ENFIELD: European Lighthouse to Manifest Trustworthy and Green AI

Intelligent frequency control of AC microgrids with communication delay: An online tuning method subject to stabilizing parameters

Autori: Komeil Nosrati, Vjatseslav Skiparev, Aleksei Tepljakov, Eduard Petlenkov, Juri Belikov
Pubblicato in: Energy and AI, Numero 18, 2024, ISSN 2666-5468
Editore: Elsevier BV
DOI: 10.1016/J.EGYAI.2024.100421

Trustworthy AI for Whom? GenAI Detection Techniques of Trust Through Decentralized Web3 Ecosystems

Autori: Igor Calzada, Géza Németh, Mohammed Salah Al-Radhi
Pubblicato in: Big Data and Cognitive Computing, Numero 9, 2025, ISSN 2504-2289
Editore: MDPI AG
DOI: 10.3390/BDCC9030062

An exploratory analysis of the last frontier: A systematic literature review of cybersecurity in space

Autori: Georgios Kavallieratos, Sokratis Katsikas
Pubblicato in: International Journal of Critical Infrastructure Protection, Numero 43, 2023, ISSN 1874-5482
Editore: Elsevier BV
DOI: 10.1016/J.IJCIP.2023.100640

A revised cognitive mapping methodology for modeling and simulation

Autori: Gonzalo Nápoles, Isel Grau, Yamisleydi Salgueiro
Pubblicato in: Knowledge-Based Systems, Numero 299, 2024, ISSN 0950-7051
Editore: Elsevier BV
DOI: 10.1016/j.knosys.2024.112089

Stability analysis and energy harvesting in lumped parameter systems with internally coupled resonators

Autori: Hossein Alimohammadi, Kristina Vassiljeva, S Hassan HosseinNia, Eduard Petlenkov
Pubblicato in: Journal of Vibration and Control, Numero 31, 2025, ISSN 1077-5463
Editore: SAGE Publications
DOI: 10.1177/10775463241241161

Data-driven baseline generation for post-retrofit energy saving assessment, a comparison of statistical and machine learning methods

Autori: Helena Kuivjõgi, Sofia Vasman, Eduard Petlenkov, Martin Thalfeldt, Jarek Kurnitski
Pubblicato in: Journal of Building Engineering, Numero 98, 2024, ISSN 2352-7102
Editore: Elsevier
DOI: 10.1016/J.JOBE.2024.111016

Carbon-aware dynamic tariff design for electric vehicle charging stations with explainable stochastic optimization

Autori: Carlos A.M. Silva, Ricardo J. Bessa
Pubblicato in: Applied Energy, Numero 389, 2025, ISSN 0306-2619
Editore: Elsevier BV
DOI: 10.1016/J.APENERGY.2025.125674

Improved water resources management for smart farming: a case study for Cyprus

Autori: Stelios P. Neophytides, Marinos Eliades, Michalis Mavrovouniotis, Christiana Papoutsa, George Papadavid, Diofantos G. Hadjimitsis
Pubblicato in: Scientific Reports, Numero 14, 2024, ISSN 2045-2322
Editore: Springer Science and Business Media LLC
DOI: 10.1038/S41598-024-82797-7

A revised cognitive mapping methodology for modeling and simulation

Autori: Gonzalo Nápoles, Isel Grau, Yamisleydi Salgueiro
Pubblicato in: Knowledge-Based Systems, Numero 299, 2024, ISSN 0950-7051
Editore: Elsevier BV
DOI: 10.1016/J.KNOSYS.2024.112089

Online Review-Assisted Product Improvement Attribute Extraction and Prioritization Method for Small- and Medium-Sized Enterprises

Autori: Keqin Wang, Angqi Lei, Zhihong Huang, Zhijiao Gao, Qingyu Ma, Chen Zheng, Jing Li, Benoît Eynard, Jinhua Xiao
Pubblicato in: Systems, Numero 13, 2025, ISSN 2079-8954
Editore: MDPI AG
DOI: 10.3390/SYSTEMS13030149

Online Review-Assisted Product Improvement Attribute Extraction and Prioritization Method for Small- and Medium-Sized Enterprises

Autori: Keqin Wang, Angqi Lei, Zhihong Huang, Zhijiao Gao, Qingyu Ma, Chen Zheng, Jing Li, Benoît Eynard, Jinhua Xiao
Pubblicato in: Systems, Numero 13, 2025, ISSN 2079-8954
Editore: MDPI AG
DOI: 10.3390/SYSTEMS13030149

