Industry 4.0: Automating Gearbox Sound Anomaly Detection Using Machine Learning.

Hergys Rexha Harry Setiawan Hamjaya Motunrayo Osatohanmen Ibiyo Shihabur Rahman Samrat Sébastien Lafond Nicolas Leberruyer Puja Dhakal Hergys Rexha Industry 4.0: Automating Gearbox Sound Anomaly Detection Using Machine Learning. 1-8 2025 ETFA https://doi.org/10.1109/ETFA65518.2025.11205565 conf/etfa/2025 db/conf/etfa/etfa2025.html#HamjayaISLLDR25 streams/conf/etfa

Bashir Alam Masa Cirkovic Mete Harun Akcay Md Kaf Shahrier Sébastien Lafond Hergys Rexha Kurt K. Benke Sepinoud Azimi Janan Arslan CALF: A Conditionally Adaptive Loss Function to Mitigate Class-Imbalanced Segmentation. 2025 April abs/2504.04458 CoRR https://doi.org/10.48550/arXiv.2504.04458 db/journals/corr/corr2504.html#abs-2504-04458 streams/journals/corr

Sebastian Robitzsch Josep Ribes Andre S. Gomes Hergys Rexha Luís Cordeiro Mohamad Kenan Al-Hares Marius Corici David Gomez-Barquero Under Trial: Evolved Service-Based Architecture Platform for Mobile Telecommunication Networks. 694-700 2022 FNWF https://doi.org/10.1109/FNWF55208.2022.00127 conf/5gwf/2022 db/conf/5gwf/fnwf2022.html#RobitzschRGRCAC22 Hergys Rexha Sébastien Lafond Data Collection and Utilization Framework for Edge AI Applications. 105-108 2021 WAIN@ICSE https://doi.org/10.1109/WAIN52551.2021.00023 conf/icse-wain/2021 db/conf/icse-wain/icse-wain2021.html#RexhaL21 Ivan Porres Hergys Rexha Sébastien Lafond Online GANs for Automatic Performance Testing. 95-100 2021 ICST Workshops https://doi.org/10.1109/ICSTW52544.2021.00027 conf/icst/2021w db/conf/icst/icst2021w.html#PorresRL21

Hergys Rexha Sébastien Lafond Data Collection and Acceleration Infrastructure for FPGA-based Edge AI Applications. 2021 abs/2103.06518 CoRR https://arxiv.org/abs/2103.06518 db/journals/corr/corr2103.html#abs-2103-06518

Ivan Porres Hergys Rexha Sébastien Lafond Online GANs for Automatic Performance Testing. 2021 abs/2104.11069 CoRR https://arxiv.org/abs/2104.11069 db/journals/corr/corr2104.html#abs-2104-11069

Hergys Rexha Sébastien Lafond Giovanni Rigazzi Jani-Pekka Kainulainen Towards Very Low-Power Mobile Terminals through Optimized Computational Offloading. 1-6 2020 ICC Workshops https://doi.org/10.1109/ICCWorkshops49005.2020.9145197 conf/icc/2020w db/conf/icc/icc2020w.html#RexhaLRK20 Ivan Porres Tanwir Ahmad Hergys Rexha Sébastien Lafond Dragos Truscan Automatic exploratory performance testing using a discriminator neural network. 105-113 2020 ICST Workshops https://doi.org/10.1109/ICSTW50294.2020.00030 conf/icst/2020w db/conf/icst/icstw2020.html#PorresARLT20 Hergys Rexha Sébastien Lafond Energy Efficiency Platform Characterization for Heterogeneous Multicore Architectures. 2019 ICT4S https://ceur-ws.org/Vol-2382/ICT4S2019_paper_9.pdf conf/ict4s/2019 db/conf/ict4s/ict4s2019.html#RexhaL19 Hergys Rexha Sébastien Lafond Karol Desnos Energy-Efficient Actor Execution for SDF Application on Heterogeneous Architectures. 486-493 2018 PDP https://doi.org/10.1109/PDP2018.2018.00083 https://doi.ieeecomputersociety.org/10.1109/PDP2018.2018.00083 conf/pdp/2018 db/conf/pdp/pdp2018.html#RexhaLD18 Hergys Rexha Sébastien Lafond Exploring Energy Efficiency Model Generalization on Multicore Embedded Platforms. 494-498 2018 PDP https://doi.org/10.1109/PDP2018.2018.00084 https://doi.ieeecomputersociety.org/10.1109/PDP2018.2018.00084 conf/pdp/2018 db/conf/pdp/pdp2018.html#RexhaL18 Hergys Rexha Simon Holmbacka Sébastien Lafond Core Level Utilization for Achieving Energy Efficiency in Heterogeneous Systems. 401-407 2017 PDP https://doi.org/10.1109/PDP.2017.25 https://doi.ieeecomputersociety.org/10.1109/PDP.2017.25 conf/pdp/2017 db/conf/pdp/pdp2017.html#RexhaHL17 Hergys Rexha Betim Cico Implementing Codesign in Xilinx Virtex II Pro. 59-63 2009 BCI https://doi.org/10.1109/BCI.2009.28 https://doi.ieeecomputersociety.org/10.1109/BCI.2009.28 conf/bci/2009 db/conf/bci/bci2009.html#RexhaC09 Tanwir Ahmad Mete Harun Akcay Mohamad Kenan Al-Hares Bashir Alam Janan Arslan Sepinoud Azimi Kurt K. Benke Betim Cico Masa Cirkovic Luís Cordeiro Marius Iulian CoriciMarius Corici Karol Desnos Puja Dhakal Andre S. Gomes David Gomez-Barquero Harry Setiawan Hamjaya Simon Holmbacka Motunrayo Osatohanmen Ibiyo Jani-Pekka Kainulainen Sébastien Lafond Nicolas Leberruyer Ivan Porres Josep Ribes Giovanni Rigazzi Sebastian Robitzsch Shihabur Rahman Samrat Md Kaf Shahrier Dragos Truscan