Claus Weihs

Publication Activity (10 Years)

Years Active: 1987-2023
Publications (10 Years): 30

Top Venues

Adv. Data Anal. Classif.

ECDA

CoRR

Comput. Stat.

Publications

Maurizio Vichi, Andrea Cerioli, Hans A. Kestler, Akinori Okada, Claus Weihs
Editorial for ADAC issue 4 of volume 17 (2023). Adv. Data Anal. Classif. 17 (4) (2023)
Maurizio Vichi, Andrea Cerioli, Hans A. Kestler, Akinori Okada, Claus Weihs
Editorial for ADAC issue 2 of volume 17 (2023). Adv. Data Anal. Classif. 17 (2) (2023)
Maurizio Vichi, Andrea Cerioli, Hans A. Kestler, Akinori Okada, Claus Weihs
Editorial for ADAC issue 1 of volume 17 (2023). Adv. Data Anal. Classif. 17 (1) (2023)
Maurizio Vichi, Andrea Cerioli, Hans A. Kestler, Akinori Okada, Claus Weihs
Editorial for ADAC issue 3 of volume 17 (2023). Adv. Data Anal. Classif. 17 (3) (2023)
Maurizio Vichi, Andrea Ceroli, Hans A. Kestler, Akinori Okada, Claus Weihs
Editorial for ADAC issue 3 of volume 16 (2022). Adv. Data Anal. Classif. 16 (3) (2022)
Maurizio Vichi, Andrea Ceroli, Hans A. Kestler, Akinori Okada, Claus Weihs
Editorial for ADAC issue 4 of volume 16 (2022). Adv. Data Anal. Classif. 16 (4) (2022)
Maurizio Vichi, Andrea Cerioli, Hans A. Kestler, Akinori Okada, Claus Weihs
Editorial for ADAC issue 3 of volume 15 (2021). Adv. Data Anal. Classif. 15 (3) (2021)
Maurizio Vichi, Andrea Cerioli, Hans A. Kestler, Akinori Okada, Claus Weihs
Editorial for ADAC issue 1 of volume 15 (2021). Adv. Data Anal. Classif. 15 (1) (2021)
Maurizio Vichi, Andrea Cerioli, Hans A. Kestler, Akinori Okada, Claus Weihs
Editorial for ADAC issue 2 of volume 15 (2021). Adv. Data Anal. Classif. 15 (2) (2021)
Maurizio Vichi, Andrea Cerioli, Hans A. Kestler, Akinori Okada, Claus Weihs
Editorial for ADAC issue 4 of volume 15 (2021). Adv. Data Anal. Classif. 15 (4) (2021)
Dhouha Mejri, Mohamed Limam, Claus Weihs
A new time adjusting control limits chart for concept drift detection. IFAC J. Syst. Control. 17 (2021)
Claus Weihs, Sarah Buschfeld
Combining Prediction and Interpretation in Decision Trees (PrInDT) - a Linguistic Example. CoRR (2021)
Maurizio Vichi, Andrea Cerioli, Hans A. Kestler, Akinori Okada, Claus Weihs
Editorial for ADAC issue 3 of volume 14 (2020). Adv. Data Anal. Classif. 14 (3) (2020)
Dirk Surmann, Uwe Ligges, Claus Weihs
Predicting measurements at unobserved locations in an electrical transmission system. Comput. Stat. 33 (3) (2018)
Daniel Horn, Aydin Demircioglu, Bernd Bischl, Tobias Glasmachers, Claus Weihs
A comparative study on large scale kernelized support vector machines. Adv. Data Anal. Classif. 12 (4) (2018)
Dhouha Mejri, Mohamed Limam, Claus Weihs
A new dynamic weighted majority control chart for data streams. Soft Comput. 22 (2) (2018)
Dirk Surmann, Uwe Ligges, Claus Weihs
Infill Criterion for Multimodal Model-Based Optimisation. CoRR (2018)
Claus Weihs, Tanja Hernández Rodríguez, Maximilian Doeckel, Christoph Marty, Holger Wormer
Arbeitszeiten von Professorinnen und Professoren in Deutschland 2016. AStA Wirtschafts und Sozialstatistisches Arch. 12 (2) (2018)
Swetlana Herbrandt, Uwe Ligges, Manuel Ferreira, Michael Kansteiner, Dirk Biermann, Wolfgang Tillmann, Claus Weihs
Model based optimization of a statistical simulation model for single diamond grinding. Comput. Stat. 33 (3) (2018)
Claus Weihs, Katja Ickstadt
Data Science: the impact of statistics. Int. J. Data Sci. Anal. 6 (3) (2018)
Césaire J. K. Fouodo, Inke R. König, Claus Weihs, Andreas Ziegler, Marvin N. Wright
Support Vector Machines for Survival Analysis with R. R J. 10 (1) (2018)
Klaus Friedrichs, Nadja Bauer, Rainer Martin, Claus Weihs
