Author

Hüseyin Polat H

Anadolu University - Cited by 2,746 - Privacy-Preserving Data Mining - Privacy-Preserving Collaborative Filtering

Biography

Huseyin Polat H is an faculity of medicine in the Cumhuriyet University Turkey. He is expertised in the Allergology, Immunology,  Environmental Science. He has done 25 publications. He also worked in the Allergy and Clinical Immunology Unit.
Title
Cited by
Year
Shilling attacks against recommender systems: a comprehensive survey
I Gunes, C Kaleli, A Bilge, H PolatArtificial Intelligence Review 42, 767-799, 2014201
351
2014
A comparison of clustering-based privacy-preserving collaborative filtering schemes
A Bilge, H PolatApplied Soft Computing 13 (5), 2478-2489, 2013201
81
2013
A scalable privacy-preserving recommendation scheme via bisecting k-means clustering
A Bilge, H PolatInformation Processing & Management 49 (4), 912-927, 2013201
64
2013
Arbitrarily distributed data-based recommendations with privacy
I Yakut, H PolatData & Knowledge Engineering 72, 239-256, 2012201
61
2012
A survey of privacy-preserving collaborative filtering schemes
A Bilge, C Kaleli, I Yakut, I Gunes, H PolatInternational Journal of Software Engineering and Knowledge Engineering 23 …, 2013201
61
2013
A novel shilling attack detection method
A Bilge, Z Ozdemir, H PolatProcedia Computer Science 31, 165-174, 2014201
53
2014
Privacy-preserving SVD-based collaborative filtering on partitioned data
I Yakut, H PolatInternational Journal of Information Technology & Decision Making 9 (03 …, 2010201
45
2010
An improved privacy-preserving DWT-based collaborative filtering scheme
A Bilge, H PolatExpert Systems with Applications 39 (3), 3841-3854, 2012201
43
2012
A survey: deriving private information from perturbed data
BD Okkalioglu, M Okkalioglu, M Koc, H PolatArtificial Intelligence Review 44, 547-569, 2015201
40
2015
Privacy-preserving SOM-based recommendations on horizontally distributed data
C Kaleli, H PolatKnowledge-Based Systems 33, 124-135, 2012201
38
2012
Estimating NBC-based recommendations on arbitrarily partitioned data with privacy
I Yakut, H PolatKnowledge-Based Systems 36, 353-362, 2012201
37
2012
Privacy-preserving hybrid collaborative filtering on cross distributed data
I Yakut, H PolatKnowledge and Information Systems 30, 405-433, 2012201
32
2012
Efficient paillier cryptoprocessor for privacy‐preserving data mining
I San, N At, I Yakut, H PolatSecurity and communication networks 9 (11), 1535-1546, 2016201
32
2016
Shilling Attacks Against Memory-Based Privacy-Preserving Recommendation Algorithms.
I Gunes, A Bilge, H PolatKSII Transactions on Internet & Information Systems 7 (5), 2013201
31
2013
From existing trends to future trends in privacy‐preserving collaborative filtering
A Ozturk, H PolatWiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 5 (6 …, 2015201
30
2015
Robustness analysis of privacy-preserving model-based recommendation schemes
A Bilge, I Gunes, H PolatExpert Systems with Applications 41 (8), 3671-3681, 2014201
28
2014
Improving privacy-preserving NBC-based recommendations by preprocessing
A Bilge, H Polat2010 IEEE/WIC/ACM International Conference on Web Intelligence and …, 2010201
28
2010
Privacy‐Preserving Naïve Bayesian Classifier–Based Recommendations on Distributed Data
C Kaleli, H PolatComputational Intelligence 31 (1), 47-68, 2015201
25
2015
Achieving optimal privacy in trust-aware social recommender systems
N Dokoohaki, C Kaleli, H Polat, M MatskinSocial Informatics: Second International Conference, SocInfo 2010, Laxenburg …, 2010201
24
2010
Shilling attacks against privacy-preserving collaborative filtering
I Gunes, A Bilge, C Kaleli, H PolatJournal of Advanced Management Science 1 (1), 54-60, 2013201
22
2013

Referred From: https://scholar.google.com/citations?user=_07IjzYAAAAJ&hl=en

Cited by
Citations 2746
h-index 27
i10-index 45
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