Mohit Kumar

J. Artif. Intell. Res., 2024

Variational Bayesian deep fuzzy models for interpretable classification.

[BibT_eX]

[DOI]

Sukhvir Singh

Juliana Bowles

Eng. Appl. Artif. Intell., 2024

Geometrically Inspired Kernel Machines for Collaborative Learning Beyond Gradient Descent.

[BibT_eX]

[DOI]

Alexander Valentinitsch

CoRR, 2024

On Mitigating the Utility-Loss in Differentially Private Learning: A New Perspective by a Geometrically Inspired Kernel Approach (Abstract Reprint).

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

2023

Membership Mappings for Practical Secure Distributed Deep Learning.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2023

Kernel Affine Hull Machines for Differentially Private Learning.

[BibT_eX]

[DOI]

CoRR, 2023

An Information Theoretic Approach to Privacy-Preserving Interpretable and Transferable Learning.

[BibT_eX]

[DOI]

Algorithms, 2023

Secure Federated Learning with Kernel Affine Hull Machines.

[BibT_eX]

[DOI]

Proceedings of the 31st European Symposium on Artificial Neural Networks, 2023

2022

Variational learning of deep fuzzy theoretic nonparametric model.

[BibT_eX]

[DOI]

Neurocomputing, 2022

Towards Practical Secure Privacy-Preserving Machine (Deep) Learning with Distributed Data.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications - DEXA 2022 Workshops, 2022

2021

An Explainable Fuzzy Theoretic Nonparametric Deep Model for Stress Assessment Using Heartbeat Intervals Analysis.

[BibT_eX]

[DOI]

Matthias Weippert

IEEE Trans. Fuzzy Syst., 2021

AI System Engineering - Key Challenges and Lessons Learned.

[BibT_eX]

[DOI]

Mach. Learn. Knowl. Extr., 2021

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

[BibT_eX]

[DOI]

Michael Rossbory

Inf. Sci., 2021

Gaussian fuzzy theoretic analysis for variational learning of nested compositions.

[BibT_eX]

[DOI]

Sukhvir Singh

Int. J. Approx. Reason., 2021

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

[BibT_eX]

[DOI]

CoRR, 2021

Membership-Mappings for Data Representation Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Membership-Mappings for Data Representation Learning: A Bregman Divergence Based Conditionally Deep Autoencoder.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications - DEXA 2021 Workshops, 2021

Membership-Mappings for Data Representation Learning: Measure Theoretic Conceptualization.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications - DEXA 2021 Workshops, 2021

2020

Fuzzy Membership Functional Analysis for Nonparametric Deep Models of Image Features.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2020

Differentially Private Learning of Distributed Deep Models.

[BibT_eX]

[DOI]

Michael Rossbory

Proceedings of the Adjunct Publication of the 28th ACM Conference on User Modeling, 2020

Beyond federated learning: On confidentiality-critical machine learning applications in industry.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Conference on Industry 4.0 and Smart Manufacturing (ISM 2020), 2020

Variational Optimization of Informational Privacy.

[BibT_eX]

[DOI]

David Brunner

Proceedings of the Database and Expert Systems Applications, 2020

2019

Multi-parameter online measurement IoT system based on BP neural network algorithm.

[BibT_eX]

[DOI]

Jingqing Liu

Neural Comput. Appl., 2019

Special Issue on Human-autonomous Devices for Rehabilitation and Assistance.

[BibT_eX]

[DOI]

J. Ambient Intell. Smart Environ., 2019

Fuzzy theoretic model based analysis of image features.

[BibT_eX]

[DOI]

Inf. Sci., 2019

Analytically derived fuzzy membership functions.

[BibT_eX]

[DOI]

Clust. Comput., 2019

An adaptive fuzzy filter for image denoising.

[BibT_eX]

[DOI]

Clust. Comput., 2019

Artificial Intelligence in China.

[BibT_eX]

[DOI]

Big Data, 2019

Deriving an Optimal Noise Adding Mechanism for Privacy-Preserving Machine Learning.

[BibT_eX]

[DOI]

Michael Rossbory

Proceedings of the Database and Expert Systems Applications, 2019

2018

Application of Improved Least Squares Support Vector Machine in the Forecast of Daily Water Consumption.

[BibT_eX]

[DOI]

Wirel. Pers. Commun., 2018

Medical data fusion algorithm based on Internet of things.

[BibT_eX]

[DOI]

Pers. Ubiquitous Comput., 2018

Medical long-distance monitoring system based on internet of things.

