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1

State-of-the-art in privacy preserving data mining

Verykios, Vassilios S., Bertino, Elisa, Fovino, Igor Nai, Provenza, Loredana Parasiliti, Saygin, Yucel, Theodoridis, Yannis

Journal:

ACM SIGMOD Record

Year:

2004

Language:

english

File:

PDF, 134 KB

english, 2004

2

Summarizing and linking electronic health records

Karapiperis, Dimitrios, Gkoulalas-Divanis, Aris, Verykios, Vassilios S.

Journal:

Distributed and Parallel Databases

Year:

2019

Language:

english

File:

PDF, 1.54 MB

english, 2019

3

A taxonomy of privacy-preserving record linkage techniques

Vatsalan, Dinusha, Christen, Peter, Verykios, Vassilios S.

Journal:

Information Systems

Year:

2013

Language:

english

File:

PDF, 1.29 MB

english, 2013

4

[Lecture Notes in Computer Science] Privacy and Security Issues in Data Mining and Machine Learning Volume 6549 || Edit Constraints on Microaggregation and Additive Noise

Dimitrakakis, Christos, Gkoulalas-Divanis, Aris, Mitrokotsa, Aikaterini, Verykios, Vassilios S., Saygin, Yücel

Year:

2011

Language:

english

File:

PDF, 339 KB

english, 2011

5

[ACM Press the 10th Hellenic Conference - Patras, Greece (2018.07.09-2018.07.12)] Proceedings of the 10th Hellenic Conference on Artificial Intelligence - SETN '18 - MapReduce Implementations for Privacy Preserving Record Linkage

Boussis, Dimitris, Dritsas, Elias, Kanavos, Andreas, Sioutas, Spyros, Tzimas, Giannis, Verykios, Vassilios S.

Year:

2018

Language:

english

File:

PDF, 481 KB

english, 2018

6

[IEEE 2018 9th International Conference on Information, Intelligence, Systems and Applications (IISA) - Zakynthos, Greece (2018.7.23-2018.7.25)] 2018 9th International Conference on Information, Intelligence, Systems and Applications (IISA) - Measuring Engagement to Assess Performance of Students in Distance Learning

Gkontzis, Andreas F., Panagiotakopoulos, Chris T., Kotsiantis, Sotiris, Verykios, Vassilios S.

Year:

2018

File:

PDF, 9 KB

2018

7

A predictive analytics framework as a countermeasure for attrition of students

Gkontzis, Andreas F., Kotsiantis, Sotiris, Panagiotakopoulos, Christos T., Verykios, Vassilios S.

Journal:

Interactive Learning Environments

Year:

2019

Language:

english

File:

PDF, 2.15 MB

english, 2019

8

A MaxMin approach for hiding frequent itemsets

George V. Moustakides, Vassilios S. Verykios

Journal:

Data & Knowledge Engineering

Year:

2008

Language:

english

File:

PDF, 575 KB

english, 2008

9

A network aware privacy model for online requests in trajectory data

Aris Gkoulalas-Divanis, Vassilios S. Verykios, Panayiotis Bozanis

Journal:

Data & Knowledge Engineering

Year:

2009

Language:

english

File:

PDF, 1.08 MB

english, 2009

10

Automating the approximate record-matching process

Vassilios S Verykios, Ahmed K Elmagarmid, Elias N Houstis

Journal:

Information Sciences

Year:

2000

Language:

english

File:

PDF, 158 KB

english, 2000

11

Hiding sensitive knowledge without side effects

Aris Gkoulalas-Divanis, Vassilios S. Verykios

Journal:

Knowledge and Information Systems

Year:

2009

Language:

english

File:

PDF, 1.05 MB

english, 2009

12

Efficient algorithms for distortion and blocking techniques in association rule hiding

Vassilios S. Verykios, Emmanuel D. Pontikakis, Yannis Theodoridis, Liwu Chang

Journal:

Distributed and Parallel Databases

Year:

2007

Language:

english

File:

PDF, 568 KB

english, 2007

13

Concealing the position of individuals in location-based services

Aris Gkoulalas-Divanis, Vassilios S. Verykios

Journal:

Operational Research

Year:

2011

Language:

english

File:

PDF, 529 KB

english, 2011

14

[IEEE - Thessaloniki, Greece (2009.09.17-2009.09.19)] -

Karakasidis, Alexandros, Verykios, Vassilios S.

Year:

2009

Language:

english

File:

PDF, 467 KB

english, 2009

15

Using unknowns to prevent discovery of association rules

Saygin, Yücel, Verykios, Vassilios S., Clifton, Chris

Journal:

ACM SIGMOD Record

Year:

2001

Language:

english

File:

PDF, 949 KB

english, 2001

16

Association rule hiding methods

Verykios, Vassilios S.

Journal:

Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery

Year:

2013

Language:

english

File:

PDF, 139 KB

english, 2013

17

[Advances in Database Systems] Association Rule Hiding for Data Mining Volume 41 ||

Gkoulalas-Divanis, Aris, Verykios, Vassilios S.

