| Publication | Date of Publication | Type |
|---|
| Statistics of the morphological pattern-spectrum moments for a random-grain model | 2023-10-31 | Paper |
| Model-Based Robust Filtering and Experimental Design for Stochastic Differential Equation Systems | 2022-09-23 | Paper |
| Boolean Kalman filter and smoother under model uncertainty | 2020-01-20 | Paper |
| Optimal Bayesian Classification With Vector Autoregressive Data Dependency | 2019-10-28 | Paper |
| Optimal filters with multiresolution apertures | 2019-09-23 | Paper |
| Optimal mean-absolute-error filtering of gray-scale signals by the morphological hit-or-miss transform | 2019-09-23 | Paper |
| Optimal Bayesian Kalman Filtering With Prior Update | 2019-02-12 | Paper |
| Optimal Bayesian Transfer Learning | 2019-02-12 | Paper |
| Optimal Bayesian Classification With Missing Values | 2019-02-12 | Paper |
| Intrinsically Bayesian Robust Kalman Filter: An Innovation Process Approach | 2019-02-08 | Paper |
| Bayesian Regression With Network Prior: Optimal Bayesian Filtering Perspective | 2019-02-08 | Paper |
| Sampling-rate-dependent probabilistic Boolean networks | 2018-12-11 | Paper |
| On the long-run sensitivity of probabilistic Boolean networks | 2018-11-08 | Paper |
| Intrinsically Optimal Bayesian Robust Filtering | 2018-08-22 | Paper |
| Analytic Representation of Bayes Labeling and Bayes Clustering Operators for Random Labeled Point Processes | 2018-08-22 | Paper |
| Generalized Consistent Error Estimator of Linear Discriminant Analysis | 2018-08-22 | Paper |
| Bayesian Minimum Mean-Square Error Estimation for Classification Error—Part I: Definition and the Bayesian MMSE Error Estimator for Discrete Classification | 2018-07-18 | Paper |
| Bayesian Minimum Mean-Square Error Estimation for Classification Error—Part II: Linear Classification of Gaussian Models | 2018-07-18 | Paper |
| Analytic Study of Performance of Error Estimators for Linear Discriminant Analysis | 2018-07-18 | Paper |
| Exact Sample Conditioned MSE Performance of the Bayesian MMSE Estimator for Classification Error—Part I: Representation | 2018-07-18 | Paper |
| Exact Sample Conditioned MSE Performance of the Bayesian MMSE Estimator for Classification Error—Part II: Consistency and Performance Analysis | 2018-07-18 | Paper |
| Optimal Intervention Strategies for Therapeutic Methods With Fixed-Length Duration of Drug Effectiveness | 2018-07-18 | Paper |
| Bayesian Robustness in the Control of Gene Regulatory Networks | 2018-07-09 | Paper |
| Robust Intervention in Probabilistic Boolean Networks | 2018-06-27 | Paper |
| Inference of Noisy Nonlinear Differential Equation Models for Gene Regulatory Networks Using Genetic Programming and Kalman Filtering | 2018-06-27 | Paper |
| Effect of Function Perturbation on the Steady-State Distribution of Genetic Regulatory Networks: Optimal Structural Intervention | 2018-06-27 | Paper |
| Optimizing Consistency-Based Design of Context-Sensitive Gene Regulatory Networks | 2017-11-20 | Paper |
| Design of probabilistic Boolean networks under the requirement of contextual data consistency | 2017-10-30 | Paper |
| Joint Sampling Distribution Between Actual and Estimated Classification Errors for Linear Discriminant Analysis | 2017-07-27 | Paper |
| Moments and root-mean-square error of the Bayesian MMSE estimator of classification error in the Gaussian model | 2016-07-07 | Paper |
| THE EFFECT OF POPULATION CONTEXTS ON CLASSIFIER PERFORMANCE | 2016-01-22 | Paper |
| Analytical study of performance of linear discriminant analysis in stochastic settings | 2015-12-08 | Paper |
| Classifier design given an uncertainty class of feature distributions via regularized maximum likelihood and the incorporation of biological pathway knowledge in steady-state phenotype classification | 2015-11-02 | Paper |
| Stationary and structural control in gene regulatory networks: basic concepts | 2014-07-21 | Paper |
| Optimal classifiers with minimum expected error within a Bayesian framework. II: Properties and performance analysis | 2013-06-04 | Paper |
| Optimal classifiers with minimum expected error within a Bayesian framework. I: Discrete and Gaussian models | 2013-06-04 | Paper |
