Barbara Hammer
Orcid: 0000-0002-0935-5591Affiliations:
- Bielefeld University, Faculty of Technology
- Clausthal University of Technology, Computer Science Institute
- University of Osnabrück, Institute of Computer Science
According to our database1,
Barbara Hammer
authored at least 439 papers
between 1996 and 2024.
Collaborative distances:
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Bibliography
2024
Retrieval Augmented Generation Systems: Automatic Dataset Creation, Evaluation and Boolean Agent Setup.
CoRR, 2024
SVARM-IQ: Efficient Approximation of Any-order Shapley Interactions through Stratification.
CoRR, 2024
Proceedings of the Advances in Intelligent Data Analysis XXII, 2024
Investigating the Suitability of Concept Drift Detection for Detecting Leakages in Water Distribution Networks.
Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods, 2024
Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods, 2024
Predicting the Level of Co-Activation of One Muscle Head from the Other Muscle Head of the Biceps Brachii Muscle by Linear Regression and Shallow Feedforward Neural Networks.
Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, 2024
Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Incremental permutation feature importance (iPFI): towards online explanations on data streams.
Mach. Learn., December, 2023
Interpretable SAM-kNN Regressor for Incremental Learning on High-Dimensional Data Streams.
Appl. Artif. Intell., December, 2023
"I do not know! but why?" - Local model-agnostic example-based explanations of reject.
Neurocomputing, November, 2023
Neural Process. Lett., October, 2023
SN Comput. Sci., July, 2023
Neural Comput. Appl., April, 2023
Algorithms, April, 2023
AutoML technologies for the identification of sparse classification and outlier detection models.
Appl. Soft Comput., January, 2023
Let's go to the Alien Zoo: Introducing an experimental framework to study usability of counterfactual explanations for machine learning.
Frontiers Comput. Sci., 2023
Trust, distrust, and appropriate reliance in (X)AI: a survey of empirical evaluation of user trust.
CoRR, 2023
Localization of Small Leakages in Water Distribution Networks using Concept Drift Explanation Methods.
CoRR, 2023
One or Two Things We know about Concept Drift - A Survey on Monitoring Evolving Environments.
CoRR, 2023
Combining self-labeling and demand based active learning for non-stationary data streams.
CoRR, 2023
Proceedings of the Explainable Artificial Intelligence, 2023
For Better or Worse: The Impact of Counterfactual Explanations' Directionality on User Behavior in xAI.
Proceedings of the Explainable Artificial Intelligence, 2023
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Computational Intelligence, 2023
Proceedings of the Advances in Computational Intelligence, 2023
Proceedings of the Advances in Computational Intelligence, 2023
Measuring Fairness with Biased Data: A Case Study on the Effects of Unsupervised Data in Fairness Evaluation.
Proceedings of the Advances in Computational Intelligence, 2023
Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2023
Proceedings of the International Joint Conference on Neural Networks, 2023
Proceedings of the Advances in Intelligent Data Analysis XXI, 2023
Proceedings of the Advances in Intelligent Data Analysis XXI, 2023
Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods, 2023
Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods, 2023
Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods, 2023
"Why Here and not There?": Diverse Contrasting Explanations of Dimensionality Reduction.
Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods, 2023
Proceedings of the 3rd Workshop on Machine Learning and Systems, 2023
2022
IEEE Trans. Neural Networks Learn. Syst., 2022
Neural Comput. Appl., 2022
Künstliche Intell., 2022
Neurocomputing, 2022
Efficient computation of counterfactual explanations and counterfactual metrics of prototype-based classifiers.
Neurocomputing, 2022
CoRR, 2022
"Explain it in the Same Way!" - Model-Agnostic Group Fairness of Counterfactual Explanations.
CoRR, 2022
BERT WEAVER: Using WEight AVERaging to Enable Lifelong Learning for Transformer-based Models.
