Fachgruppe Mathematik

ausgewählte Publikationen

Biologically-Informed Shallow Classification Learning Integrating Pathway Knowledge 2024
Subspace corrected relevance learning with application in neuroimaging 2024
A White-Box Workflow for the Prediction of Food Content From Near-Infrared Data Based on Fourier-Transformation 2023
A flexible age-dependent, spatially-stratified predictive model for the spread of COVID-19, accounting for multiple viral variants and vaccines 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
An Interpretable Two-Layered Neural Network Structure–Based on Component-Wise Reasoning 2023
Cellular Immune Response to SARS-CoV-2 Suggests a Possible Link to Endemic Malaria 2023
Classification by Components Including Chow’s Reject Option 2023
Compression of Particle Images for Inspection of Microgravity Experiments by Means of a Symmetric Structural Auto-Encoder 2023
Disproportionate impact of COVID-19 severity and mortality on hospitalized American Indian/Alaska Native patients 2023
Efficient Representation of Biochemical Structures for Supervised and Unsupervised Machine Learning Models Using Multi-Sensoric Embeddings 2023
Entwicklungsansatz eines datenbasierten Assistenzsystems zur dynamischen Ergonomiebewertung 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
Gesundheitsinventar Psychosomatik: Psychosomatische Basisdokumentation zur Qualitätssicherung im stationären Alltag 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
Learning Vector Quantization in Context of Information Bottleneck Theory 2023
Low Prevalence of Antimalarial Resistance Mutations in India During 2014–2015: Impact of Combining First-line Therapy With Primaquine 2023
Multi-proximity based embedding scheme for learning vector quantization-based classification of biochemical structured data 2023
Multilayer Perceptrons with Banach-Like Perceptrons Based on Semi-inner Products – About Approximation Completeness 2023
On the Cauchy problem for hyperdissipative Navier–Stokes equations in super-critical Besov and Triebel–Lizorkin spaces 2023
Predicting the combined effects of case isolation, safe funeral practices, and contact tracing during Ebola virus disease outbreaks 2023
Quantum Artificial Intelligence: A tutorial 2023
Quantum Computing Approaches for Vector Quantization— Current Perspectives and Developments 2023
Quantum-ready vector quantization: Prototype learning as a binary optimization problem 2023
Reducing Computer Vision Dataset Size via Selective Sampling 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
Sparse Nyström Approximation for Non-Vectorial Data Using Class-informed Landmark Selection 2023
The Geometry of Decision Borders Between Affine Space Prototypes for Nearest Prototype Classifiers 2023
The Saturation Spectrum for Antichains of Subsets 2023
The coming of age of interpretable and explainable machine learning models 2023
Total Edge Irregularity Strength of the Cartesian Product of Bipartite Graphs and Paths 2023
Trustworthiness and Confidence of Gait Phase Predictions in Changing Environments Using Interpretable Classifier Models 2023
Variants of Neural Gas for Regression Learning 2023
A Learning Vector Quantization Architecture for Transfer Learning Based Classification in Case of Multiple Sources by Means of Null-Space Evaluation 2022
A maximum-likelihood method to estimate haplotype frequencies and prevalence alongside multiplicity of infection from SNP data 2022
Alignment-free sequence comparison: A systematic survey from a machine learning perspective 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
Efficient classification learning of biochemical structured data by means of relevance weighting for sensoric response features 2022
Elevated SARS-CoV-2 in peripheral blood and increased COVID-19 severity in American Indians/Alaska Natives 2022
Evolutionary genetics of malaria 2022
Fractional nonlinear heat equations and characterizations of some function spaces in terms of fractional Gauss–Weierstrass semi-groups 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
Modification of the Classification-by-Component Predictor Using Dempster-Shafer-Theory 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
On the Cauchy problem for a semi-linear hyperdissipative heat equation 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
Prototype-based One-Class-Classification Learning Using Local Representations 2022
Reconsidering the incubation period of Marburg virus disease 2022
Screening of potential antiplasmodial agents targeting cysteine protease-Falcipain 2: a computational pipeline 2022
Steps Forward to Quantum Learning Vector Quantization for Classification Learning on a Theoretical Quantum Computer 2022
The many definitions of multiplicity of infection 2022
Variants of recurrent learning vector quantization 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
AI-Based Multi Sensor Fusion for Smart Decision Making: A Bi-Functional System for Single Sensor Evaluation in a Classification Task 2021
An integrated virtual screening and drug repurposing strategy for the discovery of new antimalarial drugs against Plasmodium falciparum phosphatidylinositol 3‐kinase 2021
AtmoFlow - Investigating planetary fluid flow on the International Space Station 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
Feasible Bases for a Polytope Related to the Hamilton Cycle Problem 2021
Heat transport in turbulent electro-hydrodynamics 2021
Intelligent Gait Analysis using Marker Based Motion Capturing System 2021
Is increased mortality by multiple exposures to COVID-19 an overseen factor when aiming for herd immunity? 2021
KI-Strategie der Hochschule Mittweida 2021
Learning vector quantization as an interpretable classifier for the detection of SARS-CoV-2 types based on their RNA sequences 2021
