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Stelios Kapetanakis

Dr

20092019
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Research Output 2009 2019

  • 16 Conference contribution with ISSN or ISBN
  • 4 Article
  • 3 Paper
  • 1 Chapter
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Conference contribution with ISSN or ISBN
2019

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 ISBNConference contribution with ISSN or ISBNResearchpeer-review

Building Knowledge Intensive Architectures for heterogeneous NLP workflows

Amin, K., Kapetanakis, S., Polatidis, N., Althoff, K-D., Dengel, A. & Petridis, M., 2019, 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 ISBNConference contribution with ISSN or ISBNResearchpeer-review

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 ISBNConference contribution with ISSN or ISBNResearchpeer-review

Open Access
File

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 ISBNConference contribution with ISSN or ISBNResearchpeer-review

Personalized Recommendation
User Modeling
Websites
User Profile
Recommender systems

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 ISBNConference contribution with ISSN or ISBNResearchpeer-review

Recommender systems
2018

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 ISBNConference contribution with ISSN or ISBNResearchpeer-review

Open Access
File
Collaborative filtering
Classifiers
Recommender systems
Sales
Industry

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 ISBNConference contribution with ISSN or ISBNResearchpeer-review

Open Access
File

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 ISBNConference contribution with ISSN or ISBNResearchpeer-review

Open Access
File
Recommender systems
Experiments
2014

A Multi-Agent architecture for collaborative reasoning in workflows

Manousakis-Kokorakis, V., Kapetanakis, S. & Petridis, M., 1 Jan 2014, 19th UK Workshop on Case-Based Reasoning. Cambridge, p. 49-58 10 p. (CEUR Workshop Proceedings).

Research output: Chapter in Book/Conference proceeding with ISSN or ISBNConference contribution with ISSN or ISBNResearchpeer-review

Open Access
File

Profiling cyber attacks using Case-based Reasoning

Kapetanakis, S., Filippoupolitis, A., Loukas, G. & Saad Al Murayziq, T., 1 Jan 2014, 19th UK Workshop on Case-Based Reasoning. Cambridge, p. 39-48 10 p.

Research output: Chapter in Book/Conference proceeding with ISSN or ISBNConference contribution with ISSN or ISBNResearchpeer-review

Open Access
File
Case based reasoning
Security of data

Towards real-time profiling of human attackers and bot detection

Filippoupolitis, A., Loukas, G. & Kapetanakis, S., 1 Jan 2014, CFET 2014 7th International Conference on Cybercrime Forensics Education & Training. Canterbury, p. 1-2 2 p.

Research output: Chapter in Book/Conference proceeding with ISSN or ISBNConference contribution with ISSN or ISBNResearchpeer-review

Open Access
File
Case based reasoning
Detectors
2011

Enhancing similarity measures and context provision for the intelligent monitoring of business processes in CBR-WIMS

Kapetanakis, S., Petridis, M., Ma, J., Knight, B. & Bacon, L., 2011, 19th International Conference on Case Based Reasoning.

Research output: Chapter in Book/Conference proceeding with ISSN or ISBNConference contribution with ISSN or ISBNResearchpeer-review

Open Access
File
2010

A case based reasoning approach for the monitoring of business workflows

Kapetanakis, S., Petridis, M., Knight, B., Ma, J. & Bacon, L., 1 Jan 2010, Proceedings of the 18th International Conference on Case-Based Reasoning Research and Development. Berlin Heidelberg: Springer, Vol. 6176. p. 390-405 16 p. (Lecture Notes in Computer Science).

Research output: Chapter in Book/Conference proceeding with ISSN or ISBNConference contribution with ISSN or ISBNResearchpeer-review

Case based reasoning
Monitoring
Industry
Service oriented architecture (SOA)
Quality assurance

CBR-WIMS, an intelligent monitoring platform for business processes

Kapetanakis, S., Petridis, M., Ma, J. & Knight, B., 1 Dec 2010, Proceedings of the 15th UK CBR workshop. CMS Press, p. 55-64 10 p.

Research output: Chapter in Book/Conference proceeding with ISSN or ISBNConference contribution with ISSN or ISBNResearchpeer-review

Open Access
File

Providing explanations for the intelligent monitoring of business workflows using case-based reasoning

Kapetanakis, S., Petridis, M., Ma, J. & Bacon, L., 1 Jan 2010, Proceedings of the Fifth International Workshop on Explanation-aware Computing, ExaCt 2010. Tilburg, The Netherlands: Ceur Workshop Proceedings, Vol. 650. p. 25-36 12 p. (CEUR Workshop Proceedings).

Research output: Chapter in Book/Conference proceeding with ISSN or ISBNConference contribution with ISSN or ISBNResearchpeer-review

Case based reasoning
Monitoring
Quality assurance
Industry
Managers
2009

Workflow monitoring and diagnosis using case based reasoning on incomplete temporal log data

Kapetanakis, S., Petridis, M., Ma, J. & Bacon, L., 2009, Proceedings of the 8th International Conference on Case Based Reasoning. Vol. Worksh.

Research output: Chapter in Book/Conference proceeding with ISSN or ISBNConference contribution with ISSN or ISBNResearchpeer-review

Open Access
File