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Publications related to the project
Journal papers
| Partner(s) abbreviation | Journal name | Paper title | Author(s) | Link to paper (if available) |
| TALTECH | Journal of Vibration and Control | Stability analysis and energy harvesting in lumped parameter systems with internally coupled resonators | Hossein Alimohammadi, Kristina Vassiljeva, S Hassan HosseinNia, Eduard Petlenkov | https://journals.sagepub.com/doi/full/10.1177/10775463241241161 |
| NTNU | International Journal of Critical Infrastructure Protection | An exploratory analysis of the last frontier: A systematic literature review of cybersecurity in space | Georgios Kavallieratos, Sokratis Katsikas | https://www.sciencedirect.com/science/article/pii/S1874548223000537 |
| TUE | Transactions on Machine Learning Research | Dual Cognitive Architecture: Incorporating Biases and Multi-Memory Systems for Lifelong Learning | Shruthi Gowda, Bahram Zonooz, Elahe Arani | |
| TUE | Knowledge-based Systems | A revised cognitive mapping methodology for modeling and simulation | G NĂĄpoles, I Grau, Y Salgueiro | https://www.sciencedirect.com/science/article/abs/pii/S0950705124007238 |
| SINTEF | Applied Intelligence | ERG-AI: Enhancing Occupational Ergonomics with Uncertainty-aware ML and LLM Feedback | Sen, Gonzalez, Husom, Tverdal, Tokas, TjĂžsvoll | https://link.springer.com/article/10.1007/s10489-024-05796-1 |
| NRS | Data Mining and Knowledge Discovery | MCCE: Monte Carlo sampling of valid and realistic counterfactual explanations for tabular data | Redelmeier, A., Jullum, M., Aas, K., LĂžland, A. | https://doi.org/10.1007/s10618-024-01017-y |
| KNOW | Computer Physics Communications | Approximating families of sharp solutions to Fisher's equation with physics-informed neural networks | Franz M. Rohrhofer, Stefan Posch, Clemens GöĂnitzer, Bernhard C. Geiger | https://doi.org/10.1016/j.cpc.2024.109422 |
| UCM | New Methods of Economic Research with Big Data (Book) | Economic Prediction with State-Space Models for Big Data (Book chap. In Spanish) | Miguel Jerez & Alfredo Garcia-Hiernaux | Pending |
| UPB | Applied Science | Vehicle ego-trajectory segmentation using guidance cues. | Mihalea, A., Florea, A.M | https://www.mdpi.com/2076-3417/14/17/7776 |
| UPB | Journal of Manufacturing Systems | LogicLSTM: Logically-driven long short-term memory model for fault diagnosis in gearboxes | Eduard Hogea, Darian M. OnchiĆ, Ruqiang Yan, Zheng Zhou | https://www.sciencedirect.com/science/article/abs/pii/S0278612524002280 |
| TALTECH | Energy and AI | Intelligent frequency control of AC microgrids with communication delay: An online tuning method subject to stabilizing parameters | Komeil Nosrati, Vjatseslav Skiparev, Aleksei Tepljakov, Eduard Petlenkov, Juri Belikov | https://www.sciencedirect.com/science/article/pii/S2666546824000879 |
| TALTECH | Nonlinear Dynamics | Nonlinear dynamics in PEH for enhanced power output and vibration suppression in metastructures | Hossein Alimohammadi, Kristina Vassiljeva, S. Hassan HosseinNia, Eduard Petlenkov | https://link.springer.com/article/10.1007/s11071-024-09739-w |
| MAG | MDPI | Knowledge Extraction from LLMs for Scalable Historical Data Annotation | Fabio Celli, Dimitry Mingazov | https://www.mdpi.com/2079-9292/13/24/4990 |