Lower bounds for dilation, wirelength, and edge congestion of embedding graphs into hypercubes 2021
Minimum Weight Flat Antichains of Subsets 2021
Modeling and simulation of thermo-electro hydrodynamics 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
Quantum Computing for Efficient Learning in Prototype-based Vector Quantization 2021
Quantum Computing for Efficient Learning in Prototype-based Vector Quantization 2021
Quantum-Hybrid Neural Vector Quantization – A Mathematical Approach 2021
RecLVQ: Recurrent Learning Vector Quantization 2021
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
Sustaining Ebola management by predictive modelling 2021
The Coming of Age of Interpretable and Explainable Machine Learning Models 2021
The IRESSEF – an institution conducting public health research in Senegal 2021
The International Collaboration of Math Against Malaria 2021
The LVQ-based Counter Propagation Network -- an Interpretable Information Bottleneck Approach 2021
The Resolved Mutual Information Function as a Structural Fingerprint of Biomolecular Sequences for Interpretable Machine Learning Classifiers 2021
The impact of COVID-19 vaccination campaigns accounting for antibody-dependent enhancement 2021
ToF/Radar early feature-based fusion system for human detection and tracking 2021
Verwendung der Wollaston-Scherinterferometrie zur Untersuchung des Brechungsindexgradienten in einem differentiell beheizten Ringspalt 2021
Virxicon: a lexicon of viral sequences 2021
564 Sustaining Ebola Management By Predictive Modeling 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
Analysis of SARS-CoV-2 RNA-Sequences by Interpretable Machine Learning Models 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
Detection of native and mirror protein structures based on Ramachandran plot analysis by interpretable machine learning models 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
Extended formulations for convex hulls of some bilinear functions 2020
Fast Adversarial Robustness Certification of Nearest Prototype Classifiers for Arbitrary Seminorms 2020
Graph Operations and Neighborhood Polynomials 2020
Hamiltonian Cycles and Subsets of Discounted Occupational Measures 2020
Influence of dielectrical heating on convective flow in a radial force field 2020
Investigation of Activation Functions for Generalized Learning Vector Quantization 2020
Is increased mortality by multiple exposures to COVID-19 an overseen factor when aiming for herd immunity? 2020
Learning vector quantization and relevances in complex coefficient space 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
Quantum-Inspired Learning Vector Quantization Basic Concepts and Beyond 2020
Quantum-inspired learning vector quantization for classification learning 2020
Quantum-inspired learning vector quantizers for prototype-based classification 2020
Robustness of Generalized Learning Vector Quantization Models Against Adversarial Attacks 2020
Rotating spherical gap convection in the GeoFlow International Space Station (ISS) experiment 2020
Scheduling of maintenance windows in a mining supply chain rail network 2020
Searching for the Origins of Life – Detecting RNA Life Signatures Using Learning Vector Quantization 2020
The ANTARES code: recent developments and applications 2020
The COVID-19 pandemic preparedness simulation tool: CovidSIM 2020
The Orbital Chromatic Polynomial of a Cycle 2020
The spread of drug resistance in P. vivax vs. P.falciparum malaria – the effect of hypnozoites 2020
Thermoelectrohydrodynamic convection in parallel plate capacitors under dielectric heating conditions 2020
Variants of DropConnect in Learning vector quantization networks for evaluation of classification stability 2020
Variants of Fuzzy Neural Gas 2020
A feasibility study of deep neural networks for the recognition of banknotes regarding central bank requirements 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
Atherosclerosis, myocardial infarction and primary hemostasis: Impact of platelets, von Willebrand factor and soluble glycoprotein VI 2019
AtmoFlow - Investigation of Atmospheric-Like Fluid Flows Under Microgravity Conditions 2019
Classification-by-Components: Probabilistic Modeling of Reasoning over a Set of Components 2019
Einführung in die Kombinatorik, 3. Auflage 2019
Graphentheorie: Eine anwendungsorientierte Einführung 2019
Limited differentiation among Plasmodium vivax populations from the northwest and to the south Pacific Coast of Colombia: A malaria corridor? 2019
Minimum rank and zero forcing number for butterfly networks 2019
On the Existence and Uniqueness of Mild and Strong Solutions of a Generalized Nonlinear Heat Equation 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
A lower bound on the zero forcing number 2018
Correction: A Likelihood Approach to Estimate the Number of Co-Infections 2018
Dielectrically driven convection in spherical gap geometry 2018
Direct Incorporation of $$L_1$$ -Regularization into Generalized Matrix Learning Vector Quantization 2018
Investigating the Influence of CPU Load, Memory Usage and Environmental Conditions on the Jittering of Android Devices 2018
Large and finite sample properties of a maximum-likelihood estimator for multiplicity of infection 2018
Learning vector quantization classifiers for ROC-optimization 2018
Multi-class and Cluster Evaluation Measures Based on Rényi and Tsallis Entropies and Mutual Information 2018
Neighborhood and Domination Polynomials of Graphs 2018
Numerical simulation of DA white dwarf surface convection 2018
On the Cauchy problem for a generalized nonlinear heat equation 2018
On the Power Domination Number of de Bruijn and Kautz Digraphs 2018
Probabilistic Learning Vector Quantization with Cross-Entropy for Probabilistic Class Assignments in Classification Learning 2018