Intelligent frequency control of AC microgrids with communication delay: An online tuning method subject to stabilizing parameters

Autori: Komeil Nosrati, Vjatseslav Skiparev, Aleksei Tepljakov, Eduard Petlenkov, Juri Belikov
Pubblicato in: Energy and AI, Numero 18, 2024, ISSN 2666-5468
Editore: Elsevier BV
DOI: 10.1016/J.EGYAI.2024.100421

shapr: An R-package for explaining machine learning models with dependence-aware Shapley values

Autori: Nikolai Sellereite, Martin Jullum
Pubblicato in: Journal of Open Source Software, Numero 5, 2025, ISSN 2475-9066
Editore: The Open Journal
DOI: 10.21105/JOSS.02027

Stability analysis and energy harvesting in lumped parameter systems with internally coupled resonators

Autori: Hossein Alimohammadi, Kristina Vassiljeva, S Hassan HosseinNia, Eduard Petlenkov
Pubblicato in: Journal of Vibration and Control, Numero 31, 2024, ISSN 1077-5463
Editore: SAGE Publications
DOI: 10.1177/10775463241241161

Architectural Enhancements and Feature Optimization of AutoVocoder for High-Quality Speech Synthesis

Autori: Riad Larbi, Mohammed Salah Al-Radhi
Pubblicato in: 3rd Workshop on Intelligent Infocommunication Networks, Systems and Services, 2025
Editore: Budapest University of Technology and Economics
DOI: 10.3311/WINS2025-005

Effects of Sinusoidal Model on Non-Parallel Voice Conversion with Adversarial Learning

Autori: Mohammed Salah Al-Radhi, Tamás Gábor Csapó, Géza Németh
Pubblicato in: Applied Sciences, Numero 11, 2024, ISSN 2076-3417
Editore: MDPI AG
DOI: 10.3390/APP11167489

Optimizing Cardiac MRI Segmentation: An Ensemble Approach with U-Net Variants

Autori: Botond Bárdos-Deák, Adrián Tibor Bodai, Mohammed Salah Al-Radhi
Pubblicato in: 3rd Workshop on Intelligent Infocommunication Networks, Systems and Services, 2025
Editore: Budapest University of Technology and Economics
DOI: 10.3311/WINS2025-012

Approximating Family of Steep Traveling Wave Solutions to Fisher's Equation with PINNs

Autori: Franz M. Rohrhofer, Stefan Posch, Clemens Gößnitzer, Bernhard C Geiger
Pubblicato in: 2024
Editore: ICLR 2024 Workshop on AI4DifferentialEquations In Science

Safety-driven Electronic Components disassembly through Human-Robot Collaboration framework

Autori: Nima Rahmani Choubeh, Mostafa Zarei, Walter Quadrini, Sergio Gusmeroli, Luca Fumagalli
Pubblicato in: 2024
Editore: https://www.msc-les.org/ism2024/

Automated Behavior Labeling for IIoT Data

Autori: Erik Johannes Husom, Arda Goknil, Simeon Tverdal, Sagar Sen, Phu H. Nguyen
Pubblicato in: 2023
Editore: IOT'23

Mining bias-target Alignment from Voronoi Cells

Autori: Rémi Nahon, Van-Tam Nguyen, Enzo Tartaglione
Pubblicato in: 2023
Editore: Workshop on Resource Efficient Deep Learning for Computer Vision, ICCV

Approaching interoperability and data-related processing issues in a human-centric industrial scenario

Autori: Danish Abbas Syed, Walter Quadrini, Nima Rahmani Choubeh, Marta Pinzone and Sergio Gusmeroli
Pubblicato in: 2024
Editore: https://giecs.eu/
DOI: 10.1007/978-3-031-78572-6_2

Putting Context Into Hypermedia Multi-Agent Systems

Autori: Alexandru Sorici, Adina Florea
Pubblicato in: 2024
Editore: EUMAS 2024

Tree-based explainable clustering for drought severity predictions in United States

Autori: Stelios P. Neophytides, Michalis Mavrovouniotis, Marinos Eliades, Felix Bachofer, Diofantos G. Hadjimitsis
Pubblicato in: 2024
Editore: RSCy 2024

