Items where Year is 2024

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Number of items: 111.

Journal Paper

  • Advancing Anomaly Detection: Non-Semantic Financial Data Encoding with LLMs
    Bakumenko, Alexander and Hlavackova-Schindler, Katerina and Plant, Claudia and Hubig, Nina ISSN Machine Learning Arxiv (2024)

  • Facilitating PLF Technology Adoption in the Pig and Poultry Industries
    Banhazi, Thomas and Banhazi, Annamaria and Tikasz, Ildiko E and Palotay, Szilveszter and Mallinger, Kevin and Neubauer, Thomas and Corpaci, Luiza and Marchaim, Uri and Kopler, Idan and Opalinski, Sebastian and Olejnik, Katarzyna and Kokin, Eugen and Gunnarsson, Stefan and Bjerre, Thomas and Soerensen, Klaus Studies in Agricultural Economics, 126. ISSN 2063-0476 (2024)

  • 3D Feasibility of 2D RNA-RNA Interaction Paths by stepwise Folding Simulations
    Beckmann, Irene K. and Waldl, Maria and Will, Sebastian and Hofacker, Ivo L. RNA. pp. 113-123 ISSN 1355-8382 (2024)

  • Approximate Distance Sensitivity Oracles in Subquadratic Space
    Bilò, Davide and Chechik, Shiri and Cohen, Sarel and Friedrich, Tobias and Krogmann, Simon and Schirneck, Martin ISSN - EPIsciences (2024)

  • Event detection in football: Improving the reliability of match analysis
    Bischofberger, Jonas and Baca, Arnold and Schikuta, Erich pp. 1-17 ISSN 1932-6203 Public Library of Science (2024)

  • Discovering Functional Dependencies through Hitting Set Enumeration
    Bleifuss, Tobias and Papenbrock, Thorsten and Bläsius, Thomas and Schirneck, Martin and Naumann, Felix 1 -24 ISSN 2836-6573 (2024)

  • Exploring artificial intelligence for applications of drones in forest ecology and management
    Buchelt, Alexander and Adrowitzer, Alexander and Kieseberg, Peter and Gollob, Christoph and Nothdurft, Arne and Eresheim, Sebastian and Tschiatschek, Sebastian and Stampfer, Karl and Holzinger, Andreas ISSN 0378-1127 (2024)

  • A Structural Refinement Technique for Protein-RNA Complexes Using a Combination of AI-based Modeling and Flexible Docking: A Study of Musashi-1 Protein
    Darai, Nitchakan and Hengphasatporn, Kowit and Wolschann, Peter and Wolfinger, Michael T. and Shigeta, Yasuteru and Rungrotmongkol, Thanyada and Harada, Ryuhei ISSN 0009-2673 (2024)

  • Benchmarking brain–computer interface algorithms: Riemannian approaches vs convolutional neural networks
    Eder, Manuel and Xu, Jiachen and Grosse-Wentrup, Moritz ISSN 1741-2560 (2024)

  • The 3’ terminal region of Zika virus RNA contains a conserved G-quadruplex and is unfolded by human DDX17
    Gemmill, Darren and Nelson, Corey and Badmalia, Maulik D. and Pereira, Higor and Kerr, Liam and Wolfinger, Michael T. and Patel, Trushar R. ISSN 0829-8211 (2024)

  • Current applications and potential future directions of reinforcement learning-based Digital Twins in agriculture
    Goldenits, Georg and Mallinger, Kevin and Raubitzek, Sebastian and Neubauer, Thomas Smart Agriculture Technology, 8. ISSN 2772-3755 (2024)

  • Map matching queries on realistic input graphs under the Fréchet distance
    Gudmundsson, Joachim and Seybold P., Martin and Wong, Sampson ISSN 1549-6325 (2024)

  • Granger Causal Inference in Multivariate Hawkes Processes by Minimum Message Length
    Hlavackova-Schindler, Katerina and Melnykova, Anna and Tubikanec, Irene pp. 1-26 ISSN 1532-4435 Microtome Publishing (2024)

  • An Electronic Engineering Approach for Turning a Lego Brick Piano into a Musical Instrument
    Hödl, Oliver pp. 51319-51329 ISSN 2169-3536 IEEE (2024)

  • Generating Mixed boolean- Arithmetic Expressions through Equality Saturation
    Lawitschka, Caroline and Schrittwieser, Sebastian ERCIM NEWS, 139. ISSN 0926-4981 (2024)

  • Operational Cyber Incident Coordination revisited: Providing Cyber Situational Awareness across Organizations and Countries
    Leitner, Maria and Skopik, Florian and Pahi, Timea ISSN 1939-3555 Taylor & Francis (2024)