Resource considerations for integrated planning of railway traffic and maintenance windows 2018
A Recursive Formula for the Two-Edge Connected and Biconnected Reliability of a Complete Graph 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
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
H-supermagic labelings for firecrackers, banana trees and flowers 2017
Incremental Network Design with Minimum Spanning Trees 2017
Methoden des maschinellen Lernens und der Computational Intelligence zur Auswertung heterogener Daten in der digitalen Forensik 2017
On a generalized nonlinear heat equation in Besov and Triebel-Lizorkin spaces 2017
Prototypes and matrix relevance learning in complex fourier space 2017
Relational and median variants of Possibilistic Fuzzy C-Means 2017
Scheduling reclaimers serving a stock pad at a coal terminal 2017
Sequence Learning in Unsupervised and Supervised Vector Quantization Using Hankel Matrices 2017
The metric dimension of the circulant graph c(n, ±{1, 2, 3, 4}) 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
A reclaimer scheduling problem arising in coal stockyard management 2016
Adaptive Hausdorff Distances and Tangent Distance Adaptation for Transformation Invariant Classification Learning 2016
Complex Variants of GLVQ Based on Wirtinger’s Calculus 2016
Integration of Expert Knowledge for Interpretable Models in Biomedical Data Analysis (Dagstuhl Seminar 16261) 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
Profiles of low complexity regions in Apicomplexa 2016
Prototype-based Models for the Supervised Learning of Classification Schemes 2016
Prototype-based models in machine learning 2016
Scheduling arc shut downs in a network to maximize flow over time with a bounded number of jobs per time period 2016
Similarities, Dissimilarities and Types of Inner Products for Data Analysis in the Context of Machine Learning 2016
Sophisticated LVQ Classification Models - Beyond Accuracy Optimization 2016
Structural Importance and Local Importance in Network Reliability 2016
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
Bipartition Polynomials, the Ising Model, and Domination in Graphs 2015
Border-sensitive learning in generalized learning vector quantization: an alternative to support vector machines 2015
Broadcast in Wireless Ad-hoc Networks 2015
Building the Library of RNA 3D Nucleotide Conformations Using the Clustering Approach 2015
Characterizing Protein functions: large scale Screening and classification of structural motifs 2015
Data similarities, dissimilarities and types of inner products - a mathematical characterization in the context of machine learning 2015
Heat and Navier-tokes equations in supercritical function spaces 2015
Incremental network design with maximum flows 2015
Isolated Vertices in Random Graphs 2015
Kernelized Vector Quantization in Gradient-Descent Learning 2015
Learning Matrix Quantization and Variants of Relevance Learning 2015
Learning Vector Quantization with Adaptive Cost-Based Outlier-Rejection 2015
Median Variants of Learning Vector Quantization of Dissimilitary Data 2015
Median-LVQ for Classification of Dissimilarity Data based on ROC-Optimization 2015
Non-Euclidean Principal Component Analysis by Hebbian Learning 2015
Persistence of Sulfadoxine-Pyrimethamine Resistance Despite Reduction of Drug Pressure in Malawi 2015
Reliability Analysis of Car Communication Networks 2015
Scheduling network maintenance jobs with release dates and deadlines to maximize total flow over time: Bounds and solution strategies 2015
Stationarity of Matrix Relevance LVQ 2015
Transversals of Random Set Systems 2015
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
Einführung in die Kombinatorik 2014
High Dimensional Matrix Relevance Learning 2014
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
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
Maximal Antichains of Minimum Size 2013
Mixed integer programming based maintenance scheduling for the Hunter Valley coal chain 2013
On solutions of a discretized heat equation in discrete Clifford analysis 2013
Subset-Sum Representations of Domination Polynomials 2013
The Hitchhiking Effect of a Strongly Selected Substitution in Male Germline on Neutral Polymorphism in a Monogamy Population 2013
Differences in selective pressure on dhps and dhfr drug resistant mutations in western Kenya 2012
Domination Reliability 2012
Local population structure of Plasmodium: impact on malaria control and elimination 2012
Recurrence relations and splitting formulas for the domination polynomial 2012
Reliability and Maintenance: Networks and Systems 2012
Scattering theory for a Dirac type operator 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
Counting Connected Set Partitions of Graphs 2011
Evolution of Assortative Mating in a Population Expressing Dominance 2011
Graphentheorie: Eine anwendungsorietierte Einführung, 2. Auflage 2011
The enumeration of vertex induced subgraphs with respect to the number of components 2011
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
Improved Bonferroni Inequalities and Binomially Bounded Functions 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
Generalized Hankel operators on the Fock space 2009
Maximal Flat Antichains of Minimum Weight 2009
Optimization under frequency-dependent selection 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
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
Competitive divergence in non-random mating populations 2005
Reducing the number of monitor units in multileaf collimator field segmentation 2005
Cooperation in the Minority Game with local information 2000
Partitions and network reliability 1999

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VIVO@HSMW

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