ausgewählte Veröffentlichungen

• Detecting Opioid Use Disorder in Health Claims Data With Positive Unlabeled Learning 2025
• Microsatellites markers fostering the understanding of malaria parasite biology, epidemiology and population genetics 2025
• Integrating Class Relation Knowledge in Probabilistic Learning Vector Quantization 2025
• Learning of Probability Estimates for System and Network Reliability Analysis by Means of Matrix Learning Vector Quantization 2025
• Mitigating the Bias in Data for Fairness Using an Advanced Generalized Learning Vector Quantization Approach - FA(IR)²MA-GLVQ 2025
• Towards Learning Vector Quantization in the Setting of Homomorphic Encryption 2025
• Prototype Networks for Reliable Classification Decision based on Gene Expressions for Breast Cancer Detection Integrating Expert Knowledge 2025
• Fractional nonlinear heat equations and characterizations of some function spaces in terms of fractional Gauss–Weierstrass semi-groups 2024
• Smoothing properties of the fractional Gauss-Weierstrass semi-group in Morrey smoothness spaces 2024
• Smoothing properties of the fractional Gauss-Weierstrass semigroup in Morrey smoothness spaces 2024
• Biologically-Informed Shallow Classification Learning Integrating Pathway Knowledge 2024
• A Meta Algorithm for Interpretable Ensemble Learning: The League of Experts 2024
• A non-parametric approach to estimate multiplicity of infection and pathogen haplotype frequencies 2024
• Antimicrobial stewardship capacity and antibiotic utilisation practices in the Cape Coast Teaching Hospital, Ghana: A point prevalence survey study 2024
• Cellular immune response to SARS-CoV-2 and clinical presentation in individuals exposed to endemic malaria 2024
• Entire expressed peripheral blood transcriptome in pediatric severe malarial anemia 2024
• Estimating multiplicity of infection, allele frequencies, and prevalences accounting for incomplete data 2024
• Mutations in Plasmodium falciparum Kelch13 (PfK13) dysregulates PI3K/AKT signalling pathway in artemisinin resistance 2024
• Repurposing FDA‐approved drugs to target malaria through inhibition of dihydrofolate reductase in the folate biosynthesis pathway: A prospective approach 2024
• Transcriptomic and Proteomic Insights into Host Immune Responses in Pediatric Severe Malarial Anemia: Dysregulation in HSP60-70-TLR2/4 Signaling and Altered Glutamine Metabolism 2024
• About Interpretable Learning Rules for Vector Quantizers - A Methodological Approach 2024
• About Vector Quantization and its Privacy in Federated Learning 2024
• Advances in Self-Organizing Maps, Learning Vector Quantization, Interpretable Machine Learning, and Beyond 2024
• Domain Knowledge Integration in Machine Learning Systems - An Introduction 2024
• K Minimum Enclosing Balls for Outlier Detection 2024
• Knowledge Integration in Vector Quantization Models and Corresponding Structured Covariance Estimation 2024
• PVDN-Urban - A Dataset for Provident Vehicle Detection at Night in Urban Scenarios 2024
• Subspace corrected relevance learning with application in neuroimaging 2024
• Hyperbox-GLVQ Based on Min-Max-Neurons 2024
• On the Cauchy problem for hyperdissipative Navier–Stokes equations in super-critical Besov and Triebel–Lizorkin spaces 2023
• Entwicklungsansatz eines datenbasierten Assistenzsystems zur dynamischen Ergonomiebewertung 2023
• A White-Box Workflow for the Prediction of Food Content From Near-Infrared Data Based on Fourier-Transformation 2023
• Trustworthiness and Confidence of Gait Phase Predictions in Changing Environments Using Interpretable Classifier Models 2023
• Efficient Representation of Biochemical Structures for Supervised and Unsupervised Machine Learning Models Using Multi-Sensoric Embeddings 2023
• Variants of Neural Gas for Regression Learning 2023
• Multi-proximity based embedding scheme for learning vector quantization-based classification of biochemical structured data 2023
• Compression of Particle Images for Inspection of Microgravity Experiments by Means of a Symmetric Structural Auto-Encoder 2023
• The Saturation Spectrum for Antichains of Subsets 2023
• Total Edge Irregularity Strength of the Cartesian Product of Bipartite Graphs and Paths 2023