| Relationship between the accuracy of classifier error estimation and complexity of decision boundary | 2013-06-04 | Paper |
| Optimal mean-square-error calibration of classifier error estimators under Bayesian models | 2012-03-28 | Paper |
| Exact representation of the second-order moments for resubstitution and leave-one-out error estimation for linear discriminant analysis in the univariate heteroskedastic Gaussian model | 2011-11-10 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3062141 | 2011-01-03 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3580859 | 2010-08-13 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3400041 | 2010-01-18 | Paper |
| The effect of microarray image compression on expression-based classification | 2009-12-11 | Paper |
| On the sampling distribution of resubstitution and leave-one-out error estimators for linear classifiers | 2009-07-29 | Paper |
| Steady-state probabilities for attractors in probabilistic Boolean networks | 2009-05-18 | Paper |
| Performance of feature-selection methods in the classification of high-dimension data | 2009-03-09 | Paper |
| Existence and synthesis of minimal-basis morphological solutions for restoration-based boundary-value problem. | 2008-12-21 | Paper |
| Design of multi-mask aperture filters | 2008-10-16 | Paper |
| Genomic signal processing | 2008-10-02 | Paper |
| Efficient selection of feature sets possessing high coefficients of determination based on incremental determinations | 2008-10-02 | Paper |
| Construction of genomic networks using mutual-information clustering and reversible-jump Markov-chain-Monte-Carlo predictor design | 2008-10-02 | Paper |
| Mappings between probabilistic Boolean networks | 2008-10-02 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3595037 | 2007-08-10 | Paper |
| Model-based evaluation of clustering validation measures | 2006-12-07 | Paper |
| Optimal convex error estimators for classification | 2006-08-16 | Paper |
| A Bayesian approach to nonlinear probit gene selection and classification | 2006-06-14 | Paper |
| CAN MARKOV CHAIN MODELS MIMIC BIOLOGICAL REGULATION? | 2006-05-10 | Paper |
| CONTROL OF STATIONARY BEHAVIOR IN PROBABILISTIC BOOLEAN NETWORKS BY MEANS OF STRUCTURAL INTERVENTION | 2006-05-10 | Paper |
| EPISTEMOLOGY OF COMPUTATIONAL BIOLOGY: MATHEMATICAL MODELS AND EXPERIMENTAL PREDICTION AS THE BASIS OF THEIR VALIDITY | 2006-05-10 | Paper |
| NONLINEAR PROBIT GENE CLASSIFICATION USING MUTUAL INFORMATION AND WAVELET-BASED FEATURE SELECTION | 2005-11-08 | Paper |
| Comparing Automatic and Manual Image Processing in FLARE Assay Analysis for Colon Carcinogenesis | 2005-10-28 | Paper |
| Exact performance of error estimators for discrete classifiers | 2005-10-07 | Paper |
| Nonlinear filter design using envelopes | 2005-08-03 | Paper |
| A lattice-based minimal gray-scale switching algorithm for obtaining the optimal increasing filter from the optimal filter | 2005-08-03 | Paper |
| GENE SELECTION USING LOGISTIC REGRESSIONS BASED ON AIC, BIC AND MDL CRITERIA | 2005-06-21 | Paper |
| Gene prediction using multinomial probit regression with Bayesian gene selection | 2005-05-03 | Paper |
| Bolstered error estimation | 2005-02-23 | Paper |
| Classifier performance as a function of distributional complexity | 2005-02-23 | Paper |
| Determination of the optimal number of features for quadratic discriminant analysis via the normal approximation to the discriminant distribution | 2005-02-23 | Paper |
| A probabilistic theory of clustering | 2004-11-22 | Paper |
| External control in Markovian genetic regulatory networks | 2003-08-20 | Paper |
| Design of optimal binary filters under joint multiresolution–envelope constraint | 2003-08-19 | Paper |
| Granulometric size density for segmented random-disk models | 2003-05-04 | Paper |
| Simulation Toolbox for 3D-FISH Spot-Counting Algorithms | 2003-04-03 | Paper |
| Pattern recognition theory in nonlinear signal processing | 2002-12-15 | Paper |
| Multiresolution design of aperture operators | 2002-12-15 | Paper |
| Markovian analysis of adaptive reconstructive multiparameter \(\tau\)-openings | 2002-09-12 | Paper |
