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Journal Articles
- 2020
[j8]Stelios Kapetanakis
, Nikolaos Polatidis, Gharbi Alshammari, Miltos Petridis:
A novel recommendation method based on general matrix factorization and artificial neural networks. Neural Comput. Appl. 32(16): 12327-12334 (2020)- 2019
- [j7]Gharbi Alshammari, Jose L. Jorro-Aragoneses, Nikolaos Polatidis, Stelios Kapetanakis, Elias Pimenidis, Miltos Petridis:
A switching multi-level method for the long tail recommendation problem. J. Intell. Fuzzy Syst. 37(6): 7189-7198 (2019) - [j6]Gharbi Alshammari, Stelios Kapetanakis, Abdullah Alshammari, Nikolaos Polatidis, Miltos Petridis:
Improved Movie Recommendations Based on a Hybrid Feature Combination Method. Vietnam. J. Comput. Sci. 6(3): 363-376 (2019) - 2018
- [j5]Mohammed Al-Obeidallah, Miltos Petridis, Stelios Kapetanakis:
A Multiple Phases Approach for Design Patterns Recovery Based on Structural and Method Signature Features. Int. J. Softw. Innov. 6(3): 36-52 (2018) - 2011
- [j4]Miltos Petridis, Jixin Ma, Brian Knight:
Temporal model for business process. Intell. Decis. Technol. 5(4): 321-331 (2011) - 2010
- [j3]Aihua Zheng, Jixin Ma, Miltos Petridis, Jin Tang, Bin Luo:
Structure Based Feature Extraction in Basketball Zone-Defense Strategies. Int. J. Comput. Sci. Appl. 7(3): 18-32 (2010) - 2002
- [j2]Tony Mileman, Brian Knight, Miltos Petridis, Don Cowell, John Ewer:
Case-based retrieval of 3-dimensional shapes for the design of metal castings. J. Intell. Manuf. 13(1): 39-45 (2002) - 2001
- [j1]Stephen Taylor, Brian Knight, Miltos Petridis, John Ewer, Edwin Galea:
A Case Based Reasoning System Capturing Fire Modelling Expertise. Comput. Artif. Intell. 20(3): 269-288 (2001)
Conference and Workshop Papers
- 2021
- [c59]Rand Raheem, Aboubaker Lasebae, Miltos Petridis, Ali Hussein Raheem:
Cooperative and Coordinated Mobile Femtocells Technology in High-Speed Vehicular Environments - Mobility and Interference Management. AINA (1) 2021: 653-666 - 2019
- [c58]Shahadate Rezvy, Yuan Luo, Miltos Petridis, Aboubaker Lasebae, Tahmina Zebin:
An efficient deep learning model for intrusion classification and prediction in 5G and IoT networks. CISS 2019: 1-6 - [c57]Merton Lansley, Nikolaos Polatidis, Stelios Kapetanakis, Kareem Amin, George Samakovitis, Miltos Petridis:
Seen the villains: Detecting Social Engineering Attacks using Case-based Reasoning and Deep Learning. ICCBR Workshops 2019: 39-48 - [c56]Miltos Petridis, Mirjam Minor, Stefania Montani, Odd Erik Gundersen:
Workshop preface. ICCBR Workshops 2019: 61-62 - [c55]Francis Ekpenyong, Georgios Samakovitis, Stelios Kapetanakis, Miltos Petridis:
An Ensemble Method: Case-Based Reasoning and the Inverse Problems in Investigating Financial Bubbles. ICCC 2019: 153-168 - [c54]Gharbi Alshammari, Jose L. Jorro-Aragoneses, Stelios Kapetanakis, Nikolaos Polatidis, Miltos Petridis:
A Switching Approach that Improves Prediction Accuracy for Long Tail Recommendations. IntelliSys (1) 2019: 18-28 - [c53]Kareem Amin, George Lancaster, Stelios Kapetanakis, Klaus-Dieter Althoff, Andreas Dengel, Miltos Petridis:
Advanced Similarity Measures Using Word Embeddings and Siamese Networks in CBR. IntelliSys (2) 2019: 449-462 - [c52]Omar Zammit, Serengul Smith, Clifford De Raffaele, Miltos Petridis:
Exposing Knowledge: Providing a Real-Time View of the Domain Under Study for Students. SGAI Conf. 2019: 122-135 - [c51]Kareem Amin, Stelios Kapetanakis, Nikolaos Polatidis, Klaus-Dieter Althoff, Andreas Dengel, Miltos Petridis:
Building Knowledge Intensive Architectures for Heterogeneous NLP Workflows. SGAI Conf. 2019: 152-157 - 2018