• Abschlussbericht (07.21-12.22) für das Projekt PyVo2.0 - Durch PYthon begleitete VOrlesung im Fach Grundlagen Physik den flipped classroom unterstützen. (Digital Fellow) 2023
• A flexible age-dependent, spatially-stratified predictive model for the spread of COVID-19, accounting for multiple viral variants and vaccines 2023
• Cellular Immune Response to SARS-CoV-2 Suggests a Possible Link to Endemic Malaria 2023
• Disproportionate impact of COVID-19 severity and mortality on hospitalized American Indian/Alaska Native patients 2023
• Estimating multiplicity of infection, allele frequencies, and prevalences accounting for incomplete data 2023
• Estimating multiplicity of infection, haplotype frequencies, and linkage disequilibria from multi-allelic markers for molecular disease surveillance 2023
• Human NCR3 gene variants rs2736191 and rs11575837 alter longitudinal risk for development of pediatric malaria episodes and severe malarial anemia 2023
• India-EMBO Lecture Course: understanding malaria from molecular epidemiology, population genetics, and evolutionary perspectives 2023
• Low Prevalence of Antimalarial Resistance Mutations in India During 2014–2015: Impact of Combining First-line Therapy With Primaquine 2023
• Predicting the combined effects of case isolation, safe funeral practices, and contact tracing during Ebola virus disease outbreaks 2023
• Referee report. For: Optimal control model of human-to-human transmission of monkeypox virus [version 2; peer review: 2 approved with reservations, 1 not approved] 2023
• An Interpretable Two-Layered Neural Network Structure–Based on Component-Wise Reasoning 2023
• Classification by Components Including Chow’s Reject Option 2023
• Gesundheitsinventar Psychosomatik: Psychosomatische Basisdokumentation zur Qualitätssicherung im stationären Alltag 2023
• Quantum Artificial Intelligence: A tutorial 2023
• Reducing Computer Vision Dataset Size via Selective Sampling 2023
• The Geometry of Decision Borders Between Affine Space Prototypes for Nearest Prototype Classifiers 2023
• The coming of age of interpretable and explainable machine learning models 2023
• Multilayer Perceptrons with Banach-Like Perceptrons Based on Semi-inner Products – About Approximation Completeness 2023
• Quantum Computing Approaches for Vector Quantization— Current Perspectives and Developments 2023
• Quantum-ready vector quantization: Prototype learning as a binary optimization problem 2023
• Sparse Nyström Approximation for Non-Vectorial Data Using Class-informed Landmark Selection 2023
• Learning Vector Quantization in Context of Information Bottleneck Theory 2023
• On the Cauchy problem for a semi-linear hyperdissipative heat equation 2022
• Prototype-based One-Class-Classification Learning Using Local Representations 2022
• A Learning Vector Quantization Architecture for Transfer Learning Based Classification in Case of Multiple Sources by Means of Null-Space Evaluation 2022
• Alignment-free sequence comparison: A systematic survey from a machine learning perspective 2022
• Variants of recurrent learning vector quantization 2022
• Efficient classification learning of biochemical structured data by means of relevance weighting for sensoric response features 2022
• PyVo 1.0 2022
• A maximum-likelihood method to estimate haplotype frequencies and prevalence alongside multiplicity of infection from SNP data 2022
• Complement component 3 mutations alter the longitudinal risk of pediatric malaria and severe malarial anemia 2022
• Does it matter who is spreading monkeypox? 2022
• Elevated SARS-CoV-2 in peripheral blood and increased COVID-19 severity in American Indians/Alaska Natives 2022
• Evolutionary genetics of malaria 2022
• Genetic variation in CSF2 (5q31.1) is associated with longitudinal susceptibility to pediatric malaria, severe malarial anemia, and all-cause mortality in a high-burden malaria and HIV region of Kenya 2022
• Investigating the impact of multiple feeding attempts on mosquito dynamics via mathematical models 2022
• Nonsynonymous amino acid changes in the α-chain of complement component 5 influence longitudinal susceptibility to Plasmodium falciparum infections and severe malarial anemia in kenyan children 2022
• Predicting the combined effects of case isolation, safe funeral practices, and contact tracing during Ebola virus disease outbreaks 2022
