Research Output per year
Research Output 2012 2019
A guideline-based approach for assisting with the reproducibility of experiments in recommender systems evaluation
Polatidis, N., Pimenidis, E., Fish, A. & Kapetanakis, S., 22 Jul 2019, (Accepted/In press) In : International Journal on Artificial Intelligence Tools.Research output: Contribution to journal › 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. 1-8Research output: Contribution to journal › Article
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. 1-8Research output: Contribution to journal › Article
A switching approach that improves prediction accuracy for long tail recommendations
Alshammari, G., Jorro Aragoneses, J. L., Kapetanakis, S., Polatidis, N. & Petridis, M., 2019, (Accepted/In press) 4th Artificial Intelligence and Intelligent Systems Conference: Intellisys. Springer, (Advances in Intelligent Systems and Computing).Research output: Chapter in Book/Conference proceeding with ISSN or ISBN › Conference contribution with ISSN or ISBN
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. 1-10Research output: Contribution to journal › Article
Building Knowledge Intensive Architectures for heterogeneous NLP workflows
Amin, K., Kapetanakis, S., Polatidis, N., Althoff, K-D., Dengel, A. & Petridis, M., 2 Aug 2019, (Accepted/In press) AI-2019 Thirty-ninth SGAI International Conference on Artificial Intelligence: SGAI 2019. (Lecture Notes in Artificial Intelligence).Research output: Chapter in Book/Conference proceeding with ISSN or ISBN › Conference contribution with ISSN or ISBN
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 journal › Article
Personalized Recommendations on Twitter based on Explicit User Relationship Modelling
Alshammari, A., Polatidis, N., Kapetanakis, S., Evans, R. & Alshammari, G., 2019.Research output: Contribution to conference › Paper
SEADer: A Social Engineering Attack Detection method based on Natural Language Processing and Artificial Neural Networks
Lansley, M., Polatidis, N. & Kapetanakis, S., 4 Oct 2019, Computational Collective Intelligence: 11th International Conference, ICCCI 2019, Proceedings. Nguyen, N-T., Chbeir, R., Exposito, E., Aniorte, P. & Trawiński, B. (eds.). Springer International Publishing, (Lecture notes in Artificial Intelligence).Research output: Chapter in Book/Conference proceeding with ISSN or ISBN › Conference contribution with ISSN or ISBN
Secure Social Media Spaces for Communities of Vulnerable People
Pimenidis, E. & Polatidis, N., 10 Apr 2019, Proceedings of 12th International Conference on Global Security, Safety and Sustainability, ICGS3 2019. IEEE, 8688027. (Proceedings of 12th International Conference on Global Security, Safety and Sustainability, ICGS3 2019).Research output: Chapter in Book/Conference proceeding with ISSN or ISBN › Conference contribution with ISSN or ISBN
Seen the villains: Detecting Social Engineering Attacks using Case-based Reasoning and Deep Learning
Lansley, M., Polatidis, N., Kapetanakis, S., Amin, K., Samakovitis, G. & Petridis, M., 2019.Research output: Contribution to conference › Paper
Twitter User Modeling based on Indirect Explicit Relationships for Personalized Recommendations
Alshammari, A., Kapetanakis, S., Polatidis, N., Evans, R. & Alshammari, G., 9 Aug 2019, Computational Collective Intelligence - 11th International Conference, ICCCI 2019, Proceedings: 11th International Conference, ICCCI 2019, Proceedings. Nguyen, N. T., Chbeir, R., Exposito, E., Aniorté, P., Trawinski, B. & Nguyen, N. T. (eds.). Springer International, p. 93-105 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11683 LNAI).Research output: Chapter in Book/Conference proceeding with ISSN or ISBN › Conference contribution with ISSN or ISBN
User Modeling on Twitter with Exploiting Explicit Relationships for Personalized Recommendations
Alshammari, A., Kapetanakis, S., Evans, R., Polatidis, N. & Alshammari, G., 21 Mar 2019, Hybrid Intelligent Systems - 18th International Conference on Hybrid Intelligent Systems HIS 2018. Varela, M. L., Abraham, A., Gandhi, N. & Madureira, A. M. (eds.). Cham: Springer, Vol. 923. p. 135-145 11 p. (Advances in Intelligent Systems and Computing; vol. 923).Research output: Chapter in Book/Conference proceeding with ISSN or ISBN › Conference contribution with ISSN or ISBN
A Hybrid Feature Combination Method that Improves Recommendations
Alshammari, G., Kapetanakis, S., Alshammari, A., Polatidis, N. & Petridis, M., 8 Aug 2018, International Conference on Computational Collective Intelligence. Springer, p. 209-218 10 p. (Lecture Notes in Computer Science).Research output: Chapter in Book/Conference proceeding with ISSN or ISBN › Conference contribution with ISSN or ISBN
A Triangle Multi-level Item-Based Collaborative Filtering Method that Improves Recommendations
