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Bernhard Freudenthaler
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2020 – today
- 2023
- [j9]Mohit Kumar, Bernhard Alois Moser, Lukas Fischer
, Bernhard Freudenthaler:
An Information Theoretic Approach to Privacy-Preserving Interpretable and Transferable Learning. Algorithms 16(9): 450 (2023) - [j8]Mohit Kumar
Membership Mappings for Practical Secure Distributed Deep Learning. IEEE Trans. Fuzzy Syst. 31(8): 2617-2631 (2023) - 2022
- [c35]Mohit Kumar, Bernhard Moser, Lukas Fischer
Towards Practical Secure Privacy-Preserving Machine (Deep) Learning with Distributed Data. DEXA Workshops 2022: 55-66 - [c34]Somayeh Kargaran, Anna-Christina Glock, Bernhard Freudenthaler, Manuel Freudenberger, Martin Jech
An Untold Tale of Scientific Collaboration: SCCH and AC2T. DEXA Workshops 2022: 119-128 - [c33]Bernhard Freudenthaler, Jorge Martínez Gil
KI-Net: AI-Based Optimization in Industrial Manufacturing - A Project Overview. EUROCAST 2022: 554-561 - [i3]Mohit Kumar, Weiping Zhang, Lukas Fischer
Membership-Mappings for Practical Secure Distributed Deep Learning. CoRR abs/2204.05765 (2022) - 2021
- [j7]Mohit Kumar
Gaussian fuzzy theoretic analysis for variational learning of nested compositions. Int. J. Approx. Reason. 131: 1-29 (2021) - [j6]Mohit Kumar
An optimal (∊, δ)-differentially private learning of distributed deep fuzzy models. Inf. Sci. 546: 87-120 (2021) - [j5]Mohit Kumar
An Explainable Fuzzy Theoretic Nonparametric Deep Model for Stress Assessment Using Heartbeat Intervals Analysis. IEEE Trans. Fuzzy Syst. 29(12): 3873-3886 (2021) - [c32]Mohit Kumar, Bernhard Moser, Lukas Fischer
Membership-Mappings for Data Representation Learning: Measure Theoretic Conceptualization. DEXA Workshops 2021: 127-137 - [c31]Mohit Kumar, Bernhard Moser, Lukas Fischer
Membership-Mappings for Data Representation Learning: A Bregman Divergence Based Conditionally Deep Autoencoder. DEXA Workshops 2021: 138-147 - [c30]Salma Mahmoud, Jorge Martínez Gil
Deep Learning Rule for Efficient Changepoint Detection in the Presence of Non-Linear Trends. DEXA Workshops 2021: 184-191 - [c29]Jorge Martínez Gil
Root Cause Analysis in the Industrial Domain using Knowledge Graphs: A Case Study on Power Transformers. ISM 2021: 944-953 - [i2]Mohit Kumar, Bernhard Alois Moser, Lukas Fischer, Bernhard Freudenthaler:
Membership-Mappings for Data Representation Learning. CoRR abs/2104.07060 (2021) - [i1]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 abs/2106.06046 (2021) - 2020
- [j4]Mohit Kumar
Fuzzy Membership Functional Analysis for Nonparametric Deep Models of Image Features. IEEE Trans. Fuzzy Syst. 28(12): 3345-3359 (2020) - [c28]Mohit Kumar, David Brunner, Bernhard Alois Moser, Bernhard Freudenthaler:
Variational Optimization of Informational Privacy. DEXA Workshops 2020: 32-47 - [c27]Salma Mahmoud, Florian Sobieczky, Jorge Martínez Gil, Patrick Praher, Bernhard Freudenthaler:
Decay-parameter Diagnosis in Industrial Domains by Robustness through Isotonic Regression. ISM 2020: 466-475 - [c26]Mohit Kumar, Michael Rossbory, Bernhard Alois Moser
Differentially Private Learning of Distributed Deep Models. UMAP (Adjunct Publication) 2020: 193-200
2010 – 2019
- 2019
- [j3]Jorge Martínez Gil
A General Framework for Multiple Choice Question Answering Based on Mutual Information and Reinforced Co-occurrence. Trans. Large Scale Data Knowl. Centered Syst. 42: 91-110 (2019) - [c25]Jorge Martínez Gil
Multiple Choice Question Answering in the Legal Domain Using Reinforced Co-occurrence. DEXA (1) 2019: 138-148 - [c24]Mohit Kumar, Michael Rossbory, Bernhard Alois Moser
Deriving an Optimal Noise Adding Mechanism for Privacy-Preserving Machine Learning. DEXA Workshops 2019: 108-118 - [c23]Patrick Praher, Bernhard Freudenthaler, Werner Schröder, Florian Sobieczky:
Enhancing Industrial Maintenance Through Intelligent Data Analysis. EUROCAST (2) 2019: 469-476 - [c22]Jorge Martínez Gil
Optimal Selection of Training Courses for Unemployed People based on Stable Marriage Model. iiWAS 2019: 260-266 - [c21]Jorge Martínez Gil
