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Publications related to the project

Journal papers

Partner(s) abbreviationJournal namePaper titleAuthor(s)Link to paper (if available)
TALTECHJournal of Vibration and ControlStability analysis and energy harvesting in lumped parameter systems with internally coupled resonatorsHossein Alimohammadi, Kristina Vassiljeva, S Hassan HosseinNia, Eduard Petlenkovhttps://journals.sagepub.com/doi/full/10.1177/10775463241241161
NTNUInternational Journal of Critical Infrastructure ProtectionAn exploratory analysis of the last frontier: A systematic literature review of cybersecurity in spaceGeorgios Kavallieratos, Sokratis Katsikashttps://www.sciencedirect.com/science/article/pii/S1874548223000537
TUETransactions on Machine Learning ResearchDual Cognitive Architecture: Incorporating Biases and Multi-Memory Systems for Lifelong LearningShruthi Gowda, Bahram Zonooz, Elahe Arani
TUEKnowledge-based SystemsA revised cognitive mapping methodology for modeling and simulationG NĂĄpoles, I Grau, Y Salgueirohttps://www.sciencedirect.com/science/article/abs/pii/S0950705124007238
SINTEFApplied IntelligenceERG-AI: Enhancing Occupational Ergonomics with Uncertainty-aware ML and LLM FeedbackSen, Gonzalez, Husom, Tverdal, Tokas, TjĂžsvollhttps://link.springer.com/article/10.1007/s10489-024-05796-1
NRSData Mining and Knowledge DiscoveryMCCE: Monte Carlo sampling of valid and realistic counterfactual explanations for tabular dataRedelmeier, A., Jullum, M., Aas, K., LĂžland, A.https://doi.org/10.1007/s10618-024-01017-y
KNOWComputer Physics CommunicationsApproximating families of sharp solutions to Fisher's equation with physics-informed neural networksFranz M. Rohrhofer, Stefan Posch, Clemens GĂ¶ĂŸnitzer, Bernhard C. Geigerhttps://doi.org/10.1016/j.cpc.2024.109422
UCMNew 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-HiernauxPending
UPBApplied ScienceVehicle ego-trajectory segmentation using guidance cues.Mihalea, A., Florea, A.Mhttps://www.mdpi.com/2076-3417/14/17/7776 
UPBJournal of Manufacturing SystemsLogicLSTM: Logically-driven long short-term memory model for fault diagnosis in gearboxesEduard Hogea, Darian M. Onchiß, Ruqiang Yan, Zheng Zhou https://www.sciencedirect.com/science/article/abs/pii/S0278612524002280
TALTECHEnergy and AIIntelligent frequency control of AC microgrids with communication delay: An online tuning method subject to stabilizing parametersKomeil Nosrati, Vjatseslav Skiparev, Aleksei Tepljakov, Eduard Petlenkov, Juri Belikovhttps://www.sciencedirect.com/science/article/pii/S2666546824000879
TALTECHNonlinear DynamicsNonlinear dynamics in PEH for enhanced power output and vibration suppression in metastructuresHossein Alimohammadi, Kristina Vassiljeva, S. Hassan HosseinNia,  Eduard Petlenkovhttps://link.springer.com/article/10.1007/s11071-024-09739-w
MAGMDPIKnowledge Extraction from LLMs for Scalable Historical Data AnnotationFabio Celli, Dimitry Mingazovhttps://www.mdpi.com/2079-9292/13/24/4990
MAGCINI ConferenceProcess Mining of Public Administration OperationsFabio Celli, Dimitry Mingazovhttps://ceur-ws.org/Vol-3762/473.pdf
from Big Data
MAGCLiC-IT ConferenceHistory Repeats: Historical Phase Recognition from Short TextsFabio Celli, Valerio Basilehttps://ceur-ws.org/Vol-3878/23_main_long.pdf

Conferences/Workshops

Partner(s) abbreviationConference/Workshop nameLocationPresentation titleAuthor(s)
SINTEFIoT'23Nagoya University, JapanAutomated Behavior Labeling for IIoT DataErik Johannes Husom, Arda Goknil, Simeon Tverdal, Sagar Sen, Phu H. Nguyen
SINTEFIoT'23Nagoya University, JapanREPTILE: a Tool for Replay-driven Continual Learning in IIoTErik Johannes Husom, Sagar Sen, Arda Goknil, Simeon Tverdal, Phu H. Nguyen
BMESpeD 2023Bucharest, RomaniaNonparallel Expressive TTS for Unseen Target Speaker using Style-Controlled Adaptive Layer and Optimized Pitch EmbeddingMohammed Salah Al-Radhi, Tamås Gåbor Csapó, Géza Németh
BMESocially responsible linguistics – Applied Linguistics ConferenceBudapest,HungaryNon-Parallel Voice Conversion with Emphasis on Expressive Voice: A Style-Based ApproachMohammed Salah Al-Radhi, TamĂĄs GĂĄbor CsapĂł, GĂ©za NĂ©meth
SINTEFCAIN 2024Lisbon, PortugalEngineering Carbon Emission-aware Machine Learning PipelinesErik Johannes Husom, Sagar Sen, Arda Goknil
SINTEFSEAMS 2024Lisbon, PortugalRaft Protocol for Fault Tolerance and Self-Recovery in Federated LearningRustem Dautov, Erik Johannes Husom
BMEWI2NS2 2024Budapest,HungaryImproving speech naturalness and nuance using HiFiGAN-Hubert-Soft vocoder: A case study of the Voicebox TTS modelKulboboev Shukhrat and Mohammed Salah Al-Radhi
INESC TECIEEE MELECON 2024Data Augmented Rule-Based Expert System to Control a Hybrid Storage SystemR.J. Bessa, Francisco S. Lobo, Francisco S. Fernandes, Bernardo Silva
TALTECHCPE-POWERENG24The feasibility study of DC house connected to conventional AC distribution networksHokmabad, H. N.; Shabbir, N.; Astapov, V.; Petlenkov, E.; Husev, O.; Belikov, J. 