| Non-homothetic granulometric mixing theory with application to blood cell counting | 2002-09-10 | Paper |
| Morphological granulometric estimation of random patterns in the context of parameterized random sets | 2002-05-14 | Paper |
| Asymptotic joint normality of the granulometric moments | 2002-05-14 | Paper |
| Optimal linear granulometric estimation for random sets | 2002-04-29 | Paper |
| https://portal.mardi4nfdi.de/entity/Q2759942 | 2002-03-21 | Paper |
| Robust optimal granulometric bandpass filters | 2002-03-03 | Paper |
| Bayesian robust optimal linear filters | 2002-03-03 | Paper |
| Optimal conjunctive granulometric bandpass filters | 2001-09-09 | Paper |
| Multiresolution analysis for optimal binary filters | 2001-09-09 | Paper |
| Coefficient of determination in nonlinear signal processing. | 2000-10-26 | Paper |
| Aperture filters. | 2000-06-04 | Paper |
| Design and analysis of robust binary filters in the context of a prior distribution for the states of nature | 2000-04-26 | Paper |
| https://portal.mardi4nfdi.de/entity/Q2759957 | 2000-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q2759996 | 2000-01-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4232699 | 1999-03-15 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4227531 | 1999-02-23 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4226071 | 1999-01-19 | Paper |
| Probability distributions for discrete one-dimensional coverage processes | 1999-01-12 | Paper |
| Secondarily constrained Boolean filters | 1999-01-12 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4369805 | 1998-11-01 | Paper |
| Optimal reconstructive \(\tau\)-openings for disjoint and statistically modeled nondisjoint grains | 1998-07-23 | Paper |
| Optimal and adaptive reconstructive granulometric bandpass filters | 1998-07-22 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4391044 | 1998-05-26 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4391049 | 1998-05-26 | Paper |
| Logically Efficient Spatial Resolution Conversion Using Paired Increasing Operators | 1997-08-07 | Paper |
| Precision of morphological-representation estimators for translation-invariant binary filters: Increasing and nonincreasing | 1997-02-28 | Paper |
| Recursive maximum-likelihood estimation in the one-dimensional discrete Boolean random set model | 1997-02-28 | Paper |
| Computational mathematical morphology | 1995-05-07 | Paper |
| Precision of morphological-representation estimators for translation-invariant binary filters: Increasing and nonincreasing | 1995-01-11 | Paper |
| Gray-scale granulometries compatible with spatial scalings | 1994-05-19 | Paper |
| Morphological pseudoconvolutions: One-parameter families of derived filters with increased invariant classes | 1994-05-15 | Paper |
| Linear granulometric moments of noisy binary images | 1994-04-10 | Paper |
| Unification of nonlinear filtering in the context of binary logical calculus. I: Binary filters | 1994-04-07 | Paper |
| Unification of nonlinear filtering in the context of binary logical calculus. II: Gray-scale filters | 1994-04-07 | Paper |
| Erratum to: ``Fuzzification of set inclusion: Theory and applications | 1994-02-07 | Paper |
| Fuzzification of set inclusion: Theory and applications | 1994-01-21 | Paper |
| Optimal mean-square N-observation digital morphological filters | 1993-09-22 | Paper |
| Optimal mean-square N-observation digital morphological filters | 1993-09-22 | Paper |
| Efficient derivation of the optimal mean-square binary morphological filter from the conditional expectation via a switching algorithm for discrete power-set lattice | 1993-08-17 | Paper |
| Estimation of optimal morphological \(\tau{}\)-opening parameters based on independent observation of signal and noise pattern spectra | 1993-01-17 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4002933 | 1992-09-18 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3993321 | 1992-09-17 | Paper |
| Shape Analysis and Reduction of the Morphological Basis for Digital Moving-Average Filters | 1992-06-28 | Paper |
| Error Bounds for Morphologically Derived Measurements | 1987-01-01 | Paper |
| A global harmonic function theory in the context of Dirichlet spaces | 1978-01-01 | Paper |
