2020
Enhancing Security on IoT Devices via Machine Learning on Conditional Power Dissipation Journal Article
In: Electronics, vol. 9, no. 11, pp. 1799, 2020.
2019
Enhancing Clustering of Single-Cell RNA-Seq Data by Proximity Learning on Random Projected Spaces Proceedings Article
In: 2019 IEEE 19th International Conference on Bioinformatics and Bioengineering (BIBE), pp. 846-849, 2019.
Machine Learning for All: A More Robust Federated Learning Framework Proceedings Article
In: Proceedings of the 5th International Conference on Information Systems Security and Privacy - Volume 1: ICISSP,, pp. 544-551, INSTICC SciTePress, 2019, ISBN: 978-989-758-359-9.
A Machine-Learning Clustering Approach for Intrusion Detection to IoT Devices Proceedings Article
In: 2019 4th South-East Europe Design Automation, Computer Engineering, Computer Networks and Social Media Conference (SEEDA-CECNSM), pp. 1–6, IEEE 2019.
A Comparative Assessment of Machine Learning Algorithms for Events Detection Proceedings Article
In: 2019 4th South-East Europe Design Automation, Computer Engineering, Computer Networks and Social Media Conference (SEEDA-CECNSM), pp. 1–4, IEEE 2019.
2018
Detecting and locating gastrointestinal anomalies using deep learning and iterative cluster unification Journal Article
In: IEEE transactions on medical imaging, vol. 37, no. 10, pp. 2196–2210, 2018.
Enhancing Security on IoT Devices via Machine Learning on Conditional Power Dissipation Journal Article
In: Electronics, vol. 9, no. 11, pp. 1799, 2020.
Enhancing Clustering of Single-Cell RNA-Seq Data by Proximity Learning on Random Projected Spaces Proceedings Article
In: 2019 IEEE 19th International Conference on Bioinformatics and Bioengineering (BIBE), pp. 846-849, 2019.
Machine Learning for All: A More Robust Federated Learning Framework Proceedings Article
In: Proceedings of the 5th International Conference on Information Systems Security and Privacy - Volume 1: ICISSP,, pp. 544-551, INSTICC SciTePress, 2019, ISBN: 978-989-758-359-9.
A Machine-Learning Clustering Approach for Intrusion Detection to IoT Devices Proceedings Article
In: 2019 4th South-East Europe Design Automation, Computer Engineering, Computer Networks and Social Media Conference (SEEDA-CECNSM), pp. 1–6, IEEE 2019.
A Comparative Assessment of Machine Learning Algorithms for Events Detection Proceedings Article
In: 2019 4th South-East Europe Design Automation, Computer Engineering, Computer Networks and Social Media Conference (SEEDA-CECNSM), pp. 1–4, IEEE 2019.
Detecting and locating gastrointestinal anomalies using deep learning and iterative cluster unification Journal Article
In: IEEE transactions on medical imaging, vol. 37, no. 10, pp. 2196–2210, 2018.
Kvasir: Scalable Provision of Semantically Relevant Web Content on Big Data Framework Journal Article
In: IEEE Transactions on Big Data, vol. 2, no. 3, pp. 219-233, 2016.
Minimum Density Hyperplanes Journal Article
In: Journal of Machine Learning Research, vol. 17, no. 156, pp. 1-33, 2016.
A software tool for the automatic detection and quantification of fibrotic tissues in microscopy images Journal Article
In: Information Sciences, vol. 308, pp. 125–139, 2015.
Estimation of robot position and orientation using a stationary fisheye camera Journal Article
In: International Journal on Artificial Intelligence Tools, vol. 24, no. 06, pp. 1560004, 2015.
Fractal analysis and fuzzy c-means clustering for quantification of fibrotic microscopy images Journal Article
In: Artificial Intelligence Review, vol. 42, no. 3, pp. 313–329, 2014.
Unsupervised clustering and multi-optima evolutionary search Proceedings Article
In: 2014 IEEE Congress on Evolutionary Computation (CEC), pp. 2383–2390, IEEE 2014.
Random direction divisive clustering Journal Article
In: Pattern Recognition Letters, vol. 34, no. 2, pp. 131–139, 2013.
Artificial Neural Networks and Principal Components Analysis for Detection of Idiopathic Pulmonary Fibrosis in Microscopy Images Proceedings Article
In: International Conference on Engineering Applications of Neural Networks, pp. 292–301, Springer 2013.
Clustering of high dimensional data streams Proceedings Article
In: Hellenic Conference on Artificial Intelligence, pp. 223–230, Springer 2012.
Density based projection pursuit clustering Proceedings Article
In: 2012 IEEE Congress on Evolutionary Computation, pp. 1–8, IEEE 2012.
Independent component clustering for skin lesions characterization Book Section
In: Artificial Intelligence Applications and Innovations, pp. 472–482, Springer, 2011.
Independent component clustering for skin lesions characterization Book Section
In: Artificial Intelligence Applications and Innovations, pp. 472–482, Springer, 2011.
Skin lesions characterisation utilising clustering algorithms Proceedings Article
In: Hellenic Conference on Artificial Intelligence, pp. 243–253, Springer 2010.
Evolutionary principal direction divisive partitioning Proceedings Article
In: IEEE Congress on Evolutionary Computation, pp. 1–7, IEEE 2010.