Publikationen

• Robust Cluster Analysis and Variable Selection, volume 137 of Statistics and Applied Probability, Chapman & Hall/CRC, Boca Raton, Fl. 2015

• Probabilistic clustering via Pareto solutions and significance tests. Advances of Data Analysis and Classification 12 (2018) 179-202 (with M.T. Gallegos) (Download)
• Strong consistency of k-parameters clustering. Journal of Multivariate Analysis 117 (2013) 14-31 (with M.T. Gallegos) (Download)
• Using combinatorial optimization in model--based trimmed clustering with cardinality constraints. Computational Statistics and Data Analysis 54 (2010) 637--654 (with M.T. Gallegos) (Download)
• Trimmed ML estimation of contaminated mixtures. Sankhya (Series A) 71-A (2009) 164--220 (with M.T. Gallegos) (Download)
• Trimming algorithms for clustering contaminated grouped data and their robustness. Adv. Data Anal. Classif. 3 (2009) 135--167 (with M.T. Gallegos) (Download)
• Automatic segmentation of metaphase cells based on global context and variant analysis. Pattern Recognition 41 (2008) 38--55 (with Le Gao) (Download)
• Parameter estimation under ambiguity and contamination with the spurious model. J. Multivariate Analysis 97 (2006) 1221--1250 (with M.T. Gallegos) (Download)
• A robust method for cluster analysis. Ann. Stat. 33 (2005) 347--380 (with M.T. Gallegos) (Download)
• Lyapunov Functions and Stationary Distributions of Stochastic Evolution Equations. Stochastic Analysis and Applications 21 (2003) 763--799 (with G. Leha) (Download)
• Bayesian Object Identification: Variants. J. Multivariate Analysis 81 (2002) 301--334 (with M.T. Gallegos) (Download)
• Using dominant points and variants for profile extraction from chromosomes. Pattern Recognition 34 (2001) 923--938 (with G. Schreib) (Download)
• Polarity-free automatic classification of chromosomes. Computational Statistics and Data Analysis 35 (2001) 351--372 (with Chr. Pesch) (Download)
• Balanced partitions for Markov chains. Result. Math. 37 (2000) 246--273. In memoriam Ed Hewitt (with M.T. Gallegos) (Download)
• Efficient estimation of neural weights by polynomial approximation. IEEE Trans. Inform. Theory 45 (1999) 1541--1550 (Download)
• Stability of solutions to semilinear stochastic evolution equations. Stochastic Analysis and Applications 17 (1999) 1009--1051 (with G. Leha und B. Maslowski) (Download)
• Automatic classification of chromosomes by means of quadratically asymmetric statistical distributions. Pattern Recognition 32(6) (1999) 997--1008 (with K. Gaggermeier)
• Outliers in Statistical Pattern Recognition and an Application to Automatic Chromosome Classification. Pattern Recognition Letters 18 (1997) 525--539 (with M.T. Gallegos) (Download)
• An Improved Lyapunov-Function Approach to the Behavior of Diffusion Processes in Hilbert spaces. Stochastic Analysis and Applications, 15 (1997) 59--89 (with G. Leha und A. Wakolbinger)
• Automatic context-sensitive karyotyping of human chromosomes based on elliptically symmetric statistical distributions. Pattern Recognition 28 (1995) 823--831 (with M.T. Gallegos, K. Gaggermeier) (Download)
• On the mean sojourn time of jobs in queues with general service disciplines. Adv. Appl. Prob. 26 (1994) 516--538
• Lyapunov-type conditions for stationary distributions of diffusion processes on Hilbert spaces. Stochastics and Stochastics Reports 48 (1994) 195--225 (with G. Leha)
• Elliott-Morse Measures and Kakutani's Dichotomy Theorem. Math. Z. 211 (1992) 247--263 (with E. Hewitt) (Download)
• On the Number of Term Orders. Appl. Alg. in Eng., Comm. and Comp. 2 (1991) 55--79 (with V. Weispfenning) (Download)
• The Mean Waiting Time in a G/G/m/$\infty$-Queue with the LCFS-P Service Discipline. Adv. Appl. Probab. 23 (1991) 406--428 (with U. Wacker)
• A Note on the Lévy-Khinchin Representation of Negative Definite Functions on Hilbert Spaces. J. Austral. Math. Soc. (Series A) 45 (1988) 104--116 (Download)
• On Solutions to Stochastic Differential Equations with Discontinuous Drift in Hilbert Space. Math. Ann. 270 (1985) 109--123 (with G. Leha)
• On Diffusion Processes and Their Semigroups in Hilbert Spaces with an Application to Interacting Stochastic Systems. Ann. Prob. 12 (1984) 1077--1112 (with G. Leha) (Download)
• Conjugate Fourier Series on Certain Solenoids. Trans. Am. Math. Soc. 276 (1983) 817--840 (with E. Hewitt)
• On Integral representation and the Choquet Boundary for Convolution Algebras of Measures. Mh. Math. 93 (1982) 191--209 (with S. Papadopoulou) (Download)
• Fourier series on certain solenoids. Math. Ann. 257 (1981) 61--83 (with E. Hewitt) (Download)
• On dichotomy of Riesz products. Math. Proc. Camb. Phil. Soc. 85 (1979) 79--89 (Download)
• On Kakutani's dichotomy theorem for infinite products of not necessarily independent functions. Math. Ann. 239 (1979) 35--53 (Download)
• Unendliche Produkte unkorrelierter Funktionen auf kompakten, abelschen Gruppen. Math. Scand. 42 (1978) 251--270 (Download)
• Fourier Multipliers for Certain Spaces of Functions with Compact Supports. Inv. math. 40 (1977) 37--57 (with R.E. Edwards und E. Hewitt) (Download)
• The Orlicz-Paley-Sidon Phenomenon for Singular Measures. Symposia Mathematica XXII: Analisi armonica e spazi di funzioni su gruppi localmente compatti (1977) (with E. Hewitt) (Download)
• On the Integrability of Fourier Transforms on Groups. Part II: Fourier-Stieltjes Transforms of Singular Measures. Proc. Royal Irish Acad. 77 (1976) 265--287 (with E. Hewitt)
• Über die Integrierbarkeit von Fourier-Transformierten auf Gruppen. Teil I: Stetige Funktionen mit kompaktem Träger und eine Bemerkung über hyperbolische Differentialoperatoren. Math. Ann. 224 (1976) 77--96 (with E. Hewitt) (Download)
• Konstruktion von Operatoren und Kernen mit Hilfe von Absorptionsmengen. Math. Ann. 216 (1975) 51--66 (Download)