• Predicting the impact of COVID-19 vaccination campaigns – a flexible age-dependent, spatially-stratified predictive model, accounting for multiple viral variants and vaccines 2022
• Reconsidering the incubation period of Marburg virus disease 2022
• Screening of potential antiplasmodial agents targeting cysteine protease-Falcipain 2: a computational pipeline 2022
• The many definitions of multiplicity of infection 2022
• Yes, it matters who is spreading monkeypox – Authors' reply 2022
• You can’t drive my car - a method to fingerprint individual driving styles in a sim-racing setting 2022
• Steps Forward to Quantum Learning Vector Quantization for Classification Learning on a Theoretical Quantum Computer 2022
• Modification of the Classification-by-Component Predictor Using Dempster-Shafer-Theory 2022
• Quantum-Hybrid Neural Vector Quantization – A Mathematical Approach 2021
• The LVQ-based Counter Propagation Network -- an Interpretable Information Bottleneck Approach 2021
• AI-Based Multi Sensor Fusion for Smart Decision Making: A Bi-Functional System for Single Sensor Evaluation in a Classification Task 2021
• Intelligent Gait Analysis using Marker Based Motion Capturing System 2021
• Learning vector quantization as an interpretable classifier for the detection of SARS-CoV-2 types based on their RNA sequences 2021
• RecLVQ: Recurrent Learning Vector Quantization 2021
• Sensors Data Fusion for Smart Decisions Making Using Interpretative Machine Learning Models 2021
• Sensors data fusion for smart decisions making: A novel bi-functional system for the evaluation of sensors contribution in classification problems 2021
• The Resolved Mutual Information Function as a Structural Fingerprint of Biomolecular Sequences for Interpretable Machine Learning Classifiers 2021
• Feasible Bases for a Polytope Related to the Hamilton Cycle Problem 2021
• Lower bounds for dilation, wirelength, and edge congestion of embedding graphs into hypercubes 2021
• Minimum Weight Flat Antichains of Subsets 2021
• An integrated virtual screening and drug repurposing strategy for the discovery of new antimalarial drugs against Plasmodium falciparum phosphatidylinositol 3‐kinase 2021
• Bias-corrected maximum-likelihood estimation of multiplicity of infection and lineage frequencies 2021
• COVID-19 research at HSMW 2021
• Charles Darwin Meets Ronald Ross: A Population-Genetic Framework for the Evolutionary Dynamics of Malaria 2021
• Complement component 5 (C5) missense mutations alter the longitudinal risk of pediatric malaria and severe malarial anemia 2021
• Differential Gene Expression in Host Ubiquitination Processes in Childhood Malarial Anemia 2021
• Diversity measures 2021
• European-African Partnership Lessons Learned 2021
• Is increased mortality by multiple exposures to COVID-19 an overseen factor when aiming for herd immunity? 2021
• Preventing COVID-19 spread in closed facilities by regular testing of employees – an efficient intervention in long-term care facilities and prisons 2021
• Preventing COVID-19 spread in closed facilities by regular testing of employees—An efficient intervention in long-term care facilities and prisons? 2021
• Sustaining Ebola management by predictive modelling 2021
• The IRESSEF – an institution conducting public health research in Senegal 2021
• The International Collaboration of Math Against Malaria 2021
• The impact of COVID-19 vaccination campaigns accounting for antibody-dependent enhancement 2021
• KI-Strategie der Hochschule Mittweida 2021
• Recurrent Learning Vector Quantization 2021
• The Coming of Age of Interpretable and Explainable Machine Learning Models 2021
• ToF/Radar early feature-based fusion system for human detection and tracking 2021
• Virxicon: a lexicon of viral sequences 2021
• Quantum Computing for Efficient Learning in Prototype-based Vector Quantization 2021
• Quantum Computing for Efficient Learning in Prototype-based Vector Quantization 2021
• AtmoFlow - Investigating planetary fluid flow on the International Space Station 2021
• Heat transport in turbulent electro-hydrodynamics 2021
• Modeling and simulation of thermo-electro hydrodynamics 2021
• Verwendung der Wollaston-Scherinterferometrie zur Untersuchung des Brechungsindexgradienten in einem differentiell beheizten Ringspalt 2021