  • Responsible AI in Farming: A Multi-Criteria Framework for Sustainable Technology Design
    Mallinger, Kevin and Baeza-Yates, Ricardo Applied Sciences: Special Issue on Trustworthy Artificial Intelligence and Robotics, 14 (1). ISSN 2076-3417 (2024)

  • Potentials and limitations of complexity research for environmental sciences and modern farming applications
    Mallinger, Kevin and Raubitzek, Sebastian and Neubauer, Thomas and Lade, Steven Current Opinion in Environmental Sustainability, 101429 (67). ISSN 1877-3435 (2024)

  • Revisiting Edge AI: Opportunities and Challenges
    Meuser, Tobias and Lovén, Lauri and Bhuyan, Monowar and Patil, Shishir G. and Dustdar, Schahram and Aral, Atakan and Bayhan, Suzan and Becker, Christian and Lara, Eyal de and Ding, Aaron Yi and Edinger, Janick and Gross, James and Mohan, Nitinder and Pimentel, Andy D. and Rivière, Etienne and Schulzrinne, Henning and Simoens, Pieter and Solmaz, Gürkan and Welzl, Michael IEEE Internet Computing, 28 (4). pp. 49-59 ISSN 1089-7801 IEEE (2024)

  • graphLambda: Fusion Graph Neural Networks for Binding Affinity Prediction
    Mqawass, Ghaith and Popov, Petr ISSN 1549-9596 (2024)

  • Nachhaltige Digitale Zwillinge in der Landwirtschaft
    Neubauer, Thomas and Bauer, Alexander and Heurix, Johannes and Iwersen, Michael and Mallinger, Kevin and Manschadi, Ahmad M. and Purcell, Warren and Rauber, Andreas Zeitschrift für Hochschulentwicklung, 19. ISSN 2219-6994 (2024)

  • On the Understandability of Design-Level Security Practices in Infrastructure-as-Code Scripts and Deployment Architectures
    Ntentos, Evangelos and Lueger, Nicole Elisabeth and Simhandl, Georg and Zdun, Uwe and Schneider, Simon and Scandariato, Riccardo and Ferreyra, Nicolas E. Diaz ISSN 1049-331X (2024)

  • Differential Privacy for Machine Learning
    Pustozerova, Anastassiya OCG Journal (49). ISSN 1728-743X (2024)

  • Not Your Keys, Not Your Coins? Rechtliche Lücken bei der Sicherstellung von Kryptowerten und Analyse der vorgesehenen Änderungen im Strafprozessrechtsänderungsgesetz 2024*
    Putz, Evelyne and Stifter, Nicholas and Weippl, Edgar ISSN 2663-9823 (2024)

  • Autocatalytic Sets and Assembly Theory: A Toy Model Perspective
    Raubitzek, Sebastian and Schatten, Alexander and König, Philip and Marica, Edina and Eresheim, Sebastian and Mallinger, Kevin Entropy, 26 (9). ISSN 1099-4300 (2024)

  • Quantum Inspired Kernel Matrices: Exploring Symmetry in Machine Learning
    Raubitzek, Sebastian and Schrittwieser, Sebastian and Schatten, Alexander and Mallinger, Kevin Physics Letters A, 525. ISSN 1793-6632 (2024)

  • Obfuscation undercover: Unraveling the impact of obfuscation layering on structural code patterns
    Raubitzek, Sebastian and Schrittwieser, Sebastian and Wimmer, Elisabeth and Mallinger, Kevin Journal of Information Security and Applications, 85. ISSN 2214-2126 (2024)

  • Recognizing task-level events from user interaction data
    Rebmann, Adrian and van der Aa, Han Inf. Syst., 124. p. 102404 ISSN 0306-4379 (2024)

  • Resource-Efficient Neural Networks for Embedded Systems
    Roth, Wolfgang and Schindler, Günther and Klein, Bernhard and Peharz, Robert and Tschiatschek, Sebastian and Fröning, Holger and Pernkopf, Franz and Ghahramani, Zoubin pp. 1-51 ISSN 1532-4435 (2024)

  • Information that matters: Exploring information needs of people affected by algorithmic decisions
    Schmude, Timothée and Koesten, Laura and Möller, Torsten and Tschiatschek, Sebastian International Journal of Human-Computer Studies. ISSN 1071-5819 Elsevier (2024)

  • Verifying Code Correctness of Protected Software through Translation Validation
    Schrittwieser, Sebastian ERCIM NEWS, 139. ISSN 0926-4981 (2024)

