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Mr. Alexandros Nizamis -
Publications

Journals

  1. T. Kotsiopoulos, G. Papakostas, T. Vafeiadis, V. Dimitriadis, A. Nizamis, A. Bolzoni, D. Bellinati, D. Ioannidis, K. Votis, D. Tzovaras, P. Sarigiannidis, "Revolutionizing defect recognition in hard metal industry through AI explainability, human-in-the-loop approaches and cognitive mechanisms.", Expert Systems with Applications. 2024 Dec 1;255:124839.
  2. T. Antamis, A. Drosou, T. Vafeiadis, A. Nizamis, D. Ioannidis, D. Tzovaras, "Interpretability of deep neural networks: A review of methods, classification and hardware.", Neurocomputing. 2024 Jul 17:128204.
  3. A. Nizamis, R. A. Deshmukh, T. Vafeiadis, F. G. Valencia, M. J. Ariño, A. Schneider, D. Ioannidis, D. Tzovaras, "Application of a Visual and Data Analytics Platform for Industry 4.0 Enabled by the Interoperable Data Spine: A Real-World Paradigm for Anomaly Detection in the Furniture Domain.", In Enterprise Interoperability X: Enterprise Interoperability Through Connected Digital Twins 2024 Mar 21 (pp. 37-48). Cham: Springer International Publishing.
  4. A. Nizamis, G. Schlake, G. Siachamis, V. Dimitriadis, C. Patsonakis, C. Beecks, D. Ioannidis, K. Votis, D. Tzovaras, "Designing a Marketplace to Exchange AI Models for Industry 5.0.", In Artificial Intelligence in Manufacturing: Enabling Intelligent, Flexible and Cost-Effective Production Through AI 2023 Sep 28 (pp. 27-41). Cham: Springer Nature Switzerland.
  5. K. Tsolaki, T. Vafeiadis, A. Nizamis, D. Ioannidis, D. Tzovaras, "Utilizing machine learning on freight transportation and logistics applications: A review.", ICT Express, 2022
  6. V. Rousopoulou, T. Vafeiadis, A. Nizamis, I. Iakovidis, L. Samaras, A. Kirtsoglou, K. Georgiadis, D. Ioannidis, D. Tzovaras, "Cognitive analytics platform with AI solutions for anomaly detection", Computers in Industry, 2021, https://doi.org/10.1016/j.compind.2021.103555
  7. T. Mastos, A. Nizamis, S. Terzi, D. Gkortzis, A. Papadopoulos, N. Tsagkalidis, D. Ioannidis, K. Votis, D. Tzovaras, "Introducing an application of an industry 4.0 solution for circular supply chain management", Journal of Cleaner Production, volume 300, 2021, Special Issue: Progress in Smart and Sustainable Technologies, https://doi.org/10.1016/j.jclepro.2021.126886
  8. A. Alexiadis, A. Veliskaki, A. Nizamis, A. Bintoudi, L. Zyglakis, A. Triantafyllidis, I. Koskinas, D. Ioannidis, K. Votis, D. Tzovaras, "A smarthome conversational agent performing implicit demand-response application planning", Integrated Computer-Aided Engineering, DOI: 10.3233/ICA-210669
  9. V. Rousopoulou, A. Nizamis, T. Vafeiadis, D. Ioannidis, D. Tzovaras, "Predictive Maintenance for Injection Moulding Machines enabled by Cognitive Analytics for Industry 4.0", Frontiers in Artificial Intelligence, 3, 86, 2020.
  10. T. Mastos, A. Nizamis, T. Vafeiadis, N. Alexopoulos, C. Ntinas, D. Gkortzis, A. Papadopoulos, D. Ioannidis, D. Tzovaras, "Industry 4.0 sustainable supply chains: An application of an IoT enabled scrap metal management solution", Journal of Cleaner Production, (in press), 122377, 2020.