On Applying GraphLime for Trustworthy Diabet Prediction

Autori: Flavia Costi, Darian Onchis, Codruta Istin, Adina Magda Florea, Eduard Hogea
Pubblicato in: 2024 26th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC), 2024
Editore: IEEE
DOI: 10.1109/SYNASC65383.2024.00042

Nonparallel Expressive TTS for Unseen Target Speaker using Style-Controlled Adaptive Layer and Optimized Pitch Embedding

Autori: Mohammed Salah Al-Radhi, Tamás Gábor Csapó, Géza Németh
Pubblicato in: 2023
Editore: SpeD 2023

Interval Criterion-Based Evidential Set-Valued Classification

Autori: Imoussaten A., Montmain, J..
Pubblicato in: 2024
Editore: https://ipmu2024.inesc-id.pt/

Raft Protocol for Fault Tolerance and Self-Recovery in Federated Learning

Autori: Rustem Dautov, Erik Johannes Husom
Pubblicato in: 2024
Editore: SEAMS 2024

Machine Learning to Predict Microvascular Obstruction and Left Ventricular Dysfunction in ST-Elevation Myocardial Infarction

Autori: 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-
Pubblicato in: 2024
Editore: https://www.4pulse.nl/Congressen/homepage

Challenges, benefits, and open questions in Data-Driven Commercial Building Cooling Optimization

Autori: Ivan Sukhanov, Anna Volkova, Ahmet Kose, Allan Hani, Eduard Petlenkov
Pubblicato in: E3S Web of Conferences, Numero 562, 2024, ISSN 2267-1242
Editore: EDP Sciences
DOI: 10.1051/E3SCONF/202456206003

Estimation of Crop Yield using Deep Learning for Precision Agriculture

Autori: Stelios P. Neophytides, Giorgia Guerissi, Michalis Mavrovouniotis, Marios Tzouvaras, Fabio Del Frate, Diofantos G. Hadjimitsis
Pubblicato in: 2024
Editore: https://rscy2024.cyprusremotesensing.com/
DOI: 10.1117/12.3037319.FULL

Tree-based explainable clustering for drought severity predictions in United States

Autori: Stelios P. Neophytides, Michalis Mavrovouniotis, Marinos Eliades, Felix Bachofer, Diofantos G. Hadjimitsis
Pubblicato in: 2024
Editore: https://rscy2024.cyprusremotesensing.com/
DOI: 10.1117/12.3037320

An Analysis of Federal and Municipal Chatbots in Germany An Analysis of Federal and Municipal Chatbots in Germany

Autori: Verena Traubinger, Sebastian Heil, Julian Grigera, Alejandra Garrido,Sonia Abhyankar,Martin Gaedke
Pubblicato in: 2024
Editore: CONVERSATIONS 2024 8th International Workshop on Chatbots and Human-centred AI
DOI: 10.13140/RG.2.2.13859.36641

Guided Attention for Interpretable Motion Captioning

Autori: Radouane, K., Lagarde, J., Ranwez, S., Tchechmedjiev, A.
Pubblicato in: 2024
Editore: The 35th British Machine Vision Conference

REPTILE: a Tool for Replay-driven Continual Learning in IIoT

Autori: Erik Johannes Husom, Sagar Sen, Arda Goknil, Simeon Tverdal, Phu H. Nguyen
Pubblicato in: Proceedings of the International Conference on the Internet of Things, 2024
Editore: ACM
DOI: 10.1145/3627050.3630739

Data Quality as a Service Framework for AI-Enabled Industrial Internet of Things

Autori: Arda Goknil, Phu Nguyen, Erik Johannes Husom, Sagar Sen, Simeon Tverdal, Flavien Peysson, Dimitra Politaki, Roberto González-Velázquez
Pubblicato in: Proceedings of the 14th International Conference on the Internet of Things, 2025
Editore: ACM
DOI: 10.1145/3703790.3703794

Enhancing Expressive TTS Synthesis for Multilingual Low-Resource Languages: Challenges and Applications

Autori: Rami Kammoun, Mohamed Salah Al-Radhi, Géza Németh
Pubblicato in: 2024
Editore: https://www.ui.sav.sk/w/en/acoustics-and-speech-processing/

Novel Data Adaptation Techniques for Enhanced Lung Cancer Detection in CT Scans

Autori: Catalin Chiru, Mihai Nan, Mihai Trascau, Adina Magda Florea
Pubblicato in: 2024
Editore: 26th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing

Comparison of Individualized and Group-based Machine Learning Approaches to Predict Rate of Perceived Exertion of Professional Football Players

