Evaluation of Drift Detection Algorithms in the Condition Monitoring Domain.

Maximilian Götzinger Maximilian Gotzinger

Alireza Estaji Maximilian Götzinger Benedikt Tutzer Stefan Kollmann Thilo Sauter Axel Jantsch Evaluation of Drift Detection Algorithms in the Condition Monitoring Domain. 317-326 2025 January 21 IEEE Trans. Ind. Informatics 1 https://doi.org/10.1109/TII.2024.3452208 db/journals/tii/tii21.html#EstajiGTKSJ25 streams/journals/tii

David Breuss Karel Rusý Maximilian Götzinger Axel Jantsch Generation of Synthetic Image Anomalies for Analysis. 13-27 2024 ISPR (1) https://doi.org/10.1007/978-3-031-82150-9_2 conf/ispr/2024-1 db/conf/ispr/ispr2024-1.html#BreussRGJ24 Matthias Wess Dominik Dallinger Daniel Schnöll Matthias Bittner Maximilian Götzinger Axel Jantsch Energy Profiling of DNN Accelerators. 53-60 2023 DSD https://doi.org/10.1109/DSD60849.2023.00018 conf/dsd/2023 db/conf/dsd/dsd2023.html#WessDSBGJ23 David Breuss Maximilian Götzinger Jenny Vuong Clemens Reisner Axel Jantsch VADAR: A Vision-based Anomaly Detection Algorithm for Railroads. 130-137 2023 DSD https://doi.org/10.1109/DSD60849.2023.00028 conf/dsd/2023 db/conf/dsd/dsd2023.html#BreussGVRJ23 Daniel Schnöll Matthias Wess Matthias Bittner Maximilian Götzinger Axel Jantsch Fast, Quantization Aware DNN Training for Efficient HW Implementation. 700-707 2023 DSD https://doi.org/10.1109/DSD60849.2023.00100 conf/dsd/2023 db/conf/dsd/dsd2023.html#SchnollWBGJ23

Maximilian Götzinger Arman Anzanpour Iman Azimi Nima TaheriNejad Axel Jantsch Amir M. Rahmani Pasi Liljeberg Confidence-Enhanced Early Warning Score Based on Fuzzy Logic. 691-708 2022 27 Mob. Networks Appl. 2 https://doi.org/10.1007/s11036-019-01324-5 https://www.wikidata.org/entity/Q127314915 db/journals/monet/monet27.html#GotzingerAATJRL22

Daniel Hauer Maximilian Götzinger Axel Jantsch Florian Kintzler Context Aware Monitoring for Smart Grids. 1-6 2021 ISIE https://doi.org/10.1109/ISIE45552.2021.9576488 conf/isie/2021 db/conf/isie/isie2021.html#HauerGJK21

Maximilian Götzinger Dávid Juhász Nima Taherinejad Edwin Willegger Benedikt Tutzer Pasi Liljeberg Axel Jantsch Amir M. Rahmani RoSA: A Framework for Modeling Self-Awareness in Cyber-Physical Systems. 141373-141394 2020 8 IEEE Access https://doi.org/10.1109/ACCESS.2020.3012824 db/journals/access/access8.html#GotzingerJTWTLJ20

Maximilian Götzinger Nima Taherinejad Hedyeh A. Kholerdi Axel Jantsch Edwin Willegger Thomas Glatzl Amir M. Rahmani Thilo Sauter Pasi Liljeberg Model-free condition monitoring with confidence. 466-481 2019 32 Int. J. Comput. Integr. Manuf. 4-5 https://doi.org/10.1080/0951192X.2019.1605201 https://www.wikidata.org/entity/Q127703762 db/journals/ijcim/ijcim32.html#GotzingerTKJWGR19

Alexander Wendt Maximilian Götzinger Thilo Sauter An Agent-Based Framework for Complex Networks. 559-570 2019 AIAI https://doi.org/10.1007/978-3-030-19823-7_47 conf/ifip12/2019aiai db/conf/ifip12/aiai2019.html#WendtGS19 Maximilian Götzinger Edwin Willegger Nima Taherinejad Axel Jantsch Thilo Sauter Thomas Glatzl P. Lilieberg Applicability of Context-Aware Health Monitoring to Hydraulic Circuits. 4712-4719 2018 IECON https://doi.org/10.1109/IECON.2018.8591186 conf/iecon/2018 db/conf/iecon/iecon2018.html#GotzingerWTJSGL18 Maximilian Gotzinger Nima Taherinejad Hedyeh A. Kholerdi Axel Jantsch On the design of context-aware health monitoring without a priori knowledge; an AC-Motor case-study. 1-5 2017 CCECE https://doi.org/10.1109/CCECE.2017.7946814 conf/ccece/2017 db/conf/ccece/ccece2017.html#GotzingerTKJ17 Arman Anzanpour Iman Azimi Maximilian Gotzinger Amir M. Rahmani Nima Taherinejad Pasi Liljeberg Axel Jantsch Nikil D. Dutt Self-awareness in remote health monitoring systems using wearable electronics. 1056-1061 2017 DATE https://doi.org/10.23919/DATE.2017.7927146 http://dl.acm.org/citation.cfm?id=3130630 conf/date/2017 db/conf/date/date2017.html#AnzanpourAGRTLJ17 Maximilian Götzinger Arman Anzanpour Iman Azimi Nima Taherinejad Amir M. Rahmani Enhancing the Self-Aware Early Warning Score System Through Fuzzified Data Reliability Assessment. 3-11 2017 MobiHealth https://doi.org/10.1007/978-3-319-98551-0_1 conf/mobihealth/2017 db/conf/mobihealth/mobihealth2017.html#GotzingerAATR17 Maximilian Götzinger Martin Pongratz Amir-Mohammad Rahmani Axel Jantsch Parallelized Flight Path Prediction using a Graphics Processing Unit. 386-393 2017 VISIGRAPP (6: VISAPP) https://doi.org/10.5220/0006105903860393 conf/visapp/2017-3 db/conf/visapp/visapp2017-3.html#GotzingerPRJ17 Maximilian Gotzinger Amir M. Rahmani Martin Pongratz Pasi Liljeberg Axel Jantsch Hannu Tenhunen The Role of Self-Awareness and Hierarchical Agents in Resource Management for Many-Core Systems. 53-60 2016 MCSoC https://doi.org/10.1109/MCSoC.2016.57 https://doi.ieeecomputersociety.org/10.1109/MCSoC.2016.57 conf/mcsoc/2016 db/conf/mcsoc/mcsoc2016.html#GotzingerRPLJT16 Maximilian Götzinger Nima Taherinejad Amir M. Rahmani Pasi Liljeberg Axel Jantsch Hannu Tenhunen Enhancing the Early Warning Score System Using Data Confidence. 91-99 2016 MobiHealth https://doi.org/10.1007/978-3-319-58877-3_12 conf/mobihealth/2016 db/conf/mobihealth/mobihealth2016.html#GotzingerTRLJT16 Arman Anzanpour Iman Azimi Matthias Bittner David Breuss Dominik Dallinger Nikil D. Dutt Alireza Estaji Thomas Glatzl Daniel Hauer Axel Jantsch David JuhaszDávid Juhász Hedyeh A. Kholerdi Florian Kintzler Stefan Kollmann P. Lilieberg Pasi Liljeberg Martin Pongratz Amir-Mohammad RahmaniAmir M. Rahmani Clemens Reisner Karel Rusý Thilo Sauter Daniel Schnöll Nima TaherinejadNima TaheriNejad Hannu Tenhunen Benedikt Tutzer Jenny Vuong Alexander Wendt Matthias Wess Edwin Willegger