A computational study of auditory models in music recognition tasks for normal-hearing and hearing-impaired listeners. EURASIP J. Audio Speech Music. Process. 2017 (2017)
Anil M. Nagathil, Claus Weihs, Rainer Martin
Spectral Complexity Reduction of Music Signals for Mitigating Effects of Cochlear Hearing Loss. IEEE ACM Trans. Audio Speech Lang. Process. 24 (3) (2016)
Aydin Demircioglu, Daniel Horn, Tobias Glasmachers, Bernd Bischl, Claus Weihs
Fast model selection by limiting SVM training times. CoRR (2016)
Claus Weihs
Big Data Classification - Aspects on Many Features. Solving Large Scale Learning Tasks (2016)
Oliver Meyer, Claus Weihs
Statistical analysis of sequential process chains based on Errors-in-Variables models. SSCI (2016)
Igor Vatolkin, Günter Rudolph, Claus Weihs
Evaluation of Album Effect for Feature Selection in Music Genre Recognition. ISMIR (2015)
Olaf Mersmann, Mike Preuss, Heike Trautmann, Bernd Bischl, Claus Weihs
Analyzing the BBOB Results by Means of Benchmarking Concepts. Evol. Comput. 23 (1) (2015)
Igor Vatolkin, Günter Rudolph, Claus Weihs
Interpretability of Music Classification as a Criterion for Evolutionary Multi-objective Feature Selection. EvoMUSART (2015)
Daniel Horn, Tobias Wagner, Dirk Biermann, Claus Weihs, Bernd Bischl
Model-Based Multi-objective Optimization: Taxonomy, Multi-Point Proposal, Toolbox and Benchmark. EMO (1) (2015)
Dhouha Mejri, Mohamed Limam, Claus Weihs
Monitoring a Dynamic Weighted Majority Method Based on Datasets with Concept Drift. ECDA (2014)
Swetlana Herbrandt, Claus Weihs, Uwe Ligges, Manuel Pinho Ferreira, Christian Rautert, Dirk Biermann, Wolfgang Tillmann
Optimization of a Simulation for Inhomogeneous Mineral Subsoil Machining. ECDA (2014)
Nadja Bauer, Klaus Friedrichs, Bernd Bischl, Claus Weihs
Fast Model Based Optimization of Tone Onset Detection by Instance Sampling. ECDA (2014)
Bernd Bischl, Simon Wessing, Nadja Bauer, Klaus Friedrichs, Claus Weihs
MOI-MBO: Multiobjective Infill for Parallel Model-Based Optimization. LION (2014)
Claus Weihs, Daniel Horn, Bernd Bischl
Big Data Classification : Aspects on Many Features and Many Observations. ECDA (2014)
Bernd Bischl, Julia Schiffner, Claus Weihs
Benchmarking local classification methods. Comput. Stat. 28 (6) (2013)
Daniel Stoller, Matthias Mauch, Igor Vatolkin, Claus Weihs
Impact of Frame Size and Instrumentation on Chroma-Based Automatic Chord Recognition. ECDA (2013)
Tim Beige, Thomas Terhorst, Claus Weihs, Holger Wormer
The Most Dangerous Districts of Dortmund. GfKl (2012)
Patrick Koch, Bernd Bischl, Oliver Flasch, Thomas Bartz-Beielstein, Claus Weihs, Wolfgang Konen
Tuning and evolution of support vector kernels. Evol. Intell. 5 (3) (2012)
Hans-Hermann Bock, Wolfgang Gaul, Akinori Okada, Maurizio Vichi, Claus Weihs
Editorial. Adv. Data Anal. Classif. 6 (2) (2012)
Issam Ben Khediri, Claus Weihs, Mohamed Limam
Kernel k-means clustering based local support vector domain description fault detection of multimodal processes. Expert Syst. Appl. 39 (2) (2012)
Igor Vatolkin, Mike Preuß, Günter Rudolph, Markus Eichhoff, Claus Weihs
Multi-objective evolutionary feature selection for instrument recognition in polyphonic audio mixtures. Soft Comput. 16 (12) (2012)
Oliver Meyer, Bernd Bischl, Claus Weihs
Support Vector Machines on Large Data Sets: Simple Parallel Approaches. GfKl (2012)
Markus Eichhoff, Claus Weihs
Recognition of Musical Instruments in Intervals and Chords. GfKl (2012)
Nadja Bauer, Klaus Friedrichs, Dominik Kirchhoff, Julia Schiffner, Claus Weihs
Tone Onset Detection Using an Auditory Model. GfKl (2012)
Bernd Bischl, Julia Schiffner, Claus Weihs
Benchmarking Classification Algorithms on High-Performance Computing Clusters. GfKl (2012)
Igor Vatolkin, Bernd Bischl, Günter Rudolph, Claus Weihs