  • Introduction to the special theme Software Security
    Schrittwieser, Sebastian and Ianni, Michele ERCIM NEWS, 139. ISSN 0926-4981 (2024)

  • Dynamics of affect, cognition and behavior in a general population sample of adolescents and young adults with current and remitted anxiety disorders: An Ecological Momentary Assessment study.
    Seidl, Esther and Venz, John and Ollmann, Theresa Magdalena and Voss, Catharina and Hoyer, Jana and Pieper, Lars and Beesdo-Baum, Katja Journal of Anxiety Disorders, 93 (102646). ISSN 0887-6185 (2024)

  • ADOxx: Eine Low-Code-Plattform für die Entwicklung von Modellierungswerkzeugen
    Völz, Alexander and Amlashi, Danial M. and Burzynski, Patrik and Utz, Wilfrid HMD Praxis der Wirtschaftsinformatik, 61 (5). pp. 1295-1316 ISSN 2198-2775 (2024)

  • On the Understandability of MLOps System Architectures
    Warnett, Stephen John and Zdun, Uwe IEEE Transactions on Software Engineering. pp. 1-25 ISSN 0098-5589 IEEE (2024)

    • Paper in Conference Proceedings or in Workshop Proceedings

  • Decreasing the Design Complexity of Cyber-Physical Systems through Conceptual Modeling: The Robot Abstraction Method
    Alexander, Voelz and Daniel, Kiesenhofer and Karagiannis, Dimitris In: IEEE 10th World Forum on Internet of Things , 10-13 Nov 2024 , Ottawa, Canada (2024)

  • Teaching computer ethics along with digital competences: A student-centered course and its impact
    Ambros, Roland In: EdMedia + Innovate Learning 2024 , 01. - 05.07.2024 , Brussels (2024)

  • On the Two Sides of Redundancy in Graph Neural Networks
    Bause, Franka and Moustafa, Samir and Langguth, Johannes and Gansterer, Wilfried and Kriege, Nils M. In: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2024) , 9.9.-13.9.2024 , Vilnius, Litauen (2024)

  • Approximating the Graph Edit Distance with Compact Neighborhood Representations
    Bause, Franka and Permann, Christian and Kriege, Nils M. In: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2024) , 9.9.-13.9.2024 , Vilnius, Litauen (2024)

  • DROPP: Structure-Aware PCA for Ordered Data: A General Method and its Applications in Climate Research and Molecular Dynamics
    Beer, Anna and Palotás, Olivér and Maldonado, Andrea and Draganov, Andrew and Assent, Ira In: 40th IEEE International Conference on Data Engineering, ICDE 2024, Utrecht, The Netherlands, May 13-16, 2024 , 13-17 May 2024 , Utrecht, NL (2024)

  • Dynamic Facility Location in High Dimensional Euclidean Spaces
    Bhattacharya, Sayan and Goranci, Gramoz and Jiang, Shaofeng H.-C. and Qian, Yi and Zhang, Yubo In: The 41st International Conference on Machine Learning (ICML 2024) , July 21 - July 27, 2024 , Vienna, Austria (2024)

  • Improved Distance (Sensitivity) Oracles with Subquadratic Space
    Bilò, Davide and Chechik, Shiri and Choudhary, Keerti and Cohen, Sarel and Friedrich, Tobias and Schirneck, Martin In: 65th IEEE Symposium on Foundations of Computer Science (FOCS) 2024 , October 27-30, 2024 , Chicago, IL, USA (2024)

  • Machine Learning Workflows in the Computing Continuum for Environmental Monitoring
    Catalfamo, Alessio and Aral, Atakan and Brandic, Ivona and Deelman, Ewa and Villari, Massimo In: 24th International Conference on Computational Science (ICCS 2024) , 2-4 July 2024 , Malaga, Spain (2024)

  • Fully Dynamic Algorithms for Euclidean Steiner Tree
    Chan, T-H. Hubert and Goranci, Gramoz and Jiang, Shaofeng H.-C. and Wang, Bo and Xue, Quan In: The 18th International Conference and Workshops on Algorithms and Computation , March 18-20, 2024 , Japan (2024)

  • Dynamic algorithms for k-center on graphs
    Cruciani, Emilio and Forster, Sebastian and Goranci, Gramoz and Nazari, Yasamin and Skarlatos, Antonis In: ACM-SIAM Symposium on Discrete Algorithms (SODA24) , January, 7-10, 2024 , Alexandria, Virginia, USA (2024)

  • Dynamically Maintaining the Persistent Homology of Time Series
    Cultrera di Montesano, Sebastiano and Edelsbrunner, Herbert and Henzinger, Monika and Ost, Lara In: ACM-SIAM Symposium on Discrete Algorithms (SODA24) , January, 7-10, 2024 , Alexandria, Virginia, USA (2024)