| MAG | CINI Conference | Process Mining of Public Administration Operations | Fabio Celli, Dimitry Mingazov | https://ceur-ws.org/Vol-3762/473.pdf |
| from Big Data | ||||
| MAG | CLiC-IT Conference | History Repeats: Historical Phase Recognition from Short Texts | Fabio Celli, Valerio Basile | https://ceur-ws.org/Vol-3878/23_main_long.pdf |
| MAG | IRCDL 2025 | How to Compress Categorical Variables to Visualize Historical Dynamics | Fabio Celli | https://ceur-ws.org/Vol-3937/paper1.pdf |
| POLIMI | Systems | Online Review-Assisted Product Improvement Attribute Extraction and Prioritization Method for Small- and Medium-Sized Enterprises | Wang, K.; Lei, A.; Huang, Z.; Gao, Z.; Ma, Q.; Zheng, C.; Li, J.; Eynard, B.; Xiao, J. | https://doi.org/10.3390/systems13030149 |
| INESC TEC | Applied Energy | Carbon-aware dynamic tariff design for electric vehicle charging stations with explainable stochastic optimization | Carlos Silva, Ricardo Bessa | https://doi.org/10.1016/j.apenergy.2025.125674 |
| University of Bask Country, BME | Big Data and Cognitive Computing | Trustworthy AI for Whom? GenAI Detection Techniques of Trust Through Decentralized Web3 Ecosystems | Igor Calzada, Mohammed Al-Radhi, GĂ©za NĂ©meth | https://www.mdpi.com/2504-2289/9/3/62 |
| BME | Large-Scale Data Analytics, European Research Consortium for Informatics and Mathematics (ERCIM) | Breaking the Silence: Brain-to-Speech Innovations | Mohammed Salah Al-Radhi, GĂ©za NĂ©meth | https://ercim-news.ercim.eu/images/stories/EN140/EN140-web.pdf#page=36 |
| POLIMI | Computer and Industrial Engineering | Dynamic task allocations with Q-learning based particle swarm optimization for human-robot collaboration disassembly of electric vehicle battery recycling | Jinhua Xiao, Zhiwen Zhang, Sergio Terzi, Nabil Anwer, BenoĂźt Eynard | https://doi.org/10.1016/j.cie.2025.111133 |
| UPB | Neural Computing and Applications | Evaluation and Analysis of Visual Methods for CNN Explainability: A Novel Approach and Experimental Study | Andrei Dugaesescu, Adina Magda Florea | |
| TALTECH | Journal of Building Engneering | Data-driven baseline generation for post-retrofit energy saving assessment, a comparison of statistical and machine learning methods | H. Kuivjogi, S. Vasman, E. Petlenkov, M. Thalfeldt, J. Kurntski | https://doi.org/10.1016/j.jobe.2024.111016 |
Conferences/Workshops
| Partner(s) abbreviation | Conference/Workshop name | Location | Presentation title | Author(s) |
| SINTEF | IoT'23 | Nagoya University, Japan | Automated Behavior Labeling for IIoT Data | Erik Johannes Husom, Arda Goknil, Simeon Tverdal, Sagar Sen, Phu H. Nguyen |
| SINTEF | IoT'23 | Nagoya University, Japan | REPTILE: a Tool for Replay-driven Continual Learning in IIoT | Erik Johannes Husom, Sagar Sen, Arda Goknil, Simeon Tverdal, Phu H. Nguyen |
| BME | SpeD 2023 | Bucharest, Romania | Nonparallel Expressive TTS for Unseen Target Speaker using Style-Controlled Adaptive Layer and Optimized Pitch Embedding | Mohammed Salah Al-Radhi, TamĂĄs GĂĄbor CsapĂł, GĂ©za NĂ©meth |
| BME | Socially responsible linguistics â Applied Linguistics Conference | Budapest,Hungary | Non-Parallel Voice Conversion with Emphasis on Expressive Voice: A Style-Based Approach | Mohammed Salah Al-Radhi, TamĂĄs GĂĄbor CsapĂł, GĂ©za NĂ©meth |
| SINTEF | CAIN 2024 | Lisbon, Portugal | Engineering Carbon Emission-aware Machine Learning Pipelines | Erik Johannes Husom, Sagar Sen, Arda Goknil |
