Bernhard Freudenthaler

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 34

Top Topics

Power Transformers

Data Representation

Differentially Private

Top Venues

Publications

Mohit Kumar, Weiping Zhang, Lukas Fischer, Bernhard Freudenthaler
Membership Mappings for Practical Secure Distributed Deep Learning. IEEE Trans. Fuzzy Syst. 31 (8) (2023)
Mohit Kumar, Bernhard Alois Moser, Lukas Fischer, Bernhard Freudenthaler
An Information Theoretic Approach to Privacy-Preserving Interpretable and Transferable Learning. Algorithms 16 (9) (2023)
Somayeh Kargaran, Anna-Christina Glock, Bernhard Freudenthaler, Manuel Freudenberger, Martin Jech
T. DEXA Workshops (2022)
Mohit Kumar, Bernhard Moser, Lukas Fischer, Bernhard Freudenthaler
Towards Practical Secure Privacy-Preserving Machine (Deep) Learning with Distributed Data. DEXA Workshops (2022)
Bernhard Freudenthaler, Jorge Martínez Gil, Anna Fensel, Kai Höfig, Stefan Huber, Dirk Jacob
KI-Net: AI-Based Optimization in Industrial Manufacturing - A Project Overview. EUROCAST (2022)
Mohit Kumar, Weiping Zhang, Lukas Fischer, Bernhard Freudenthaler
Membership-Mappings for Practical Secure Distributed Deep Learning. CoRR (2022)
Mohit Kumar, Bernhard Alois Moser, Lukas Fischer, Bernhard Freudenthaler
Membership-Mappings for Data Representation Learning. CoRR (2021)
Mohit Kumar, Bernhard Moser, Lukas Fischer, Bernhard Freudenthaler
Membership-Mappings for Data Representation Learning: Measure Theoretic Conceptualization. DEXA Workshops (2021)
Salma Mahmoud, Jorge Martínez Gil, Patrick Praher, Bernhard Freudenthaler, Alexander Girkinger
Deep Learning Rule for Efficient Changepoint Detection in the Presence of Non-Linear Trends. DEXA Workshops (2021)
Mohit Kumar, Sukhvir Singh, Bernhard Freudenthaler
Gaussian fuzzy theoretic analysis for variational learning of nested compositions. Int. J. Approx. Reason. 131 (2021)
Jorge Martínez Gil, Georg Buchgeher, David Gabauer, Bernhard Freudenthaler, Dominik Filipiak, Anna Fensel
Root Cause Analysis in the Industrial Domain using Knowledge Graphs: A Case Study on Power Transformers. ISM (2021)
Mohit Kumar, Weiping Zhang, Matthias Weippert, Bernhard Freudenthaler
An Explainable Fuzzy Theoretic Nonparametric Deep Model for Stress Assessment Using Heartbeat Intervals Analysis. IEEE Trans. Fuzzy Syst. 29 (12) (2021)
Mohit Kumar, Bernhard Alois Moser, Lukas Fischer, Bernhard Freudenthaler
Information Theoretic Evaluation of Privacy-Leakage, Interpretability, and Transferability for a Novel Trustworthy AI Framework. CoRR (2021)
Mohit Kumar, Bernhard Moser, Lukas Fischer, Bernhard Freudenthaler
Membership-Mappings for Data Representation Learning: A Bregman Divergence Based Conditionally Deep Autoencoder. DEXA Workshops (2021)
Mohit Kumar, Michael Rossbory, Bernhard Alois Moser, Bernhard Freudenthaler
An optimal (∊, δ)-differentially private learning of distributed deep fuzzy models. Inf. Sci. 546 (2021)
Mohit Kumar, Bernhard Freudenthaler
Fuzzy Membership Functional Analysis for Nonparametric Deep Models of Image Features. IEEE Trans. Fuzzy Syst. 28 (12) (2020)
Mohit Kumar, Michael Rossbory, Bernhard Alois Moser, Bernhard Freudenthaler
Differentially Private Learning of Distributed Deep Models. UMAP (Adjunct Publication) (2020)
Mohit Kumar, David Brunner, Bernhard Alois Moser, Bernhard Freudenthaler
Variational Optimization of Informational Privacy. DEXA Workshops (2020)
Salma Mahmoud, Florian Sobieczky, Jorge Martínez Gil, Patrick Praher, Bernhard Freudenthaler
Decay-parameter Diagnosis in Industrial Domains by Robustness through Isotonic Regression. ISM (2020)
Patrick Praher, Bernhard Freudenthaler, Werner Schröder, Florian Sobieczky
Enhancing Industrial Maintenance Through Intelligent Data Analysis. EUROCAST (2) (2019)
Jorge Martínez Gil, Reinhard Stumptner, Christian Lettner, Mario Pichler, Salma Mahmoud, Patrick Praher, Bernhard Freudenthaler
General Model for Tracking Manufacturing Products Using Graph Databases. SIMPDA (2019)
Jorge Martínez Gil, Bernhard Freudenthaler, A Min Tjoa
Multiple Choice Question Answering in the Legal Domain Using Reinforced Co-occurrence. DEXA (1) (2019)
Mohit Kumar, Michael Rossbory, Bernhard Alois Moser, Bernhard Freudenthaler
Deriving an Optimal Noise Adding Mechanism for Privacy-Preserving Machine Learning. DEXA Workshops (2019)
