Bernhard Freudenthaler

50 papers C 10Journal 12Unranked 25

Year	Rank	Type	Title / Venue / Authors
2023	J	`jnl`	An Information Theoretic Approach to Privacy-Preserving Interpretable and Transferable Learning. Algorithms Mohit Kumar, Bernhard Alois Moser, Lukas Fischer, Bernhard Freudenthaler
2023	J	`jnl`	Membership Mappings for Practical Secure Distributed Deep Learning. IEEE Trans. Fuzzy Syst. Mohit Kumar, Weiping Zhang, Lukas Fischer, Bernhard Freudenthaler
2022	—	`conf`	An Untold Tale of Scientific Collaboration: SCCH and AC DEXA Workshops Somayeh Kargaran, Anna-Christina Glock, Bernhard Freudenthaler, Manuel Freudenberger, Martin Jech
2022	—	`conf`	KI-Net: AI-Based Optimization in Industrial Manufacturing - A Project Overview. EUROCAST Bernhard Freudenthaler, Jorge Martinez-Gil, Anna Fensel, Kai Höfig, Stefan Huber, Dirk Jacob
2022	J	`jnl`	Membership-Mappings for Practical Secure Distributed Deep Learning. CoRR Mohit Kumar, Weiping Zhang, Lukas Fischer, Bernhard Freudenthaler
2022	—	`conf`	Towards Practical Secure Privacy-Preserving Machine (Deep) Learning with Distributed Data. DEXA Workshops Mohit Kumar, Bernhard Moser, Lukas Fischer, Bernhard Freudenthaler
2021	J	`jnl`	An Explainable Fuzzy Theoretic Nonparametric Deep Model for Stress Assessment Using Heartbeat Intervals Analysis. IEEE Trans. Fuzzy Syst. Mohit Kumar, Weiping Zhang, Matthias Weippert, Bernhard Freudenthaler
2021	J	`jnl`	An optimal (∊, δ)-differentially private learning of distributed deep fuzzy models. Inf. Sci. Mohit Kumar, Michael Rossbory, Bernhard Alois Moser, Bernhard Freudenthaler
2021	—	`conf`	Deep Learning Rule for Efficient Changepoint Detection in the Presence of Non-Linear Trends. DEXA Workshops Salma Mahmoud, Jorge Martinez-Gil, Patrick Praher, Bernhard Freudenthaler, Alexander Girkinger
2021	J	`jnl`	Gaussian fuzzy theoretic analysis for variational learning of nested compositions. Int. J. Approx. Reason. Mohit Kumar, Sukhvir Singh, Bernhard Freudenthaler
2021	J	`jnl`	Information Theoretic Evaluation of Privacy-Leakage, Interpretability, and Transferability for a Novel Trustworthy AI Framework. CoRR Mohit Kumar, Bernhard Alois Moser, Lukas Fischer, Bernhard Freudenthaler
2021	J	`jnl`	Membership-Mappings for Data Representation Learning. CoRR Mohit Kumar, Bernhard Alois Moser, Lukas Fischer, Bernhard Freudenthaler
2021	—	`conf`	Membership-Mappings for Data Representation Learning: A Bregman Divergence Based Conditionally Deep Autoencoder. DEXA Workshops Mohit Kumar, Bernhard Moser, Lukas Fischer, Bernhard Freudenthaler
2021	—	`conf`	Membership-Mappings for Data Representation Learning: Measure Theoretic Conceptualization. DEXA Workshops Mohit Kumar, Bernhard Moser, Lukas Fischer, Bernhard Freudenthaler
2021	C	`conf`	Root Cause Analysis in the Industrial Domain using Knowledge Graphs: A Case Study on Power Transformers. ISM Jorge Martinez-Gil, Georg Buchgeher, David Gabauer, Bernhard Freudenthaler, Dominik Filipiak, Anna Fensel
2020	C	`conf`	Decay-parameter Diagnosis in Industrial Domains by Robustness through Isotonic Regression. ISM Salma Mahmoud, Florian Sobieczky, Jorge Martinez-Gil, Patrick Praher, Bernhard Freudenthaler