| SINTEF | SEAMS 2024 | Lisbon, Portugal | Raft Protocol for Fault Tolerance and Self-Recovery in Federated Learning | Rustem Dautov, Erik Johannes Husom |
| BME | WI2NS2 2024 | Budapest,Hungary | Improving speech naturalness and nuance using HiFiGAN-Hubert-Soft vocoder: A case study of the Voicebox TTS model | Kulboboev Shukhrat and Mohammed Salah Al-Radhi |
| INESC TEC | IEEE MELECON 2024 | Data Augmented Rule-Based Expert System to Control a Hybrid Storage System | R.J. Bessa, Francisco S. Lobo, Francisco S. Fernandes, Bernardo Silva | |
| TALTECH | CPE-POWERENG24 | The feasibility study of DC house connected to conventional AC distribution networks | Hokmabad, H. N.; Shabbir, N.; Astapov, V.; Petlenkov, E.; Husev, O.; Belikov, J. | |
| NTNU | RSCy 2024 | Trustworthy AI | Georgios Spathoulas, Georgios Kavallieratos | |
| TUE | ICLR 2024 | Vienna, Austria | Conserve-Update-Revise to Cure Generalization and Robustness Trade-off in Adversarial Training | Shruthi Gowda, Elahe Arani, Bahram Zonooz |
| TUE | XAI 2024 | Malta | Sparseness-Optimized Feature Importance | Isel Grau, Gonzalo Napoles |
| KNOW | ICLR 2024 Workshop on AI4DifferentialEquations In Science | Vienna, Austria | Approximating Family of Steep Traveling Wave Solutions to Fisher's Equation with PINNs | Franz M. Rohrhofer, Stefan Posch, Clemens GöĂnitzer, Bernhard C Geiger |
| IMT | 16th International Conference on Human System Interaction HSI 2024 | Paris, France | Comparison of Individualized and Group-based Machine Learning Approaches to Predict Rate of Perceived Exertion of Professional Football Players | Iwen DIOURON, Sébastien HARISPE, Abdelhak IMOUSSATEN, Maëlia DUHART, Antoine JOFFROY, Lucas TEXIER, Guilhem ESCUDIER, Gérard DRAY, Stéphane PERREY |
| ECoE | IEEE 2024 World Congress on Computational Intelligence | Yokohama, Japan | Exchange strategies for multi-colony ant algorithms in dynamic environments | M. Mavrovouniotis, C. Li, D. Yazdani, D. Hadjimitsis |
| ECoE | RSCy 2024 | Tree-based explainable clustering for drought severity predictions in United States | Stelios P. Neophytides, Michalis Mavrovouniotis, Marinos Eliades, Felix Bachofer, Diofantos G. Hadjimitsis | |
| ECoE | RSCy 2024 | Estimation of Crop Yield using Deep Learning for Precision Agriculture | Stelios P. Neophytides, Giorgia Guerissi, Michalis Mavrovouniotis, Marios Tzouvaras, Fabio Del Frate, Diofantos G. Hadjimitsis | |
| POLIMI | GIECS2024 | Bruxelles, Belgium | Approaching interoperability and data-related processing issues in a human-centric industrial scenario | Danish Abbas Syed, Walter Quadrini, Nima Rahmani Choubeh, Marta Pinzone and Sergio Gusmeroli |
| POLIMI | ISM2024 | Prague. Czechia | Safety-driven Electronic Components disassembly through Human-Robot Collaboration framework | Nima Rahmani Choubeh, Mostafa Zarei, Walter Quadrini, Sergio Gusmeroli, Luca Fumagalli |
| NTNU | The 26th International Conference on Information and Communications Security (ICICS 2024) | Privacy preserving and verifiable outsourcing of AI processing for cyber-physical systems | Georgios Spathoulas, Angeliki Katsika, and Georgios Kavallieratos | |
| PREDICT | ISM2024 | Prague. Czechia | Automating the labeling of industrial data: a challenge and an | Philippe Lepetit, LeĂŻla Belmerhnia, Flavien Peysson |
| opportunity to boost the development of Condition-Based | ||||