• The Orbital Chromatic Polynomial of a Cycle 2020
• Quantum-inspired learning vector quantizers for prototype-based classification 2020
• Learning vector quantization and relevances in complex coefficient space 2020
• Analysis of SARS-CoV-2 RNA-Sequences by Interpretable Machine Learning Models 2020
• Detection of native and mirror protein structures based on Ramachandran plot analysis by interpretable machine learning models 2020
• Investigation of Activation Functions for Generalized Learning Vector Quantization 2020
• Searching for the Origins of Life – Detecting RNA Life Signatures Using Learning Vector Quantization 2020
• Variants of DropConnect in Learning vector quantization networks for evaluation of classification stability 2020
• Quantum-inspired learning vector quantization for classification learning 2020
• Quantum-Inspired Learning Vector Quantization Basic Concepts and Beyond 2020
• Extended formulations for convex hulls of some bilinear functions 2020
• Hamiltonian Cycles and Subsets of Discounted Occupational Measures 2020
• Scheduling of maintenance windows in a mining supply chain rail network 2020
• 564 Sustaining Ebola Management By Predictive Modeling 2020
• Changes in the frequencies of Plasmodium falciparum dhps and dhfr drug-resistant mutations in children from Western Kenya from 2005 to 2018: the rise of Pfdhps S436H 2020
• Estimating Multiplicity of Infection, allele Frequencies and Prevalences from incomplete data 2020
• Estimating haplotype frequencies alongside multiplicity of infection from malaria SNPs data 2020
• Is increased mortality by multiple exposures to COVID-19 an overseen factor when aiming for herd immunity? 2020
• Make diversity measure great 2020
• Malaria in Venezuela: changes in the complexity of infection reflects the increment in transmission intensity 2020
• Mathematical modelling of Anopheles mosquito breeding site for efficient vector control 2020
• Measuring diversity among competing supply-value chains 2020
• Mechanisms driving the spread of HRP2/3 deletions -a modeling approach 2020
• Protecting people in long-term care facilities from COVID-19 by routine testing of employees - a modeling approach 2020
• Protecting people in long-term care facilities from COVID-19 by routine testing of employees - a modelling approach 2020
• The COVID-19 pandemic preparedness simulation tool: CovidSIM 2020
• The spread of drug resistance in P. vivax vs. P.falciparum malaria – the effect of hypnozoites 2020
• A Mathematical Model for Optimum Error-Reject Trade-Off for Learning of Secure Classification Models in the Presence of Label Noise During Training 2020
• Fast Adversarial Robustness Certification of Nearest Prototype Classifiers for Arbitrary Seminorms 2020
• Robustness of Generalized Learning Vector Quantization Models Against Adversarial Attacks 2020
• Variants of Fuzzy Neural Gas 2020
• Influence of dielectrical heating on convective flow in a radial force field 2020
• Rotating spherical gap convection in the GeoFlow International Space Station (ISS) experiment 2020
• The ANTARES code: recent developments and applications 2020
• Thermoelectrohydrodynamic convection in parallel plate capacitors under dielectric heating conditions 2020
• On the Existence and Uniqueness of Mild and Strong Solutions of a Generalized Nonlinear Heat Equation 2019
• Activation Functions for Generalized Learning Vector Quantization - A Performance Comparison 2019
• Application of an interpretable classification model on Early Folding Residues during protein folding 2019
• Appropriate Data Density Models in Probabilistic Machine Learning Approaches for Data Analysis 2019
• Minimum rank and zero forcing number for butterfly networks 2019
• The Zero Forcing Number of Graphs 2019
• The network maintenance problem on an arc with uncapacitated repair 2019
• Zero forcing in iterated line digraphs 2019
• Zero forcing number of graphs 2019
• Limited differentiation among Plasmodium vivax populations from the northwest and to the south Pacific Coast of Colombia: A malaria corridor? 2019
• A feasibility study of deep neural networks for the recognition of banknotes regarding central bank requirements 2019
