Bernhard Freudenthaler

According to our database1, Bernhard Freudenthaler authored at least 40 papers between 2007 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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On csauthors.net:

Bibliography

2021
An optimal (∊, δ)-differentially private learning of distributed deep fuzzy models.
Inf. Sci., 2021

Gaussian fuzzy theoretic analysis for variational learning of nested compositions.
Int. J. Approx. Reason., 2021

Information Theoretic Evaluation of Privacy-Leakage, Interpretability, and Transferability for a Novel Trustworthy AI Framework.
CoRR, 2021

Membership-Mappings for Data Representation Learning.
CoRR, 2021

Deep Learning Rule for Efficient Changepoint Detection in the Presence of Non-Linear Trends.
Proceedings of the Database and Expert Systems Applications - DEXA 2021 Workshops, 2021

Membership-Mappings for Data Representation Learning: A Bregman Divergence Based Conditionally Deep Autoencoder.
Proceedings of the Database and Expert Systems Applications - DEXA 2021 Workshops, 2021

Membership-Mappings for Data Representation Learning: Measure Theoretic Conceptualization.
Proceedings of the Database and Expert Systems Applications - DEXA 2021 Workshops, 2021

2020
Fuzzy Membership Functional Analysis for Nonparametric Deep Models of Image Features.
IEEE Trans. Fuzzy Syst., 2020

Differentially Private Learning of Distributed Deep Models.
Proceedings of the Adjunct Publication of the 28th ACM Conference on User Modeling, 2020

Variational Optimization of Informational Privacy.
Proceedings of the Database and Expert Systems Applications, 2020

2019
A General Framework for Multiple Choice Question Answering Based on Mutual Information and Reinforced Co-occurrence.
Trans. Large Scale Data Knowl. Centered Syst., 2019

General Model for Tracking Manufacturing Products Using Graph Databases.
Proceedings of the Data-Driven Process Discovery and Analysis, 2019

Optimal Selection of Training Courses for Unemployed People based on Stable Marriage Model.
Proceedings of the 21st International Conference on Information Integration and Web-based Applications & Services, 2019

Enhancing Industrial Maintenance Through Intelligent Data Analysis.
Proceedings of the Computer Aided Systems Theory - EUROCAST 2019, 2019

Deriving an Optimal Noise Adding Mechanism for Privacy-Preserving Machine Learning.
Proceedings of the Database and Expert Systems Applications, 2019

Multiple Choice Question Answering in the Legal Domain Using Reinforced Co-occurrence.
Proceedings of the Database and Expert Systems Applications, 2019

2018
Automatic recommendation of prognosis measures for mechanical components based on massive text mining.
Int. J. Web Inf. Syst., 2018

Recommendation of Job Offers Using Random Forests and Support Vector Machines.
Proceedings of the Workshops of the EDBT/ICDT 2018 Joint Conference (EDBT/ICDT 2018), 2018

2017
Management of accurate profile matching using multi-cloud service interaction.
Proceedings of the 19th International Conference on Information Integration and Web-based Applications & Services, 2017

2016
Hagenberg Business Process Modelling Method
Springer, ISBN: 978-3-319-30496-0, 2016

2015
Horizontal Business Process Model Integration.
Trans. Large Scale Data Knowl. Centered Syst., 2015

Maintaining and Analyzing Production Process Definitions Using a Tree-Based Similarity Measure.
Proceedings of the Case-Based Reasoning Research and Development, 2015

Combining Relational and NoSQL Database Systems for Processing Sensor Data in Disaster Management.
Proceedings of the Computer Aided Systems Theory - EUROCAST 2015, 2015

Adaptive Flood Forecasting for Small Catchment Areas.
Proceedings of the Computer Aided Systems Theory - EUROCAST 2015, 2015

Framework for Fast Prototyping of Energy-Saving Controllers.
Proceedings of the 26th International Workshop on Database and Expert Systems Applications, 2015

2014
Realistic User Behavior Modeling for Energy Saving in Residential Buildings.
Proceedings of the 25th International Workshop on Database and Expert Systems Applications, 2014

A Rigorous Semantics for BPMN 2.0 Process Diagrams
Springer, ISBN: 978-3-319-09931-6, 2014

2013
On the Relevance of Graphical Causal Models for Failure Detection for Industrial Machinery.
Proceedings of the Computer Aided Systems Theory - EUROCAST 2013, 2013

Modeling User Behavior through Electricity Consumption Patterns.
Proceedings of the 24th International Workshop on Database and Expert Systems Applications, 2013

2012
BIAccelerator - A Template-Based Approach for Rapid ETL Development.
Proceedings of the Foundations of Intelligent Systems - 20th International Symposium, 2012

Optional Activities in Process Flows.
Proceedings of the EMISA 2012, 2012

2011
CBRSHM - A Case-Based Decision Support System for Semi-Automated Assessment of Structures in Terms of Structural Health Monitoring.
Proceedings of the Case-Based Reasoning Research and Development, 2011

Using GPS Trajectories to Create a Dynamic Network of Significant Locations as an Abstraction of Road Maps.
Proceedings of the Computer Aided Systems Theory - EUROCAST 2011, 2011

On Transforming a Knowledge Base from Topic Maps to OWL.
Proceedings of the Computer Aided Systems Theory - EUROCAST 2011, 2011

A Proposal for Anarchy in SOA Governance: Make Services, Not Rules.
Proceedings of the 2011 Database and Expert Systems Applications, 2011

2010
A proposal for ontology-based integration of heterogeneous decision support systems for structural health monitoring.
Proceedings of the iiWAS'2010, 2010

Conceptual Models for Metadata Integration and Architecture Evolution.
Proceedings of the KEOD 2010, 2010

2009
On Similarity in Case-Based Reasoning for Structural Health Monitoring.
Proceedings of the Computer Aided Systems Theory, 2009


2007
VCDECIS - Knowledge Online Advanced Content Management Using a Semantic Network.
Proceedings of the 18th International Workshop on Database and Expert Systems Applications (DEXA 2007), 2007


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