- [c50]Gharbi Alshammari, Stelios Kapetanakis, Nikolaos Polatidis, Miltos Petridis:
A Triangle Multi-level Item-Based Collaborative Filtering Method that Improves Recommendations. EANN 2018: 145-157 - [c49]Kareem Amin, Stelios Kapetanakis, Klaus-Dieter Althoff, Andreas Dengel, Miltos Petridis:
Answering with Cases: A CBR Approach to Deep Learning. ICCBR 2018: 15-27 - [c48]Gharbi Alshammari, Stelios Kapetanakis, Abdullah Alshammari, Nikolaos Polatidis, Miltos Petridis:
A Hybrid Feature Combination Method that Improves Recommendations. ICCCI (1) 2018: 209-218 - [c47]Shahadate Rezvy, Miltos Petridis, Aboubaker Lasebae, Tahmina Zebin:
Intrusion Detection and Classification with Autoencoded Deep Neural Network. SecITC 2018: 142-156 - [c46]Kareem Amin, Stelios Kapetanakis, Klaus-Dieter Althoff, Andreas Dengel, Miltos Petridis:
Dynamic Process Workflow Routing Using Deep Learning. SGAI Conf. 2018: 132-142 - [c45]Daniel O'Connor, Stelios Kapetanakis, Georgios Samakovitis, Michael W. Floyd, Santiago Ontañón, Miltos Petridis:
Autonomous Swarm Agents Using Case-Based Reasoning. SGAI Conf. 2018: 210-216 - [c44]Eleftherios Bandis, Miltos Petridis, Stelios Kapetanakis:
Business Process Workflow Mining Using Machine Learning Techniques for the Rail Transport Industry. SGAI Conf. 2018: 446-451 - 2017
- [c43]Alan J. Thomas, Miltos Petridis, Simon D. Walters, Saeed Malekshahi Gheytassi, Robert E. Morgan:
Two Hidden Layers are Usually Better than One. EANN 2017: 279-290 - [c42]Nathaniel Charlton, John Kingston, Miltos Petridis, Ben C. Fletcher:
Using Data Mining to Refine Digital Behaviour Change Interventions. DH 2017: 90-98 - [c41]Ioannis Agorgianitis, Stelios Kapetanakis, Miltos Petridis, Andrew Fish:
Business Process Workflow Monitoring Using Distributed CBR with GPU Computing. FLAIRS 2017: 495-498 - [c40]Gharbi Alshammari, Jose L. Jorro-Aragoneses, Stelios Kapetanakis, Miltos Petridis, Juan A. Recio-García, Belén Díaz-Agudo:
A Hybrid CBR Approach for the Long Tail Problem in Recommender Systems. ICCBR 2017: 35-45 - [c39]Maria Diapouli, Stelios Kapetanakis, Miltos Petridis, Roger Evans:
Behavioural Analytics using Process Mining in On-line Advertising. ICCBR (Workshops) 2017: 147-156 - [c38]Mohammed Al-Obeidallah, Miltos Petridis, Stelios Kapetanakis:
MLDA: A Multiple Levels Detection Approach for Design Patterns Recovery. ICCDA 2017: 33-40 - [c37]Tariq Saad Al Murayziq, Stelios Kapetanakis, Miltos Petridis:
Intelligent Signal Processing for Dust Storm Prediction Using Ensemble Case-Based Reasoning. ICTAI 2017: 1267-1271 - [c36]Mohammed Al-Obeidallah, Miltos Petridis, Stelios Kapetanakis:
A Structural Rule-Based Approach for Design Patterns Recovery. SERA (selected papers) 2017: 107-124 - [c35]Vasileios Manousakis Kokorakis, Miltos Petridis, Stelios Kapetanakis:
A Blackboard Based Hybrid Multi-Agent System for Improving Classification Accuracy Using Reinforcement Learning Techniques. SGAI Conf. 2017: 47-57 - [c34]Adeyinka Adedoyin, Stelios Kapetanakis, Georgios Samakovitis, Miltos Petridis:
Predicting Fraud in Mobile Money Transfer Using Case-Based Reasoning. SGAI Conf. 2017: 325-337 - [c33]Tariq Saad Al Murayziq, Stelios Kapetanakis, Miltos Petridis:
Predicting Dust Storms Using Hybrid Intelligence System. SGAI Conf. 2017: 338-351 - 2016
- [c32]Alan J. Thomas, Simon D. Walters, Miltos Petridis, Saeed Malekshahi Gheytassi, Robert E. Morgan:
Accelerated Optimal Topology Search for Two-Hidden-Layer Feedforward Neural Networks. EANN 2016: 253-266 - [c31]Babangida Albaba Abubakar, Miltos Petridis, Deshinder Singh Gill, Saeed Malekshahi Gheytassi:
Adaptive CDN-based bandwidth conserving algorithm for Mobile IPTV. ICACI 2016: 400-406 - [c30]Ioannis Agorgianitis, Miltos Petridis, Stelios Kapetanakis, Andrew Fish:
Evaluating Distributed Methods for CBR Systems for Monitoring Business Process Workflows. ICCBR Workshops 2016: 122-131 - [c29]Adeyinka Adedoyin, Stelios Kapetanakis, Miltos Petridis, Emmanouil Panaousis:
Evaluating Case-Based Reasoning Knowledge Discovery in Fraud Detection. ICCBR Workshops 2016: 182-191 - [c28]Nikolay Burlutskiy, Miltos Petridis, Andrew Fish, Alexey Chernov, Nour Ali:
An Investigation on Online Versus Batch Learning in Predicting User Behaviour. SGAI Conf. 2016: 135-149 - [c27]Maria Diapouli, Miltos Petridis, Roger Evans, Stelios Kapetanakis:
An Industrial Application of Data Mining Techniques to Enhance the Effectiveness of On-Line Advertising. SGAI Conf. 2016: 391-397 - 2015
- [c26]Daniel Ganji, Haralambos Mouratidis, Saeed Malekshahi Gheytassi, Miltos Petridis:
Conflicts Between Security and Privacy Measures in Software Requirements Engineering. ICGS3 2015: 323-334 - [c25]Nikolay Burlutskiy, Andrew Fish, Nour Ali, Miltos Petridis:
Prediction of Users' Response Time in Q&A Communities. ICMLA 2015: 618-623 - 2014
- [c24]Babangida Albaba Abubakar, Miltos Petridis, Deshinder Singh Gill, Saeed Malekshahi Gheytassi:
Unicast Bandwidth Efficiency Routing Algorithm for Mobile Devices. IEEE MS 2014: 8-15 - [c23]Nikolay Burlutskiy, Miltos Petridis, Andrew Fish, Nour Ali:
Enabling the visualization for reasoning about temporal data. VL/HCC 2014: 179-180 - 2013
- [c22]Elena Irena Teodorescu, Miltos Petridis:
An Agent Based Framework for Multiple, Heterogeneous Case Based Reasoning. ICCBR 2013: 314-328 - [c21]Markus Wolf, Miltos Petridis, Jixin Ma:
Using Structural Similarity for Effective Retrieval of Knowledge from Class Diagrams. SGAI Conf. 2013: 185-198 - [c20]Jixin Ma, Miltos Petridis, Brian Knight:
Formulating the Temporal Causal Relationships Between Events and Their Results. SGAI Conf. 2013: 199-210 - 2011
- [c19]Xiaoyi Zhou, Jixin Ma, Miltos Petridis, Wencai Du:
Temporal Ordered Image Encryption. CMC 2011: 23-28 - 2010
- [c18]Omer Khalid, Ivo Maljevic, Richard J. Anthony, Miltos Petridis, Kevin Parrott, Markus Schulz:
Deadline Aware Virtual Machine Scheduler for Grid and Cloud Computing. AINA Workshops 2010: 85-90 - [c17]Stelios Kapetanakis, Miltos Petridis, Jixin Ma, Liz Bacon:
Providing Explanations for the Intelligent Monitoring of Business Workflows Using Case-Based Reasoning. ExaCt 2010: 25-36 - [c16]Stelios Kapetanakis, Miltos Petridis, Brian Knight, Jixin Ma, Liz Bacon:
A Case Based Reasoning Approach for the Monitoring of Business Workflows. ICCBR 2010: 390-405 - [c15]Xiaoyi Zhou, Jixin Ma, Wencai Du, Bo Zhao, Miltos Petridis, Yongzhe Zhao:
BMQE System - A MQ Equations System based on Ergodic Matrix. SECRYPT 2010: 431-435 - 2009
- [c14]Aihua Zheng, Jixin Ma, Bin Luo, Miltos Petridis, Sulan Zhai, Jin Tang:
Temporal Pattern Recognition in Video Clips Detection. ACIS-ICIS 2009: 416-421 - [c13]Omer Khalid, Richard J. Anthony, Paul Nilsson, Kate Keahey, Markus Schulz, Kevin Parrott, Miltos Petridis:
Enabling and optimizing pilot jobs using xen based virtual machines for the HPC grid applications. VTDC@ICAC 2009: 1-8 - [c12]Aihua Zheng, Jixin Ma, Bin Luo, Miltos Petridis, Jin Tang:
Character-angle based video annotation. IMCSIT 2009: 547-552 - [c11]Omer Khalid, Ivo Maljevic, Richard J. Anthony, Miltos Petridis, Kevin Parrott, Markus Schulz:
Dynamic Scheduling of Virtual Machines Running HPC Workloads in Scientific Grids. NTMS 2009: 1-5 - [c10]Aihua Zheng, Jixin Ma, Miltos Petridis, Jin Tang, Bin Luo:
A Robust Approach to Subsequence Matching. SERA (selected papers) 2009: 39-49 - 2008