CoRR, 2022
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022
Proceedings of the International Joint Conference on Neural Networks, 2022
Proceedings of the International Joint Conference on Neural Networks, 2022
Proceedings of the International Joint Conference on Neural Networks, 2022
Proceedings of the 14th International Joint Conference on Computational Intelligence, 2022
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2022, 2022
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2022, 2022
Intelligent Learning Rate Distribution to Reduce Catastrophic Forgetting in Transformers.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2022, 2022
Proceedings of the Advances in Intelligent Data Analysis XX, 2022
Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods, 2022
Taking Care of Our Drinking Water: Dealing with Sensor Faults in Water Distribution Networks.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022
Stream-Based Active Learning with Verification Latency in Non-stationary Environments.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022
Keep Your Friends Close and Your Counterfactuals Closer: Improved Learning From Closest Rather Than Plausible Counterfactual Explanations in an Abstract Setting.
Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022
From hyperspectral to multispectral sensing - from simulation to reality: A comprehensive approach for calibration model transfer.
Proceedings of the 30th European Symposium on Artificial Neural Networks, 2022
Proceedings of the 30th European Symposium on Artificial Neural Networks, 2022
Proceedings of the 30th European Symposium on Artificial Neural Networks, 2022
Proceedings of the 30th European Symposium on Artificial Neural Networks, 2022
Proceedings of the 30th European Symposium on Artificial Neural Networks, 2022
Proceedings of the 30th European Symposium on Artificial Neural Networks, 2022
2021
Explanation as a Social Practice: Toward a Conceptual Framework for the Social Design of AI Systems.
IEEE Trans. Cogn. Dev. Syst., 2021
Efficient Reject Options for Particle Filter Object Tracking in Medical Applications.
Sensors, 2021
Decentralized control and local information for robust and adaptive decentralized Deep Reinforcement Learning.
Neural Networks, 2021
CoRR, 2021
Towards an automatic analysis of CHO-K1 suspension growth in microfluidic single-cell cultivation.
Bioinform., 2021
Autom., 2021
Online Learning on Non-Stationary Data Streams for Image Recognition using Deep Embeddings.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021
On the suitability of incremental learning for regression tasks in exoskeleton control.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021
Estimating the Electrical Power Output of Industrial Devices with End-to-End Time-Series Classification in the Presence of Label Noise.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021
Proceedings of the Advances in Computational Intelligence, 2021
Proceedings of the Advances in Computational Intelligence, 2021
Proceedings of the International Joint Conference on Neural Networks, 2021
Machine Learning in Non-Stationary Environments.
Proceedings of the 13th International Joint Conference on Computational Intelligence, 2021
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2021, 2021
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2021, 2021
Proceedings of the 9th International Conference on Learning Representations, 2021
Proceedings of the 29th European Symposium on Artificial Neural Networks, 2021
Application of Graph Convolutions in a Lightweight Model for Skeletal Human Motion Forecasting.
Proceedings of the 29th European Symposium on Artificial Neural Networks, 2021
Proceedings of the 29th European Symposium on Artificial Neural Networks, 2021
Proceedings of the 29th European Symposium on Artificial Neural Networks, 2021
2020
Neural Comput. Appl., 2020
Feature relevance determination for ordinal regression in the context of feature redundancies and privileged information.
Neurocomputing, 2020
Deep-Aligned Convolutional Neural Network for Skeleton-Based Action Recognition and Segmentation.
Data Sci. Eng., 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
DeepView: Visualizing Classification Boundaries of Deep Neural Networks as Scatter Plots Using Discriminative Dimensionality Reduction.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
Proceedings of the Advances in Intelligent Data Analysis XVIII, 2020
Towards Non-Parametric Drift Detection via Dynamic Adapting Window Independence Drift Detection (DAWIDD).
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2020, 2020
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2020, 2020
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2020, 2020
Proceedings of the 28th European Symposium on Artificial Neural Networks, 2020
Proceedings of the 28th European Symposium on Artificial Neural Networks, 2020
Proceedings of the 28th European Symposium on Artificial Neural Networks, 2020
2019
CoRR, 2019
DeepView: Visualizing the behavior of deep neural networks in a part of the data space.
