@inproceedings{LacknerMarklAburaia,
  author    = {Lackner, Maximilian and Markl, Erich and Aburaia, Mohamed},
  title     = {Cybersecurity Management for (Industrial) Internet of Things: Challenges and Opportunities},
  series = {Journal of Information Technology \& Software Engineering Keywords},
  booktitle = {Journal of Information Technology \& Software Engineering Keywords},
  subject      = {Security},
  language  = {en}
}
@inproceedings{PeschakWoeberOtrebskietal.,
  author    = {Peschak, Bernhard and W{\"o}ber, Wilfried and Otrebski, Richard and Sulz, Clemens and Thalhammer, J.},
  title     = {Sensorfusion f{\"u}r landwirtschaftliche Applikationen},
  series = {Referate der 37. GIL-Jahrestagung: Digitale Transofmration - Wege in eine zukunftsf{\"a}hige Landwirtschaft},
  booktitle = {Referate der 37. GIL-Jahrestagung: Digitale Transofmration - Wege in eine zukunftsf{\"a}hige Landwirtschaft},
  subject      = {Sensor},
  language  = {de}
}
@incollection{KrieglerWoeberAburaia,
  author    = {Kriegler, Andreas and W{\"o}ber, Wilfried and Aburaia, Mohamed},
  title     = {Artificial Neural Networks Based Place Categorization},
  series = {Digital Conversion on the Way to Industry 4.0},
  booktitle = {Digital Conversion on the Way to Industry 4.0},
  publisher = {Springer Verlag},
  publisher      = {Fachhochschule Technikum Wien},
  pages     = {201 -- 209},
  subject      = {Artificial Intelligence},
  language  = {en}
}
@article{StadlerBloeschlVogletal.,
  author    = {Stadler, Philipp and Bl{\"o}schl, G{\"u}nter and Vogl, Wolfgang and Koschelnik, Juri and Epp, Markus, and Lackner, Maximilian and Oism{\"u}ller, Markus and Kumpan, Monika and Nemeth, Lukas, and Strauss, Peter and Sommer, Regina and Ryzinska-Paier, Gabriela and Farnleitner, Andras and Zessner, Matthias},
  title     = {Real-time monitoring of beta-D-glucuronidase activity in sediment laden streams: A comparison of prototypes},
  series = {Real-time monitoring of beta-D-glucuronidase activity in sediment laden streams},
  journal   = {Real-time monitoring of beta-D-glucuronidase activity in sediment laden streams},
  subject      = {Enzymes},
  language  = {en}
}
@article{EngelhardtNowitzkiAburaiaOtrebskietal.,
  author    = {Engelhardt-Nowitzki, Corinna and Aburaia, Mohamed and Otrebski, Richard and Rauer, Johannes and Orsolits, Horst},
  title     = {Research-based teaching in Digital Manufacturing and Robotics - the Digital Factory at the UAS Technikum Wien as a Case Example},
  series = {Procedia Manufacturing},
  journal   = {Procedia Manufacturing},
  number    = {Volume 45},
  pages     = {164 -- 170},
  subject      = {Digital Factory},
  language  = {en}
}
@incollection{FelberAburaiaWoeberetal.,
  author    = {Felber, Stefan Otto and Aburaia, Mohamed and W{\"o}ber, Wilfried and Lackner, Maximilian},
  title     = {Parameter Optimization for the 3D Print of Thermo-Plastic Pellets with an Industrial Robot},
  series = {Digital Conversion on the Way to Industry 4.0},
  booktitle = {Digital Conversion on the Way to Industry 4.0},
  publisher      = {Fachhochschule Technikum Wien},
  pages     = {236 -- 247},
  subject      = {Thermo Plastics},
  language  = {en}
}
@article{RauerAburaiaWoeber,
  author    = {Rauer, Johannes and Aburaia, Mohamed and W{\"o}ber, Wilfried},
  title     = {Semi-Automatic Generation of Training Data for Neural Networks for 6D Pose Estimation and Robotic Graspin},
  series = {Proceedings of Joint Austrian Computer Vision and Robotics Workshop 2020},
  journal   = {Proceedings of Joint Austrian Computer Vision and Robotics Workshop 2020},
  pages     = {2 -- 3},
  subject      = {Robotics},
  language  = {en}
}
@inproceedings{AbdankAburaiaWoeber,