Alshammari, G., Kapetanakis, S., Polatidis, N. & Petridis, M., 27 Jul 2018, International Conference on Engineering Applications of Neural Networks. Pimenidis, E. & Jayne, C. (eds.). Springer, Vol. 893. p. 145-157 13 p. (Communications in Computer and Information Science; vol. 893).Research output: Chapter in Book/Conference proceeding with ISSN or ISBN › Conference contribution with ISSN or ISBN
From product recommendation to cyber-attack prediction: generating attack graphs and predicting future attacks
Polatidis, N., Pimenidis, E., Pavlidis, M., Papastergiou, S. & Mouratidis, H., 22 May 2018, In : Evolving Systems.Research output: Contribution to journal › Article
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 journal › Article
Reproducibility of experiments in recommender systems evaluation
Polatidis, N., Kapetanakis, S., Pimenidis, E. & Kosmidis, K., 22 May 2018, 14th International Conference on Artificial Intelligence Applications and Innovations. Germany: Springer-Verlag, Vol. 519. p. 401-409 9 p. (IFIP Advances in Information and Communication Technology).Research output: Chapter in Book/Conference proceeding with ISSN or ISBN › Conference contribution with ISSN or ISBN
Reproduction of experiments in recommender systems evaluation based on explanations
Polatidis, N. & Pimenidis, E., 27 Jul 2018, International Conference on Engineering Applications of Neural Networks. Pimenidis, E. & Jayne, C. (eds.). Springer, Vol. 893. p. 194-200 7 p. (Communications in Computer and Information Science).Research output: Chapter in Book/Conference proceeding with ISSN or ISBN › Conference contribution with ISSN or ISBN
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 journal › Article
Cyber-attack path discovery in a dynamic supply chain maritime risk management system
Polatidis, N., Pavlidis, M. & Mouratidis, H., 14 Sep 2017, In : Computer Standards & Interfaces. 56, p. 74-82 9 p.Research output: Contribution to journal › Article
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. 62-79Research output: Contribution to journal › Article
Recommender systems meeting security: from product recommendation to cyber-attack prediction
Polatidis, N., Pimenidis, E., Pavlidis, M. & Mouratidis, H., 2 Aug 2017, International Conference on Engineering Applications of Neural Networks. Germany: Springer, p. 508-519 12 p. (Communications in Computer and Information Science).Research output: Chapter in Book/Conference proceeding with ISSN or ISBN › Conference contribution with ISSN or ISBN
A dynamic multi-level collaborative filtering method for improved recommendations
Polatidis, N. & Georgiadis, C. K., 5 Nov 2016, In : Computer Standards & Interfaces. 51, p. 14-21Research output: Contribution to journal › Article
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 journal › Article
A method for privacy-preserving context-aware mobile recommendations
Polatidis, N., Georgiadis, C. K., Pimenidis, E. & Stiakakis, E., 1 Dec 2015, E-Democracy – Citizen Rights in the World of the New Computing Paradigms: e-Democracy 2015. Katsikas, S. & Sideridis, A. (eds.). Cham: Springer, Vol. 570. ( Communications in Computer and Information Science).Research output: Chapter in Book/Conference proceeding with ISSN or ISBN › Conference contribution with ISSN or ISBN
A multi-level collaborative filtering method that improves recommendations
Polatidis, N. & Georgiadis, C. K., 4 Dec 2015, In : Expert Systems with Applications. 48, p. 100-110Research output: Contribution to journal › Article
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. 186-204Research output: Contribution to journal › Article
Factors influencing the quality of the user experience in ubiquitous recommender systems
Polatidis, N. & Georgiadis, C. K., 2014, Distributed, Ambient, and Pervasive Interactions: DAPI 2014. Streitz, N. & Markopoulos, P. (eds.). Cham: Springer, Vol. 8530. p. 369-379 ( Lecture Notes in Computer Science).Research output: Chapter in Book/Conference proceeding with ISSN or ISBN › Conference contribution with ISSN or ISBN
An evaluation of keyword, string similarity and very shallow syntactic matching for a university admissions processing infobot
Hancox, P. & Polatidis, N., 2013, In : Computer Science And Information Systems. 10, 4Research output: Contribution to journal › Article
Mobile recommender systems: An overview of technologies and challenges
Polatidis, N. & Georgiadis, C. K., 31 Oct 2013, 2nd International Conference on Informatics and Applications: ICIA. IEEEResearch output: Chapter in Book/Conference proceeding with ISSN or ISBN › Conference contribution with ISSN or ISBN
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 journal › Article
Query matching evaluation in an infobot for university admissions processing
Hancox, P. & Polatidis, N., 2012, 1st Symposium on Languages, Applications and Technologies (SLATE’12). Germany: Dagstuhl Publishing, p. 149-161Research output: Chapter in Book/Conference proceeding with ISSN or ISBN › Conference contribution with ISSN or ISBN