CoRR, 2019
Proceedings of the Advances in Self-Organizing Maps, Learning Vector Quantization, Clustering and Data Visualization, 2019
Interpretable Discriminative Dimensionality Reduction and Feature Selection on the Manifold.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019
Large-Margin Multiple Kernel Learning for Discriminative Features Selection and Representation Learning.
Proceedings of the International Joint Conference on Neural Networks, 2019
Personalized Online Learning of Whole-Body Motion Classes using Multiple Inertial Measurement Units.
Proceedings of the International Conference on Robotics and Automation, 2019
Proceedings of the IEEE International Conference on Industrial Technology, 2019
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Theoretical Neural Computation, 2019
Proceedings of the 27th European Symposium on Artificial Neural Networks, 2019
Multiple-Kernel dictionary learning for reconstruction and clustering of unseen multivariate time-series.
Proceedings of the 27th European Symposium on Artificial Neural Networks, 2019
Recent trends in streaming data analysis, concept drift and analysis of dynamic data sets.
Proceedings of the 27th European Symposium on Artificial Neural Networks, 2019
Interpretable Multiple-Kernel Prototype Learning for Discriminative Representation and Feature Selection.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019
Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2019
2018
Neural Process. Lett., 2018
Knowl. Inf. Syst., 2018
Expectation maximization transfer learning and its application for bionic hand prostheses.
Neurocomputing, 2018
Incremental on-line learning: A review and comparison of state of the art algorithms.
Neurocomputing, 2018
Neurocomputing, 2018
IEEE Comput. Intell. Mag., 2018
Classification of motor errors to provide real-time feedback for sports coaching in virtual reality - A case study in squats and Tai Chi pushes.
Comput. Graph., 2018
flowLearn: fast and precise identification and quality checking of cell populations in flow cytometry.
Bioinform., 2018
Generation of Adversarial Examples to Prevent Misclassification of Deep Neural Network based Condition Monitoring Systems for Cyber-Physical Production Systems.
Proceedings of the 16th IEEE International Conference on Industrial Informatics, 2018
A Geometric Approach to Clustering Based Anomaly Detection for Industrial Applications.
Proceedings of the IECON 2018, 2018
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018
Proceedings of the Advances in Intelligent Data Analysis XVII, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
Proceedings of the IEEE International Conference on Data Mining, 2018
Proceedings of the IEEE International Conference on Data Mining, 2018
Skill Memories for Parameterized Dynamic Action Primitives on the Pneumatically Driven Humanoid Robot Child Affetto.
Proceedings of the 2018 Joint IEEE 8th International Conference on Development and Learning and Epigenetic Robotics, 2018
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018
Proceedings of the 26th European Symposium on Artificial Neural Networks, 2018
Proceedings of the 26th European Symposium on Artificial Neural Networks, 2018
2017
IEEE Trans. Neural Networks Learn. Syst., 2017
Neurocomputing, 2017
The Continuous Hint Factory - Providing Hints in Vast and Sparsely Populated Edit Distance Spaces.
CoRR, 2017
Proceedings of the 12th International Workshop on Self-Organizing Maps and Learning Vector Quantization, 2017
Effects of variability in synthetic training data on convolutional neural networks for 3D head reconstruction.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
Linear supervised transfer learning for the large margin nearest neighbor classifier.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017
Proceedings of the 25th European Symposium on Artificial Neural Networks, 2017
Proceedings of the 25th European Symposium on Artificial Neural Networks, 2017
Proceedings of the Artificial Intelligence in Medicine, 2017
2016
Pattern Anal. Appl., 2016
Adaptive structure metrics for automated feedback provision in intelligent tutoring systems.
Neurocomputing, 2016
acdc - Automated Contamination Detection and Confidence estimation for single-cell genome data.