2020	—	`conf`	Differentially Private Learning of Distributed Deep Models. UMAP (Adjunct Publication) Mohit Kumar, Michael Rossbory, Bernhard Alois Moser, Bernhard Freudenthaler
2020	J	`jnl`	Fuzzy Membership Functional Analysis for Nonparametric Deep Models of Image Features. IEEE Trans. Fuzzy Syst. Mohit Kumar, Bernhard Freudenthaler
2020	—	`conf`	Variational Optimization of Informational Privacy. DEXA Workshops Mohit Kumar, David Brunner, Bernhard Alois Moser, Bernhard Freudenthaler
2019	J	`jnl`	A General Framework for Multiple Choice Question Answering Based on Mutual Information and Reinforced Co-occurrence. Trans. Large Scale Data Knowl. Centered Syst. Jorge Martinez-Gil, Bernhard Freudenthaler, A Min Tjoa
2019	—	`conf`	Deriving an Optimal Noise Adding Mechanism for Privacy-Preserving Machine Learning. DEXA Workshops Mohit Kumar, Michael Rossbory, Bernhard Alois Moser, Bernhard Freudenthaler
2019	—	`conf`	Enhancing Industrial Maintenance Through Intelligent Data Analysis. EUROCAST (2) Patrick Praher, Bernhard Freudenthaler, Werner Schröder, Florian Sobieczky
2019	—	`conf`	General Model for Tracking Manufacturing Products Using Graph Databases. SIMPDA Jorge Martinez-Gil, Reinhard Stumptner, Christian Lettner, Mario Pichler, Salma Mahmoud, Patrick Praher, Bernhard Freudenthaler
2019	—	`conf`	Multiple Choice Question Answering in the Legal Domain Using Reinforced Co-occurrence. DEXA (1) Jorge Martinez-Gil, Bernhard Freudenthaler, A Min Tjoa
2019	C	`conf`	Optimal Selection of Training Courses for Unemployed People based on Stable Marriage Model. iiWAS Jorge Martinez-Gil, Bernhard Freudenthaler
2018	J	`jnl`	Automatic recommendation of prognosis measures for mechanical components based on massive text mining. Int. J. Web Inf. Syst. Jorge Martinez-Gil, Bernhard Freudenthaler, Thomas Natschläger
2018	—	`conf`	Recommendation of Job Offers Using Random Forests and Support Vector Machines. EDBT/ICDT Workshops Jorge Martinez-Gil, Bernhard Freudenthaler, Thomas Natschläger
2017	C	`conf`	Automatic recommendation of prognosis measures for mechanical components based on massive text mining. iiWAS Jorge Martinez-Gil, Bernhard Freudenthaler, Thomas Natschläger
2017	C	`conf`	Management of accurate profile matching using multi-cloud service interaction. iiWAS Andreea Buga, Bernhard Freudenthaler, Jorge Martinez-Gil, Sorana Tania Nemes, Alejandra Lorena Paoletti
2016	—	`book`	Hagenberg Business Process Modelling Method Felix Kossak, Christa Illibauer, Verena Geist, Christine Natschläger, Thomas Ziebermayr, Bernhard Freudenthaler, Theodorich Kopetzky, Klaus-Dieter Schewe
2015	—	`conf`	Adaptive Flood Forecasting for Small Catchment Areas. EUROCAST Bernhard Freudenthaler, Reinhard Stumptner
2015	—	`conf`	Combining Relational and NoSQL Database Systems for Processing Sensor Data in Disaster Management. EUROCAST Reinhard Stumptner, Christian Lettner, Bernhard Freudenthaler
2015	—	`conf`	Framework for Fast Prototyping of Energy-Saving Controllers. DEXA Workshops Jorge Martinez-Gil, Georgios C. Chasparis, Andreas Bögl, Christa Illibauer, Bernhard Freudenthaler, Thomas Natschläger