| Monitoring in Industry 4.0 | ||||
| UPB | EUMAS 2024 | Dublin, Ireland | Putting Context Into Hypermedia Multi-Agent Systems | Alexandru Sorici, Adina Florea |
| TUE | CoLLAs 2024 | Italy | Can We Break Free from Strong Data Augmentations in Self-Supervised Learning? | Shruthi Gowda, Elahe Arani, Bahram Zonooz |
| IMT | Workshop on Resource Efficient Deep Learning for Computer Vision, ICCV | Paris, France | https://iccv2023.thecvf.com/ | Z. Li, E. Tartaglione and V. T. Nguyen |
| IMT | Workshop on Resource Efficient Deep Learning for Computer Vision, ICCV | Paris, France | Can Unstructured Pruning Reduce the Depth in Deep Neural Networks? | Z. Liao, V. Quétu, V. T. Nguyen and E. Tartaglione |
| IMT | Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision | Towards On-device Learning on the Edge: Ways to Select Neurons to Update under a Budget Constraint | Quélennec, A., Tartaglione, E., Mozharovskyi, P., & Nguyen, V. T. | |
| IMT | International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems | Lisbon, Portugal | Interval Criterion-Based Evidential Set-Valued Classification | Imoussaten A., Montmain, J.. |
| IMT | The 35th British Machine Vision Conference | Glasgow, UK | Guided Attention for Interpretable Motion Captioning | Radouane, K., Lagarde, J., Ranwez, S., Tchechmedjiev, A. |
| TUC | The 24th International Conference on Web Engineering (ICWE 2024) | Tampere, Finland | Trusting Decentralized Web Data in a Solid-based Social Network | Valentin Siegert, Dirk Leichsenring, Martin Gaedke |
| TUE | CHI 2024 | HawaiÊ»i, USA | Contextualizing the âWhyâ: The Potential of Using Visual Map As a Novel XAI Method for Users with Low AI-literacy | Anniek Jansen, François Leborgne, Qiurui Wang, Chao Zhang |
| TUE | 2024 IEEE International Conference on Evolving and Adaptive Intelligent Systems, EAIS 2024 | Madrid, Spain | Long Short-term Cognitive Networks: An Empirical Performance Study | Gonzalo NĂĄpoles, Isel Grau |
| UPB | 26th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing | Timisoara, Romania | Novel Data Adaptation Techniques for Enhanced Lung Cancer Detection in CT Scans | Catalin Chiru, Mihai Nan, Mihai Trascau, Adina Magda Florea |
| UPB | 2024 IEEE 20th International Conference on Intelligent Computer Communication and Processing | Cluj-Napoca, Romania | Explainable Cancer Segmentation through Classification | Andrei Dugaesescu, Catalin Chiru, Mihai Nan, Mihai Trascau, Adina Magda Florea |
| BME | 26th International Conference on Speech and Computer (SPECOM) | CTT: A Benchmark Dataset and Baseline for Expressive Child Speech Synthesis | Shaimaa Alwaisi, Mohammed Salah Al-Radhi, and GĂ©za NĂ©meth | |
| TUE | NVVC Congress Autumn 2024 | Papendal, the Netherlands | Machine Learning to Predict Microvascular Obstruction and Left Ventricular Dysfunction in ST-Elevation Myocardial Infarction | Gregor Baer, Isel Grau, Chao Zhang, Pieter Van Gorp, Inge F. Wijnbergen, J.M. van Dantzig, B.R.G. (Guus) Brueren, Harrie C.M. van den Bosch, Pieter Jan Vlaar, W.A.L. (Pim) Tonino, Koen Teeuwen, Annemiek de Vos, Marcel van 't Veer, Colin Berry, Wikke Setz-Pels, Nico H.J. Pijls, Mohamed El Farissi, Luuk C. Otterspoor |
| BME | Acoustics and Speech Processing | Bratislava, Slovakia | Enhancing Expressive TTS Synthesis for Multilingual Low-Resource Languages: Challenges and Applications | Rami Kammoun, Mohamed Salah Al-Radhi, GĂ©za NĂ©meth |
