Stelios Kapetanakis

54 papers B 1C 11Misc 3Journal 10Unranked 27
YearRankTypeTitle / Venue / Authors
2025 J jnl
ChatGPT-driven machine learning code generation for android malware detection.
Comput. J.
Jordan Nelson, Michalis Pavlidis, Andrew Fish, Stelios Kapetanakis, Nikolaos Polatidis
2025 — conf
Predicting London's Precipitation: A Spatio-Temporal Neural Network Approach.
AI (2)
Huma Zafar, Stelios Kapetanakis, Giacomo Nalli, Khuong Nguyen
2025 — conf
Towards a Systematic Approach to Memory Safety: A Case Study Integrating Techniques and Practices Over the Software Development Life Cycle (SDLC).
3PGCIC
Isaia Tonini, Giacomo Nalli, Luca Piras, Pietro De Matteis, Stelios Kapetanakis, Silvio Ranise
2024 J jnl
FSSDroid: Feature subset selection for Android malware detection.
World Wide Web (WWW)
Nikolaos Polatidis, Stelios Kapetanakis, Marcello Trovati, Ioannis Korkontzelos, Yannis Manolopoulos
2023 C conf
BotDroid: Permission-Based Android Botnet Detection Using Neural Networks.
EANN
Saeed Seraj, Elias Pimenidis, Michalis Pavlidis, Stelios Kapetanakis, Marcello Trovati, Nikolaos Polatidis
2022 J jnl
A novel Deep Learning approach for one-step Conformal Prediction approximation.
CoRR
Julia A. Meister, Khuong An Nguyen, Stelios Kapetanakis, Zhiyuan Luo
2022 — conf
Fast and Accurate Evaluation of Collaborative Filtering Recommendation Algorithms.
ACIIDS (1)
Nikolaos Polatidis, Stelios Kapetanakis, Elias Pimenidis, Yannis Manolopoulos
2021 C conf
Data Stream Harmonization For Heterogeneous Workflows.
ECMS
Eleftherios Bandis, Nikolaos Polatidis, Maria Diapouli, Stelios Kapetanakis
2021 C conf
Recommender Systems Algorithm Selection Using Machine Learning.
EANN
Nikolaos Polatidis, Stelios Kapetanakis, Elias Pimenidis
2020 J jnl
A novel recommendation method based on general matrix factorization and artificial neural networks.
Neural Comput. Appl.
Stelios Kapetanakis, Nikolaos Polatidis, Gharbi Alshammari, Miltos Petridis
2020 C conf
DeepKAF: A Heterogeneous CBR & Deep Learning Approach for NLP Prototyping.
INISTA
Kareem Amin, Stelios Kapetanakis, Nikolaos Polatidis, Klaus-Dieter Althoff, Andreas Dengel
2020 C conf
SEADer++ v2: Detecting Social Engineering Attacks using Natural Language Processing and Machine Learning.
INISTA
Merton Lansley, Stelios Kapetanakis, Nikolaos Polatidis
2020 J jnl
SEADer++: social engineering attack detection in online environments using machine learning.
J. Inf. Telecommun.
Merton Lansley, Francois Mouton, Stelios Kapetanakis, Nikolaos Polatidis
2020 — ed.
Workshops Proceedings for the Twenty-seventh International Conference on Case-Based Reasoning co-located with the Twenty-seventh International Conference on Case-Based Reasoning (ICCBR 2019), Otzenhausen, Germany, September 8-12, 2019.
ICCBR Workshops
Stelios Kapetanakis, Hayley Borck
2019 J jnl
A Guideline-Based Approach for Assisting with the Reproducibility of Experiments in Recommender Systems Evaluation.
Int. J. Artif. Intell. Tools
Nikolaos Polatidis, Elias Pimenidis, Andrew Fish, Stelios Kapetanakis
2019 — conf
A Switching Approach that Improves Prediction Accuracy for Long Tail Recommendations.
IntelliSys (1)
Gharbi Alshammari, Jose L. Jorro-Aragoneses, Stelios Kapetanakis, Nikolaos Polatidis, Miltos Petridis
2019 J jnl
A switching multi-level method for the long tail recommendation problem.
J. Intell. Fuzzy Syst.
Gharbi Alshammari, Jose L. Jorro-Aragoneses, Nikolaos Polatidis, Stelios Kapetanakis, Elias Pimenidis, Miltos Petridis
2019 — conf
Advanced Similarity Measures Using Word Embeddings and Siamese Networks in CBR.