Statistical Comparison of Classifiers for Multi-objective Feature Selection in Instrument Recognition. GfKl (2012)
Bernd Bischl, Olaf Mersmann, Heike Trautmann, Claus Weihs
Resampling Methods for Meta-Model Validation with Recommendations for Evolutionary Computation. Evol. Comput. 20 (2) (2012)
Igor Vatolkin, Günther Rötter, Claus Weihs
Music Genre Prediction by Low-Level and High-Level Characteristics. GfKl (2012)
Hans-Hermann Bock, Wolfgang Gaul, Akinori Okada, Maurizio Vichi, Claus Weihs
Editorial. Adv. Data Anal. Classif. 6 (3) (2012)
Olaf Mersmann, Bernd Bischl, Heike Trautmann, Mike Preuss, Claus Weihs, Günter Rudolph
Exploratory landscape analysis. GECCO (2011)
Ben Khediri Issam, Mohamed Limam, Claus Weihs
Variable window adaptive Kernel Principal Component Analysis for nonlinear nonstationary process monitoring. Comput. Ind. Eng. 61 (3) (2011)
Karsten Luebke, Claus Weihs
Linear dimension reduction in classification: adaptive procedure for optimum results. Adv. Data Anal. Classif. 5 (3) (2011)
Holger Blume, Bernd Bischl, Martin Botteck, Christian Igel, Rainer Martin, Günther Rötter, Günter Rudolph, Wolfgang M. Theimer, Igor Vatolkin, Claus Weihs
Huge Music Archives on Mobile Devices. IEEE Signal Process. Mag. 28 (4) (2011)
Claus Weihs, Klaus Friedrichs, Markus Eichhoff, Igor Vatolkin
Software in Music Information Retrieval. GfKl (2010)
Olaf Mersmann, Heike Trautmann, Boris Naujoks, Claus Weihs
On the Distribution of EMOA Hypervolumes. LION (2010)
Claus Weihs, Olaf Mersmann, Bernd Bischl, Arno Fritsch, Heike Trautmann, Till Moritz Karbach, Bernhard Spaan
A Case Study on the Use of Statistical Classification Methods in Particle Physics. GfKl (2010)
Markus Eichhoff, Claus Weihs
Musical Instrument Recognition by High-Level Features. GfKl (2010)
Israa Al-Qaysi, Rainer Unland, Claus Weihs, Cherif Branki
Medical Optimal Decision Making under Uncertainty without Assuming Independence of Symptoms. INCoS (2010)
Claus Weihs, Amor Messaoud, Nils Raabe
Control charts based on models derived from differential equations. Qual. Reliab. Eng. Int. 26 (8) (2010)
Julia Schiffner, Bernd Bischl, Claus Weihs
Bias-Variance Analysis of Local Classification Methods. GfKl (2010)
Bernd Bischl, Markus Eichhoff, Claus Weihs
Selecting Groups of Audio Features by Statistical Tests and the Group Lasso. Sprachkommunikation (2010)
Olaf Mersmann, Heike Trautmann, Boris Naujoks, Claus Weihs
Benchmarking evolutionary multiobjective optimization algorithms. IEEE Congress on Evolutionary Computation (2010)
Claus Weihs, Gero Szepannek
Distances in Classification. Trans. Case Based Reason. 2 (1) (2009)
Gero Szepannek, Tamás Harczos, Frank Klefenz, Claus Weihs
Extending features for automatic speech recognition by means of auditory modelling. EUSIPCO (2009)
Gero Szepannek, Bernd Bischl, Claus Weihs
On the combination of locally optimal pairwise classifiers. Eng. Appl. Artif. Intell. 22 (1) (2009)
Claus Weihs, Gero Szepannek
Distances in Classification. ICDM (2009)
Katrin Sommer, Claus Weihs
Analysis of Polyphonic Musical Time Series. GfKl (2008)
Magdalena Thöne, Claus Weihs
Vielseitig und gefragt: Absolventinnen und Absolventen des Dortmunder Studiengangs Statistik. AStA Wirtschafts und Sozialstatistisches Arch. 2 (1-2) (2008)
Nils Raabe, Dirk Enk, Dirk Biermann, Claus Weihs
Dynamic Disturbances in BTA Deep-Hole Drilling: Modelling Chatter and Spiralling as Regenerative Effects. GfKl (2008)
Joachim Kunert, Claus Weihs
Seventh Annual ENBIS Conference. Qual. Reliab. Eng. Int. 24 (6) (2008)
Julia Schiffner, Gero Szepannek, Thierry Monthé, Claus Weihs
Localized Logistic Regression for Categorical Influential Factors. GfKl (2008)
