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  • 2023

    BotDroid: Permission-based Android Botnet Detection Using Neural Networks

    Seraj, S., Pimenidis, E., Pavlidis, M., Kapetanakis, S., Trovati, M. & Polatidis, N., 7 Jun 2023, Engineering Applications of Neural Networks - 24th International Conference, EAAAI/EANN 2023, Proceedings. Iliadis, L., Maglogiannis, I., Alonso, S., Jayne, C. & Pimenidis, E. (eds.). Springer Science and Business Media Deutschland GmbH, Vol. 1826. p. 71-84 14 p. (Communications in Computer and Information Science; vol. 1826 CCIS).

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

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  • VPNDroid: Malicious Android VPN detection using a CNN-RF method

    Polatidis, N., Pimenidis, E., Trovati, M. & Iliadis, L., 22 Sept 2023, Artificial Neural Networks and Machine Learning: ICANN 2023. p. 444–453 (Lecture Notes in Computer Science; vol. 14263).

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

  • 2022

    A New Model for Artificial Intuition

    Trovati, M., Johnny, O., Xu, X. & Polatidis, N., 9 Sept 2022, 31st International Conference on Artificial Neural Networks: ICANN. Springer

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

  • A novel LSTM-CNN architecture to forecast stock prices

    Dhaliwal, A., Polatidis, N. & Pimenidis, E., 9 Sept 2022, 31st International Conference on Artificial Neural Networks: ICANN. Springer

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

  • Fast and accurate evaluation of collaborative filtering recommendation algorithms

    Polatidis, N., Kapetanakis, S., Pimenidis, E. & Manolopoulos, Y., 9 Dec 2022, 14th Asian Conference on Intelligent Information and Database Systems: ACIIDS 2022. Springer, 12 p. (Asian Conference on Intelligent Information and Database Systems).

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

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  • TrojanDroid: Android Malware Detection for Trojan Discovery Using Convolutional Neural Networks

    Seraj, S., Pavlidis, M. & Polatidis, N., 10 Jun 2022, International Conference on Engineering Applications of Neural Networks: EANN. Iliadis, L., Jayne, C., Tefas, A. & Pimenidis, E. (eds.). Springer Science and Business Media Deutschland GmbH, p. 203-212 10 p. (Communications in Computer and Information Science; vol. 1600 CCIS).

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

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  • 2021

    Data Stream Harmonization For Heterogeneous Workflows

    Bandis, E., Polatidis, N., Diapouli, M. & Kapetanakis, S., 30 Jun 2021, Proceedings of the 35th ECMS International Conference on Modelling and Simulation ECMS 2021. Al-Begain , K., Iacono , M., Campanile , L. & Bargiela, A. (eds.). European Council for Modelling and Simulation, p. 42-47 (Communications of the ECMS; vol. 35, no. 1).

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

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  • Recommender systems algorithm selection using machine learning

    Polatidis, N., Kapetanakis, S. & Pimenidis, E., 1 Jul 2021, 22nd International Conference on Engineering Applications of Neural Networks. Cham: Springer, p. 477-487 (Proceedings of the International Neural Networks Society; vol. 3).

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

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  • 2020

    A novel dataset for fake android anti-malware detection

    Seraj, S., Pavlidis, M. & Polatidis, N., 30 Jun 2020, 10th International Conference on Web Intelligence, Mining and Semantics. New York: ACM, p. 205-209 5 p.

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

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

    Amin, K., Kapetanakis, S., Polatidis, N., Althoff, K.-D. & Dengel, A., 11 Sept 2020, INISTA 2020 - 2020 International Conference on INnovations in Intelligent SysTems and Applications, Proceedings: INISTA 2020. Ivanovic, M., Yildirim, T., Trajcevski, G., Badica, C., Bellatreche, L., Kotenko, I., Badica, A., Erkmen, B. & Savic, M. (eds.). IEEE, p. 1-7 9194679. (INISTA 2020 - 2020 International Conference on INnovations in Intelligent SysTems and Applications, Proceedings).

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

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

    Lansley, M., Kapetanakis, S. & Polatidis, N., 11 Sept 2020, INISTA 2020 - 2020 International Conference on INnovations in Intelligent SysTems and Applications, Proceedings: INISTA 2020. Ivanovic, M., Yildirim, T., Trajcevski, G., Badica, C., Bellatreche, L., Kotenko, I., Badica, A., Erkmen, B. & Savic, M. (eds.). IEEE, p. 1-6 9194623. (INISTA 2020 - 2020 International Conference on INnovations in Intelligent SysTems and Applications, Proceedings).

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

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  • 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 ISBNpeer-review

  • 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 ISBNpeer-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 ISBNpeer-review

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  • 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 ISBNConference contribution with ISSN or ISBNpeer-review

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  • 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 ISBNpeer-review

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  • 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 ISBNpeer-review

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  • 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 ISBNpeer-review

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  • 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 ISBNpeer-review

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  • 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 ISBNpeer-review

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  • 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 ISBNConference contribution with ISSN or ISBNpeer-review

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  • 2017

    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 ISBNConference contribution with ISSN or ISBNpeer-review

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  • 2015

    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 ISBNConference contribution with ISSN or ISBNpeer-review

  • 2014

    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 ISBNConference contribution with ISSN or ISBNpeer-review

  • 2013

    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. IEEE

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

  • 2012

    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. 149-161

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

    Open Access