BMC Bioinform., 2016
Proceedings of the Advances in Self-Organizing Maps and Learning Vector Quantization, 2016
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Proceedings of the IEEE 16th International Conference on Data Mining, 2016
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2016, 2016
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2016, 2016
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2016, 2016
Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016
Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016
Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016
Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016
Execution Traces as a Powerful Data Representation for Intelligent Tutoring Systems for Programming.
Proceedings of the 9th International Conference on Educational Data Mining, 2016
Proceedings of the Astroinformatics 2016, Sorrento, Italy, October 19-25, 2016, 2016
2015
WIREs Data Mining Knowl. Discov., 2015
Neural Process. Lett., 2015
Learning Feedback in Intelligent Tutoring Systems - Report of the FIT Project, Conducted from December 2011 to March 2015.
Künstliche Intell., 2015
Neurocomputing, 2015
Efficient approximations of robust soft learning vector quantization for non-vectorial data.
Neurocomputing, 2015
Neurocomputing, 2015
Neurocomputing, 2015
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015
Discriminative dimensionality reduction for regression problems using the Fisher metric.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Metric Learning in Dimensionality Reduction.
Proceedings of the ICPRAM 2015, 2015
Proceedings of the 23rd European Symposium on Artificial Neural Networks, 2015
Certainty-based prototype insertion/deletion for classification with metric adaptation.
Proceedings of the 23rd European Symposium on Artificial Neural Networks, 2015
Proceedings of the 23rd European Symposium on Artificial Neural Networks, 2015
A Toolbox for Adaptive Sequence Dissimilarity Measures for Intelligent Tutoring Systems.
Proceedings of the 8th International Conference on Educational Data Mining, 2015
Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015
Proceedings of the Computer Analysis of Images and Patterns, 2015
2014
Pattern Recognit. Lett., 2014
Int. J. Learn. Technol., 2014
IEEE Comput. Intell. Mag., 2014
Proceedings of the Advances in Self-Organizing Maps and Learning Vector Quantization, 2014
Rejection Strategies for Learning Vector Quantization - A Comparison of Probabilistic and Deterministic Approaches.
Proceedings of the Advances in Self-Organizing Maps and Learning Vector Quantization, 2014
How to Select an Example? A Comparison of Selection Strategies in Example-Based Learning.
Proceedings of the Intelligent Tutoring Systems - 12th International Conference, 2014
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2014, 2014
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2014, 2014
Proceedings of the 22th European Symposium on Artificial Neural Networks, 2014
Proceedings of the 22th European Symposium on Artificial Neural Networks, 2014
Proceedings of the 22th European Symposium on Artificial Neural Networks, 2014
Proceedings of the 22th European Symposium on Artificial Neural Networks, 2014
Proceedings of the 22th European Symposium on Artificial Neural Networks, 2014
Proceedings of the 2014 IEEE Symposium on Computational Intelligence and Data Mining, 2014
2013
Proceedings of the Advances in Computational Intelligence, 2013
Proceedings of the Advances in Computational Intelligence, 2013
Nonlinear Dimensionality Reduction for Cluster Identification in Metagenomic Samples.
Proceedings of the 17th International Conference on Information Visualisation, 2013
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2013, 2013
Applications of Discriminative Dimensionality Reduction.
Proceedings of the ICPRAM 2013, 2013
Proceedings of the Pattern Recognition Applications and Methods - International Conference, 2013
Proceedings of the Neural Information Processing - 20th International Conference, 2013
Proceedings of the IEEE 13th International Conference on Advanced Learning Technologies, 2013
Proceedings of the 21st European Symposium on Artificial Neural Networks, 2013
Proceedings of the 21st European Symposium on Artificial Neural Networks, 2013
Proceedings of the 21st European Symposium on Artificial Neural Networks, 2013
Proceedings of the 6th International Conference on Educational Data Mining, 2013
Regularization and improved interpretation of linear data mappings and adaptive distance measures.
Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2013
Proceedings of the Brain-Inspired Computing - International Workshop, 2013
Proceedings of the Artificial Intelligence in Education - 16th International Conference, 2013
2012
Neural Networks, 2012
Neural Comput., 2012
Neurocomputing, 2012
Proceedings of the Advances in Self-Organizing Maps - 9th International Workshop, 2012
Proceedings of the Advances in Self-Organizing Maps - 9th International Workshop, 2012
Proceedings of the Intelligent Tutoring Systems - 11th International Conference, 2012
Proceedings of the Advances in Neural Networks - ISNN 2012, 2012
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
Proceedings of the Artificial Intelligence Applications and Innovations, 2012
Proceedings of the Advances in Intelligent Data Analysis XI - 11th International Symposium, 2012
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012
Proceedings of the Hybrid Artificial Intelligent Systems - 7th International Conference, 2012
Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012
Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012
Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012
Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012
Feedback Provision Strategies in Intelligent Tutoring Systems Based on Clustered Solution Spaces.
Proceedings of the DeLFI 2012, 2012
How to Quantitatively Compare Data Dissimilarities for Unsupervised Machine Learning?
Proceedings of the Artificial Neural Networks in Pattern Recognition, 2012
Proceedings of the Artificial Neural Networks in Pattern Recognition, 2012
Proceedings of the New Trends in Databases and Information Systems, 2012
2011
Neurocomputing, 2011
Dagstuhl Reports, 2011
CoRR, 2011
Supervised learning of short and high-dimensional temporal sequences for life science measurements
CoRR, 2011
Proceedings of the Advances in Self-Organizing Maps - 8th International Workshop, 2011
Proceedings of the Advances in Self-Organizing Maps - 8th International Workshop, 2011
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2011, 2011
Proceedings of the Advances in Intelligent Data Analysis X - 10th International Symposium, 2011
Proceedings of the Neural Information Processing - 18th International Conference, 2011
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2011, 2011
Proceedings of the 19th European Symposium on Artificial Neural Networks, 2011
Proceedings of the 19th European Symposium on Artificial Neural Networks, 2011
Proceedings of the 19th European Symposium on Artificial Neural Networks, 2011
Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2011
Proceedings of the 2011 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2011
2010
Neural Networks, 2010
Knowl. Inf. Syst., 2010
Neurocomputing, 2010
Adaptive local dissimilarity measures for discriminative dimension reduction of labeled data.
Neurocomputing, 2010
Log. J. IGPL, 2010
Proceedings of the KI 2010: Advances in Artificial Intelligence, 2010
Proceedings of the Intelligent Data Engineering and Automated Learning, 2010
Proceedings of the Artificial Intelligence and Soft Computing, 2010
Proceedings of the 18th European Symposium on Artificial Neural Networks, 2010
Proceedings of the 18th European Symposium on Artificial Neural Networks, 2010
Proceedings of the 18th European Symposium on Artificial Neural Networks, 2010
Exploratory Observation Machine (XOM) with Kullback-Leibler Divergence for Dimensionality Reduction and Visualization.
Proceedings of the 18th European Symposium on Artificial Neural Networks, 2010
Proceedings of the Learning paradigms in dynamic environments, 25.07. - 30.07.2010, 2010
Proceedings of the Learning paradigms in dynamic environments, 25.07. - 30.07.2010, 2010
Proceedings of the Learning paradigms in dynamic environments, 25.07. - 30.07.2010, 2010
Proceedings of the Artificial Neural Networks in Pattern Recognition, 2010
Proceedings of the Artificial Neural Networks in Pattern Recognition, 2010
Proceedings of the Artificial Neural Networks in Pattern Recognition, 2010
2009
Proceedings of the Innovations in Neural Information Paradigms and Applications, 2009
Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009
Artif. Intell. Medicine, 2009
Proceedings of the Advances in Self-Organizing Maps, 7th International Workshop, 2009
Proceedings of the Advances in Self-Organizing Maps, 7th International Workshop, 2009
Proceedings of the Graph-Based Representations in Pattern Recognition, 2009
Proceedings of the 17th European Symposium on Artificial Neural Networks, 2009
Proceedings of the 17th European Symposium on Artificial Neural Networks, 2009
Proceedings of the 17th European Symposium on Artificial Neural Networks, 2009
Proceedings of the 17th European Symposium on Artificial Neural Networks, 2009
Proceedings of the 17th European Symposium on Artificial Neural Networks, 2009
Proceedings of the Similarity-Based Clustering, 2009
Proceedings of the Similarity-Based Clustering, 2009
Proceedings of the Similarity-based learning on structures, 15.02. - 20.02.2009, 2009
Proceedings of the Similarity-based learning on structures, 15.02. - 20.02.2009, 2009
Proceedings of the Computer Analysis of Images and Patterns, 13th International Conference, 2009
2008
Analysis of Spectral Data in Clinical Proteomics by Use of Learning Vector Quantizers.
