020) - [i18]Yanhao Wang
, Michael Mathioudakis, Yuchen Li, Kian-Lee Tan:
GRMR: Generalized Regret-Minimizing Representatives. CoRR abs/2007.09634 (2020) - [i17]Giorgio Barnabò, Carlos Castillo, Michael Mathioudakis, Sergio Celis:
Intersectional Affirmative Action Policies for Top-k Candidates Selection. CoRR abs/2007.14775 (2020) - [i16]Yanhao Wang
, Francesco Fabbri, Michael Mathioudakis:
Streaming Submodular Maximization with Fairness Constraints. CoRR abs/2010.04412 (2020) - [i15]Arpit Merchant, Michael Mathioudakis:
Joint Use of Node Attributes and Proximity for Semi-Supervised Classification on Graphs. CoRR abs/2010.11536 (2020) - 2019
- [i14]Çigdem Aslay, Aristides Gionis, Michael Mathioudakis:
Query the model: precomputations for efficient inference with Bayesian Networks. CoRR abs/1904.00079 (2019) - [i13]Michael Mathioudakis, Carlos Castillo, Giorgio Barnabò, Sergio Celis:
Affirmative Action Policies for Top-k Candidates Selection, With an Application to the Design of Policies for University Admissions. CoRR abs/1905.09947 (2019) - 2018
- [i12]Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis:
Political Discourse on Social Media: Echo Chambers, Gatekeepers, and the Price of Bipartisanship. CoRR abs/1801.01665 (2018) - [i11]Harshal A. Chaudhari, Michael Mathioudakis, Evimaria Terzi:
Markov Chain Monitoring. CoRR abs/1801.07722 (2018) - 2017
- [i10]Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis:
The Ebb and Flow of Controversial Debates on Social Media. CoRR abs/1703.05994 (2017) - [i9]Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis:
Exposing Twitter Users to Contrarian News. CoRR abs/1703.10934 (2017) - [i8]Kiran Garimella, Orestis Kostakis, Michael Mathioudakis:
Ad-blocking: A Study on Performance, Privacy and Counter-measures. CoRR abs/1705.03193 (2017) - [i7]Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis:
The Effect of Collective Attention on Controversial Debates on Social Media. CoRR abs/1705.05908 (2017) - [i6]Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis:
Factors in Recommending Contrarian Content on Social Media. CoRR abs/1705.06597 (2017) - 2016
- [i5]Emre Çelikten, Géraud Le Falher, Michael Mathioudakis:
Extracting Patterns of Urban Activity from Geotagged Social Data. CoRR abs/1604.04649 (2016) - [i4]Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis:
Balancing Opposing Views to Reduce Controversy. CoRR abs/1611.00172 (2016) - 2015
- [i3]Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis:
Quantifying Controversy in Social Media. CoRR abs/1507.05224 (2015) - [i2]Charalampos Mavroforakis, Michael Mathioudakis, Aristides Gionis:
Absorbing random-walk centrality: Theory and algorithms. CoRR abs/1509.02533 (2015) - [i1]Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis:
Exploring Controversy in Twitter. CoRR abs/1512.05550 (2015)
Coauthor Index
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