NTNURSCy 2024 Trustworthy AIGeorgios Spathoulas, Georgios Kavallieratos
TUEICLR 2024Vienna, AustriaConserve-Update-Revise to Cure Generalization and Robustness Trade-off in Adversarial TrainingShruthi Gowda, Elahe Arani, Bahram Zonooz
TUEXAI 2024MaltaSparseness-Optimized Feature ImportanceIsel Grau, Gonzalo Napoles
KNOWICLR 2024 Workshop on AI4DifferentialEquations In ScienceVienna, AustriaApproximating Family of Steep Traveling Wave Solutions to Fisher's Equation with PINNsFranz M. Rohrhofer, Stefan Posch, Clemens GĂ¶ĂŸnitzer, Bernhard C Geiger
IMT16th International Conference on Human System Interaction HSI 2024Paris, FranceComparison of Individualized and Group-based Machine Learning Approaches to Predict Rate of Perceived Exertion of Professional Football PlayersIwen DIOURON, Sébastien HARISPE, Abdelhak IMOUSSATEN, Maëlia DUHART, Antoine JOFFROY, Lucas TEXIER, Guilhem ESCUDIER, Gérard DRAY, Stéphane PERREY
ECoEIEEE 2024 World Congress on Computational IntelligenceYokohama, JapanExchange strategies for multi-colony ant algorithms in dynamic environmentsM. Mavrovouniotis, C. Li, D. Yazdani, D. Hadjimitsis
ECoERSCy 2024 Tree-based explainable clustering for drought severity predictions in United StatesStelios P. Neophytides, Michalis Mavrovouniotis, Marinos Eliades, Felix Bachofer, Diofantos G. Hadjimitsis
ECoERSCy 2024 Estimation of Crop Yield using Deep Learning for Precision AgricultureStelios P. Neophytides, Giorgia Guerissi, Michalis Mavrovouniotis, Marios Tzouvaras, Fabio Del Frate, Diofantos G. Hadjimitsis
POLIMIGIECS2024Bruxelles, BelgiumApproaching interoperability and data-related processing issues in a human-centric industrial scenarioDanish Abbas Syed, Walter Quadrini, Nima Rahmani Choubeh, Marta Pinzone and Sergio Gusmeroli
POLIMIISM2024Prague. CzechiaSafety-driven Electronic Components disassembly through Human-Robot Collaboration frameworkNima Rahmani Choubeh, Mostafa Zarei, Walter Quadrini, Sergio Gusmeroli, Luca Fumagalli
NTNUThe 26th International Conference on Information and Communications Security (ICICS 2024) Privacy preserving and verifiable outsourcing of AI processing for cyber-physical systemsGeorgios Spathoulas, Angeliki Katsika, and Georgios Kavallieratos
PREDICTISM2024Prague. CzechiaAutomating the labeling of industrial data: a challenge and anPhilippe Lepetit, LeĂŻla Belmerhnia, Flavien Peysson
opportunity to boost the development of Condition-Based
Monitoring in Industry 4.0
UPBEUMAS 2024Dublin, IrelandPutting Context Into Hypermedia Multi-Agent SystemsAlexandru Sorici, Adina Florea
TUECoLLAs 2024ItalyCan We Break Free from Strong Data Augmentations in Self-Supervised Learning?Shruthi Gowda, Elahe Arani, Bahram Zonooz
IMTWorkshop on Resource Efficient Deep Learning for Computer Vision, ICCVParis, Francehttps://iccv2023.thecvf.com/Z. Li, E. Tartaglione and  V. T. Nguyen 
IMTWorkshop on Resource Efficient Deep Learning for Computer Vision, ICCVParis, FranceCan Unstructured Pruning Reduce the Depth in Deep Neural Networks?Z. Liao, V. Quétu, V. T. Nguyen and E. Tartaglione
IMTProceedings of the IEEE/CVF Winter Conference on Applications of Computer VisionTowards On-device Learning on the Edge: Ways to Select Neurons to Update under a Budget ConstraintQuĂ©lennec, A., Tartaglione, E., Mozharovskyi, P., & Nguyen, V. T. 