  • Fast Algorithms for Separable Linear Programs
    Dong, Sally and Goranci, Gramoz and Li, Lawrence and Sachdeva, Sushant and Ye, Guanghao In: SODA 2024, 35th Annual ACM-SIAM Symposium on Discrete Algorithms , January, 7-10, 2024 , Alexandria, Virginia, USA (2024)

  • A Data Science Approach for Predicting Soccer Passes Using Positional Data
    Eigenrauch, Sebastian and Bischofberger, Jonas and Baca, Arnold and Schikuta, Erich In: 26th International Conference on Information Integration and Web Intelligence (iiWAS2024) , 2 - 4 December 2024 , Bratislava, Slovakia (2024)

  • Broadcast and Consensus in Stochastic Dynamic Networks with Byzantine Nodes and Adversarial Edges
    El-Hayek, Antoine and Henzinger, Monika and Schmid, Stefan In: IGAFIT Highlights of Algorithms conferences (HALG) , June 3-5, 2024 , Zielna Conference Center, Warsaw, Poland (2024)

  • PGTNet: A Process Graph Transformer Network for Remaining Time Prediction of Business Process Instances
    Elyasi, Keyvan Amiri and van der Aa, Han and Stuckenschmidt, Heiner In: Advanced Information Systems Engineering - 36th International Conference, CAiSE 2024, Limassol, Cyprus, June 3-7, 2024, Proceedings , June 03-07, 2024 , Limassol, Cyprus (2024)

  • Standing Still Is Not an Option: Alternative Baselines for Attainable Utility Preservation
    Eresheim, Sebastian and Kovac, Fabian and Adrowitzer, Alexander In: Cross-Domain Conference for Machine Learning & Knowledge Extraction 2020 (CD-MAKE 2020) , 25-28 Aug 2020 , Dublin, Irland (2024)

  • Detecting Environment Drift in Reinforcement Learning Using a Gaussian Process
    Fang, Zhizhou and Zdun, Uwe In: The 36th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2024) , 28 October - 30 October 2024 , Herndon, VA, USA (2024)

  • Near-Optimal (1 + ϵ)-Approximate Fully-Dynamic All-Pairs Shortest Paths in Planar Graphs
    Filtser, Arnold and Goranci, Gramoz and Patel, Neel and Probst Gutenberg, Maximilian In: 65th IEEE Symposium on Foundations of Computer Science (FOCS) 2024 , October 27-30, 2024 , Chicago, IL, USA (2024)

  • Never Gonna Give You Up: Exploring Deprecated NULL Ciphers in Commercial VoWiFi Deployments
    Gegenhuber, Gabriel Karl and Frenzel, Philipp É. and Weippl, Edgar In: 17th ACM Conference on Security and Privacy in Wireless and Mobile Networks (WiSec 2024) , 27-29th May, 2024 , Seoul, Korea. (2024)

  • Why E.T. Can't Phone Home: A Global View on IP-based Geoblocking at VoWiFi
    Gegenhuber, Gabriel Karl and Frenzel, Philipp É. and Weippl, Edgar R. In: 22nd Annual International Conference on Mobile Systems, Applications and Services (MobiSys) , June 3 - 7, 2024 , Minato-ku, Tokyo , Japan (2024)

  • Diffie-Hellman Picture Show: Key Exchange Stories from Commercial VoWiFi Deployments
    Gegenhuber, Gabriel Karl and Holzbauer, Florian and Frenzel, Philipp É. and Weippl, Edgar R. and Dabrowski, Adrian In: USENIX Security '24 , August 14–16, 2024 , Philadelphia, PA, USA (2024)

  • Exploring Architectural Evolution in Microservice Systems using Repository Mining Techniques and Static Code Analysis
    Genfer, Patric and Zdun, Uwe In: 18th European Conference on Software Architecture (ECSA) , Mon 2 - Fri 6 September 2024 , Luxembourg (2024)

  • FALCUN: A Simple and Efficient Deep Active Learning Strategy
    Gilhuber, Sandra and Beer, Anna and Ma, Yunpu and Seidl, Thomas In: Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2024, Vilnius, Lithuania, September 9-13, 2024, Proceedings, Part III , 9-13 Sep 2024 , Vilnius, Lithuania (2024)

  • Tabular Reinforcement learning for Robust, Explainable Crop Rotation Policies Matching Deep Reinforcement Learning Performance
    Goldenits, Georg and Mallinger, Kevin and Neubauer, Thomas and Weippl, Edgar R. In: European Geophysics Union 2024 , april, 14-19th , Vienna (2024)

