Focal area ICT - Information & Communications Technology

Research output

Research output per year 2004 2022 2023 2024

• 151 Conference contribution
• 74 Article
• 46 Paper
• 21 Chapter
• 50 More
  • 19 Conference article
  • 8 Poster
  • 6 Abstract
  • 6 Preprint
  • 3 Editorial
  • 3 Doctoral Thesis
  • 2 Book
  • 1 Commissioned report
  • 1 Review article
  • 1 Master's Thesis / Diploma Thesis

Research output per year

Research output per year

Search results

• 2023

  Multi-criteria Optimization of Workflow-Based Assembly Tasks in Manufacturing

  Holzinger, F. & Beham, A., 10 Feb 2023, Computer Aided Systems Theory – EUROCAST 2022 - 18th International Conference, Revised Selected Papers. Moreno-Díaz, R., Pichler, F. & Quesada-Arencibia, A. (eds.). Cham: Springer, p. 45-52 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13789 LNCS).

  Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

  • Assembly Task 100%
  • Multi-criteria Optimization 100%
  • Multicriteria Optimization 100%
  • HeuristicLab 66%
  • Modeling Framework 66%

• MuM'23 Workshop on Interruptions and Attention Management

  Lingler, A., Talypova, D., Draxler, F., Schneegass, C., Dingler, T. & Wintersberger, P., 3 Dec 2023, Proceedings of MUM 2023 - The 22nd International Conference on Mobile and Ubiquitous Multimedia. Michahelles, F., Knierim, P. & Hakkila, J. (eds.). Association for Computing Machinery, p. 542-545 4 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

  Open Access

  • Multiple Device 100%
  • Research Agenda 100%
  • Reinforcement Learning 100%
  • Large Language Model 100%
  • Theoretical Basis 100%

• Optimized Density Matrix Representations: Improving the Basis for Noise-Aware Quantum Circuit Design Tools

  Grurl, T., Fuß, J. & Wille, R., 2023, Proceedings - 2023 IEEE 53rd International Symposium on Multiple-Valued Logic, ISMVL 2023. IEEE Computer Society, p. 141-146 6 p. (Proceedings of The International Symposium on Multiple-Valued Logic; vol. 2023-May).

  Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

  • Matrix Representation 100%
  • Design Tools 100%
  • Noise-aware 100%
  • Density Matrix 100%
  • Quantum Circuit Design 100%

• Performance Comparison of Microsoft’s AutoML API

  Neuhauser, P. & Wagner, S., 2023, 35th European Modeling and Simulation Symposium, EMSS 2023. Affenzeller, M., Bruzzone, A. G., Jimenez, E., Longo, F. & Petrillo, A. (eds.). DIME UNIVERSITY OF GENOA, (European Modeling and Simulation Symposium, EMSS; vol. 2023-September).

  Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

  Open Access

  • AutoML 100%
  • Performance Comparison 100%
  • Machine Learning APIs 100%
  • Automated Machine Learning 100%
  • Learning System 100%
  1 Citation (Scopus)

• Reducing Overparameterization of Symbolic Regression Models with Equality Saturation

  De Franca, F. O. & Kronberger, G., 15 Jul 2023, GECCO 2023 - Proceedings of the 2023 Genetic and Evolutionary Computation Conference. Association for Computing Machinery, Inc, p. 1064-1072 9 p. (GECCO 2023 - Proceedings of the 2023 Genetic and Evolutionary Computation Conference).

  Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

  • Symbolic Regression 100%
  • Regression Model 100%
  • Equality Saturation 100%
  • Symbolics 100%
  • Fitting Parameter 100%
  10 Citations (Scopus)

• Relatedness for Moral Courage: Game Experience Dimensions as Persuasive Strategies for Moral Courage in Contrast to Other Facets of Altruistic Behavior

  Himmelsbach, J., Hochleitner, W., Schneider, A., Schwarz, S., Sellitsch, D. & Tscheligi, M., 2023, Persuasive Technology - 18th International Conference, PERSUASIVE 2023, Proceedings. Meschtscherjakov, A., Midden, C. & Ham, J. (eds.). Springer, p. 322-336 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13832 LNCS).

  Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

  • Player Experience 100%
  • Moral Courage 100%
  • Experience Dimensions 100%
  • Relatedness 100%
  • Morality 100%

• Sailing through Signs: Attention Guidance towards Texts in Virtual Reality

  Asteriou, P., Boess, L., Jirawa, L., Gulino, C., Guggenberger, P. & Lankes, M., 12 Apr 2023, Proceedings of the 18th International Conference on the Foundations of Digital Games, FDG 2023. Lopes, P., Luz, F., Liapis, A. & Engstrom, H. (eds.). Association for Computing Machinery, 48. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

  Open Access

  • Virtual Reality 100%
  • Virtual Environment 100%
  • Sailing 100%
  • Attention Guidance 100%
  • Virtual Environments 100%

• Serious Cross Reality - Using CR to Enhance Analytics Workflow

  Wang, N., Chan, S. W., Aigner, D., Addam, O., Anthes, C. & Maurer, F., 2023, Proceedings - 2023 IEEE International Symposium on Mixed and Augmented Reality Adjunct, ISMAR-Adjunct 2023. Bruder, G., Olivier, A.-H., Cunningham, A., Peng, E. Y., Grubert, J. & Williams, I. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 44-49 6 p. (Proceedings - 2023 IEEE International Symposium on Mixed and Augmented Reality Adjunct, ISMAR-Adjunct 2023).

  Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

  • Cross Reality 100%
  • Analytical Workflow 100%
  • Case Study 100%
  • Reality-Virtuality Continuum 66%
  • Position Paper 33%

• Skillab - A Multimodal Augmented Reality Environment for Learning Manual Tasks

  Shahu, A., Dorfbauer, S., Wintersberger, P. & Michahelles, F., 2023, Human-Computer Interaction – INTERACT 2023 - 19th IFIP TC13 International Conference, Proceedings. Abdelnour Nocera, J., Kristín Lárusdóttir, M., Petrie, H., Piccinno, A. & Winckler, M. (eds.). Springer, p. 588-607 20 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14144 LNCS).

  Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

  • User Experience 100%
  • Augmented Reality 100%
  • Manual Task 100%
  • Multimodal Augmented Reality 100%
  • User Study 50%

• Spot'Em: Interactive Data Labeling as a Means to Maintain Situation Awareness

  Wintersberger, P., Rathmayr, M. & Lingler, A., 18 Sept 2023, 15th International Conference on Automotive User Interfaces and Interactive Vehicular Applications, AutomotiveUI 2023 - Main Conference Proceedings. Association for Computing Machinery, p. 72-80 9 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

  Open Access

  • Situation Awareness 100%
  • Interactive Data 100%
  • Data Labeling 100%
  • Gamified 25%
  • Traffic Objects 25%
  2 Citations (Scopus)

• Surrogate-assisted Multi-objective Optimization via Genetic Programming Based Symbolic Regression

  Yang, K. & Affenzeller, M., 2023, Evolutionary Multi-Criterion Optimization - 12th International Conference, EMO 2023, Proceedings. Emmerich, M., Deutz, A., Wang, H., Kononova, A. V., Naujoks, B., Li, K., Miettinen, K. & Yevseyeva, I. (eds.). Springer, p. 176-190 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13970 LNCS).

  Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

  Open Access

  • Multi-objective Optimization 100%
  • Symbolic Regression 100%
  • Surrogate-assisted 100%
  • Symbolics 100%
  • Multiobjective Optimization 100%
  6 Citations (Scopus)

• The Absence of Athletic Avatars' Effects on Physiological and Perceptual Responses while Cycling in Virtual Reality.