IMTInternational Conference on Information Processing and Management of Uncertainty in Knowledge-Based SystemsLisbon, PortugalInterval Criterion-Based Evidential Set-Valued ClassificationImoussaten A., Montmain, J.. 
IMTThe 35th British Machine Vision ConferenceGlasgow, UKGuided Attention for Interpretable Motion CaptioningRadouane, K., Lagarde, J., Ranwez, S., Tchechmedjiev, A.
TUCThe 24th International Conference on Web Engineering (ICWE 2024)Tampere, FinlandTrusting Decentralized Web Data in a Solid-based Social NetworkValentin Siegert, Dirk Leichsenring, Martin Gaedke
TUECHI 2024HawaiÊ»i, USAContextualizing the “Why”: The Potential of Using Visual Map As a Novel XAI Method for Users with Low AI-literacyAnniek Jansen, François Leborgne, Qiurui Wang, Chao Zhang
TUE2024 IEEE International Conference on Evolving and Adaptive Intelligent Systems, EAIS 2024Madrid, SpainLong Short-term Cognitive Networks: An Empirical Performance Study Gonzalo NĂĄpoles, Isel Grau
UPB26th International Symposium on Symbolic and Numeric Algorithms for Scientific ComputingTimisoara, RomaniaNovel Data Adaptation Techniques for Enhanced Lung Cancer Detection in CT ScansCatalin Chiru, Mihai Nan, Mihai Trascau, Adina Magda Florea
UPB2024 IEEE 20th International Conference on Intelligent Computer Communication and ProcessingCluj-Napoca, RomaniaExplainable Cancer Segmentation through ClassificationAndrei Dugaesescu, Catalin Chiru, Mihai Nan, Mihai Trascau, Adina Magda Florea
BME26th International Conference on Speech and Computer (SPECOM)CTT: A Benchmark Dataset and Baseline for Expressive Child Speech SynthesisShaimaa Alwaisi, Mohammed Salah Al-Radhi, and GĂ©za NĂ©meth 
TUENVVC Congress Autumn 2024Papendal, the NetherlandsMachine Learning to Predict Microvascular Obstruction and Left Ventricular Dysfunction in ST-Elevation Myocardial InfarctionGregor 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
BMEAcoustics and Speech ProcessingBratislava, SlovakiaEnhancing Expressive TTS Synthesis for Multilingual Low-Resource Languages: Challenges and ApplicationsRami Kammoun, Mohamed Salah Al-Radhi, Géza Németh
NTNU9th International Conference on Computer Vision & Image ProcessingChennai, IndiaEmpowering Morphing Attack Detection using Interpretable Image-Text Foundation ModelSushrut   Patwardhan,  Raghavendra Ramachandra, Sushma Venkatesh
NRS21st Norwegian Statistical MeetingTĂžnsberg, NorwayRecent computational advances in Shapley values based prediction explanationJullum, Martin; Aas, Kjersti; Aase, Frida Svendal; LĂžland, Anders
SINTEFIoT'24Oulu, Finland, Data Quality as a Service Framework for AI-Enabled Industrial Internet of ThingsA. Goknil, P. Nguyen, E. Husom, S. Sen, S. Tverdal, F. Peysson, D. Politai, R. GonzĂĄlez
TUCTh2 25th International Conference on Web Information Systems Engineering (WISE 2024)Doha, QatarWNSWE: Web-based Network Simulator for WebSebastian Heil, Lucas Schröder, Martin Gaedke
Engineering Education
TUCConversation 2024 8th international workshop on chatbots and Human-centred AIThessaloniki, GreeceAn Analysis of Federal and Municipal Chatbots in GermanyVerena Traubinger, Sebastian Heil, Julian Grigera, Alejandra Garrido,Sonia Abhyankar,Martin Gaedke
UPB26th International Symposium on Symbolic and Numeric Algorithms for Scientific (IEEE)Timisoara, RomaniaOn applying GraphLime for trustworthy diabet predictionFlavia Costi, Darian Onchis, Codruta Istin, Adina Magda Florea and Eduard Hogea
UCMInternational Conference on Artificial Intelligence & Machine LearningOsaka, JapanGreen AI: Environmental Cost of a Time Series Prediction Contest (Accepted)Alba Alcaråz, Javier M Capilla, Alfredo Garcia-Hiernaux, Teodosio Pérez-Amaral and Ángel Valarezo
UCM33rd European regional conference of the International Telecommunications SocietyEdinburg, UKGreen AI: Environmental Cost of a Time Series Prediction Contest (Accepted)Alba Alcaråz, Javier M Capilla, Alfredo Garcia-Hiernaux, Teodosio Pérez-Amaral and Ángel Valarezo
UCM33rd European regional conference of the International Telecommunications SocietyEdinburg, UKModelling and Predicting Internet Trust: A Longitudinal Analysis with Eco-RETINA (Accepted)Ángel Valarezo-Unda, Teodosio Perez Amaral, Alfredo García-Hiernaux, Javier Capilla, Alba Alcaraz and Teresa Garín-Muñoz