• Atherosclerosis, myocardial infarction and primary hemostasis: Impact of platelets, von Willebrand factor and soluble glycoprotein VI 2019
• Classification-by-Components: Probabilistic Modeling of Reasoning over a Set of Components 2019
• AtmoFlow - Investigation of Atmospheric-Like Fluid Flows Under Microgravity Conditions 2019
• On the Cauchy problem for a generalized nonlinear heat equation 2018
• Investigating the Influence of CPU Load, Memory Usage and Environmental Conditions on the Jittering of Android Devices 2018
• Learning vector quantization classifiers for ROC-optimization 2018
• Probabilistic Learning Vector Quantization with Cross-Entropy for Probabilistic Class Assignments in Classification Learning 2018
• A lower bound on the zero forcing number 2018
• On the Power Domination Number of de Bruijn and Kautz Digraphs 2018
• Resource considerations for integrated planning of railway traffic and maintenance windows 2018
• Correction: A Likelihood Approach to Estimate the Number of Co-Infections 2018
• Large and finite sample properties of a maximum-likelihood estimator for multiplicity of infection 2018
• Direct Incorporation of $$L_1$$ -Regularization into Generalized Matrix Learning Vector Quantization 2018
• Multi-class and Cluster Evaluation Measures Based on Rényi and Tsallis Entropies and Mutual Information 2018
• Dielectrically driven convection in spherical gap geometry 2018
• Numerical simulation of DA white dwarf surface convection 2018
• On a generalized nonlinear heat equation in Besov and Triebel-Lizorkin spaces 2017
• Can Learning Vector Quantization be an Alternative to SVM and Deep Learning? - Recent Trends and Advanced Variants of Learning Vector Quantization for Classification Learning 2017
• Methoden des maschinellen Lernens und der Computational Intelligence zur Auswertung heterogener Daten in der digitalen Forensik 2017
• A polynomially solvable case of the pooling problem 2017
• Bounding the gap between the McCormick relaxation and the convex hull for bilinear functions 2017
• H-supermagic labelings for firecrackers, banana trees and flowers 2017
• Incremental Network Design with Minimum Spanning Trees 2017
• Scheduling reclaimers serving a stock pad at a coal terminal 2017
• The metric dimension of the circulant graph c(n, ±{1, 2, 3, 4}) 2017
• Prototypes and matrix relevance learning in complex fourier space 2017
• Relational and median variants of Possibilistic Fuzzy C-Means 2017
• Sequence Learning in Unsupervised and Supervised Vector Quantization Using Hankel Matrices 2017
• Transfer learning in classification based on manifolc. models and its relation to tangent metric learning 2017
• Types of (dis-)similarities and adaptive mixtures thereof for improved classification learning 2017
• Similarities, Dissimilarities and Types of Inner Products for Data Analysis in the Context of Machine Learning 2016
• Complex Variants of GLVQ Based on Wirtinger’s Calculus 2016
• A reclaimer scheduling problem arising in coal stockyard management 2016
• Minimizing the regularity of maximal regular antichains of 2-sets and 3-sets 2016
• Minimum cardinality non-anticipativity constraint sets for multistage stochastic programming 2016
• New multi-commodity flow formulations for the pooling problem 2016
• Scheduling arc shut downs in a network to maximize flow over time with a bounded number of jobs per time period 2016
• Adaptive Hausdorff Distances and Tangent Distance Adaptation for Transformation Invariant Classification Learning 2016
• Profiles of low complexity regions in Apicomplexa 2016
• Integration of Expert Knowledge for Interpretable Models in Biomedical Data Analysis (Dagstuhl Seminar 16261) 2016
• Prototype-based Models for the Supervised Learning of Classification Schemes 2016
• Prototype-based models in machine learning 2016
• Sophisticated LVQ Classification Models - Beyond Accuracy Optimization 2016
• Heat and Navier-tokes equations in supercritical function spaces 2015
• Border-sensitive learning in generalized learning vector quantization: an alternative to support vector machines 2015
• Kernelized Vector Quantization in Gradient-Descent Learning 2015
• Learning Matrix Quantization and Variants of Relevance Learning 2015
• Incremental network design with maximum flows 2015