- [c9]Eyke Hüllermeier, Michael M. Richter, Rosina Weber, Kerstin Bach, Miltos Petridis:
Preface: Uncertainty, Similarity, and Knowledge Discovery in CBR. ECCBR Workshops 2008: 117-118 - [c8]Jixin Ma, Brian Knight, Miltos Petridis:
Deriving Explanations From Partial Temporal Information. ExaCt 2008: 61-71 - [c7]Guoxing Zhao, Jixin Ma, Fuxing Shen, Miltos Petridis:
A Sound and Complete Reified Temporal Logic. SNPD 2008: 111-116 - 2007
- [c6]Chaoying Ma, Liz Bacon, Miltos Petridis, Gill Windall:
A Design Pattern for Integration of Business Process Management Systems. IRI 2007: 239-244 - 2006
- [c5]Chaoying Ma, Liz Bacon, Miltos Petridis, Gill Windall:
Towards the Design of a Portal Framework for Web Services Integration. AICT/ICIW 2006: 163 - 2005
- [c4]Fei Ling Woon, Brian Knight, Miltos Petridis, Mayur K. Patel:
CBE-Conveyor: A Case-Based Reasoning System to Assist Engineers in Designing Conveyor Systems. ICCBR 2005: 640-651 - [c3]Jixin Ma, Brian Knight, Miltos Petridis, Amin Mineh:
Visualizing a Temporal Consistence Checker. IV 2005: 686-691 - 2003
- [c2]Fei Ling Woon, Brian Knight, Miltos Petridis:
Case Base Reduction Using Solution-Space Metrics. ICCBR 2003: 652-664 - 2000
- [c1]Tony Mileman, Brian Knight, Miltos Petridis, Keith Preddy, Patrick Mejasson:
Maintenance of a Case-Base for the Retrieval of Rotationally Symmetric Shapes for the Design of Metal Castings. EWCBR 2000: 418-430
Editorship
- 2019
- [e16]Max Bramer, Miltos Petridis:
Artificial Intelligence XXXVI - 39th SGAI International Conference on Artificial Intelligence, AI 2019, Cambridge, UK, December 17-19, 2019, Proceedings. Lecture Notes in Computer Science 11927, Springer 2019, ISBN 978-3-030-34884-7 [contents] - 2018
- [e15]Max Bramer, Miltos Petridis:
Artificial Intelligence XXXV - 38th SGAI International Conference on Artificial Intelligence, AI 2018, Cambridge, UK, December 11-13, 2018, Proceedings. Lecture Notes in Computer Science 11311, Springer 2018, ISBN 978-3-030-04190-8 [contents] - 2017
- [e14]Max Bramer, Miltos Petridis:
Artificial Intelligence XXXIV - 37th SGAI International Conference on Artificial Intelligence, AI 2017, Cambridge, UK, December 12-14, 2017, Proceedings. Lecture Notes in Computer Science 10630, Springer 2017, ISBN 978-3-319-71077-8 [contents] - 2016
- [e13]Max Bramer, Miltos Petridis:
Research and Development in Intelligent Systems XXXIII - Incorporating Applications and Innovations in Intelligent Systems XXIV. Proceedings of AI-2016, The Thirty-Sixth SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, Cambridge, UK, December 13-15, 2016. Springer 2016, ISBN 978-3-319-47174-7 [contents] - 2015
- [e12]Max Bramer, Miltos Petridis:
Research and Development in Intelligent Systems XXXII - Incorporating Applications and Innovations in Intelligent Systems XXIII. Proceedings of AI-2015, The Thirty-Fifth SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, Cambridge, UK, December 15-17, 2015. Springer 2015, ISBN 978-3-319-25030-4 [contents] - 2014
- [e11]Max Bramer, Miltos Petridis:
Research and Development in Intelligent Systems XXXI, Incorporating Applications and Innovations in Intelligent Systems XXII. Proceedings of AI-2014, The Thirty-fourth SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, Cambridge, UK, December 9-11, 2014. Springer 2014, ISBN 978-3-319-12068-3 [contents] - 2013
- [e10]Max Bramer, Miltos Petridis:
Research and Development in Intelligent Systems XXX, Incorporating Applications and Innovations in Intelligent Systems XXI Proceedings of AI-2013, The Thirty-third SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, Cambridge, England, UK, December 10-12, 2013. Springer 2013, ISBN 978-3-319-02620-6 [contents] - 2012