  • Electrical Flows for Polylogarithmic Competitive Oblivious Routing
    Goranci, Gramoz and Henzinger, Monika and Räcke, Harald and Sachdeva, Sushant and A.R., Sricharan In: 15th Innovations in Theoretical Computer Science (ITCS) , January 30 to Friday February 2, 2024 , Simons Institute for the Theory of Computing on the University of California, Berkeley, USA (2024)

  • A Context Framework for Sense-making of Process Mining Results
    Grisold, Thomas and van der Aa, Han and Franzoi, Sandro and Hartl, Sophie and Mendling, Jan and vom Brocke, Jan In: 6th International Conference on Process Mining, ICPM 2024, Kgs. Lyngby, Denmark, October 14-18, 2024 , October 14-18, 2024 , Kongens Lyngby, Denmark (2024)

  • Mainstream and Alternative Narratives in the Wake of Gun Shootings
    Grobelscheg, Lisa and Kusen, Ema and Strembeck, Mark In: Proceedings of the 8th International Conference on Complexity, Future Information Systems and Risk COMPLEXIS - Volume 1 , 22-23 Apr 2023 , Lisbon, Portugal (2024)

  • Beyond Log and Model Moves in Conformance Checking: Discovering Process-Level Deviation Patterns
    Grohs, Michael and van der Aa, Han and Rehse, Jana-Rebecca In: Business Process Management - 22nd International Conference, BPM 2024, Krakow, Poland, September 1-6, 2024, Proceedings , September 01-06, 2024 , Krakow, Poland (2024)

  • Approximating Multiplicatively Weighted Voronoi Diagrams: Efficient Construction with Linear Size
    Gudmundsson, Joachim and Seybold P., Martin and Wong, Sampson In: 40th International Symposium on Computational Geometry (SoCG 2024) , Tue. 11 - Fri. 14, 2024 , Athens, Greece (2024)

  • A Cloud Resources Portfolio Optimization Business Model - From Theory to Practice
    Haag, Valentin and Kiessler, Maximilian and Pittl, Benedikt and Schikuta, Erich In: 20th International Conference on Economics of Grids, Clouds, Systems & Services 2024 , 26-27. September 2024 , Roma Italy (2024)

  • Expander Hierarchies for Normalized Cuts on Graphs
    Hanauer, Kathrin and Henzinger, Monika and Münk, Robin and Räcke, Harald and Vötsch, Maximilian In: 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD ’24) , 25 August 2024 – 29 August 2024 , Barcelona, Spain (2024)

  • Covering Rectilinear Polygons with Area-Weighted Rectangles
    Hanauer, Kathrin and Seybold P., Martin and Unterweger, Julian In: SIAM Symposium on Algorithm Engineering and Experiments (ALENEX24) , January 7 - 8, 2024 , Alexandria, Virginia, USA (2024)

  • Tighter Bounds for Local Differentially Private Core Decomposition and Densest Subgraph
    Henzinger, Monika and A.R., Sricharan and Zhu, Leqi In: IGAFIT Highlights of Algorithms conferences (HALG24) , June 3-5, 2024 , Zielna Conference Center, Warsaw, Poland (2024)

  • Private Counting of Distinct Elements in the Turnstile Model and Extensions
    Henzinger, Monika and Arunapuram, Sricharan and Steiner, Teresa Anna In: The 28th International Conference on Randomization and Computation , August 28-30, 2024 , London, UK (2024)

  • On the Complexity of Algorithms with Predictions for Dynamic Graph Problems
    Henzinger, Monika and Saha, Barna and Seybold P., Martin and Ye, Christopher In: 15th Innovations in Theoretical Computer Science (ITCS) , January 30 to Friday February 2, 2024 , Simons Institute for the Theory of Computing on the University of California, Berkeley, USA (2024)

  • Causal Discovery among Wind-related Variables in a Wind Farm under Extreme Wind Speed Scenarios: Comparison of Results using Granger Causality and Interactive k-Means Clustering
    Hlavackova-Schindler, Katerina and Hoxhallari, Kejsi and Caumel Morales, Luis and Schicker, Irene and Plant, Claudia In: EGU 2024 - Many shades of causality analysis in Earth Sciences: Methods, challenges and applications , May, 18, 2024 , Vienna, Austria (2024)

  • Detection of Meteorological Variables in a Wind Farm Influencing the Extreme Wind Speed by Heterogenerous Granger Causality
    Hlavackova-Schindler, Katerina and Schicker, Irene and Hoxhallari, Kejsi and Plant, Claudia In: ICLR 2024 Workshop: Tackling Climate Change with Machine Learning , May 7-11, 2024 , Vienna, Austria (2024)