Co-author of papers in medical journals

• Color Doppler, power Doppler and B-flow ultrasound in the assessment of ICA stenosis: Comparison with 64-MD-CT angiography. European Radiology 17 (2007) (with Dirk-André Clevert,T. Johnson, Ernst M. Jung, P.M. Flach, T.I. Strautz, M.T. Gallegos, R. Kubale, C. Becker, and M. Reiser)
• Diagnostics and characterisation of preocclusive stenoses and occlusions of the internal carotid artery with B--flow. European Radiology 17 (2007) 439--447 (with Ernst M. Jung, Reinhard Kubale, M. Teresa Gallegos, Karl-Peter Jungius, Nikolaus Rupp, and Dirk-André Clevert)
• Contrast enhanced harmonic ultrasound for differentiating breast tumors -- First results. Clinical Hemorheology and Microcirculation 33 (2005) 109-120 (with Ernst M. Jung, Karl-Peter Jungius, Nikolaus Rupp, M. Teresa Gallegos, Markus Lenhart, Dirk-André Clevert, and Reinhard Kubale) (Download)

Articles in collections

• Classification and Clustering of Objects with Variants. In W. Gaul, O. Opitz, and M. Schader, eds., Data Analysis, Scientific Modeling and Practical Application. Springer, Heidelberg, 2000, p. 41--50. (Download)
• Realität und mathematisches Modell. Symposium Passau, Schäfer ed. Verlag Josef Duschl, 1999, p. 117-145.
• Wiener's Process, Global Optimization, and Knowledge Representation. In: Norbert Wiener, Synergie, Syntropie, nichtlineare Systeme. Eisenberg et al., eds., 187--208. (1996)
• Famille résolvante associée a des opérateurs ne vérifiant pas le principe du maximum. In "Séminaire de Théorie du Potentiel", M. Brelot, G. Choquet, J. Deny eds. Lecture Notes in Mathematics 518, 184--194, Springer (1976)