- [e9]Max Bramer, Miltos Petridis:
Research and Development in Intelligent Systems XXIX, Incorporating Applications and Innovations in Intelligent Systems XX: Proceedings of AI-2012, The Thirty-second SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, Cambridge, England, UK, December 11-13, 2012. Springer 2012, ISBN 978-1-4471-4738-1 [contents] - 2011
- [e8]Max Bramer, Miltos Petridis, Adrian Hopgood:
Research and Development in Intelligent Systems XXVII - Incorporating Applications and Innovations in Intelligent Systems XVIII Proceedings of AI-2010, The Thirtieth SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, Cambridge, England, UK, 14-16 December 2010. Springer 2011, ISBN 978-0-85729-129-5 [contents] - [e7]Max Bramer, Miltos Petridis, Lars Nolle:
Research and Development in Intelligent Systems XXVIII - Incorporating Applications and Innovations in Intelligent Systems XIX Proceedings of AI-2011, the Thirty-first SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, Cambridge, UK, December 2011. Springer 2011, ISBN 978-1-4471-2317-0 [contents] - 2010
- [e6]Max Bramer, Richard Ellis, Miltos Petridis:
Research and Development in Intelligent Systems XXVI, Incorporating Applications and Innovations in Intelligent Systems XVII, Peterhouse College, Cambridge, UK, 15-17 December 2009. Springer 2010, ISBN 978-1-84882-983-1 [contents] - [e5]Jixin Ma, Liz Bacon, Wencai Du, Miltos Petridis:
11th ACIS International Conference on Software Engineering, Artificial Intelligences, Networking and Parallel/Distributed Computing, SNPD 2010, London, England, UK, June 9-11, 2010. IEEE Computer Society 2010, ISBN 978-0-7695-4088-7 [contents] - 2009
- [e4]Max Bramer, Miltos Petridis, Frans Coenen:
Research and Development in Intelligent Systems XXV, Proceedings of AI-2008, the Twenty-eighth SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, Cambridge, UK, 9-11 December, 2008. Springer 2009, ISBN 978-1-84882-170-5 [contents] - [e3]Tony Allen, Richard Ellis, Miltos Petridis:
Applications and Innovations in Intelligent Systems XVI, Proceedings of AI-2008, the Twenty-eighth SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, Cambridge, UK, 9-11 December. Springer 2009, ISBN 978-1-84882-214-6 [contents] - 2008
- [e2]Max Bramer, Frans Coenen, Miltos Petridis:
Research and Development in Intelligent Systems XXIV, Proceedings of AI-2007, the Twenty-seventh SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, Cambridge, UK, December 2007. Springer 2008, ISBN 978-1-84800-094-0 [contents] - [e1]Richard Ellis, Tony Allen, Miltos Petridis:
Applications and Innovations in Intelligent Systems XV - Proceedings of AI-2007, the Twenty-seventh SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, Cambridge, UK, 10-12 December 2007. Springer 2008, ISBN 978-1-84800-085-8 [contents]
Informal and Other Publications
- 2010
- [i3]Omer Khalid, Ivo Maljevic, Richard J. Anthony, Miltos Petridis, Kevin Parrott, Markus Schulz:
Dynamic scheduling of virtual machines running hpc workloads in scientific grids. CoRR abs/1009.4841 (2010) - [i2]Omer Khalid, Ivo Maljevic, Richard J. Anthony, Miltos Petridis, Kevin Parrott, Markus Schulz:
Deadline aware virtual machine scheduler for scientific grids and cloud computing. CoRR abs/1009.4847 (2010) - 2009
- [i1]Omer Khalid, Richard J. Anthony, Paul Nilsson, Kate Keahey, Markus Schulz, Miltos Petridis, Kevin Parrott:
Enabling and Optimizing Pilot Jobs using Xen based Virtual Machines for the HPC Grid Applications. CoRR abs/0906.1147 (2009)
Coauthor Index
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