  author    = {Abdank, Moritz and Aburaia, Mohamed and W{\"o}ber, Wilfried},
  title     = {Using-Colour-Based Object Detection for Pick and Place Applications},
  series = {Proceedings of the 32nd International DAAAM Virtual Symposium 'Intelligent Manufacturing \& Automation', 28-29th October 2021, Vienna},
  volume    = {32},
  booktitle = {Proceedings of the 32nd International DAAAM Virtual Symposium 'Intelligent Manufacturing \& Automation', 28-29th October 2021, Vienna},
  number    = {1},
  pages     = {0536 -- 0541},
  subject      = {Computer Vision},
  language  = {en}
}
@inproceedings{WoeberAburaiaAburaiaetal.,
  author    = {W{\"o}ber, Wilfried and Aburaia, Ali and Aburaia, Mohamed and Kubinger, Wilfried and Otrebski, Richard and Engelhardt-Nowitzki, Corinna and Markl, Erich},
  title     = {Konferenz der Mechatronik-Plattform: Autonome mechatronische Systeme},
  series = {FH CAMPUS 02, 22. November 2018 Digital Manufacturing \& Robotics im Department Industrial Engineering},
  booktitle = {FH CAMPUS 02, 22. November 2018 Digital Manufacturing \& Robotics im Department Industrial Engineering},
  subject      = {Autonom},
  language  = {en}
}
@inproceedings{BucherAburaiaMarkletal.,
  author    = {Bucher, Michael and Aburaia, Mohamed and Markl, Erich and Engelhardt-Nowitzki, Corinna and Lackner, Maximilian and Gonzalez-Gutierrez, Joamin and Lammer, Herfried},
  title     = {Poster Symposium on ADDitive Manufacturing and Innovative Technologies},
  series = {Symposium on ADDitive Manufacturing and Innovative Technologies},
  booktitle = {Symposium on ADDitive Manufacturing and Innovative Technologies},
  subject      = {Innovative Technologies},
  language  = {en}
}
@article{EngelhardtNowitzkiAburaiaOtrebskietal.,
  author    = {Engelhardt-Nowitzki, Corinna and Aburaia, Mohamed and Otrebski, Richard and Rauer, Johannes and Orsolits, Horst},
  title     = {Research-based teaching in Digital Manufacturing and Robotics - the Digital Factory at the UAS Technikum Wien as a Case Example},
  series = {Procedia Manuf},
  journal   = {Procedia Manuf},
  subject      = {Teaching},
  language  = {en}
}
@article{AburaiaLacknerBucheretal.,
  author    = {Aburaia, Mohamed and Lackner, Maximilian and Bucher, Michael and Gonzalez-Gutierrez, Joamin and Zhang, Haiguang and Lammer, Herfried},
  title     = {A Production Method for Standardized Continuous Fiber Reinforced FFF Filament},
  series = {A Production Method for Standardized Continuous Fiber Reinforced FFF Filament," vol. 4, no. 1, p. 12, 2020},
  journal   = {A Production Method for Standardized Continuous Fiber Reinforced FFF Filament," vol. 4, no. 1, p. 12, 2020},
  subject      = {Production},
  language  = {en}
}
@inproceedings{WernerAburaiaRaschendorferaetal.,
  author    = {Werner, Jan and Aburaia, Mohamed and Raschendorfera, A and Lackner, Maximilian},
  title     = {MeshSlicer: A 3D-Printing software for printing 3D-models with a 6-axis industrial robot},
  series = {14th CIRP, Gulf of Naples, Italy, 2020},
  booktitle = {14th CIRP, Gulf of Naples, Italy, 2020},
  subject      = {3D},
  language  = {en}
}
@inproceedings{RauerAburaiaWoeber,
  author    = {Rauer, Johannes and Aburaia, Mohamed and W{\"o}ber, Wilfried},
  title     = {Semi-Automatic Generation of Training Data for Neural Networks for 6D Pose Estimation and Robotic Grasping},
  series = {Austrian Robotics Workshop 2020},
  booktitle = {Austrian Robotics Workshop 2020},
  subject      = {Semi-Automatic},
  language  = {en}
}
@inproceedings{AburaiaLackner,
  author    = {Aburaia, Mohamed and Lackner, Maximilian},
  title     = {Parameter Optimization for the 3D Print of Thermo-plastic Pellets with an Industrial Robot},
  series = {International Symposium for Production Research 2020, Turkey},
