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Κος Αλέξανδρος Νιζάμης -
Δημοσιεύσεις

Δημοσιεύσεις Σε Περιοδικά

  1. K. Nikiforidis, A. Kyrtsoglou, T. Vafeiadis, T. Kotsiopoulos, A. Nizamis, D. Ioannidis, K. Votis, D. Tzovaras, P. Sarigiannidis, "Enhancing transparency and trust in AI-powered manufacturing: A survey of explainable AI (XAI) applications in smart manufacturing in the era of industry 4.0/5.0.", ICT Express, 2024.
  2. 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, vol. 255, December 1, 2024.
  3. 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, vol. 601, July 17, 2024.
  4. 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, pp. 37-48, March 21, 2024.
  5. 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.", Artificial Intelligence in Manufacturing: Enabling Intelligent, Flexible and Cost-Effective Production Through AI, Cham, Switzerland: Springer Nature, pp. 27-41, September 28, 2023.
  6. K. Tsolaki, T. Vafeiadis, A. Nizamis, D. Ioannidis, D. Tzovaras, "Utilizing machine learning on freight transportation and logistics applications: A review.", ICT Express, 2022.
  7. 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, vol. 134, 2021. https://doi.org/10.1016/j.compind.2021.103555
  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, vol. 29, no. 1, 2021, doi: 10.3233/ICA-210669
  9. 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, vol. 300, 2021. https://doi.org/10.1016/j.jclepro.2021.126886
  10. 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.
  11. 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.

Δημοσιεύσεις Σε Συνέδρια

  1. A. Nizamis, D. Ioannidis, P. Gkonis, P. Trakadas, "Introducing an Enhanced Metadata Broker for Manufacturing Data Spaces.", in Proceedings of the 4th Eclipse Security, AI, Architecture and Modelling Conference on Data Space (eSAAM '24), New York, NY, USA, 2024, pp. 37–40.
  2. D. Dimoudis, T. Vafeiadis, A. Nizamis, E. Musiari, L. Ziliotti, D. Ioannidis, D. Tzovaras, "A Holistic Framework for Production Scheduling in Industry 4.0.", in Proceedings of the 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
  3. D. Dimoudis, T. Vafeiadis, A. Nizamis, D. Ioannidis, D. Tzovaras, "Utilizing an adaptive window rolling median methodology for time series anomaly detection.", in Proceedings of the Procedia Computer Science, vol. 217, pp. 584–593, 2023.
  4. A. Alexiadis, A. Nizamis, D. Giakoumis, K. Votis, D. Tzovaras, "A Sensor-Independent Multimodal Fusion Scheme for Human Activity Recognition.", in Proceedings of the CPRAI 2022 - 3rd International Conference on Pattern Recognition and Artificial Intelligence, Paris, France, June 2022.
  5. U. Wajid, A. Nizamis, V. Anaya, "Towards Industry 5.0 – A Trustworthy AI Framework for Digital Manufacturing with Humans in Control.", in Proceedings of the I-ESA Workshops 2022 Interoperability for Enterprise Systems and Applications Workshops, Valencia, Spain, March 2022.
  6. K. Georgiadis, A. Nizamis, T. Vafeiadis, D. Ioannidis, D. Tzovaras, "Production Scheduling Optimization enabled by Digital Cognitive Platform.", in Proceedings of the International Conference on Industry Sciences and Computer Science Innovation (iSCSi 2022), Porto, Portugal, March 2022.
  7. 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.", in Proceedings of the ProjMAN 22 -International Conference on Project MANagement, 2022.
  8. 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.", in Proceedings of the I-ESA’22 - Interoperability for EnterpriseSystems and Applications, 2022.
  9. 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.", in Proceedings of the International Conference on Progress in Informatics and Computing, Shanghai, China, 2021.
  10. P. Valatsos, T. Vafeiadis, A. Nizamis, D. Ioannidis, D. Tzovaras, "Freight transportation route time prediction with ensemble learning techniques.", in Proceedings of the 25th Pan-Hellenic Conference on Informatics, Volos, Greece, 2021.
  11. T. Antamis, C. Medentzidis, M. Skoumperdis, T. Vafeiadis, A. Nizamis, D. Ioannidis, D. Tzovaras, "AI-supported forecasting of intermodal freighttransportation delivery time.", in Proceedings of the 62nd International Scientific Conference on Information Technology and Management Science, Riga, Latvia, 2021.
  12. 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.", in Proceedings of the IEEE 19th International Conference on Industrial Informatics (INDIN), Palma de Mallorca, Spain, 2021.
  13. 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.
  14. 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
  15. 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
  16. 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
  17. 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
  18. 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.
  19. 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.
  20. 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
  21. 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.

Κεφάλαια Βιβλίων

  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 Data Spaces, E. Curry, S. Scerri, and T. Tuikka, Eds. Cham, Switzerland: Springer, 2022. https://doi.org/10.1007/978-3-030-98636-0_10