| NTNU | 9th International Conference on Computer Vision & Image Processing | Chennai, India | Empowering Morphing Attack Detection using Interpretable Image-Text Foundation Model | Sushrut Patwardhan, Raghavendra Ramachandra, Sushma Venkatesh |
| NRS | 21st Norwegian Statistical Meeting | TĂžnsberg, Norway | Recent computational advances in Shapley values based prediction explanation | Jullum, Martin; Aas, Kjersti; Aase, Frida Svendal; LĂžland, Anders |
| SINTEF | IoT'24 | Oulu, Finland, | Data Quality as a Service Framework for AI-Enabled Industrial Internet of Things | A. Goknil, P. Nguyen, E. Husom, S. Sen, S. Tverdal, F. Peysson, D. Politai, R. GonzĂĄlez |
| TUC | Th2 25th International Conference on Web Information Systems Engineering (WISE 2024) | Doha, Qatar | WNSWE: Web-based Network Simulator for Web | Sebastian Heil, Lucas Schröder, Martin Gaedke |
| Engineering Education | ||||
| TUC | Conversation 2024 8th international workshop on chatbots and Human-centred AI | Thessaloniki, Greece | An Analysis of Federal and Municipal Chatbots in Germany | Verena Traubinger, Sebastian Heil, Julian Grigera, Alejandra Garrido,Sonia Abhyankar,Martin Gaedke |
| UPB | 26th International Symposium on Symbolic and Numeric Algorithms for Scientific (IEEE) | Timisoara, Romania | On applying GraphLime for trustworthy diabet prediction | Flavia Costi, Darian Onchis, Codruta Istin, Adina Magda Florea and Eduard Hogea |
| UCM | International Conference on Artificial Intelligence & Machine Learning | Osaka, Japan | Green AI: Environmental Cost of a Time Series Prediction Contest (Accepted) | Alba AlcarĂĄz, Javier M Capilla, Alfredo Garcia-Hiernaux, Teodosio PĂ©rez-Amaral and Ăngel Valarezo |
| UCM | 33rd European regional conference of the International Telecommunications Society | Edinburg, UK | Green AI: Environmental Cost of a Time Series Prediction Contest (Accepted) | Alba AlcarĂĄz, Javier M Capilla, Alfredo Garcia-Hiernaux, Teodosio PĂ©rez-Amaral and Ăngel Valarezo |
| UCM | 33rd European regional conference of the International Telecommunications Society | Edinburg, UK | Modelling and Predicting Internet Trust: A Longitudinal Analysis with Eco-RETINA (Accepted) | Ăngel Valarezo-Unda, Teodosio Perez Amaral, Alfredo GarcĂa-Hiernaux, Javier Capilla, Alba Alcaraz and Teresa GarĂn-Muñoz |
| BME | 3rd Workshop on Intelligent Infocommunication Networks, Systems and Services | Budapest,Hungary | Optimizing Cardiac MRI Segmentation: An Ensemble Approach with U-Net Variants | Botond BĂĄrdos-DeĂĄk, AdriĂĄn Tibor Bodai, Mohammed Salah Al-Radhi |
| BME | 3rd Workshop on Intelligent Infocommunication Networks, Systems and Services | Budapest,Hungary | Architectural Enhancements and Feature Optimization of AutoVocoder for High-Quality Speech Synthesis | Riad Larbi, Mohammed Salah Al-Radhi |
| BME | 3rd Workshop on Intelligent Infocommunication Networks, Systems and Services | Budapest,Hungary | A Hybrid Algorithm for Robust Pitch Estimation in Emotional Speech Synthesis | Zineb Hammadi, Mohammed Salah Al-Radhi |
| NTNU | Winter Conference on Applications of Computer Vision (WACV) Workshops | Tucson. Arizona | Interpreting Face Recognition Templates using Natural Language Descriptions | Anastasija Manojlovska, Raghavendra Ramachandra, Georgios Spathoulas, Vitomir Ć truc, Klemen Grm; |