  booktitle = {International Symposium for Production Research 2020, Turkey},
  subject      = {3D},
  language  = {en}
}
@inproceedings{KainrathAburaiaLackner,
  author    = {Kainrath, Martin and Aburaia, Mohamed and Lackner, Maximilian},
  title     = {Accuracy Improvement and Process Flow Adaption for Robot Machining},
  series = {International Symposium for Production Research 2020, Turkey},
  booktitle = {International Symposium for Production Research 2020, Turkey},
  subject      = {Robot},
  language  = {en}
}
@inproceedings{KeferWoeberSzuegyietal.,
  author    = {Kefer, Martin and W{\"o}ber, Wilfried and Szuegyi, Daniel and Kubinger, Wilfried},
  title     = {A Novel and Automated Circle Pattern Recognition Technique for Infra-Red Stero Camera Calibration},
  series = {Proceedings of the 10th IASTED International Conference on Signal Processing, Pattern Recognition and Applications},
  booktitle = {Proceedings of the 10th IASTED International Conference on Signal Processing, Pattern Recognition and Applications},
  pages     = {404 -- 410},
  subject      = {Pattern Recognition},
  language  = {en}
}
@inproceedings{KrieglerWoeber,
  author    = {Kriegler, Andreas and W{\"o}ber, Wilfried},
  title     = {Vision-based Docking of a Mobile Robot},
  series = {Proceedings of the Joint Austrian Computer Vision and Robotics Workshop 2020},
  booktitle = {Proceedings of the Joint Austrian Computer Vision and Robotics Workshop 2020},
  pages     = {6 -- 12},
  subject      = {Automation},
  language  = {en}
}
@inproceedings{Orsolits,
  author    = {Orsolits, Horst},
  title     = {Virtual Engineering Applied in a Digital Learning Factory},
  series = {Perspectives in Industry Digitalization and Advanced Manufacturing in the Black Sea Region},
  booktitle = {Perspectives in Industry Digitalization and Advanced Manufacturing in the Black Sea Region},
  subject      = {Virtual Engineering},
  language  = {de}
}
@misc{Lackner,
  author    = {Lackner, Maximilian},
  title     = {Cyanobacteria as model organism for PHB production},
  subject      = {Bacteria},
  language  = {en}
}
@article{TomicDrenjanacLazendicetal.,
  author    = {Tomic, Dana Kathrin and Drenjanac, Domagoj and Lazendic, Goran and H{\"o}rmann, Sandra and Handler, Franz and W{\"o}ber, Wilfried and Aschauer, Christian and Auer, Wolfgang},
  title     = {Semantische Technologien f{\"u}r Produktionsprozessinnovationen in der Landwirtschaft},
  series = {e\&i Elektrotechnik und Informationstechnik},
  volume    = {131},
  journal   = {e\&i Elektrotechnik und Informationstechnik},
  number    = {7},
  pages     = {223 -- 229},
  subject      = {Semantics},
  language  = {de}
}
@misc{DannerederEngelhardtNowitzkiMarkletal.,
  author    = {Dannereder, Florian and Engelhardt-Nowitzki, Corinna and Markl, Erich and Lackner, Maximilian and Pachschw{\"o}ll, Paul Herwig and Aburaia, Mohamed and Shooman, Diane},
  title     = {Development of a 3D-Printed Bionic Hand with Muscle- and Force Control},
  subject      = {Robotics},
  language  = {en}
}
@inproceedings{WoeberAburaiaAburaiaetal.,
  author    = {W{\"o}ber, Wilfried and Aburaia, Ali and Aburaia, Mohamed and Kubinger, Wilfried and Otrebski, Richard and Engelhardt-Nowitzki, Corinna and Markl, Erich},
  title     = {Digital Manufacturing \& Robotics im Department Industrial Engineering},
  series = {KONFERENZ DER MECHATRONIK PLATTFORM: Autonome mechatronische Systeme},
  booktitle = {KONFERENZ DER MECHATRONIK PLATTFORM: Autonome mechatronische Systeme},
  subject      = {Digital Manufacturing},
  language  = {de}
}
@inproceedings{GruenbichlerEngelhardtNowitzkiMarkletal.,