Jorge Martínez Gil, Bernhard Freudenthaler
Optimal Selection of Training Courses for Unemployed People based on Stable Marriage Model. iiWAS (2019)
Jorge Martínez Gil, Bernhard Freudenthaler, A Min Tjoa
A General Framework for Multiple Choice Question Answering Based on Mutual Information and Reinforced Co-occurrence. Trans. Large Scale Data Knowl. Centered Syst. 42 (2019)
Jorge Martínez Gil, Bernhard Freudenthaler, Thomas Natschläger
Recommendation of Job Offers Using Random Forests and Support Vector Machines. EDBT/ICDT Workshops (2018)
Jorge Martínez Gil, Bernhard Freudenthaler, Thomas Natschläger
Automatic recommendation of prognosis measures for mechanical components based on massive text mining. Int. J. Web Inf. Syst. 14 (4) (2018)
Andreea Buga, Bernhard Freudenthaler, Jorge Martínez Gil, Sorana Tania Nemes, Alejandra Lorena Paoletti
Management of accurate profile matching using multi-cloud service interaction. iiWAS (2017)
Jorge Martínez Gil, Bernhard Freudenthaler, Thomas Natschläger
Automatic recommendation of prognosis measures for mechanical components based on massive text mining. iiWAS (2017)
Bernhard Freudenthaler, Reinhard Stumptner
Adaptive Flood Forecasting for Small Catchment Areas. EUROCAST (2015)
Klaus-Dieter Schewe, Verena Geist, Christa Illibauer, Felix Kossak, Christine Natschläger-Carpella, Theodorich Kopetzky, Jan Kubovy, Bernhard Freudenthaler, Thomas Ziebermayr
Horizontal Business Process Model Integration. Trans. Large Scale Data Knowl. Centered Syst. 18 (2015)
Reinhard Stumptner, Christian Lettner, Bernhard Freudenthaler
Combining Relational and NoSQL Database Systems for Processing Sensor Data in Disaster Management. EUROCAST (2015)
Reinhard Stumptner, Christian Lettner, Bernhard Freudenthaler, Josef Pichler, Wilhelm Kirchmayr, Ewald Draxler
Maintaining and Analyzing Production Process Definitions Using a Tree-Based Similarity Measure. ICCBR (2015)
Jorge Martínez Gil, Georgios C. Chasparis, Andreas Bögl, Christa Illibauer, Bernhard Freudenthaler, Thomas Natschläger
Framework for Fast Prototyping of Energy-Saving Controllers. DEXA Workshops (2015)
Jorge Martínez Gil, Georgios C. Chasparis, Bernhard Freudenthaler, Thomas Natschläger
Realistic User Behavior Modeling for Energy Saving in Residential Buildings. DEXA Workshops (2014)
Andreea-Hilda Kosorus, Mariya Zhariy, Thomas Natschläger, Bernhard Freudenthaler, Josef Küng
On the Relevance of Graphical Causal Models for Failure Detection for Industrial Machinery. EUROCAST (1) (2013)
Jorge Martínez Gil, Bernhard Freudenthaler, Thomas Natschläger
Modeling User Behavior through Electricity Consumption Patterns. DEXA Workshops (2013)
Reinhard Stumptner, Bernhard Freudenthaler, Markus Krenn
BIAccelerator - A Template-Based Approach for Rapid ETL Development. ISMIS (2012)
Christine Natschläger, Verena Geist, Felix Kossak, Bernhard Freudenthaler
Optional Activities in Process Flows. EMISA (2012)
Kamil Matousek, Petr Kremen, Josef Küng, Reinhard Stumptner, Stefan Anderlik, Bernhard Freudenthaler
On Transforming a Knowledge Base from Topic Maps to OWL. EUROCAST (1) (2011)
Bernhard Freudenthaler
CBRSHM - A Case-Based Decision Support System for Semi-Automated Assessment of Structures in Terms of Structural Health Monitoring. ICCBR (2011)
Reinhard Stumptner, Bernhard Freudenthaler, Jürgen Hönigl, Karl Rehrl, Josef Küng
Using GPS Trajectories to Create a Dynamic Network of Significant Locations as an Abstraction of Road Maps. EUROCAST (1) (2011)
Thomas Ziebermayr, Bernhard Freudenthaler
A Proposal for Anarchy in SOA Governance: Make Services, Not Rules. DEXA Workshops (2011)
Christian Lettner, Christian Hawel, Bernhard Freudenthaler, Ewald Draxler
Conceptual Models for Metadata Integration and Architecture Evolution. KEOD (2010)
Stefan Anderlik, Reinhard Stumptner, Bernhard Freudenthaler, Martin Fritz
A proposal for ontology-based integration of heterogeneous decision support systems for structural health monitoring. iiWAS (2010)
Reinhard Stumptner, Bernhard Freudenthaler, Josef Küng
On Similarity in Case-Based Reasoning for Structural Health Monitoring. EUROCAST (2009)
Ernst Forstner, Reinhard Stumptner, Bernhard Freudenthaler, Josef Küng
VCDECIS - Knowledge Online Advanced Content Management Using a Semantic Network. DEXA Workshops (2007)