2015	J	`jnl`	Horizontal Business Process Model Integration. Trans. Large Scale Data Knowl. Centered Syst. Klaus-Dieter Schewe, Verena Geist, Christa Illibauer, Felix Kossak, Christine Natschläger-Carpella, Theodorich Kopetzky, Jan Kubovy, Bernhard Freudenthaler, Thomas Ziebermayr
2015	C	`conf`	Maintaining and Analyzing Production Process Definitions Using a Tree-Based Similarity Measure. ICCBR Reinhard Stumptner, Christian Lettner, Bernhard Freudenthaler, Josef Pichler, Wilhelm Kirchmayr, Ewald Draxler
2014	—	`book`	A Rigorous Semantics for BPMN 2.0 Process Diagrams Felix Kossak, Christa Illibauer, Verena Geist, Jan Kubovy, Christine Natschläger, Thomas Ziebermayr, Theodorich Kopetzky, Bernhard Freudenthaler, Klaus-Dieter Schewe
2014	—	`conf`	Realistic User Behavior Modeling for Energy Saving in Residential Buildings. DEXA Workshops Jorge Martinez-Gil, Georgios C. Chasparis, Bernhard Freudenthaler, Thomas Natschläger
2013	—	`conf`	Modeling User Behavior through Electricity Consumption Patterns. DEXA Workshops Jorge Martinez-Gil, Bernhard Freudenthaler, Thomas Natschläger
2013	—	`conf`	On the Relevance of Graphical Causal Models for Failure Detection for Industrial Machinery. EUROCAST (1) Andreea-Hilda Kosorus, Mariya Zhariy, Thomas Natschläger, Bernhard Freudenthaler, Josef Küng
2012	C	`conf`	BIAccelerator - A Template-Based Approach for Rapid ETL Development. ISMIS Reinhard Stumptner, Bernhard Freudenthaler, Markus Krenn
2012	—	`conf`	Optional Activities in Process Flows. EMISA Christine Natschläger, Verena Geist, Felix Kossak, Bernhard Freudenthaler
2011	—	`conf`	A Proposal for Anarchy in SOA Governance: Make Services, Not Rules. DEXA Workshops Thomas Ziebermayr, Bernhard Freudenthaler
2011	C	`conf`	CBRSHM - A Case-Based Decision Support System for Semi-Automated Assessment of Structures in Terms of Structural Health Monitoring. ICCBR Bernhard Freudenthaler
2011	—	`conf`	On Transforming a Knowledge Base from Topic Maps to OWL. EUROCAST (1) Kamil Matousek, Petr Kremen, Josef Küng, Reinhard Stumptner, Stefan Anderlik, Bernhard Freudenthaler
2011	—	`conf`	Using GPS Trajectories to Create a Dynamic Network of Significant Locations as an Abstraction of Road Maps. EUROCAST (1) Reinhard Stumptner, Bernhard Freudenthaler, Jürgen Hönigl, Karl Rehrl, Josef Küng
2010	C	`conf`	A proposal for ontology-based integration of heterogeneous decision support systems for structural health monitoring. iiWAS Stefan Anderlik, Reinhard Stumptner, Bernhard Freudenthaler, Martin Fritz
2010	C	`conf`	Conceptual Models for Metadata Integration and Architecture Evolution. KEOD Christian Lettner, Christian Hawel, Bernhard Freudenthaler, Ewald Draxler
2009	—	`ch.`	Information and Semantics in Databases and on the Web. Hagenberg Research Roland R. Wagner, Josef Küng, Birgit Pröll, Christina Buttinger, Christina Feilmayr, Bernhard Freudenthaler, Michael Guttenbrunner, Christian Hawel, Melanie Himsl, Daniel Jabornig, Werner Leithner, Stefan Parzer, Reinhard Stumptner, Stefan Wagner, Wolfram Wöß
2009	—	`conf`	On Similarity in Case-Based Reasoning for Structural Health Monitoring. EUROCAST Reinhard Stumptner, Bernhard Freudenthaler, Josef Küng
2007	—	`conf`	VCDECIS - Knowledge Online Advanced Content Management Using a Semantic Network. DEXA Workshops Ernst Forstner, Reinhard Stumptner, Bernhard Freudenthaler, Josef Küng