  • Destination Reachable: What ICMPv6 Error Messages Reveal About Their Sources
    Holzbauer, Florian and Maier, Markus and Ullrich, Johanna In: ACM Internet Measurement Conference (IMC) , November 4 - 6, 2024 , Madrid, Spain (2024)

  • Data with Density-Based Clusters: A Generator for Systematic Evaluation of Clustering Algorithms
    Jahn, Philipp and Frey, Christian M. M. and Beer, Anna and Leiber, Collin and Seidl, Thomas In: Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2024, Vilnius, Lithuania, September 9-13, 2024, Proceedings, Part VII , 9-13 Sep 2024 , Vilnius, Lithuania (2024)

  • AgentSimulator: An Agent-based Approach for Data-driven Business Process Simulation
    Kirchdorfer, Lukas and Blümel, Robert and Kampik, Timotheus and van der Aa, Han and Stuckenschmidt, Heiner In: 6th International Conference on Process Mining, ICPM 2024, Kgs. Lyngby, Denmark, October 14-18, 2024 , October 14-18, 2024 , Kongens Lyngby, Denmark (2024)

  • Analysing zero-shot temporal relation extraction on clinical notes using temporal consistency
    Kougia, Vasiliki and Sedova, Anastasiia and Stephan, Andreas and Zaporojets, Klim and Roth, Benjamin In: 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024) , 11-16 August 2024 , Bangkok, Thailand (2024)

  • Looking for Change: A Computer Vision Approach for Concept Drift Detection in Process Mining
    Kraus, Alexander and van der Aa, Han In: Business Process Management - 22nd International Conference, BPM 2024, Krakow, Poland, September 1-6, 2024, Proceedings , Sept. 01-06, 2024 , Krakow, Poland (2024)

  • Attacking Graph Neural Networks with Bit Flips: Weisfeiler and Leman Go Indifferent
    Kummer, Lorenz and Moustafa, Samir and Schrittwieser, Sebastian and Gansterer, Wilfried and Kriege, Nils M. In: ACM International Conference on Knowledge Discovery and Data Mining 2024 , 25th - 29th August, 2024 , Barcelona, Centre de Convencions Internacional de Barcelona (2024)

  • CyKG-RAG: Towards knowledge-graph enhanced retrieval augmented generation for cybersecurity
    Kurniawan, Kabul and Kiesling, Elmar and Ekelhart, Andreas In: RAGE-KG 2024 Workshop at ISWC 2024 , November 11, 2024 – November 15, 2024 , Live! Casino & Hotel Maryland, 7002 Arundel Mills Cir #7777, Hanover, MD 21076, Vereinigte Staaten (2024)

  • The ICS-SEC KG: An Integrated Cybersecurity Resource for Industrial Control Systems
    Kurniawan, Kabul and Kiesling, Elmar and Winkler, Dietmar and Ekelhart, Andreas In: International Semantic Web Conference (ISWC) , November 11, 2024 – November 15, 2024 , Live! Casino & Hotel Maryland, 7002 Arundel Mills Cir #7777, Hanover, MD 21076, Vereinigte Staaten (2024)

  • Contrastive Tuning: A Little Help to Make Masked Autoencoders Forget
    Lehner, Johannes and Alkin, Benedikt and Fürst, Andreas and Rumetshofer, Elisabeth and Miklautz, Lukas and Hochreiter, Sepp In: The 38th Annual AAAI Conference on Artificial Intelligence , February 20-27, 2024 , Vancouver, Canada, Vancouver Convention Centre – West Building (2024)

  • Finding d-Cuts in Graphs of Bounded Diameter, Graphs of Bounded Radius and H-Free Graphs
    Lucke, Felix and Momeni, Ali and Paulusma, Daniël and Smith, Siani In: 50th International Workshop on Graph-Theoretic Concepts in Computer Science (WG 2024) , 19-21 June 2024 , Gozd Martuljek, Slovenia (2024)

  • Functionality learning through specification instructions
    Luz De Araujo, Pedro Henrique and Roth, Benjamin In: Findings of the Association for Computational Linguistics: EMNLP 2024 , Nov 12th to Nov 16th, 2024 , Miami, Florida, USA (2024)

  • A New Exact State Reconstruction Strategy for Conjugate Gradient Methods with Arbitrary Preconditioners
    Mayer, Viktoria and Gansterer, Wilfried In: 2024 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) , May 27-31, 2024 , San Francisco (2024)