Year:

2010

Language:

english

File:

PDF, 309 KB

english, 2010

18

[IEEE 2009 Tenth International Conference on Mobile Data Management: Systems, Services and Middleware - Taipei, Taiwan (2009.05.18-2009.05.20)] 2009 Tenth International Conference on Mobile Data Management: Systems, Services and Middleware - PLOT: Privacy in Location Based Services: An Open-Ended Toolbox

Gkoulalas-Divanis, Aris, Verykios, Vassilios S., Eleftheriou, Dimitrios

Year:

2009

Language:

english

File:

PDF, 3.13 MB

english, 2009

19

A privacy-aware trajectory tracking query engine

Gkoulalas-Divanis, Aris, Verykios, Vassilios S.

Journal:

ACM SIGKDD Explorations Newsletter

Year:

2008

Language:

english

File:

PDF, 3.14 MB

english, 2008

20

Privacy-preserving record linkage

Verykios, Vassilios S., Christen, Peter

Journal:

Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery

Year:

2013

Language:

english

File:

PDF, 471 KB

english, 2013

21

[ACM Press the 2004 ACM workshop - Washington DC, USA (2004.10.28-2004.10.28)] Proceedings of the 2004 ACM workshop on Privacy in the electronic society - WPES '04 - A quantitative and qualitative ANALYSIS of blocking in association rule hiding

Pontikakis, Emmanuel D., Theodoridis, Yannis, Tsitsonis, Achilleas A., Chang, Liwu, Verykios, Vassilios S.

Year:

2004

Language:

english

File:

PDF, 182 KB

english, 2004

22

[IEEE 2012 IEEE 12th International Conference on Data Mining Workshops - Brussels, Belgium (2012.12.10-2012.12.10)] 2012 IEEE 12th International Conference on Data Mining Workshops - A Sorted Neighborhood Approach to Multidimensional Privacy Preserving Blocking

Karakasidis, Alexandros, Verykios, Vassilios S.

Year:

2012

Language:

english

File:

PDF, 290 KB

english, 2012

23

Elmagarmid, Ahmed, Ipeirotis, Panagiotis, Verykios, Vassilios

Journal:

IEEE Transactions on Knowledge and Data Engineering

Year:

2007

Language:

english

File:

PDF, 351 KB

english, 2007

24

[ACM Press the 2010 ACM Symposium - Sierre, Switzerland (2010.03.22-2010.03.26)] Proceedings of the 2010 ACM Symposium on Applied Computing - SAC '10 - A data perturbation approach to sensitive classification rule hiding

Delis, Aggelos, Verykios, Vassilios S., Tsitsonis, Achilleas A.

Year:

2010

Language:

english

File:

PDF, 428 KB

english, 2010

25

[IEEE Sixth IEEE International Conference on Data Mining - Workshops (ICDMW'06) - Hong Kong, China (2006.12.18-2006.12.22)] Sixth IEEE International Conference on Data Mining - Workshops (ICDMW'06) - A Max-Min Approach for Hiding Frequent Itemsets

Moustakides, George, Verykios, Vassilios

Year:

2006

Language:

english

File:

PDF, 122 KB

english, 2006

26

Challenges for privacy preservation in data integration

Christen, Peter, Vatsalan, Dinusha, Verykios, Vassilios S.

Journal:

Journal of Data and Information Quality

Year:

2014

Language:

english

File:

PDF, 44 KB

english, 2014

27

[IEEE 2007 IEEE 23rd International Conference on Data Engineering Workshop - Istanbul, Turkey (2007.04.17-2007.04.20)] 2007 IEEE 23rd International Conference on Data Engineering Workshop - A k-Anonymity Model for Spatio-Temporal Data

Zacharouli, Polixeni, Gkoulalas-Divanis, Aris, Verykios, Vassilios S.

Year:

2007

Language:

english

File:

PDF, 646 KB

english, 2007

28

[ACM Press the 15th ACM international conference - Arlington, Virginia, USA (2006.11.06-2006.11.11)] Proceedings of the 15th ACM international conference on Information and knowledge management - CIKM '06 - An integer programming approach for frequent itemset hiding

Gkoulalas-Divanis, Aris, Verykios, Vassilios S.

Year:

2006

Language:

english

File:

PDF, 310 KB

english, 2006

29

EXACT KNOWLEDGE HIDING IN TRANSACTIONAL DATABASES

GKOULALAS-DIVANIS, ARIS, VERYKIOS, VASSILIOS S.

Journal:

International Journal of Artificial Intelligence Tools

Year:

2009

Language:

english

File:

PDF, 1.11 MB

english, 2009

30

An LSH-Based Blocking Approach with a Homomorphic Matching Technique for Privacy-Preserving Record Linkage

Karapiperis, Dimitrios, Verykios, Vassilios S.

Journal:

IEEE Transactions on Knowledge and Data Engineering

Year:

2015

Language:

english

File:

PDF, 839 KB

english, 2015

31

[Advances in Database Systems] Association Rule Hiding for Data Mining Volume 41 || Introduction

Gkoulalas-Divanis, Aris, Verykios, Vassilios S.