  author    = {Gr{\"u}nbichler, Hannes and Engelhardt-Nowitzki, Corinna and Markl, Erich and Lackner, Maximilian and Kreith, Josef and Bermejo Moratinos, Ra{\´u}l and Supancic, Peter and Danzer, Robert},
  title     = {Adaptation of a universal testing machine to characterise the material response of multi-layered piezoelectric actuators under fully coupled loading scenarios},
  series = {th International Conference on Smart Materials and Structures},
  booktitle = {th International Conference on Smart Materials and Structures},
  publisher = {Material Sci Eng 2018 (7)},
  subject      = {Robotics},
  language  = {en}
}
@misc{GruenbichlerEngelhardtNowitzkiMarkletal.,
  author    = {Gr{\"u}nbichler, Hannes and Engelhardt-Nowitzki, Corinna and Markl, Erich and Lackner, Maximilian and Kreith, Josef and Bermejo Moratinos, Ra{\´u}l and Supancic, Peter and Danzer, Robert},
  title     = {Adaptation of a universal testing machine to characterise the material response of multi-layered piezoelectric actuators under fully coupled loading scenarios},
  subject      = {Robotics},
  language  = {en}
}
@inproceedings{RauhOrsolits,
  author    = {Rauh, Sebastian and Orsolits, Horst},
  title     = {Perspectives on Virtual Reality in Higher Education for Robotics and Related Engineering Disciplines},
  series = {Robotics in Education (International Conference on Robotics in Education)},
  booktitle = {Robotics in Education (International Conference on Robotics in Education)},
  publisher = {Springer},
  isbn      = {978-3-031-12848-6},
  pages     = {39 -- 51},
  abstract  = {Industrial engineering education has a strong focus on and affinity towards technology. While Virtual Reality hardware and applications advance and learning behaviour changes, it is particularly interesting to determine the possible use of Virtual Reality for teaching engineering subjects, for example fundamentals of robotics. This paper presents a study which examines the possible use of Virtual Reality learning environments at higher learning institutions. The study shows perspectives of students and lecturers and identifies opportunities and challenges for the use of Virtual Reality in industrial engineering education. The results of the indicated study show that the participants have a positive attitude towards Virtual Reality and strong motivation for in class use. The study results also suggest, that Virtual Reality content creation should be included in engineering curricula.},
  subject      = {Virtual reality},
  language  = {en}
}
@misc{MarklOrsolitsStojicic,
  author    = {Markl, Erich and Orsolits, Horst and Stojicic, Dario},
  title     = {Virtuelle Technologien in der Robotik},
  subject      = {Robotics},
  language  = {de}
}
@misc{LacknerKamravamaneshMarkletal.,
  author    = {Lackner, Maximilian and Kamravamanesh, Donya and Markl, Erich and Engelhardt-Nowitzki, Corinna and Herwig, Christoph},
  title     = {Optimization of process parameters to enhance Polyhydroxyalkanoate accumulation in a unicellular cyanobacterium using multivariate experimental design approach},
  subject      = {Bacteria},
  language  = {en}
}
@misc{KamravamaneshPflueglLackneretal.,
  author    = {Kamravamanesh, Donya and Pfl{\"u}gl, Stefan and Lackner, Maximilian and Herwig, Christoph},
  title     = {Photosynthetic poly-β-hydroxybutyrate accumulation in unicellular cyanobacterium Synechocystis sp. PCC 6714},
  subject      = {Bacteria},
  language  = {en}
}
@techreport{OrsolitsKorn,
  author    = {Orsolits, Horst and Korn, Alexander},
  title     = {Augmented Reality basierte Robotik-Lehre},
  organization    = {Gesellschaft f{\"u}r Informatik e.V., Wettbewerbsband AVRiL 2021},
  pages     = {8},