[BibT_eX]

[DOI]

EURASIP J. Wirel. Commun. Netw., 2018

Research on the energy balance algorithm of WSN based on topology control.

[BibT_eX]

[DOI]

EURASIP J. Wirel. Commun. Netw., 2018

Remote sensing image mosaic technology based on SURF algorithm in agriculture.

[BibT_eX]

[DOI]

EURASIP J. Image Video Process., 2018

Integrated development environment model for visual image processing based on Moore nearest neighbor model.

[BibT_eX]

[DOI]

EURASIP J. Image Video Process., 2018

Combining off-the-shelf Image Classifiers with Transfer Learning for Activity Recognition.

[BibT_eX]

[DOI]

Amit Kumar

Kristina Y. Yordanova

Thomas Kirste

Proceedings of the 5th international Workshop on Sensor-based Activity Recognition and Interaction, 2018

2017

Fuzzy theoretic approach to signals and systems: Static systems.

[BibT_eX]

[DOI]

Inf. Sci., 2017

2016

Stochastic Fuzzy Modeling for Ear Imaging Based Child Identification.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2016

Fuzzy Membership Descriptors for Images.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2016

A Stochastic Framework for Robust Fuzzy Filtering and Analysis of Signals - Part I.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2016

2015

A Stochastic Framework for Robust Fuzzy Filtering and Analysis of Signals - Part II.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2015

2013

Stationary Fuzzy Fokker-Planck Learning for Derivative-Free Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2013

2012

Stress Monitoring Based on Stochastic Fuzzy Analysis of Heartbeat Intervals.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2012

Physiological signals to individual assessment for application in wireless health systems.

[BibT_eX]

[DOI]

Proceedings of the International Multi-Conference on Systems, Signals & Devices, 2012

2011

Stationary Fuzzy Fokker-Planck Learning and Stochastic Fuzzy Filtering.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2011

On the combination of fuzzy models.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Automation Science and Engineering, 2011

2010

Fuzzy Filtering for Physiological Signal Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2010

Variational Bayes for a Mixed Stochastic/Deterministic Fuzzy Filter.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2010

A mixture of fuzzy filters applied to the analysis of heartbeat intervals.

[BibT_eX]

[DOI]

Fuzzy Optim. Decis. Mak., 2010

A mathematical programming for predicting molecular formulas in accurate mass spectrometry.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Automation Science and Engineering, 2010

2009

Adaptive Fuzzy Filtering in a Deterministic Setting.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2009

On the Estimation of Parameters of Takagi-Sugeno Fuzzy Filters.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2009

Fuzzy filtering for robust bioconcentration factor modelling.

[BibT_eX]

[DOI]

Environ. Model. Softw., 2009

A fuzzy filtering based system for maximal oxygen uptake prediction using heart rate variability analysis.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Automation Science and Engineering, 2009

2008

Fuzzy Techniques for Subjective Workload-Score Modeling Under Uncertainties.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2008

A fuzzy system for modeling the structure-activity relationships in presence of uncertainties.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE International Conference on Automation Science and Engineering, 2008

2007

Fuzzy Evaluation of Heart Rate Signals for Mental Stress Assessment.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2007

Fuzzy Handling of Uncertainties in Modeling the Inhibition of Glycogen Synthase Kinase-3 by Paullones.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Automation Science and Engineering, 2007

Fuzzy Filtering for an Intelligent Interpretation of Medical Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Automation Science and Engineering, 2007

2006

Deterministic approach to robust adaptive learning of fuzzy models.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2006

A Robust Design Criterion for Interpretable Fuzzy Models With Uncertain Data.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2006

A Min-Max Approach to Fuzzy Clustering, Estimation, and Identification.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2006

An energy-gain bounding approach to robust fuzzy identification.

[BibT_eX]

[DOI]

Autom., 2006

2004

Robust Adaptive Identification of Fuzzy Systems with Uncertain Data.

[BibT_eX]

[DOI]

Fuzzy Optim. Decis. Mak., 2004

Robust Solution to Fuzzy Identification Problem with Uncertain Data by Regularization.

[BibT_eX]

[DOI]

Fuzzy Optim. Decis. Mak., 2004

2003

Regularized Adaptation of Fuzzy Inference Systems. Modelling the Opinion of a Medical Expert about Physical Fitness: An Application.

[BibT_eX]

[DOI]

Fuzzy Optim. Decis. Mak., 2003

Robust Adaptive Fuzzy Identification of Time-Varying Processes with Uncertain Data. Handling Uncertainties in the Physical Fitness Fuzzy Approximation with Real World Medical Data: An Application.

[BibT_eX]

[DOI]