Amor Messaoud, Claus Weihs, Franz Hering
Detection of chatter vibration in a drilling process using multivariate control charts. Comput. Stat. Data Anal. 52 (6) (2008)
Gero Szepannek, Julia Schiffner, Julie Wilson, Claus Weihs
Local Modelling in Classification. ICDM (2008)
Julia Schiffner, Claus Weihs
Comparison of Local Classification Methods. GfKl (2007)
Martin Gebel, Claus Weihs
Calibrating Margin-Based Classifier Scores into Polychotomous Probabilities. GfKl (2007)
Gero Szepannek, Bernd Bischl, Claus Weihs
On the Combination of Locally Optimal Pairwise Classifiers. MLDM (2007)
Klaus Weinert, Claus Weihs, Oliver Webber, Nils Raabe
Varying bending eigenfrequencies in BTA deep hole drilling: mechanical modeling using statistical parameter estimation. Prod. Eng. 1 (2) (2007)
Claus Weihs, Uwe Ligges, Fabian Mörchen, Daniel Müllensiefen
Classification in music research. Adv. Data Anal. Classif. 1 (3) (2007)
Amor Messaoud, Claus Weihs
On the Properties of the Rank Based Multivariate Exponentially Weighted Moving Average Control Charts. GfKl (2007)
Katrin Sommer, Claus Weihs
A Comparative Study on Polyphonic Musical Time Series Using MCMC Methods. GfKl (2007)
Claus Weihs, Heike Trautmann
Parallel Universes: Multi-Criteria Optimization. Parallel Universes and Local Patterns (2007)
Katrin Sommer, Claus Weihs
Using MCMC as a Stochastic Optimization Procedure for Monophonic and Polyphonic Sound. GfKl (2006)
Gero Szepannek, Claus Weihs
Local Modelling in Classification on Different Feature Subspaces. ICDM (2006)
Martin Gebel, Claus Weihs
Calibrating Classifier Scores into Probabilities. GfKl (2006)
Irina Czogiel, Karsten Luebke, Marc Zentgraf, Claus Weihs
Localized Linear Discriminant Analysis. GfKl (2006)
Gero Szepannek, Tamás Harczos, Frank Klefenz, András Kátai, Patrick Schikowski, Claus Weihs
Vowel Classification by a Neurophysiologically Parameterized Auditory Model. GfKl (2006)
Gero Szepannek, Karsten Luebke, Claus Weihs
Understanding Patterns with Different Subspace Classification. MLDM (2005)
Nils Raabe, Oliver Webber, Winfried Theis, Claus Weihs
Spiralling in BTA Deep-hole Drilling: Models of Varying Frequencies. GfKl (2005)
Daniel Enache, Claus Weihs, Ursula Garczarek
Classification-relevant Importance Measures for the West German Business Cycle. GfKl (2005)
Amor Messaoud, Claus Weihs, Franz Hering
Nonlinear Time Series Modelling: Monitoring a Drilling Process. GfKl (2005)
Claus Weihs, Uwe Ligges
Parameter Optimization in Automatic Transcription of Music. GfKl (2005)
Gero Szepannek, Frank Klefenz, Claus Weihs
Schallanalyse Neuronale Repräsentation des Hörvorgangs als Basis. Inform. Spektrum 28 (5) (2005)
Karsten Luebke, Claus Weihs
Improving feature extraction by replacing the Fisher criterion by an upper error bound. Pattern Recognit. 38 (11) (2005)
Gero Szepannek, Claus Weihs
Variable Selection for Discrimination of More Than Two Classes Where Data are Sparse. GfKl (2005)
Reinhard Kopiez, Claus Weihs, Uwe Ligges, Ji Lee
In Search of Variables Distinguishing Low and High Achievers in Music Sight Reading Task. GfKl (2004)
Ernst-Otto Sommerer, Claus Weihs
Introduction to the Contest "Social Milieus in Dortmund". GfKl (2004)
Ursula Garczarek, Claus Weihs
Incorporating Background Knowledge for Better Prediction of Cycle Phases. Knowl. Inf. Syst. 6 (5) (2004)
Nils Raabe, Karsten Luebke, Claus Weihs
KMC/EDAM: A New Approach for the Visualization of K-Means Clustering Results. GfKl (2004)
Christian Röver, Frank Klefenz, Claus Weihs
Identification of Musical Instruments by Means of the Hough-Transformation. GfKl (2004)

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Publication Activity (10 Years)

Top Topics

Top Venues

Claus Weihs