  abstract  = {Diese Arbeit beschreibt eine Augmented Reality (AR) Applikation f{\"u}r den Einsatz in der Hochschullehre zum Thema Industrierobotik. Ziel ist es, sowohl das Lehren als auch das Lernen grundlegender Robotik-Inhalte durch die Bereitstellung einer interaktiven Methode zur Vermittlung der Lehrinhalte f{\"u}r Studierende zu verbessern. Die Studierenden sind in der Lage, direkt mit dem virtuellen Modell eines Industrieroboters zu interagieren und so selbstgesteuert die Lerninhalte zu vertiefen. Diese interaktive Methode verbindet die Studierenden direkt mit den Lehrinhalten und f{\"o}rdert das selbsterforschende Lernen. Eine weitere Anwendungsm{\"o}glichkeit sieht die Kombination einer Lektorenversion der AR Experience mit der Studierendenversion vor. Der Lektor hat die M{\"o}glichkeit, das Modell in AR zu steuern bzw. zu ver{\"a}ndern und die Studierenden k{\"o}nnen auf Ihren Mobilger{\"a}ten die {\"A}nderungen live in AR mitverfolgen, um so auch im Distance Learning eine Verbindung Lektor - Studierende - Inhalt zus{\"a}tzlich zu Videokonferenz-Tools herzustellen.},
  subject      = {Augmented Reality},
  language  = {de}
}
@inproceedings{WoeberNovotnyAburaiaetal.,
  author    = {W{\"o}ber, Wilfried and Novotny, Georg and Aburaia, Mohamed and Otrebski, Richard and Kubinger, Wilfried},
  title     = {Estimating a Sparse Representation of Gaussian Processes Using Global Optimization and the Bayesian Information Criterion},
  series = {Austrian Robotics Workshop 2018},
  booktitle = {Austrian Robotics Workshop 2018},
  subject      = {Mobile Robotics},
  language  = {en}
}
@inproceedings{DannerederEngelhardtNowitzkiMarkletal.,
  author    = {Dannereder, Florian and Engelhardt-Nowitzki, Corinna and Markl, Erich and Lackner, Maximilian and Kreith, Josef and Pachschw{\"o}ll, Paul Herwig and Aburaia, Mohamed and Shooman, Diane},
  title     = {Development of a 3D-Printed Bionic Hand with Muscle- and Force Control},
  series = {Proceedings of the Austrian Robotics Workshop 2018},
  booktitle = {Proceedings of the Austrian Robotics Workshop 2018},
  subject      = {Robotics},
  language  = {en}
}
@inproceedings{WoeberSchulmeisterAschaueretal.,
  author    = {W{\"o}ber, Wilfried and Schulmeister, Klemens and Aschauer, Christian and Gronauer, Andreas and Tomic, Dana Kathrin and Fensel, Anna and Riegler, Thomas and Handler, Franz and H{\"o}rmann, Sandra and Otte, Marcel and Auer, Wolfgang},
  title     = {Adaptive Agricultural Processes via Open Interfaces and Linked Services},
  series = {Referate der 34. GIL-Jahrestagung - IT-Standards in der Agrar- und Ern{\"a}hrungswissenschaft},
  booktitle = {Referate der 34. GIL-Jahrestagung - IT-Standards in der Agrar- und Ern{\"a}hrungswissenschaft},
  pages     = {157 -- 160},
  subject      = {Adaption},
  language  = {en}
}
@book{OrsolitsLackner,
  author    = {Orsolits, Horst and Lackner, Maximilian},
  title     = {Virtual Reality und Augmented Reality in der Digitalen Produktion},
  editor    = {Lackner, Maximilian and Orsolits, Horst},
  publisher = {Springer Gabler},
  isbn      = {978-3-658-29009-2},
  publisher      = {Fachhochschule Technikum Wien},
  subject      = {Virtual Reality},
  language  = {de}
}
@inproceedings{GonzalezGutierrezTreitlerSpoerketal.,
  author    = {Gonzalez-Gutierrez, Joamin and Treitler, Manuel and Spoerk, Martin and Arbeiter, Florian and Schuschnigg, Stephan and Lammer, Herfried and Lackner, Maximilian and Aburaia, Mohamed and Poszvek, G{\"u}nther and Zhang, Haiguang and Sapkota, Janak and Holzer, Clemes},
  title     = {Carbon fiber reinforced thermoplastics for material extrusion additive manufacturing},
  series = {Conference proceedings of 35th International Conference of the Polymer Processing Society},
  booktitle = {Conference proceedings of 35th International Conference of the Polymer Processing Society},