Conference

  1. D. Dimoudis, T. Vafeiadis, A. Nizamis, E. Musiari, L. Ziliotti, D. Ioannidis, D. Tzovaras, "A Holistic Framework for Production Scheduling in Industry 4.0.", 2023 19th International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT), Pafos, Cyprus, 2023, pp. 269-276, doi: 10.1109/DCOSS-IoT58021.2023.00053
  2. D. Dimoudis, T. Vafeiadis, A. Nizamis, D. Ioannidis, D. Tzovaras, "Utilizing an adaptive window rolling median methodology for time series anomaly detection.", Procedia Computer Science, 217, 584-593. (2023).
  3. A. Alexiadis, A. Nizamis, D. Giakoumis, K. Votis, D. Tzovaras, "A Sensor-Independent Multimodal Fusion Scheme for Human Activity Recognition", CPRAI 2022 - 3rd International Conference on Pattern Recognition and Artificial Intelligence, Paris, France, June 2022
  4. U. Wajid, A. Nizamis, V. Anaya, "Towards Industry 5.0 – A Trustworthy AI Framework for Digital Manufacturing with Humans in Control", I-ESA Workshops 2022 Interoperability for Enterprise Systems and Applications Workshops, March 2022, Valencia, Spain
  5. K. Georgiadis, A. Nizamis, T. Vafeiadis, D. Ioannidis, D. Tzovaras, "Production Scheduling Optimization enabled by Digital Cognitive Platform", in International Conference on Industry Sciences and Computer Science Innovation (iSCSi 2022), March 2022, Porto, Portugal
  6. N. Fair, S. Modafferi, A. Nizamis, U. Wajid, "Effective ProjectManagement Of 3Rd Party Funding In European Union Horizon Industry 4.0Projects: Sharing Experiences From Two Use Cases", ProjMAN 22 -International Conference on Project MANagement
  7. A. Nizamis, R. A. Deshmukh, T. Vafeiadis, F. Gigante-Valencia, M. J.Núñez, A. Schneider, D. Ioannidis, D. Tzovaras, "Application of a Visualand Data Analytics Platform for Industry 4.0 enabled by theInteroperable Data Spine: A Real-world Paradigm for Anomaly Detection inthe Furniture Domain", I-ESA’22 - Interoperability for EnterpriseSystems and Applications
  8. T. Antamis, C. Medentzidis, M. Skoumperdis, T. Vafeiadis, A. Nizamis, D. Ioannidis, D. Tzovaras, "AI-supported forecasting of intermodal freighttransportation delivery time", 62nd International Scientific Conference on Information Technology and Management Science, Riga, Latvia, 2021.
  9. P. Valatsos, T. Vafeiadis, A. Nizamis, D. Ioannidis, D. Tzovaras, "Freight transportation route time prediction with ensemble learning techniques", 25th Pan-Hellenic Conference on Informatics, Volos, Greece, 2021.
  10. T. Kotsiopoulos, T. Vafeiadis, A. Apostolidis, A. Nizamis, N. Alexopoulos, D. Ioannidis, D. Tzovaras, P. Sarigiannidis, "Fault Detection on Bearings and Rotating Machines based on Vibration Sensors Data", International Conference on Progress in Informatics and Computing, Shanghai, China, 2021
  11. S. Napagao, B. Ashmore, M. Barroso, C. Barrué, C. Beecks, F. Berns, I. Bosi, S. Chala, N. Ciulli, M. Garcia-Gasulla, A. Grass, D. Ioannidis, N. Jakubiak, K. Köpke, V.Lämsä, P. Megias, A. Nizamis, C. Pastrone, R. Rossini, M. Sànchez-Marrè, L. Ziliotti, "knowlEdge Project Concept, Methodology and Innovations for Artificial Intelligence in Industry 4.0", IEEE 19th International Conference on Industrial Informatics (INDIN), Palma de Mallorca, Spain, 2021
  12. A. Alexiadis, A. Nizamis, I. Koskinas, D. Ioannidis, K. Votis, D. Tzovaras, "Applying an Intelligent Personal Agent on a Smart Home using a Novel Dialogue Generator", 2020 16th International Conference on Artificial Intelligence Applications and Innovations (AIAI'2020), June 2020.
  13. S. Terzi, A. Zacharaki, A. Nizamis, K. Votis, D. Ioannidis, D. Tzovaras, I. Stamelos, "Transforming the supply-chain management and industry logistics with blockchain smart contracts", Proceedings of the 23rd Pan-Hellenic Conference on Informatics (PCI'19), Nicosia, Cyprus, 2019, DOI: https://doi.org/10.1145/3368640.3368655
  14. T. Vafeiadis, A. Nizamis, K. Apostolou, V. Charisi, I. Metaxa, T. Mastos, D. Ioannidis, A. Papadopoulos, D. Tzovaras, "Intelligent Information Management System for Decision Support: Application in a lift manufacturer’s shop floor", International Symposium on INnovations in Intelligent SysTems and Applications (INISTA 2019) Sofia, Bulgaria, 3-5 Jul. 2019
  15. V. Rousopoulou, A. Nizamis, L. Giugliano, P. Haigh, L. Martins, D. Ioannidis, D. Tzovaras, "Data Analytics towards Predictive Maintenance for Industrial Ovens - A case study based on data analysis of various sensors data", 31st International Conference on Advanced Information Systems Engineering (CAiSE '19), Rome, Italy, 3-7 Jun. 2019, Advanced Information Systems Engineering Workshops, 2019, pages 83-94
  16. T. Vafeiadis, A. Nizamis, V. Pavlopoulos, L. Giugliano, V. Rousopoulou, D. Ioannidis, D. Tzovaras, "Data Analytics Platform for the Optimization of Waste Management Procedures", International Conference on Distributed Computing in Sensor Systems (DCOSS 2019) - International Workshop on IoT Applications and Industry 4.0 (IoTI4), Santorini, Greece, 29-31 May 2019
  17. T. Vafeiadis, D. Kalatzis, A. Nizamis, D. Ioannidis, K. Apostolou, I. N. Metaxa, V. Charisi, C. Beecks, G. Insolvibile, M. Pardid, P. Vergori, D. Tzovaras, "Data analysis and visualization framework in the manufacturing decision support system of COMPOSITION project", International Conference on Changeable, Agile, Reconfigurable and Virtual Production (CARV'18), Nantes, France, 8-10 Oct 2018.
  18. T. Vafeiadis, A. Nizamis, N. Alexopoulos, C. Ntinas, D. Ioannidis, T. Mastos, A. Papadopoulos, D. Tzovaras, "Data analytics and data modelling for predictive maintenance and automated waste management: An integrated (IoT-Industry 4.0) sensor-based solution to improve factory procedures", International Conference on Industrial Internet of Things and Smart Manufacturing (IoTsm'18), London, United Kingdom, 5-6 Sep 2018.
  19. A. Nizamis, P. Vergori, D. Ioannidis, D. Tzovaras, "Semantic Framework and Deep Learning Toolkit Collaboration for the Enhancement of the Decision Making in Agent-based Marketplaces", 5th International Conference on Mathematics and Computers in Sciences and Industry(MCSI 2018),Corfu, Greece, 25-27 Aug. 2018
  20. A. Nizamis, D. Ioannidis, N. Kaklanis, D. Tzovaras, "A Semantic Framework for Agent-based Collaborative Manufacturing Eco-systems", 16th IFAC Symposium on Information Control Problems in Manufacturing (INCOM 2018), Bergamo, Italy, 11-13 Jun. 2018.