  Kocur, M., Mayer, M., Karber, A., Witte, M., Henze, N. & Bogon, J., 3 Dec 2023, Proceedings of MUM 2023 - The 22nd International Conference on Mobile and Ubiquitous Multimedia. Michahelles, F., Knierim, P. & Hakkila, J. (eds.). p. 360-370 11 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

  Open Access

  • Virtual Reality 100%
  • Physiological Response 100%
  • Athletics 100%
  • Perceptual Responses 100%
  • Proteus Effect 100%
  2 Citations (Scopus)

• Touch Sensing on Semi-Elastic Textiles with Border-Based Sensors

  Zühlke, S. D., Stöckl, A. & Schedl, D. C., Aug 2023, Human Systems Engineering and Design (IHSED 2023): Future Trends and Applications. AHFE (2023) International Conference.. Karwowski, W., Ahram, T., Milicevic, M., Etinger , D. & Zubrinic , K. (eds.). AHFE Open Access, vol 112. AHFE International, USA, Vol. 112. p. 327 - 335 9 p.

  Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

  Open Access

• Towards a Digital Platform for Goal-oriented and Competence-based Bundling of Volunteering

  Pröll, B., Schwinger, W., Kapsamer, E., Retschitzegger, W., Schönböck, J. & Pührerfellner, M., 15 Aug 2023, 2023 18th Iberian Conference on Information Systems and Technologies, CISTI 2023. (Iberian Conference on Information Systems and Technologies, CISTI; vol. 2023-June).

  Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

  • Competence-based 100%
  • Goal-oriented 100%
  • Critical Infrastructure 100%
  • Digital Platforms 100%
  • Food Supply 100%

• Towards an Ontology and Process Mining-based System for Targeted E-Commerce Marketing Strategy Suggestions

  Mayrhuber, E., Krauss, O., Hanreich, M. & Stöckl, A., 2023, International Conference on Electrical, Computer, Communications and Mechatronics Engineering, ICECCME 2023. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p. (International Conference on Electrical, Computer, Communications and Mechatronics Engineering, ICECCME 2023).

  Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

  • Process Mining 100%
  • Marketing Strategy 100%
  • Ontology Mining 100%
  • E-commerce Marketing 100%
  • Strategy Suggestions 100%
  1 Citation (Scopus)

• Towards Automating Semantic Relationship Awareness in Operational Technology Monitoring

  Schwinger, W., Kapsamer, E., Retschitzegger, W., Pröll, B., Graf, D., Baumgartner, N., Schönböck, J. & Zaunmair, H., 2023, Future Data and Security Engineering. Big Data, Security and Privacy, Smart City and Industry 4.0 Applications - 10th International Conference, FDSE 2023, Proceedings. Dang, T. K., Küng, J. & Chung, T. M. (eds.). p. 545-555 11 p. (Communications in Computer and Information Science; vol. 1925 CCIS).

  Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

  • Semantic Relations 100%
  • Operational Technology Monitoring 100%
  • Operational Technology 100%
  • Relationship Awareness 100%
  • Semantic Relationship 100%
  1 Citation (Scopus)

• Towards Vertical Privacy-Preserving Symbolic Regression via Secure Multiparty Computation

  Duy, D. N., Affenzeller, M. & Nikzad-Langerodi, R., 15 Jul 2023, GECCO 2023 Companion - Proceedings of the 2023 Genetic and Evolutionary Computation Conference Companion. Association for Computing Machinery, Inc, p. 2420-2428 9 p. (GECCO 2023 Companion - Proceedings of the 2023 Genetic and Evolutionary Computation Conference Companion).

  Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

  • Symbolic Regression 100%
  • Privacy-preserving 100%
  • Secure multi-party Computation 100%
  • Genetic Programming 100%
  • Privacy Preserving 100%
  2 Citations (Scopus)

• Ubiquity of VR: Towards Investigating Ways of Interrupting VR Users to Obtain Their Attention in Public Spaces

  Wang, Y., Schimmerl, R. J., Kocur, M. & Wintersberger, P., 2023, Virtual Reality and Mixed Reality - 20th EuroXR International Conference, EuroXR 2023, Proceedings. Zachmann, G., Walczak, K., Niamut, O. A., Johnsen, K., Stuerzlinger, W., Alcañiz-Raya, M., Welch, G. & Bourdot, P. (eds.). Springer, p. 40-52 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14410 LNCS).

  Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

  • Virtual Reality 100%
  • Mobile Virtual Reality 100%
  • Virtual Reality Head-mounted Displays 75%
  • Social Acceptability 50%
  • Head Mounted Display 37%
  2 Citations (Scopus)

• User-Centered Investigation of Features for Attention Management Systems in an Online Vignette Study

  Talypova, D., Lingler, A. & Wintersberger, P., 3 Dec 2023, Proceedings of MUM 2023 - The 22nd International Conference on Mobile and Ubiquitous Multimedia. Michahelles, F., Knierim, P. & Hakkila, J. (eds.). Association for Computing Machinery, p. 102-115 14 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

  Open Access

  • User-centered 100%
  • Management System 100%
  • Vignette Study 100%
  • Attention Management 100%
  • Negative Effect 100%
  1 Citation (Scopus)

• Using an Event Hierarchy for Improved Process Mining of Website User Behaviour

  Sandler, S., Krauss, O., Mayrhuber, E. M. & Stöckl, A., 2023, International Conference on Electrical, Computer, Communications and Mechatronics Engineering, ICECCME 2023. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p. (International Conference on Electrical, Computer, Communications and Mechatronics Engineering, ICECCME 2023).

  Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

  • Process Mining 100%
  • User Behavior 100%
  • Improved Process 100%
  • Event Hierarchy 100%
  • Process Map 100%
  1 Citation (Scopus)

• Using Explainable Artificial Intelligence for Data Based Detection of Complications in Records of Patient Treatments

  Strobl, M. T., Vetter, J., Halmerbauer, G., Königswieser, T. & Winkler, S., 10 Feb 2023, Computer Aided Systems Theory – EUROCAST 2022 - 18th International Conference, Revised Selected Papers: 18th International Conference, Las Palmas de Gran Canaria, Spain, February 20–25, 2022, Revised Selected Papers. Moreno-Díaz, R., Pichler, F. & Quesada-Arencibia, A. (eds.). Springer, p. 173-180 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13789 LNCS).

  Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

  • Model Complexity 100%
  • Patient Treatment 100%
  • Data-centric 100%
  • Explainable Artificial Intelligence 100%
  • Detection Model 100%

• Visual Metaphors for Notification into Virtual Environments

  Pointecker, F., Oberögger, D. & Anthes, C., 2023, Proceedings - 2023 IEEE International Symposium on Mixed and Augmented Reality Adjunct, ISMAR-Adjunct 2023. Bruder, G., Olivier, A.-H., Cunningham, A., Peng, E. Y., Grubert, J. & Williams, I. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 60-64 5 p. (Proceedings - 2023 IEEE International Symposium on Mixed and Augmented Reality Adjunct, ISMAR-Adjunct 2023).

  Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

  • Mixed Reality 100%
  • Virtual Environment 100%
  • Visual Metaphor 100%
  • Virtual Environments 100%
  • Head-mounted Display 50%
  3 Citations (Scopus)

• Walking through the Quadratic Assignment-Instance Space: Algorithm Performance and Landscape Measures

  Werth, B., Karder, J., Beham, A., Pitzer, E., Yang, K. & Wagner, S., 15 Jul 2023, GECCO 2023 Companion - Proceedings of the 2023 Genetic and Evolutionary Computation Conference Companion. Association for Computing Machinery, Inc, p. 2108-2114 7 p. (GECCO 2023 Companion - Proceedings of the 2023 Genetic and Evolutionary Computation Conference Companion).

  Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

  Open Access

  • Performance Measures 100%
  • Algorithm Performance 100%
  • Landscape Measures 100%
  • Quadratic Assignment Procedure 100%
  • Instance Space 100%
• 2022

  Accurately Predicting User Registration in Highly Unbalanced Real-World Datasets from Online News Portals

  Spitzer, E.-M., Krauss, O. & Stöckl, A., 29 Jul 2022, Database and Expert Systems Applications - 33rd International Conference, DEXA 2022, Proceedings. Strauss, C., Cuzzocrea, A., Kotsis, G., Khalil, I. & Tjoa, A. M. (eds.). Cham: Springer, p. 302-315 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13426 LNCS).

  Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

  • User Registration 100%
  • Online News Portal 100%
  • Case Study 100%
  • Classification Algorithm 100%
  • Random Forest Classifier 100%
  1 Citation (Scopus)

• A Comparison of Relational, NoSQL and NewSQL Database Management Systems for the Persistence of Time Series Data

  Praschl, C., Pritz, S., Krauss, O. & Harrer, M., 2022, International Conference on Electrical, Computer, Communications and Mechatronics Engineering, ICECCME 2022. Institute of Electrical and Electronics Engineers Inc., (International Conference on Electrical, Computer, Communications and Mechatronics Engineering, ICECCME 2022).

  Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

  • Time Series Data 100%
  • Relational Database 100%
  • Database Management Systems 100%
  • Relational Model 100%
  • NoSQL Databases 100%
  3 Citations (Scopus)

• Amaru - A Framework for Combining Genetic Improvement with Pattern Mining

  Krauss, O., 9 Jul 2022, GECCO 2022 Companion - Proceedings of the 2022 Genetic and Evolutionary Computation Conference. Association for Computing Machinery, Inc, p. 1930-1937 8 p. (GECCO 2022 Companion - Proceedings of the 2022 Genetic and Evolutionary Computation Conference).

  Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

  Open Access

  • Genetic Improvement 100%
  • Pattern Mining 100%
  • Interpreter 33%
  • Population Diversity 33%
  • Mutation Operator 33%
  1 Citation (Scopus)

• Analysis of Threat Intelligence Information Exchange via the STIX Standard

  Krauss, O. & Papesh, K., 2022, International Conference on Electrical, Computer, Communications and Mechatronics Engineering, ICECCME 2022. Institute of Electrical and Electronics Engineers Inc., (International Conference on Electrical, Computer, Communications and Mechatronics Engineering, ICECCME 2022).

  Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

  • Information Exchange 100%
  • Threat Intelligence 100%
  • Intelligence Information 100%
  • Threat Information 100%
  • Structured Threat Information Expression 100%
  3 Citations (Scopus)

• A Scalable Microservice Infrastructure for Fleet Data Management

  Meindl, R., Papesh, K., Baumgartner, D. & Helm, E., 2022, Database and Expert Systems Applications - DEXA 2022 Workshops - 33rd International Conference, DEXA 2022, Proceedings. Kotsis, G., Khalil, I., Mashkoor, A., Sametinger, J., Tjoa, A. M., Moser, B., Martinez-Gil, J., Sobieczky, F., Fischer, L., Ramler, R., Czech, G., Taudes, A. & Khan, M. (eds.). Springer, p. 392-401 10 p. (Communications in Computer and Information Science; vol. 1633 CCIS).

  Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

  • Data Management 100%
  • Microservices 100%
  • Microservice 100%
  • Series Analysis 50%
  • Internet of Things 50%

• Bridging the Gap Across Realities: Visual Transitions Between Virtual and Augmented Reality

  Pointecker, F., Friedl, J., Schwajda, D. J., Jetter, H.-C. & Anthes, C., Oct 2022, Proceedings - 2022 IEEE International Symposium on Mixed and Augmented Reality, ISMAR 2022. Duh, H., Williams, I., Grubert, J., Jones, J. A. & Zheng, J. (eds.). Singapore: IEEE, p. 827-836 10 p. (Proceedings - 2022 IEEE International Symposium on Mixed and Augmented Reality, ISMAR 2022).

  Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

  • Virtual Reality 100%
  • Augmented Reality 100%
  • Visual Transition 100%
  • Bridging the Gap 100%
  • Bridging 100%
  29 Citations (Scopus)

• Comparing optimistic and pessimistic constraint evaluation in shape-constrained symbolic regression

  Haider, C., De França, F. O., Kronberger, G. & Burlacu, B., 8 Jul 2022, GECCO 2022 - Proceedings of the 2022 Genetic and Evolutionary Computation Conference. Association for Computing Machinery, Inc, p. 938-945 8 p. (GECCO 2022 - Proceedings of the 2022 Genetic and Evolutionary Computation Conference).

  Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

  Open Access

  • Symbolic Regression 100%
  • Constraint Evaluation 100%
  • Shape Function 100%
  • Interval Arithmetic 50%
  • Sensitivity to Noise 50%
  4 Citations (Scopus)

• Designing an Inclusive and Accessible Mathematical Learning Environment Based on a Theorem Prover

  Stöger, B., Miesenberger, K., Neuper, W., Wenzel, M. & Neumayr, T., 2022, Computers Helping People with Special Needs - 18th International Conference, ICCHP-AAATE 2022, Proceedings. Miesenberger, K., Kouroupetroglou, G., Mavrou, K., Manduchi, R., Covarrubias Rodriguez, M. & Penáz, P. (eds.). Springer, p. 47-55 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13341 LNCS).

  Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

  • Learning Environment 100%
  • Theorem Prover 100%
  • Mathematical Learning 100%
  • Formal Proof 50%
  • VS Code 50%
  1 Citation (Scopus)

• Detecting Fake News and Performing Quality Ranking of German Newspapers Using Machine Learning

  Simone, S., Oliver, K., Clara, D. & Andreas, S., 18 Nov 2022, International Conference on Electrical, Computer, Communications and Mechatronics Engineering, ICECCME 2022. IEEE, p. 1-5 5 p. 9987851. (International Conference on Electrical, Computer, Communications and Mechatronics Engineering, ICECCME 2022).

  Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

  • Machine Learning 100%
  • Random Forest 100%
  • German Newspapers 100%
  • Quality Ranking 100%
  • Fake News 100%
  2 Citations (Scopus)

• Distributed Classification - A Scalable Approach to Semi Supervised Machine Learning

  Meindl, R., Sandler, S., Mayrhuber, E. & Krauss, O., 2022, 34th European Modeling and Simulation Symposium, EMSS 2022. Affenzeller, M., Bruzzone, A. G., Jimenez, E., Longo, F. & Petrillo, A. (eds.). DIME UNIVERSITY OF GENOA, 022. (34th European Modeling and Simulation Symposium, EMSS 2022).

  Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

  • Microservices 100%
  • Scalable Approaches 100%
  • Distributed Classification 100%
  • Semi-supervised Machine Learning 100%
  • Microservice 100%

• Dynamic Vehicle Routing with Time-Linkage: From Problem States to Algorithm Performance

  Werth, B., Pitzer, E., Karder, J., Wagner, S. & Affenzeller, M., 2022, Computer Aided Systems Theory – EUROCAST 2022: 18th International Conference. Moreno-Díaz, R., Pichler, F. & Quesada-Arencibia, A. (eds.). Springer, p. 69-77 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13789 LNCS).

  Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

  • Problem State 100%
  • Dynamic Vehicle Routing 100%
  • Vehicle Routing 100%
  • Optimization Problem 100%
  • Fitness Landscape 50%
  1 Citation (Scopus)

• Feasibility Analysis of a Textile Metal Detector Utilizing a Conductive Yarn

  Schuler, S. M., Petz, P. M. C. F. & Eibensteiner, F., 2022, FLEPS 2022 - IEEE International Conference on Flexible and Printable Sensors and Systems, Proceedings. Institute of Electrical and Electronics Engineers Inc., (FLEPS 2022 - IEEE International Conference on Flexible and Printable Sensors and Systems, Proceedings).

  Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

  • Textile 100%
  • Conductive Yarn 100%
  • Sensing Element 100%
  • Metal Detector 100%
  • Feasibility Analysis 100%
  6 Citations (Scopus)

• Genetic Programming and FEM simulation for a microscopic residual stress description in polycrystals using neutron diffraction and EBSD data

  Millán, L., Carro-Sevillano, G., Kronberger, G., Garnica, O., Collado, I., Bokuchava, G., Fernández, R., Hidalgo, J. I., Halodova, P., Sáez-Maderuelo, A. & González-Doncel, G., 27 Mar 2022, ICRS 11 - The 11th International Conference of Residual Stresses. Nancy, France, 8 p.

  Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

  • Genetic Programming 100%
  • Dislocation Structure 100%
  • Residual Stress 100%
  • FEM Simulation 100%
  • Neutron Diffraction Data 100%

• Geo-Referenced Occlusion Models for Mixed Reality Applications using the Microsoft HoloLens

  Praschl, C. & Krauss, O., 7 Feb 2022, Proceedings of the 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. Vol. 3. p. 113-122 10 p. (Proceedings of the International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications).

  Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

  Open Access

  • Mixed Reality 100%
  • Georeferencing 100%
  • Microsoft HoloLens 100%
  • Occlusion Model 100%
  • Multiple Devices 25%
  2 Citations (Scopus)

• Hybrid (CPU/GPU) Exact Nearest Neighbors Search in High-Dimensional Spaces

  Muhr, D. & Affenzeller, M., 2022, Artificial Intelligence Applications and Innovations - 18th IFIP WG 12.5 International Conference, AIAI 2022, Proceedings. Maglogiannis, I., Iliadis, L., Macintyre, J. & Cortez, P. (eds.). Springer, p. 112-123 12 p. (IFIP Advances in Information and Communication Technology; vol. 647 IFIP).

  Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

  • High-dimensional Space 100%
  • Heterogeneous CPU-GPU 100%
  • Exact Nearest Neighbour Search 100%
  • High Dimensional Space 100%
  • Brute-force Search 66%
  3 Citations (Scopus)

• Identification of Similarities and Clusters of Bread Baking Recipes Based on Data of Ingredients

  Anlauf, S., Lasslberger, M., Grassmann, R., Himmelbauer, J. & Winkler, S., 2022, 8th International Food Operations and Processing Simulation Workshop, FoodOPS 2022. Bruzzone, A. G., Longo, F. & Vignali, G. (eds.). DIME UNIVERSITY OF GENOA, 002. (8th International Food Operations and Processing Simulation Workshop, FoodOPS 2022).

  Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

  • Similarity Measure 100%
  • Clustering Algorithm 100%
  • Bread Baking 100%
  • Relative Amount 50%
  • Bakery 50%
  1 Citation (Scopus)

• Identification of Surrogate Models for the Prediction of Degrees of Freedom within a Tolerance Chain

  Janout, H., Paier, T., Ringelhahn, C., Heckmann, M. K., Haghofer, A., Kronberger, G. & Winkler, S., 2022, International Conference on Industry 4.0 and Smart Manufacturing.

  Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

• Identifying Differential Equations for the Prediction of Blood Glucose using Sparse Identification of Nonlinear Systems.

  Joedicke, D., Parra, D., Kronberger, G. & Winkler, S. M., 2022, Computer Aided Systems Theory – EUROCAST 2022 - 18th International Conference, Revised Selected Papers. Moreno-Díaz, R., Pichler, F. & Quesada-Arencibia, A. (eds.). p. 181-188 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13789 LNCS).

  Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

  • Blood Glucose 100%
  • Differential Equations 100%
  • Influencing Variables 100%
  • Sparse Identification 100%
  • Nonlinear System Identification 100%
  1 Citation (Scopus)

• Improving the Flexibility of Shape-Constrained Symbolic Regression with Extended Constraints

  Piringer, D., Wagner, S., Haider, C., Fohler, A., Silber, S. & Affenzeller, M., 2022, Computer Aided Systems Theory – EUROCAST 2022: 18th International Conference. Moreno-Díaz, R., Pichler, F. & Quesada-Arencibia, A. (eds.). Springer, p. 155-163 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13789 LNCS).

  Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

  • Symbolic Regression 100%
  • Magnetization Curve 100%
  • Constraint Evaluation 100%
  • Soft Constraints 100%
  • Symbolics 100%

• Influences of Coating and Spandex Compositions of Conductive Textiles Used as Strain Sensors Using an Automated Test System

  Wohlrab, S., Petz, P. M. C. F., Eibensteiner, F. & Langer, J., 2022, Intelligent Computing - Proceedings of the 2022 Computing Conference. Arai, K. (ed.). Springer, p. 306-321 16 p. (Lecture Notes in Networks and Systems; vol. 507 LNNS).

  Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

  • Conductive Textiles 100%
  • Strain Sensor 100%
  • Spandex 100%
  • Automated Test System 100%
  • Using Sensor 100%
  3 Citations (Scopus)

• Microlearning in Unternehmen zur Förderung von arbeitsintegriertem Lernen

  Husemann, H. & Jadin, T., 2022, Technologie und Bildung in hybriden Arbeitswelten: GfA Frühjahrskongress 2022. GfA Press, 7 p.

  Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

• Mixed Reality Workplace Training Systems for Smart Factories: Challenges and Future Directions

  Pimminger, S., Kurschl, W. & Schonbock, J., 2022, Proceedings of the 2022 IEEE International Conference on Human-Machine Systems, ICHMS 2022. Kaber, D., Guerrieri, A., Fortino, G. & Nurnberger, A. (eds.). Institute of Electrical and Electronics Engineers Inc., (Proceedings of the 2022 IEEE International Conference on Human-Machine Systems, ICHMS 2022).

  Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

  • Mixed Reality 100%
  • Smart Factory 100%
  • Training System 100%
  • Workplace Training 100%
  • Future Direction 100%
  2 Citations (Scopus)

• Nondestructive Testing and Evaluation of Smart Textile Sensors using Embedded Systems

  Petz, P. M. C. F., Eibensteiner, F. & Langer, J., 2022, 8th IEEE International Conference on Smart Instrumentation, Measurement and Applications, ICSIMA 2022. Institute of Electrical and Electronics Engineers Inc., p. 329-334 6 p. (8th IEEE International Conference on Smart Instrumentation, Measurement and Applications, ICSIMA 2022).

  Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

  • Non-destructive Testing 100%
  • Nondestructive Evaluation 100%
  • Smart Textiles 100%
  • Sensor Systems 100%
  • Textile Sensors 100%
  6 Citations (Scopus)

• Open Infrastructure for Standardization of HL7® FHIR® Implementation Guides in Austria

  Egelkraut, R., Traxler, B., Helm, E., Krauss, O. & Schuler, A., 16 May 2022, dHealth 2022 - Proceedings of the 16th Health Informatics Meets Digital Health Conference. Pfeifer, B. & Baumgartner, M. (eds.). IOS Press BV, Vol. 293. p. 221-223 3 p. (Studies in Health Technology and Informatics; vol. 293).

  Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

  Open Access

  • Austria 100%
  • HL7 FHIR 100%
  • Implementation Guide 100%
  • Open Infrastructure 100%
  • Data Communication 100%
  2 Citations (Scopus)

• Outlier/Anomaly Detection of Univariate Time Series: A Dataset Collection and Benchmark

  Muhr, D. & Affenzeller, M., 2022, Big Data Analytics and Knowledge Discovery - 24th International Conference, DaWaK 2022, Proceedings. Wrembel, R., Gamper, J., Kotsis, G., Khalil, I. & Tjoa, A. M. (eds.). Springer, p. 163-169 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13428 LNCS).

  Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

  • Anomaly Detection 100%
  • Detection Task 100%
  • Dataset Collection 100%
  • Popular 50%
  • Evaluation Mechanism 50%
  4 Citations (Scopus)

• Prescriptive Analytics: When Data- and Simulation-based Models Interact in a Cooperative Way

  Affenzeller, M., Bogl, M., Fischer, L., Sobieczky, F., Yang, K. & Zenisek, J., 2022, Proceedings - 2022 24th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, SYNASC 2022. Buchberger, B., Marin, M., Negru, V. & Zaharie, D. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1-8 8 p. (Proceedings - 2022 24th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, SYNASC 2022).

  Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

  • Prescriptive Analytics 100%
  • Data-driven Model 100%
  • Simulation-based Model 100%
  • Production Planning 20%
  • Simulation Optimization 20%
  1 Citation (Scopus)

• ProperBERT - Proactive Recognition of Offensive Phrasing for Effective Regulation

  Diesenreiter, C., Krauss, O., Sandler, S. & Stöckl, A., 2022, International Conference on Electrical, Computer, Communications and Mechatronics Engineering, ICECCME 2022. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p. 9987933. (International Conference on Electrical, Computer, Communications and Mechatronics Engineering, ICECCME 2022).

  Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

  • Offensive 100%
  • Effective Regulation 100%
  • Phrasing 100%
  • Human Interaction 100%
  • Bidirectional Encoder Representations From Transformers 100%
  1 Citation (Scopus)