  pages     = {5},
  abstract  = {In an effort to broaden the engineering applications of material extrusion based additive manufacturing (MEAM), new materials are being developed. Adding carbon-fibers (CF) has been one strategy to increase the mechanical performance of different thermoplastics. One challenge is to determine the amount of CF needed to increase the mechanical performance without affecting the "printability" of the compounds. In this paper, different amounts (10, 15, and 20 vol.\%) of CF were added to recycled polypropylene (rPP) and polyamide 12 (PA12). A compatibilizer was used for rPP, but not for PA12. Filaments for MEAM were extruded from the different compounds and the viscosity as well as the tensile properties were measured and compared to the processed polymeric matrices. It was observed that the viscosities at the angular frequencies relevant for MEAM (100 to 200 rad/s) were not significantly different for rPP+CF compounds, but it was higher for PA12+CF compounds. As expected, the elongation at break significantly decreased with the addition of CF for all compounds. For the composites with an rPP matrix, the Young's modulus and the ultimate tensile strength (UTS) continuously increased as the CF content increased to 20 vol.\%. For PA12-based materials, the Young's modulus and the UTS increased with CF content, but adding more than 15 vol.\% did not further improve these values. Therefore, it was concluded that for PA12 the maximum amount of CF that should be added was 15 vol.\%. Using scanning electron microscopy, it was observed that the CF were homogeneously dispersed in the rPP matrix, but not so well in the PA12 matrix, with fibers being more concentrated towards the rim of the filament. Finally, filaments of rPP, rPP+20CF, PA12 and PA12+15CF were used to print complex geometries by means of MEAM, and it was observed that CF helped to reduce the warpage compared to the unfilled filaments. A potential application of this phenomenon could be the reduction of the bed temperature to develop a more energy efficient MEAM process for semi-crystalline polymers.},
  subject      = {Additive Manufacturing},
  language  = {en}
}
@inproceedings{RauerWoeberAburaia,
  author    = {Rauer, Johannes and W{\"o}ber, Wilfried and Aburaia, Mohamed},
  title     = {An Autonomous Mobile Handling Robot Using Object Recognition},
  series = {Proceedings of ARW \& OAGM Workshop 2019},
  booktitle = {Proceedings of ARW \& OAGM Workshop 2019},
  subject      = {Mobile Robotics},
  language  = {en}
}
@inproceedings{WoeberAburaiaAburaiaetal.,
  author    = {W{\"o}ber, Wilfried and Aburaia, Ali and Aburaia, Mohamed and Kubinger, Wilfried and Otrebski, Richard and Engelhardt-Nowitzki, Corinna and Markl, Erich},
  title     = {Digital Manufacturing \& Robotics im Department Industrial Engineering},
  series = {Konferenz der Mechatronik Plattform Autonome mechatronische Systeme},
  booktitle = {Konferenz der Mechatronik Plattform Autonome mechatronische Systeme},
  pages     = {20 -- 21},
  abstract  = {Digitalisierung und Automatisierung in produzierender Industrie sind Schlagw{\"o}rter heutiger Forschungsbarbeiten am Department Industrial Engineering der Fachhochschule Technikum Wien. K{\"u}nstliche Intelligenz, vernetzte Sensorsysteme oder {\"u}bergreifende Prozessplanung erm{\"o}glichen Optimierung hinsichtlich Produktionszeit oder Fertigung von individualisierten Produkten, was zur Losgr{\"o}ße 1 f{\"u}hrt. In diesem Dokument werden Forschungst{\"a}tigkeiten des Departments Industrial Engineering im Kontext Vernetzung, Servicerobotik sowie Industrierobotik zusammengefasst.},
  subject      = {Industrial Engineering},
  language  = {de}
}
@misc{WoeberAburaiaKubingeretal.,