Autori: Iwen DIOURON, Sébastien HARISPE, Abdelhak IMOUSSATEN, Maëlia DUHART, Antoine JOFFROY, Lucas TEXIER, Guilhem ESCUDIER, Gérard DRAY, Stéphane PERREY
Pubblicato in: 2024
Editore: 16th International Conference on Human System Interaction HSI 2024

Exchange strategies for multi-colony ant algorithms in dynamic environments

Autori: M. Mavrovouniotis, C. Li, D. Yazdani, D. Hadjimitsis
Pubblicato in: 2024, ISBN 979-8-3503-0836-5
Editore: https://2024.ieeewcci.org/

Demand Side Management for Commercial Buildings: Multiple Heating Systems Based Optimization in Real-Time

Autori: Köse, Ahmet; Sukhanov, Ivan; Belikov, Juri; Tepljakov, Aleksei; Petlenkov, Eduard
Pubblicato in: 2024 IEEE International Conference on Engineering, Technology, and Innovation, 2024
Editore: IEEE
DOI: 10.1109/ICE/ITMC61926.2024.10794302

Conserve-Update-Revise to Cure Generalization and Robustness Trade-off in Adversarial Training

Autori: Shruthi Gowda, Bahram Zonooz, Elahe Arani
Pubblicato in: 2024
Editore: ICLR 2024

Towards On-device Learning on the Edge: Ways to Select Neurons to Update under a Budget Constraint

Autori: Quélennec, A., Tartaglione, E., Mozharovskyi, P., & Nguyen, V. T.
Pubblicato in: 2024
Editore: Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision

Explainable Cancer Segmentation through Classification

Autori: Andrei Dugaesescu, Catalin Chiru, Mihai Nan, Mihai Trascau, Adina Magda Florea
Pubblicato in: 2024
Editore: 2024 IEEE 20th International Conference on Intelligent Computer Communication and Processing

Long Short-term Cognitive Networks: An Empirical Performance Study

Autori: Gonzalo Nápoles, Isel Grau
Pubblicato in: 2024
Editore: 2024 IEEE International Conference on Evolving and Adaptive Intelligent Systems, EAIS 2024

Contextualizing the “Why”: The Potential of Using Visual Map As a Novel XAI Method for Users with Low AI-literacy

Autori: Anniek Jansen, François Leborgne, Qiurui Wang, Chao Zhang
Pubblicato in: Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 2024
Editore: ACM
DOI: 10.1145/3613905.3650812

CTT: A Benchmark Dataset and Baseline for Expressive Child Speech Synthesis

Autori: Shaimaa Alwaisi, Mohammed Salah Al-Radhi, and Géza Németh
Pubblicato in: 2024, ISSN 1611-3349
Editore: 26th International Conference on Speech and Computer (SPECOM)

Exchange strategies for multi-colony ant algorithms in dynamic environments

Autori: M. Mavrovouniotis, C. Li, D. Yazdani, D. Hadjimitsis
Pubblicato in: 2024
Editore: IEEE 2024 World Congress on Computational Intelligence

Practical Demand Side Management and Demand Response in Large Scale Buildings with Multiple Case Studies

Autori: Ahmet Köse, Ivan Sukhanov, Mikk Maivel, Aleksei Tepljakov, Hossein Nourollahi Hokmabad, Eduard Petlenkov
Pubblicato in: 2024 20th International Conference on the European Energy Market (EEM), 2024
Editore: IEEE
DOI: 10.1109/EEM60825.2024.10608965

Data Augmented Rule-based Expert System to Control a Hybrid Storage System

Autori: Ricardo, J. Bessa; Francisco, Sousa Lobo; Francisco, Sousa Fernandes; Bernardo, Silva
Pubblicato in: 2024 IEEE 22nd Mediterranean Electrotechnical Conference (MELECON), 2024
Editore: IEEE
DOI: 10.5281/ZENODO.12753056

Privacy preserving and verifiable outsourcing of AI processing for cyber-physical systems

Autori: Georgios Spathoulas, Angeliki Katsika, and Georgios Kavallieratos
Pubblicato in: 2024
Editore: The 26th International Conference on Information and Communications Security (ICICS 2024)

Sparseness-Optimized Feature Importance

Autori: Isel Grau, Gonzalo Nápoles
Pubblicato in: Communications in Computer and Information Science, Explainable Artificial Intelligence, 2024
Editore: Springer Nature Switzerland
DOI: 10.1007/978-3-031-63797-1_20