Year:

2010

Language:

english

File:

PDF, 532 KB

english, 2010

32

[Advances in Database Systems] Association Rule Hiding for Data Mining Volume 41 || Background

Gkoulalas-Divanis, Aris, Verykios, Vassilios S.

Year:

2010

Language:

english

File:

PDF, 680 KB

english, 2010

33

[Advances in Database Systems] Association Rule Hiding for Data Mining Volume 41 || Classes of Association Rule Hiding Methodologies

Gkoulalas-Divanis, Aris, Verykios, Vassilios S.

Year:

2010

Language:

english

File:

PDF, 548 KB

english, 2010

34

[Advances in Database Systems] Association Rule Hiding for Data Mining Volume 41 || Other Knowledge Hiding Methodologies

Gkoulalas-Divanis, Aris, Verykios, Vassilios S.

Year:

2010

Language:

english

File:

PDF, 519 KB

english, 2010

35

[Advances in Database Systems] Association Rule Hiding for Data Mining Volume 41 || Summary

Gkoulalas-Divanis, Aris, Verykios, Vassilios S.

Year:

2010

Language:

english

File:

PDF, 496 KB

english, 2010

36

[Advances in Database Systems] Association Rule Hiding for Data Mining Volume 41 || Distortion Schemes

Gkoulalas-Divanis, Aris, Verykios, Vassilios S.

Year:

2010

Language:

english

File:

PDF, 518 KB

english, 2010

37

[Advances in Database Systems] Association Rule Hiding for Data Mining Volume 41 || Blocking Schemes

Gkoulalas-Divanis, Aris, Verykios, Vassilios S.

Year:

2010

Language:

english

File:

PDF, 499 KB

english, 2010

38

[Advances in Database Systems] Association Rule Hiding for Data Mining Volume 41 || Summary

Gkoulalas-Divanis, Aris, Verykios, Vassilios S.

Year:

2010

Language:

english

File:

PDF, 496 KB

english, 2010

39

[Advances in Database Systems] Association Rule Hiding for Data Mining Volume 41 || BBA Algorithm

Gkoulalas-Divanis, Aris, Verykios, Vassilios S.

Year:

2010

Language:

english

File:

PDF, 620 KB

english, 2010

40

[Advances in Database Systems] Association Rule Hiding for Data Mining Volume 41 || Max-Min Algorithms

Gkoulalas-Divanis, Aris, Verykios, Vassilios S.

Year:

2010

Language:

english

File:

PDF, 583 KB

english, 2010

41

[Advances in Database Systems] Association Rule Hiding for Data Mining Volume 41 || Summary

Gkoulalas-Divanis, Aris, Verykios, Vassilios S.

Year:

2010

Language:

english

File:

PDF, 477 KB

english, 2010

42

[Advances in Database Systems] Association Rule Hiding for Data Mining Volume 41 || Border Revision for Knowledge Hiding

Gkoulalas-Divanis, Aris, Verykios, Vassilios S.

Year:

2010

Language:

english

File:

PDF, 672 KB

english, 2010

43

[Advances in Database Systems] Association Rule Hiding for Data Mining Volume 41 || Two-Phase Iterative Algorithm

Gkoulalas-Divanis, Aris, Verykios, Vassilios S.

Year:

2010

Language:

english

File:

PDF, 830 KB

english, 2010

44

[Advances in Database Systems] Association Rule Hiding for Data Mining Volume 41 || Inline Algorithm

Gkoulalas-Divanis, Aris, Verykios, Vassilios S.

Year:

2010

Language:

english

File:

PDF, 711 KB

english, 2010

45

[Advances in Database Systems] Association Rule Hiding for Data Mining Volume 41 || Hybrid Algorithm

Gkoulalas-Divanis, Aris, Verykios, Vassilios S.

Year:

2010

Language:

english

File:

PDF, 825 KB

english, 2010

46

[Advances in Database Systems] Association Rule Hiding for Data Mining Volume 41 || Menon's Algorithm

Gkoulalas-Divanis, Aris, Verykios, Vassilios S.

Year:

2010

Language:

english

File:

PDF, 634 KB

english, 2010

47

[Advances in Database Systems] Association Rule Hiding for Data Mining Volume 41 || Quantifying the Privacy of Exact Hiding Algorithms

Gkoulalas-Divanis, Aris, Verykios, Vassilios S.

Year:

2010

Language:

english

File:

PDF, 647 KB

english, 2010

48

[Advances in Database Systems] Association Rule Hiding for Data Mining Volume 41 || Parallelization Framework for Exact Hiding

Gkoulalas-Divanis, Aris, Verykios, Vassilios S.

Year:

2010

Language:

english

File:

PDF, 960 KB

english, 2010

49

[Advances in Database Systems] Association Rule Hiding for Data Mining Volume 41 || Summary

Gkoulalas-Divanis, Aris, Verykios, Vassilios S.

Year:

2010

Language:

english

File:

PDF, 480 KB

english, 2010

50

[Advances in Database Systems] Association Rule Hiding for Data Mining Volume 41 || Roadmap to Future Work

Gkoulalas-Divanis, Aris, Verykios, Vassilios S.

Year:

2010

Language:

english

File:

PDF, 482 KB

english, 2010

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