Books Chapters

  1. R. Sofia, C. Coutinho, G. Scivoletto, G. Insolvibile, R. Deshmukh, A. Schneider, V. Damjanovic-Behrendt, F. Gigante, U. Wajid, A. Nizamis, D. Ioannidis, T. Mastos, "The EFPF Approach to Manufacturing Applications Across Edge-cloud Architectures.", In Shaping the Future of IoT with Edge Intelligence-How Edge Computing Enables the Next Generation of IoT Applications, River Publishers Series in Communications and Networking, 2023. https://www.researchgate.net/publication/373736124_The_EFPF_Approach_to_Manufacturing_Applications_Across_Edge-cloud_Architectures
  2. C. Mertens, J. Alonso, O. Lázaro, C. Palansuriya, G. Böge, A. Nizamis, V. Rousopoulou, D. Ioannidis, D. Tzovaras, R. Touma, M. Tarzán, D. Mallada, P. Figueiras, R. Costa, D. Graça, G. Garcia, B. Laibarra, A. Celaya, P. Sobonski, A. Naeem, A. Mozo, S. Vakaruk, J.E. Sierra-García, A. Pastor, A. Poulakidas, "A Framework for Big Data Sovereignty: The European Industrial Data Space (EIDS)", . In: Curry, E., Scerri, S., Tuikka, T. (eds) Data Spaces . Springer, Cham. (2022) https://doi.org/10.1007/978-3-030-98636-0_10
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