Proceedings of the Computational Intelligence in Biomedicine and Bioinformatics, 2008
Neurocomputing, 2008
Neurocomputing, 2008
Int. J. Approx. Reason., 2008
Classification of mass-spectrometric data in clinical proteomics using learning vector quantization methods.
Briefings Bioinform., 2008
Thinning Mesh Animations.
Proceedings of the 13th International Fall Workshop on Vision, Modeling, and Visualization, 2008
Comparison of Cluster Algorithms for the Analysis of Text Data Using Kolmogorov Complexity.
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008
Proceedings of the Artificial Neural Networks, 2008
Proceedings of the 16th European Symposium on Artificial Neural Networks, 2008
Proceedings of the 16th European Symposium on Artificial Neural Networks, 2008
08041 Abstracts Collection -- Recurrent Neural Networks - Models, Capacities, and Applications.
Proceedings of the Recurrent Neural Networks - Models, Capacities, and Applications, 20.01., 2008
Proceedings of the Recurrent Neural Networks - Models, Capacities, and Applications, 20.01., 2008
Robust Centroid-Based Clustering using Derivatives of Pearson Correlation.
Proceedings of the First International Conference on Biomedical Electronics and Devices, 2008
Proceedings of the Artificial Neural Networks in Pattern Recognition, Third IAPR Workshop, 2008
Proceedings of the Artificial Neural Networks in Pattern Recognition, Third IAPR Workshop, 2008
Single Pass Clustering and Classification of Large Dissimilarity Datasets.
Proceedings of the International Conference on Artificial Intelligence and Pattern Recognition, 2008
2007
Proceedings of the Perspectives of Neural-Symbolic Integration, 2007
Adaptive Contextual Processing of Structured Data by Recursive Neural Networks: A Survey of Computational Properties.
Proceedings of the Perspectives of Neural-Symbolic Integration, 2007
Analysis of Proteomic Spectral Data by Multi Resolution Analysis and Self-Organizing Maps.
Proceedings of the Applications of Fuzzy Sets Theory, 2007
Proceedings of the KI 2007: Advances in Artificial Intelligence, 2007
Proceedings of the Computational and Ambient Intelligence, 2007
Supervised Neural Gas for Classification of Functional Data and Its Application to the Analysis of Clinical Proteom Spectra.
Proceedings of the Computational and Ambient Intelligence, 2007
Proceedings of the Computational and Ambient Intelligence, 2007
Proceedings of the International Joint Conference on Neural Networks, 2007
Proceedings of the Advances in Intelligent Data Analysis VII, 2007
Proceedings of the 15th European Symposium on Artificial Neural Networks, 2007
Proceedings of the 15th European Symposium on Artificial Neural Networks, 2007
Proceedings of the 15th European Symposium on Artificial Neural Networks, 2007
Learning Vector Quantization: generalization ability and dynamics of competing prototypes.
Proceedings of the Similarity-based Clustering and its Application to Medicine and Biology, 25.03., 2007
Proceedings of the Probabilistic, Logical and Relational Learning - A Further Synthesis, 15.04., 2007
Proceedings of the Similarity-based Clustering and its Application to Medicine and Biology, 25.03., 2007
07131 Abstracts Collection -- Similarity-based Clustering and its Application to Medicine and Biology.
Proceedings of the Similarity-based Clustering and its Application to Medicine and Biology, 25.03., 2007
07131 Summary -- Similarity-based Clustering and its Application to Medicine and Biology.
Proceedings of the Similarity-based Clustering and its Application to Medicine and Biology, 25.03., 2007
2006
Comparison of relevance learning vector quantization with other metric adaptive classification methods.