  • Python to Kubernetes: A Programming and Resource Management Framework for Compute- and Data-intensive Applications
    Nagiyev, Andrey and Bajrovic, Enes and Benkner, Siegfried In: IEEE International Conference on Parallel and Distributed Systems (ICPADS) , October 10-14th , Belgrade, Serbia (2024)

  • Supporting Architectural Decision Making on Training Strategies in Reinforcement Learning Architectures
    Ntentos, Evangelos and Warnett, Stephen J. and Zdun, Uwe In: 21st IEEE International Conference on Software Architecture ICSA , 04.06.2024-08.06.2024 , India (2024)

  • Challenging Error Correction in Recognised Byzantine Greek
    Pavlopoulos, John and Kougia, Vasiliki and Arias, Esteban Garces and Platanou, Paraskevi and Shabalin, Stepan and Liagkou, Konstantina and Papadatos, Emmanouil and Essler, Holger and Camps, Jean-Baptiste and Fischer, Franz In: 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024) , 11-16 August 2024 , Bangkok, Thailand (2024)

  • Code Obfuscation Classification using Singular Value Decomposition on Grayscale Image Representations
    Raubitzek, Sebastian and Schrittwieser, Sebastian and Lawitschka, Caroline and Mallinger, Kevin and Ekelhart, Andreas and Weippl, Edgar R. In: SECRYPT , 8th - 10th July, 2024 , campus of ESEO Dijon, France (2024)

  • Evaluating the Ability of LLMs to Solve Semantics-Aware Process Mining Tasks
    Rebmann, Adrian and Schmidt, Fabian David and Glavas, Goran and van der Aa, Han In: 6th International Conference on Process Mining, ICPM 2024, Kgs. Lyngby, Denmark, October 14-18, 2024 , October 14-18, 2024 , Kongens Lyngby, Denmark (2024)

  • On Differentiable Bayesian Causal Structure Learning
    Rittel, Simon and Tschiatschek, Sebastian In: 40th Conference on Uncertainty in Artifical Intelligence , 15.-19.07.2024 , Barcelona, Spain (2024)

  • Safe or Scam? An Empirical Simulation Study on Trust Indicators in Online Shopping
    Schrittwieser, Sebastian and Ekelhart, Andreas and Seidl, Esther and Weippl, Edgar R. In: SECRYPT , 8th - 10th July, 2024 , campus of ESEO Dijon, France (2024)

  • To Know or Not To Know? Analyzing Self-Consistency of Large Language Models under Ambiguity
    Sedova, Anastasiia and Litschko, Robert and Frassinelli, Diego and Roth, Benjamin and Plank, Barbara In: The 2024 Conference on Empirical Methods in Natural Language Processing , November 12–16, 2024 , Miami, Florida, USA (2024)

  • ULF: Unsupervised Labeling Function Correction using Cross-Validation for Weak Supervision
    Sedova, Anastasiia and Roth, Benjamin In: Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing , 6-10 Dec 2023 , Singapore (2024)

  • Cloud Programming Languages and Infrastructure From Code: An Empirical Study
    Simhandl, Georg and Zdun, Uwe In: 17th ACM SIGPLAN International Conference on Software Language Engineering (SLE '24), October 20--21, 2024, Pasadena, CA, USA , October 20-21 , Pasadena, CA, USA (2024)

  • Text-Guided Alternative Image Clustering
    Stephan, Andreas and Miklautz, Lukas and Leiber, Collin and Luz de Araujo, Pedro Henrique and Repas, Dominik and Plant, Claudia and Roth, Benjamin In: In Proceedings of the 9th Workshop on Representation Learning for NLP (RepL4NLP-2024) , August 11–16, 2024 , Bangkok, Thailand (2024)

  • Text-Guided Image Clustering
    Stephan, Andreas and Miklautz, Lukas and Sidak, Kevin and Wahle, Jan Philip and Gipp, Bela and Plant, Claudia and Roth, Benjamin In: 18th Conference of the European Chapter of the Association for Computational Linguistics , 17-22 Mar 2024 , St. Julian’s, Malta (2024)

  • Comparing the Effectivity of Planned Cyber Defense Controls in Order to Support the Selection Process
    Tavolato, Paul and Luh, Robert and Eresheim, Sebastian and Gmeiner, Simon and Schrittwieser, Sebastian In: 10th International Conference on Information Systems Security and Privacy (ICISSP) , 26.-28. Feb 2024 , Rome, Italy (2024)

  • Quantifying the Odds in Real World Attack Scenarios
    Tavolato, Paul and Luh, Robert and Eresheim, Sebastian and Gmeiner, Simon and Schrittwieser, Sebastian In: IEEE International Conference on Cyber Security and Resilience (CSR) , August 4–6, 2025 , Chania, Crete, Greece (2024)