IntelliSys (2)
Kareem Amin, George Lancaster, Stelios Kapetanakis, Klaus-Dieter Althoff, Andreas Dengel, Miltos Petridis
2019 C conf
An Ensemble Method: Case-Based Reasoning and the Inverse Problems in Investigating Financial Bubbles.
ICCC
Francis Ekpenyong, Georgios Samakovitis, Stelios Kapetanakis, Miltos Petridis
2019 — conf
Building Knowledge Intensive Architectures for Heterogeneous NLP Workflows.
SGAI Conf.
Kareem Amin, Stelios Kapetanakis, Nikolaos Polatidis, Klaus-Dieter Althoff, Andreas Dengel, Miltos Petridis
2019 J jnl
Dynamic scheduling in TWDM-PONs using game theory.
Opt. Switch. Netw.
Christos Dalamagkas, Panagiotis G. Sarigiannidis, Stelios Kapetanakis, Ioannis D. Moscholios
2019 J jnl
Improved Movie Recommendations Based on a Hybrid Feature Combination Method.
Vietnam. J. Comput. Sci.
Gharbi Alshammari, Stelios Kapetanakis, Abdullah Alshammari, Nikolaos Polatidis, Miltos Petridis
2019 — conf
SEADer: A Social Engineering Attack Detection Method Based on Natural Language Processing and Artificial Neural Networks.
ICCCI (1)
Merton Lansley, Nikolaos Polatidis, Stelios Kapetanakis
2019 — conf
Seen the villains: Detecting Social Engineering Attacks using Case-based Reasoning and Deep Learning.
ICCBR Workshops
Merton Lansley, Nikolaos Polatidis, Stelios Kapetanakis, Kareem Amin, George Samakovitis, Miltos Petridis
2019 — conf
Twitter User Modeling Based on Indirect Explicit Relationships for Personalized Recommendations.
ICCCI (1)
Abdullah Alshammari, Stelios Kapetanakis, Nikolaos Polatidis, Roger Evans, Gharbi Alshammari
2019 — conf
Workshop preface.
ICCBR Workshops
Kyle Martin, Stelios Kapetanakis, Anjana Wijekoon, Kareem Amin, Stewart Massie
2018 — conf
A Hybrid Feature Combination Method that Improves Recommendations.
ICCCI (1)
Gharbi Alshammari, Stelios Kapetanakis, Abdullah Alshammari, Nikolaos Polatidis, Miltos Petridis
2018 J jnl
A Multiple Phases Approach for Design Patterns Recovery Based on Structural and Method Signature Features.
Int. J. Softw. Innov.
Mohammed Al-Obeidallah, Miltos Petridis, Stelios Kapetanakis
2018 C conf
A Triangle Multi-level Item-Based Collaborative Filtering Method that Improves Recommendations.
EANN
Gharbi Alshammari, Stelios Kapetanakis, Nikolaos Polatidis, Miltos Petridis
2018 C conf
Answering with Cases: A CBR Approach to Deep Learning.
ICCBR
Kareem Amin, Stelios Kapetanakis, Klaus-Dieter Althoff, Andreas Dengel, Miltos Petridis
2018 — conf
Autonomous Swarm Agents Using Case-Based Reasoning.
SGAI Conf.
Daniel O'Connor, Stelios Kapetanakis, Georgios Samakovitis, Michael W. Floyd, Santiago Ontañón, Miltos Petridis
2018 — conf
Business Process Workflow Mining Using Machine Learning Techniques for the Rail Transport Industry.
SGAI Conf.
Eleftherios Bandis, Miltos Petridis, Stelios Kapetanakis
2018 — conf
Dynamic Process Workflow Routing Using Deep Learning.
SGAI Conf.
Kareem Amin, Stelios Kapetanakis, Klaus-Dieter Althoff, Andreas Dengel, Miltos Petridis
2018 — conf
On Character vs Word Embeddings as Input for English Sentence Classification.
IntelliSys (1)
James Alistair Hammerton, Mercè Vintró, Stelios Kapetanakis, Michele Sama
2018 — conf
Performance Comparison of Popular Text Vectorising Models on Multi-class Email Classification.
