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Stelios Kapetanakis

Dr

20092020

Research output per year

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Research Output

  • 18 Conference contribution with ISSN or ISBN
  • 5 Article
  • 3 Paper
  • 1 Chapter
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Conference contribution with ISSN or ISBN
2020

DeepKAF: A Heterogeneous CBR & Deep Learning Approach for NLP Prototyping

Amin, K., Kapetanakis, S., Polatidis, N., Althoff, K-D. & Dengel, A., 2020, (Accepted/In press) 2020 International Conference on Innovations in Intelligent Systems and Applications: INISTA 2020. IEEE

Research output: Chapter in Book/Conference proceeding with ISSN or ISBNConference contribution with ISSN or ISBN

Open Access
File

SEADer++ v2: Detecting Social Engineering Attacks using Natural Language Processing and Machine Learning

Lansley, M., Kapetanakis, S. & Polatidis, N., 2020, (Accepted/In press) 2020 International Conference on Innovations in Intelligent Systems and Applications: INISTA 2020. IEEE

Research output: Chapter in Book/Conference proceeding with ISSN or ISBNConference contribution with ISSN or ISBN

Open Access
File
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 ISBN

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 ISBNConference contribution with ISSN or ISBN

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 ISBN

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 ISBN

Open Access
File

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 ISBN

Open Access
File
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 ISBN

Open Access
File

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 ISBN

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 ISBN

Open Access
File
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 ISBN

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 ISBN

Open Access
File

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 ISBN

Open Access
File
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 ISBN

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 ISBN

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 ISBN

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 ISBN

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 ISBN

Open Access
File