  • Tero: Offloading CDN Traffic to Massively Distributed Devices
    Vanerio, Juan and Hügerich, Lily and Schmid, Stefan In: 25th International Conference on Distributed Computing and Networking , 4th - 7th January 2024 , Chennai, India (2024)

  • Baiji: Domain Planning for CDNs under the 95th Percentile Billing Model
    Vanerio, Juan and Jiu, Huiran and Zhang, Qi and Schmid, Stefan In: The International Federation for Information Processing (IFIP) Networking 2024 Conference (NETWORKING 2024) , 3-6 June, 2024 , Thessaloniki, Greece (2024)

  • Digital Twins for Haptic Design Thinking: Application within CoDEMO 5.0
    Voelz, Alexander and Vaidian, Iulia and Muck, Christian In: 18th International Conference on Research Challenges in Information Science (RCIS 2024) , 14-17 May, 2024 , Guimares, Portugal (2024)

  • Digital Twins for Haptic Design Thinking: An Innovative Prototype
    Völz, Alexander and Muck, Christian and Utz, Wilfrid In: 19. Internationale Tagung Wirtschaftsinformatik , 16-19 Sep 2024 , Würzburg (2024)

  • Towards a Comprehensive Evaluation of Decision Rules and Decision Mining Algorithms Beyond Accuracy
    Wais, Beate and Rinderle-Ma, Stefanie In: 36th International Conference on Advanced Information Systems Engineering , 03-07 2024 , Limassol, Cyprus (2024)

  • CLAVELL - Cognitive Linguistic Annotation and Visualization Environment for Language Learning
    Winiwarter, Werner In: Workshop on Cognitive Aspects of the Lexicon @ LREC-COLING 2024 , 20 May 2024 , Turin, Italy (2024)

  • VOLARE - Visual Ontological LAnguage REpresentation
    Winiwarter, Werner In: Fifth International Workshop on Designing Meaning Representations @ LREC-COLING 2024 , 21 May 2024 , Turin, Italy (2024)

  • NEWSROOM: Towards Automating Cyber Situational Awareness Processes and Tools for Cyber Defence
    Wurzenberger, Markus and Krenn, Stephan and Landauer, Max and Skopik, Florian and Perner, Cora and Lötjönen, Jarno and Päijänen, Jani and Gardikis, Georgios and Alabasis, Nikos and Sakerman, Liisa and Omri, Kristiina and Röning, Juha and Halunen, Kimmo and Thouvenot, Vincent and Weise, Martin and Rauber, Andreas and Gkioulos, Vasileios and Katsikas, Sokratis and Sabetta, Luigi and Bonato, Jacobo and Ortíz, Rocío and Navarro, Daniel and Stamatelatos, Nikolaos and Avdoulas, Ioannis and Mayer, Rudolf and Ekelhart, Andreas and Giannoulakis, Ioannis and Kafetzakis, Emmanouil and Corsi, Antonello and Lechner, Ulrike and Schmitt, Corinna In: Proceedings of the 19th International Conference on Availability, Reliability and Security , 30th July- 2nd August, 2024 , University of Vienna, Austria (2024)

  • A Block-Based Programming Environment for Teaching Low-Level Computing (Discussion Paper)
    Wörister, Florian and Knobelsdorf, Maria In: Koli Calling '23: International Conference on Computing Education Research , 13.-19.11.2023 , Koli, Finland (2024)

  • Counterfactual Reasoning with Knowledge Graph Embeddings
    Zellinger, Lena and Stephan, Andreas and Roth, Benjamin In: 18th Conference of the European Chapter of the Association for Computational Linguistics , 17-22 Mar 2024 , St. Julian’s, Malta (2024)

    • Book Section/Chapter

  • Digital Transformation through Conceptual Modeling: The NEMO Summer School Use Case
    Völz, Alexander and Vaidian, Iulia In: Modellierung 2024. Gesellschaft für Informatik e.V., Bonn, pp. 139-156 (2024)

    • Technical Report

  • A Cloud Resources Portfolio Optimization Business Model -- From Theory to Practice
    Haag, Valentin and Kiessler, Maximilian and Pittl, Benedikt and Schikuta, Erich Technical Report. arXiv (2024)

  • Tensions between Preference and Performance: Designing for Visual Exploration of Multi-frequency Medical Network Data
    Knoll, Christian and Koesten, Laura and Rigoni, Isotta and Vulliémoz, Serge and Möller, Torsten Working Paper. UNSPECIFIED (Submitted) (2024)

    • This list was generated on Tue Dec 3 13:14:50 2024 CET.
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