  author    = {W{\"o}ber, Wilfried and Aburaia, Ali and Kubinger, Wilfried and Otrebski, Richard and Engelhardt-Nowitzki, Corinna and Markl, Erich and Aburaia, Mohamed},
  title     = {Digital Manufacturing \& Robotics im Department Industrial Engineering},
  subject      = {Industrial Engineering},
  language  = {de}
}
@inproceedings{AburaiaLacknerGruenbichleretal.,
  author    = {Aburaia, Mohamed and Lackner, Maximilian and Gr{\"u}nbichler, Hannes and Engelhardt-Nowitzki, Corinna and Markl, Erich and Lammer, H. and Zhang, Haiguang and Wang, J. and Sapotka, J. and Janics, T. and Hailberger, M.},
  title     = {Freeform-FDM process development using natural fibre reinforced biopolymers},
  series = {2nd International Conference on 3D Prinitng Technology and Innovation March 19-20, 2018 London, UK},
  booktitle = {2nd International Conference on 3D Prinitng Technology and Innovation March 19-20, 2018 London, UK},
  subject      = {Freeform Printing},
  language  = {en}
}
@inproceedings{DannerederPachschwoellAburaiaetal.,
  author    = {Dannereder, Florian and Pachschw{\"o}ll, Paul and Aburaia, Mohamed and Markl, Erich and Lackner, Maximilian and Engelhardt-Nowitzki, Corinna and Shooman, Diane},
  title     = {Development of a 3D-printed Bionic Hand with Muscle- and Force Control},
  series = {Austrian Robotics Workshop 2018},
  booktitle = {Austrian Robotics Workshop 2018},
  subject      = {Robotics},
  language  = {en}
}
@inproceedings{TomicDrenjanacLazendicetal.,
  author    = {Tomic, Dana Kathrin and Drenjanac, Domagoj and Lazendic, Goran and H{\"o}rmann, Sandra and Handler, Franz and W{\"o}ber, Wilfried and Schulmeister, Klemens and Otte, Marcel and Auer, Wolfgang},
  title     = {Semantic Services for Adaptive Processes in Livestock Farming},
  series = {International Conference of Agricultural Engineering (AgEng 2014)},
  booktitle = {International Conference of Agricultural Engineering (AgEng 2014)},
  pages     = {8},
  subject      = {Agriculture},
  language  = {en}
}
@article{TomicDrenjanacLazendicetal.,
  author    = {Tomic, Dana Kathrin and Drenjanac, Domagoj and Lazendic, Goran and H{\"o}rmann, Sandra and Handler, Franz and W{\"o}ber, Wilfried and Aschauer, Christian and Auer, Wolfgang},
  title     = {Ontologies and semantic services for process optimization in agricultural production},
  series = {e\&i Elektrotechnik und Informationstechnik},
  journal   = {e\&i Elektrotechnik und Informationstechnik},
  subject      = {Semantics},
  language  = {en}
}
@article{KamravamaneshPflueglNischkaueretal.,
  author    = {Kamravamanesh, Donya and Pfl{\"u}gl, Stefan and Nischkauer, Winfried and Limbeck, Andreas and Lackner, Maximilian and Herwig, Christoph},
  title     = {Photosynthetic poly-β-hydroxybutyrate accumulation in unicellular cyanobacterium Synechocystis sp. PCC 6714},
  series = {AMB Express},
  volume    = {143},
  journal   = {AMB Express},
  number    = {7},
  subject      = {Bacteria},
  language  = {en}
}
@misc{KamravamaneshPflueglLackneretal.,
  author    = {Kamravamanesh, Donya and Pfl{\"u}gl, Stefan and Lackner, Maximilian and Herwig, Christoph},
  title     = {Photosynthetic poly-β-hydroxybutyrate accumulation in unicellular cyanobacterium Synechocystis sp. PCC 6714},
  subject      = {Bacteria},
  language  = {en}
}
@book{LacknerGrabowStadler,
  author    = {Lackner, Maximilian and Grabow, Wilhelm and Stadler, Philipp},
  title     = {Handbook of Online and Near-real-time Methods in Microbiology},
  publisher      = {Fachhochschule Technikum Wien},
  subject      = {Microbiology},
  language  = {en}
}
@misc{Lackner,
  author    = {Lackner, Maximilian},
  title     = {PBAT - A versatile bioplastics},
  subject      = {Bioplastics},