IntelliSys (1)
Ritwik Kulkarni, Mercè Vintró, Stelios Kapetanakis, Michele Sama
2018 Misc conf
Reproducibility of Experiments in Recommender Systems Evaluation.
AIAI
Nikolaos Polatidis, Stelios Kapetanakis, Elias Pimenidis, Konstantinos Kosmidis
2018 Misc conf
Special Track on Case-Based Reasoning.
FLAIRS
Stelios Kapetanakis, Michael W. Floyd
2018 C conf
User Modeling on Twitter with Exploiting Explicit Relationships for Personalized Recommendations.
HIS
Abdullah Alshammari, Stelios Kapetanakis, Roger Evans, Nikolaos Polatidis, Gharbi Alshammari
2017 — conf
A Blackboard Based Hybrid Multi-Agent System for Improving Classification Accuracy Using Reinforcement Learning Techniques.
SGAI Conf.
Vasileios Manousakis Kokorakis, Miltos Petridis, Stelios Kapetanakis
2017 C conf
A Hybrid CBR Approach for the Long Tail Problem in Recommender Systems.
ICCBR
Gharbi Alshammari, Jose L. Jorro-Aragoneses, Stelios Kapetanakis, Miltos Petridis, Juan A. Recio-García, Belén Díaz-Agudo
2017 — conf
A Structural Rule-Based Approach for Design Patterns Recovery.
SERA (selected papers)
Mohammed Al-Obeidallah, Miltos Petridis, Stelios Kapetanakis
2017 — conf
Behavioural Analytics using Process Mining in On-line Advertising.
ICCBR (Workshops)
Maria Diapouli, Stelios Kapetanakis, Miltos Petridis, Roger Evans
2017 Misc conf
Business Process Workflow Monitoring Using Distributed CBR with GPU Computing.
FLAIRS
Ioannis Agorgianitis, Stelios Kapetanakis, Miltos Petridis, Andrew Fish
2017 B conf
Intelligent Signal Processing for Dust Storm Prediction Using Ensemble Case-Based Reasoning.
ICTAI
Tariq Saad Al Murayziq, Stelios Kapetanakis, Miltos Petridis
2017 — conf
MLDA: A Multiple Levels Detection Approach for Design Patterns Recovery.
ICCDA
Mohammed Al-Obeidallah, Miltos Petridis, Stelios Kapetanakis
2017 — conf
Predicting Dust Storms Using Hybrid Intelligence System.
SGAI Conf.
Tariq Saad Al Murayziq, Stelios Kapetanakis, Miltos Petridis
2017 — conf
Predicting Fraud in Mobile Money Transfer Using Case-Based Reasoning.
SGAI Conf.
Adeyinka Adedoyin, Stelios Kapetanakis, Georgios Samakovitis, Miltos Petridis
2017 — ed.
Workshops Proceedings for the Twenty-fourth International Conference on Case-Based Reasoning (ICCBR 2016), Atlanta, Georgia, USA, October 31 - November 2, 2016.
ICCBR (Workshops)
Alexandra Coman, Stelios Kapetanakis
2016 — conf
An Industrial Application of Data Mining Techniques to Enhance the Effectiveness of On-Line Advertising.
SGAI Conf.
Maria Diapouli, Miltos Petridis, Roger Evans, Stelios Kapetanakis
2016 — conf
Evaluating Case-Based Reasoning Knowledge Discovery in Fraud Detection.
ICCBR Workshops
Adeyinka Adedoyin, Stelios Kapetanakis, Miltos Petridis, Emmanouil Panaousis
2016 — conf
Evaluating Distributed Methods for CBR Systems for Monitoring Business Process Workflows.
ICCBR Workshops
Ioannis Agorgianitis, Miltos Petridis, Stelios Kapetanakis, Andrew Fish
2015 — conf
Visually Mapping Requirements Models to Cloud Services.
DMS
Shaun Shei, Aidan J. Delaney, Stelios Kapetanakis, Haralambos Mouratidis
2010 C conf
A Case Based Reasoning Approach for the Monitoring of Business Workflows.
ICCBR
Stelios Kapetanakis, Miltos Petridis, Brian Knight, Jixin Ma, Liz Bacon
2010 — conf
Providing Explanations for the Intelligent Monitoring of Business Workflows Using Case-Based Reasoning.
ExaCt
Stelios Kapetanakis, Miltos Petridis, Jixin Ma, Liz Bacon