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Research Output 2012 2019

  • 16 Article
  • 15 Conference contribution with ISSN or ISBN
  • 2 Paper
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Article

An explanation-based approach for experiment reproducibility in recommender systems

Polatidis, N., Papaleonidas, A., Pimenidis, E. & Iliadis, L., 27 May 2019, In : Neural Computing and Applications. p. 1-8

Research output: Contribution to journalArticle

Recommender systems
Collaborative filtering
Experiments

A novel recommendation method based on general matrix factorization and artificial neural networks

Kapetanakis, S., Polatidis, N., Alshammari, G. & Petridis, M., 26 Oct 2019, In : Neural Computing and Applications. p. 1-8

Research output: Contribution to journalArticle

Collaborative filtering
Factorization
Neural networks
Marketing

A switching multi-level method for the long tail recommendation problem

Alshammari, G., Jorro Aragoneses, J. L., Polatidis, N., Kapetanakis, S., Pimenidis, E. & Petridis, M., 15 Jul 2019, In : Journal of Intelligent and Fuzzy Systems. p. 1-10

Research output: Contribution to journalArticle

Open Access
File
Collaborative filtering
Recommender systems
Decision support systems
History

Improved movie recommendations based on a hybrid feature combination method

Alshammari, G., Kapetanakis, S., Alshammari, A., Polatidis, N. & Petridis, M., 8 Jul 2019, In : Vietnam Journal of Computer Science.

Research output: Contribution to journalArticle

Open Access
File
2018
Open Access
File
Recommender systems
Risk management
Supply chains
Information systems

Mobile recommender systems: Identifying the major concepts

Pimenidis, E., Polatidis, N. & Mouratidis, H., 3 Aug 2018, In : Journal of Information Science.

Research output: Contribution to journalArticle

Open Access
File
Recommender systems
Mobile devices
Internet
2017

A Method for Privacy-preserving Collaborative Filtering Recommendations

Georgiadis, C. K., Polatidis, N., Mouratidis, H. & Pimenidis, E., 28 Feb 2017, In : Journal of Universal Computer Science. 23, 2, p. 146-166 21 p.

Research output: Contribution to journalArticle

Open Access
File
Collaborative filtering
Recommender systems
Information use
Electronic commerce
Access control
Open Access
File
Supply chain management
Risk management
Risk assessment
Supply chains
Information systems

Privacy-preserving recommendations in context-aware mobile environments

Polatidis, N., Georgiadis, C. K., Pimenidis, E. & Stiakakis, E., 13 Mar 2017, In : Information and Computer Security. 25, 1, p. 62-79

Research output: Contribution to journalArticle

Recommender systems
Collaborative filtering
Smartphones
Mobile devices
Web services
2016

A dynamic multi-level collaborative filtering method for improved recommendations

Polatidis, N. & Georgiadis, C. K., 5 Nov 2016, In : Computer Standards & Interfaces. 51, p. 14-21

Research output: Contribution to journalArticle

Collaborative filtering

Privacy-preserving collaborative recommendations based on random perturbations

Polatidis, N., Georgiadis, C. K., Pimenidis, E. & Mouratidis, H., 18 Nov 2016, In : Expert Systems with Applications. 71, p. 18-25 8 p.

Research output: Contribution to journalArticle

Open Access
File
Collaborative filtering
Recommender systems
Servers
2015

A multi-level collaborative filtering method that improves recommendations

Polatidis, N. & Georgiadis, C. K., 4 Dec 2015, In : Expert Systems with Applications. 48, p. 100-110

Research output: Contribution to journalArticle

Collaborative filtering
Recommender systems
Decision making

A ubiquitous recommender system based on collaborative filtering and social networking data

Polatidis, N. & Georgiadis, C. K., 15 Jun 2015, In : International Journal of Intelligent Engineering Informatics. 3, 2/3, p. 186-204

Research output: Contribution to journalArticle

Open Access
File

Recommender systems: The importance of personalization in e-business environments

Polatidis, N. & Georgiadis, C. K., 2013, In : International Journal of E-Entrepreneurship and Innovation. 4, 4, 15 p., 3.

Research output: Contribution to journalArticle