Articles in conference proceedings

• Analyzing protein-protein interaction with variant analysis. In A. Okada et al. eds. Cooperation in Classification and Data Analysis. Springer, Berlin, Heidelberg (2009) 115--122 (with M.T. Gallegos) (Download)
• Resolving ambiguity in segmentation problems by the method of variants. In: H.-J. Mucha and G. Ritter eds. Classification and Clustering: Models, Software, and Applications, WIAS Report No. 26 (2009) 41--49 (Download)
• A Bayesian Approach to Object Identification in Pattern Recognition. In: Sanfeliu et al. eds. Proceedings of the 15th International Conference on Pattern Recognition, Vol. 2, Barcelona 2000, pp. 418--421 (mit M.T. Gallegos) (Download)
• Profile and Feature Extraction from Chromosomes. In: Sanfeliu et al. eds. Proceedings of the 15th International Conference on Pattern Recognition, Vol. 2, Barcelona 2000, pp. 287--290 (mit G. Schreib) (Download)
• Outlier Treatment: A New Statistical Method for Automatic Chromosome Classification. In: COMPSTAT Proceedings in Computational Statistics, 12th Symposium, Barcelona 1996, p. 55--56 (with M.T. Gallegos) (Download)
• Quadratically Asymmetric Distributions and Their Application to Chromosome Classification. In: COMPSTAT Proceedings in Computational Statistics, 12th Symposium, Barcelona 1996, p. 99--100 (Download)

Technical reports

• A trimmed version of the EM-algorithm for contaminated mixtures. MIP-0707, Universität Passau, Fakultät für Mathematik und Informatik, 2007 (with M.T. Gallegos) (Download)
• Model-based clustering with the assignment problem. MIP-0610, Universität Passau, Fakultät für Mathematik und Informatik, 2006 (with M.T. Gallegos)
• Estimation of the parameters of a normal population under ambiguity. MIP-0305, Universität Passau, Fakultät für Mathematik und Informatik, 2003 (with M.T. Gallegos)
• Jackson's Theorems and the Number of Hidden Units in Neural Networks for Uniform Approximation. MIP-9415, Report Universität Passau, Fakultät für Mathematik und Informatik, 1994
• On the number of term orders. MIP-9014, Universität Passau, Fakultät für Mathematik und Informatik, 1990 (mit Volker Weispfenning)
• Minimum Principle and Maximality. Lecture Notes Nr. 37, Aarhus Universitet, 1973

Coeditor of conference proceedings

• Classification and Clustering: Models, Software, and Applications. WIAS Report No. 26, 2009 (with H.-J. Mucha) (Download)
• Classification, Automation, and New Media, Proceedings of the 24th Annual Conference of the GfKl, Passau, March 15--17, 2000 (with W. Gaul)
• Stochastic Dynamic Optimization and Applications in Scheduling and Related Areas. MIP--8510, Conference Report, Universität Passau, Fakultät für Mathematik und Informatik (1985) (with F.J. Radermacher and S.M. Ross)

Patent

• System zur Erkennung und Klassifizierung von Objekten. Deutsches Patent 10037742, August 2000

Further publications

• M.T. Gallegos. On Block Skip Free Transition Matrices and First Passage Times. Stochastic Models 19, 37-74 (2003)

• G. Schreib. Eine Laufzeitanalyse des Metropolis-Algorithmus über den kombinatorischen Laplace-Operator, Dissertation, 2001

• M.T. Gallegos. Robust clustering under general normal assumptions. Technical Report MIP-0103,  Fakultät für Mathematik und Informatik, Universität Passau, 2001

• M.T. Gallegos. A Robust Method for Clustering Analysis. Technical Report MIP-0013,  Fakultät für Mathematik und Informatik, Universität Passau, 2000 (Download)

• M.T. Gallegos. On the Dynamics of Evolutionary Games. Technical Report MIP-0014,  Fakultät für Mathematik und Informatik, Universität Passau, 2000 (Download)

• M.T. Gallegos. On block-skip-free transition matrices. Technical Report MIP-0006,  Fakultät für Mathematik und Informatik, Universität Passau, 2000  (Download)

• Ch. Pesch. Eigenschaften des gegenüber Ausreißern robusten MCD-Schätzers und Algorithmen zu seiner Berechnung, Dissertation, dissertation.de, Verlag im Internet GbR, Berlin, 2000

• Ch. Pesch. Computation of the Minimum Covariance Determinant Estimator. in Classification in the Information Age, W. Gaul and H. Locarek-Junge eds., Springer, 1999

• Ch. Pesch. Fast Computation of the Minimum Covariance Determinant Estimator. Technical Report MIP-9806, Fakultät für Mathematik und Informatik, Universität Passau, 1998 (Download)

• M.T. Gallegos. Z-Reversibilität von Markov-Ketten und diskretes Verstärkungslernen, Dissertation, Shaker-Verlag, 1997

• B. Zhao. A Generalized Momentum Method and its Application to Artificial Neural Networks. Dissertation, Shaker-Verlag, 1995,

• U. Wacker. Der Durchsatz eines Tandemsystems von Puffern bei stationärem Eingangsstrom. Technical Report MIP-8801,  Fakultät für Mathematik und Informatik, Universität Passau, 1988