  language  = {en}
}
@book{OrsolitsLackner,
  author    = {Orsolits, Horst and Lackner, Maximilian},
  title     = {Virtual Reality und Augmented Reality in der Digitalen Produktion},
  publisher = {Gabler},
  isbn      = {978-3-658-29008-5},
  publisher      = {Fachhochschule Technikum Wien},
  subject      = {Virtual Reality},
  language  = {de}
}
@book{Lackner,
  author    = {Lackner, Maximilian},
  title     = {Chemical Engineering Vocabulary: Bilingual},
  publisher      = {Fachhochschule Technikum Wien},
  subject      = {Chemical Engineering},
  language  = {en}
}
@article{SpitzerSonnleitnerKempeLackner,
  author    = {Spitzer-Sonnleitner, Birgit and Kempe, Andre and Lackner, Maximilian},
  title     = {Influence of halide solutions on collagen networks - measurements of physical properties by atomic force microscopy (AFM)},
  series = {Influence of halide solutions on collagen networks},
  journal   = {Influence of halide solutions on collagen networks},
  subject      = {Collagen Networks},
  language  = {en}
}
@article{WoeberMehnenCurtoetal.,
  author    = {W{\"o}ber, Wilfried and Mehnen, Lars and Curto, Manuel and Dias Tibihika, Papius and Tesfaye, Genanaw and Meimberg, Harald},
  title     = {Investigating Shape Variation Using Generalized Procrustes Analysis and Machine Learning},
  series = {Applied Sciences},
  volume    = {2022},
  journal   = {Applied Sciences},
  number    = {12(6), 3158},
  pages     = {26},
  abstract  = {Abstract: The biological investigation of a population's shape diversity using digital images is typi- cally reliant on geometrical morphometrics, which is an approach based on user-defined landmarks. In contrast to this traditional approach, the progress in deep learning has led to numerous applications ranging from specimen identification to object detection. Typically, these models tend to become black boxes, which limits the usage of recent deep learning models for biological applications. However, the progress in explainable artificial intelligence tries to overcome this limitation. This study compares the explanatory power of unsupervised machine learning models to traditional landmark-based approaches for population structure investigation. We apply convolutional autoencoders as well as Gaussian process latent variable models to two Nile tilapia datasets to investigate the latent structure using consensus clustering. The explanatory factors of the machine learning models were extracted and compared to generalized Procrustes analysis. Hypotheses based on the Bayes factor are formulated to test the unambiguity of population diversity unveiled by the machine learning models. The findings show that it is possible to obtain biologically meaningful results relying on unsupervised machine learning. Furthermore we show that the machine learning models unveil latent structures close to the true population clusters. We found that 80\% of the true population clusters relying on the convolutional autoencoder are significantly different to the remaining clusters. Similarly, 60\% of the true population clusters relying on the Gaussian process latent variable model are significantly different. We conclude that the machine learning models outperform generalized Procrustes analysis, where 16\% of the population cluster was found to be significantly different. However, the applied machine learning models still have limited biological explainability. We recommend further in-depth investigations to unveil the explanatory factors in the used model. Keywords: generalized procrustes analysis; machine learning; convolutional autoencoder; Gaussian process latent variable models},
  subject      = {generalized procrustes analysis},
  language  = {en}
}