General Model for Tracking Manufacturing Products Using Graph Databases. SIMPDA 2019: 86-100 - 2018
- [j2]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): 480-494 (2018) - [c20]Jorge Martínez Gil, Bernhard Freudenthaler, Thomas Natschläger:
Recommendation of Job Offers Using Random Forests and Support Vector Machines. EDBT/ICDT Workshops 2018: 22-27 - 2017
- [c19]Jorge Martínez Gil
Automatic recommendation of prognosis measures for mechanical components based on massive text mining. iiWAS 2017: 32-39 - [c18]Andreea Buga, Bernhard Freudenthaler, Jorge Martínez Gil
Management of accurate profile matching using multi-cloud service interaction. iiWAS 2017: 161-165 - 2016
- [b2]Felix Kossak, Christa Illibauer, Verena Geist, Christine Natschläger, Thomas Ziebermayr, Bernhard Freudenthaler, Theodorich Kopetzky
Hagenberg Business Process Modelling Method. Springer 2016, ISBN 978-3-319-30495-3, pp. 1-255 - 2015
- [j1]Klaus-Dieter Schewe, Verena Geist, Christa Illibauer, Felix Kossak
Horizontal Business Process Model Integration. Trans. Large Scale Data Knowl. Centered Syst. 18: 30-52 (2015) - [c17]Jorge Martínez Gil
Framework for Fast Prototyping of Energy-Saving Controllers. DEXA Workshops 2015: 68-72 - [c16]Bernhard Freudenthaler, Reinhard Stumptner:
Adaptive Flood Forecasting for Small Catchment Areas. EUROCAST 2015: 211-218 - [c15]Reinhard Stumptner, Christian Lettner, Bernhard Freudenthaler:
Combining Relational and NoSQL Database Systems for Processing Sensor Data in Disaster Management. EUROCAST 2015: 663-670 - [c14]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: 366-380 - 2014
- [b1]Felix Kossak, Christa Illibauer, Verena Geist, Jan Kubovy, Christine Natschläger, Thomas Ziebermayr, Theodorich Kopetzky, Bernhard Freudenthaler, Klaus-Dieter Schewe:
A Rigorous Semantics for BPMN 2.0 Process Diagrams. Springer 2014, ISBN 978-3-319-09930-9, pp. 1-197 - [c13]Jorge Martínez Gil
Realistic User Behavior Modeling for Energy Saving in Residential Buildings. DEXA Workshops 2014: 121-125 - 2013
- [c12]Jorge Martínez Gil
Modeling User Behavior through Electricity Consumption Patterns. DEXA Workshops 2013: 204-208 - [c11]Andreea-Hilda Kosorus
On the Relevance of Graphical Causal Models for Failure Detection for Industrial Machinery. EUROCAST (1) 2013: 174-181 - 2012
- [c10]Christine Natschläger, Verena Geist, Felix Kossak, Bernhard Freudenthaler:
Optional Activities in Process Flows. EMISA 2012: 67-80 - [c9]Reinhard Stumptner, Bernhard Freudenthaler, Markus Krenn:
BIAccelerator - A Template-Based Approach for Rapid ETL Development. ISMIS 2012: 435-444 - 2011
- [c8]Thomas Ziebermayr, Bernhard Freudenthaler:
A Proposal for Anarchy in SOA Governance: Make Services, Not Rules. DEXA Workshops 2011: 56-59 - [c7]Reinhard Stumptner, Bernhard Freudenthaler, Jürgen Hönigl, Karl Rehrl
Using GPS Trajectories to Create a Dynamic Network of Significant Locations as an Abstraction of Road Maps. EUROCAST (1) 2011: 161-168 - [c6]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: 208-215 - [c5]Bernhard Freudenthaler:
CBRSHM - A Case-Based Decision Support System for Semi-Automated Assessment of Structures in Terms of Structural Health Monitoring. ICCBR 2011: 437-451 - 2010
- [c4]Christian Lettner, Christian Hawel, Bernhard Freudenthaler, Ewald Draxler:
Conceptual Models for Metadata Integration and Architecture Evolution. KEOD 2010: 269-275 - [c3]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: 168-175
2000 – 2009
- 2009
- [c2]Reinhard Stumptner, Bernhard Freudenthaler, Josef Küng:
On Similarity in Case-Based Reasoning for Structural Health Monitoring. EUROCAST 2009: 231-238 - [p1]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:
Information and Semantics in Databases and on the Web. Hagenberg Research 2009: 281-331 - 2007
- [c1]Ernst Forstner, Reinhard Stumptner, Bernhard Freudenthaler, Josef Küng:
VCDECIS - Knowledge Online Advanced Content Management Using a Semantic Network. DEXA Workshops 2007: 312-316
Coauthor Index
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