Safety-driven Electronic Components disassembly through Human-Robot Collaboration framework

Autori: Rahmani Choubeh, Nima; Zarei, Mostafa; Quadrini, Walter; FUMAGALLI, LUCA; Gusmeroli, Sergio
Pubblicato in: Procedia Computer Science, Numero 253, 2025, ISSN 1877-0509
Editore: Elsevier
DOI: 10.1016/J.PROCS.2025.01.172

WNSWE: Web-Based Network Simulator for Web Engineering Education

Autori: Sebastian Heil, Lucas Schröder, Martin Gaedke
Pubblicato in: Lecture Notes in Computer Science, Web Information Systems Engineering – WISE 2024, 2024
Editore: Springer Nature Singapore
DOI: 10.1007/978-981-96-0576-7_36

Data Augmented Rule-Based Expert System to Control a Hybrid Storage System

Autori: R.J. Bessa, Francisco S. Lobo, Francisco S. Fernandes, Bernardo Silva
Pubblicato in: 2024, ISSN 2156-8547
Editore: IEEE MELECON 2024

Automating the labeling of industrial data: a challenge and an opportunity to boost the development of Condition-Based Monitoring in Industry 4.0

Autori: Philippe Lepetit, Leïla Belmerhnia, Flavien Peysson
Pubblicato in: Procedia Computer Science, Numero 253, 2024, ISSN 1877-0509
Editore: Elsevier BV, https://www.msc-les.org/ism2024/
DOI: 10.1016/J.PROCS.2025.01.230

Recent computational advances in Shapley values based prediction explanation

Autori: Jullum, Martin; Aas, Kjersti; Aase, Frida Svendal; Løland, Anders
Pubblicato in: 2024
Editore: 21st Norwegian Statistical Meeting

Engineering Carbon Emission-aware Machine Learning Pipelines

Autori: Erik Johannes Husom, Sagar Sen, Arda Goknil
Pubblicato in: Proceedings of the IEEE/ACM 3rd International Conference on AI Engineering - Software Engineering for AI, 2024
Editore: ACM
DOI: 10.1145/3644815.3644943

Trusting Decentralized Web Data in a Solid-Based Social Network

Autori: Valentin Siegert, Dirk Leichsenring, Martin Gaedke
Pubblicato in: Lecture Notes in Computer Science, Web Engineering, 2024
Editore: The 24th International Conference on Web Engineering (ICWE 2024)
DOI: 10.1007/978-3-031-62362-2_16

The Feasibility Study of DC House Connected to the Conventional AC Distribution Network

Autori: Hokmabad, Hossein Nourollahi; Shabir, Noman; Astapov, Victor; Petlenkov, Eduard; Husev, Oleksandr; Belikov, Juri
Pubblicato in: 2024 IEEE 18th International Conference on Compatibility, Power Electronics and Power Engineering, 2024
Editore: IEEE
DOI: 10.1109/CPE-POWERENG60842.2024.10604419

Can Unstructured Pruning Reduce the Depth in Deep Neural Networks?

Autori: Z. Liao, V. Quétu, V. T. Nguyen and E. Tartaglione
Pubblicato in: 2023
Editore: Workshop on Resource Efficient Deep Learning for Computer Vision, ICCV

UDAVA: Unsupervised learning for historical data validation

Autori: SINTEF
Pubblicato in: 2023

mcceR: onte Carlo sampling of valid and realistic counterfactual explanations for tabular data

Autori: NRS
Pubblicato in: 2025
Editore: NRS

llm-inference-energy-consumption

Autori: SINTEF
Pubblicato in: 2024
Editore: SINTEF

Approaching Interoperability and Data-Related Processing Issues in a Human-Centric Industrial Scenario

Autori: Syed, Danish Abbas; Quadrini, Walter; Rahmani Choubeh, Nima; PINZONE, MARTA; Gusmeroli, Sergio
Pubblicato in: Communications in Computer and Information Science, Numero 2328, 2025, ISSN 1865-0937
Editore: Springer, Cham
DOI: 10.1007/978-3-031-78572-6_2

Economic Prediction with State-Space Models for Big Data (Book chap. In Spanish)

Autori: Miguel Jerez & Alfredo Garcia-Hiernaux
Pubblicato in: 2025
Editore: www.fundacionareces.es

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