• Scheduling network maintenance jobs with release dates and deadlines to maximize total flow over time: Bounds and solution strategies 2015
• Learning Vector Quantization with Adaptive Cost-Based Outlier-Rejection 2015
• Persistence of Sulfadoxine-Pyrimethamine Resistance Despite Reduction of Drug Pressure in Malawi 2015
• A Comment on the Functional L-Measure Regarding the Norm Properties 2015
• An Application of the generailzed Matrx Learning Vector Quantization Method for Cut-off-line Classification of Automobile Headlights 2015
• Building the Library of RNA 3D Nucleotide Conformations Using the Clustering Approach 2015
• Non-Euclidean Principal Component Analysis by Hebbian Learning 2015
• Stationarity of Matrix Relevance LVQ 2015
• Characterizing Protein functions: large scale Screening and classification of structural motifs 2015
• Median Variants of Learning Vector Quantization of Dissimilitary Data 2015
• Median-LVQ for Classification of Dissimilarity Data based on ROC-Optimization 2015
• Data similarities, dissimilarities and types of inner products - a mathematical characterization in the context of machine learning 2015
• Incremental network design with shortest paths 2014
• Scheduling arc maintenance jobs in a network to maximize total flow over time 2014
• Scheduling unit time arc shutdowns to maximize network flow over time: Complexity results 2014
• A Likelihood Approach to Estimate the Number of Co-Infections 2014
• A Population Genetic Model for the Initial Spread of Partially Resistant Malaria Parasites under Anti-Malarial Combination Therapy and Weak Intrahost Competition 2014
• High Dimensional Matrix Relevance Learning 2014
• On solutions of a discretized heat equation in discrete Clifford analysis 2013
• Maximal Antichains of Minimum Size 2013
• Mixed integer programming based maintenance scheduling for the Hunter Valley coal chain 2013
• Fitness components and natural selection: why are there different patterns on the emergence of drug resistance in Plasmodium falciparum and Plasmodium vivax? 2013
• Genetic Hitchhiking under Heterogeneous Spatial Selection Pressures 2013
• The Hitchhiking Effect of a Strongly Selected Substitution in Male Germline on Neutral Polymorphism in a Monogamy Population 2013
• Scattering theory for a Dirac type operator 2012
• Differences in selective pressure on dhps and dhfr drug resistant mutations in western Kenya 2012
• Local population structure of Plasmodium: impact on malaria control and elimination 2012
• A minimum cost flow formulation for approximated MLC segmentation 2011
• Approximations for the hitchhiking effect caused by the evolution of antimalarial-drug resistance 2011
• Evolution of Assortative Mating in a Population Expressing Dominance 2011
• Improved Bonferroni Inequalities and Binomially Bounded Functions 2010
• An analytical model for genetic hitchhiking in the evolution of antimalarial drug resistance 2010
• EVOLUTION OF DOMINANCE UNDER FREQUENCY-DEPENDENT INTRASPECIFIC COMPETITION IN AN ASSORTATIVELY MATING POPULATION 2010
• Maximization principles for frequency-dependent selection II: the one-locus multiallele case 2010
• A Dual of the Rectangle-Segmentation Problem for Binary Matrices 2009
• Maximal Flat Antichains of Minimum Weight 2009
• The complexity of minimizing the number of shape matrices subject to minimal beam-on time in multileaf collimator field decomposition with bounded fluence 2009
• Generalized Hankel operators on the Fock space 2009
• Optimization under frequency-dependent selection 2009
• Maximization principles for frequency-dependent selection I: the one-locus two-allele case 2008
• Long-term evolution of polygenic traits under frequency-dependent intraspecific competition 2007
• A multilocus-multiallele analysis of frequency-dependent selection induced by intraspecific competition 2006
• Intraspecific Competitive Divergence and Convergence under Assortative Mating 2006
• THE CONDITIONS FOR SPECIATION THROUGH INTRASPECIFIC COMPETITION 2006
• A duality based algorithm for multileaf collimator field segmentation with interleaf collision constraint 2005
• Reducing the number of monitor units in multileaf collimator field segmentation 2005
• Competitive divergence in non-random mating populations 2005
• Cooperation in the Minority Game with local information 2000