Neural Networks, 2006
Neural Networks, 2006
Künstliche Intell., 2006
Neurocomputing, 2006
Generalized relevance LVQ (GRLVQ) with correlation measures for gene expression analysis.
Neurocomputing, 2006
Neurocomputing, 2006
Proceedings of the Neural Information Processing, 13th International Conference, 2006
Learning Vector Quantization Classification with Local Relevance Determination for Medical Data.
Proceedings of the Artificial Intelligence and Soft Computing, 2006
Proceedings of the 14th European Symposium on Artificial Neural Networks, 2006
Proceedings of the 19th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2006), 2006
Proceedings of the Biologically Inspired Approaches to Advanced Information Technology, 2006
Proceedings of the Artificial Neural Networks in Pattern Recognition, Second IAPR Workshop, 2006
Proceedings of the Artificial Neural Networks in Pattern Recognition, Second IAPR Workshop, 2006
2005
Theor. Comput. Sci., 2005
Neural Networks, 2005
Neural Comput., 2005
Neurocomputing, 2005
Local Metric Adaptation for Soft Nearest Prototype Classification to Classify Proteomic Data.
Proceedings of the Fuzzy Logic and Applications, 6th International Workshop, 2005
Proceedings of the Fourth International Conference on Machine Learning and Applications, 2005
Proceedings of the 13th European Symposium on Artificial Neural Networks, 2005
Proceedings of the 13th European Symposium on Artificial Neural Networks, 2005
Proceedings of the 13th European Symposium on Artificial Neural Networks, 2005
Proceedings of the 13th European Symposium on Artificial Neural Networks, 2005
2004
Neurocomputing, 2004
Supervised relevance neural gas and unified maximum separability analysis for classification of mass spectrometric data.
Proceedings of the 2004 International Conference on Machine Learning and Applications, 2004
Proceedings of the Artificial Intelligence and Soft Computing, 2004
Proceedings of the 12th European Symposium on Artificial Neural Networks, 2004
Proceedings of the 12th European Symposium on Artificial Neural Networks, 2004
Proceedings of the Compositional Connectionism in Cognitive Science, 2004
2003
Neural Process. Lett., 2003
Neural Comput., 2003
Neural Comput., 2003
Proceedings of the 11th European Symposium on Artificial Neural Networks, 2003
Proceedings of the 11th European Symposium on Artificial Neural Networks, 2003
2002
Cogn. Syst. Res., 2002
Proceedings of the Artificial Neural Networks, 2002
Proceedings of the Artificial Neural Networks, 2002
Proceedings of the 10th Eurorean Symposium on Artificial Neural Networks, 2002
Proceedings of the 10th Eurorean Symposium on Artificial Neural Networks, 2002
Proceedings of the 10th Eurorean Symposium on Artificial Neural Networks, 2002
2001
Proceedings of the Advances in Self-Organising Maps, 2001
Proceedings of the Artificial Neural Networks, 2001
Proceedings of the Artificial Neural Networks, 2001
Proceedings of the 9th European Symposium on Artificial Neural Networks, 2001
Proceedings of the 9th European Symposium on Artificial Neural Networks, 2001
2000
Proceedings of the 8th European Symposium on Artificial Neural Networks, 2000
1999
Proceedings of the 7th European Symposium on Artificial Neural Networks, 1999
1998
Proceedings of the 6th European Symposium on Artificial Neural Networks, 1998
1997
Proceedings of the Artificial Neural Networks, 1997
1996
Theoretische Informatik - eine problemorientierte Einführung.
Springer-Lehrbuch, Springer, ISBN: 978-3-540-60860-8, 1996