Detlef D. Nauck

According to our database, Detlef D. Nauck authored at least 68 papers between 1991 and 2021.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2021

AdaptiveSystems: An Integrated Framework for Adaptive Systems Design and Development Using MPS JetBrains Domain-Specific Modeling Environment.

Sofia Meacham, Václav Pech, Detlef D. Nauck

IEEE Access, 2021

Early Prediction of Complex Business Processes Using Association Rule Based Mining.

Naveed Khan, Zeeshan Tariq, Aftab Ali, Sally I. McClean, Paul N. Taylor, Detlef D. Nauck

Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2021

2020

Benchmarking Video Service Quality: Quantifying the Viewer Impact of Loss-Related Impairments.

Vidhyalakshmi Karthikeyan, Brahim Allan, Detlef D. Nauck, Miguel Rio

IEEE Trans. Netw. Serv. Manag., 2020

AdaptiveVLE: An Integrated Framework for Personalized Online Education Using MPS JetBrains Domain-Specific Modeling Environment.

Sofia Meacham, Václav Pech, Detlef D. Nauck

IEEE Access, 2020

Classification Algorithms Framework (CAF) to Enable Intelligent Systems Using JetBrains MPS Domain-Specific Languages Environment.

Sofia Meacham, Václav Pech, Detlef D. Nauck

IEEE Access, 2020

2019

A Generic Model for End State Prediction of Business Processes Towards Target Compliance.

Naveed Khan, Zulfiqar Ali, Aftab Ali, Sally I. McClean, Darryl Charles, Paul N. Taylor, Detlef D. Nauck

Proceedings of the Artificial Intelligence XXXVI, 2019

Framework for Personalised Online Education based on Learning Analytics through the use of Domain-Specific Modelling and Data Analytics.

Sofia Meacham, Detlef D. Nauck, Han Zhao

Proceedings of the Conference on Next Generation Computing Applications, 2019

Cuscus: An End User Programming Tool for Data Visualisation.

Mariana Marasoiu, Detlef D. Nauck, Alan F. Blackwell

Proceedings of the End-User Development - 7th International Symposium, 2019

A Rule Induction Approach to Forecasting Critical Alarms in a Telecommunication Network.

Chris Wrench, Frederic T. Stahl, Giuseppe Di Fatta, Vidhyalakshmi Karthikeyan, Detlef D. Nauck

Proceedings of the 2019 International Conference on Data Mining Workshops, 2019

2017

A hybrid model for business process event and outcome prediction.

Mai Le, Bogdan Gabrys, Detlef D. Nauck

Expert Syst. J. Knowl. Eng., 2017

Using Machine Learning for Dynamic Multicast Capacity Planning.

Vidhyalakshmi Karthikeyan, Detlef D. Nauck, Miguel Rio

Proceedings of the Artificial Intelligence XXXIV, 2017

2016

Towards Combining Attribute-based and Time Series-based Visual Querying.

David Sessler, Martin Spott, Detlef D. Nauck, William Harmer, Jörn Kohlhammer, Jürgen Bernard

Proceedings of the 18th Eurographics Conference on Visualization, 2016

A Method of Rule Induction for Predicting and Describing Future Alarms in a Telecommunication Network.

Chris Wrench, Frederic T. Stahl, Thien Le, Giuseppe Di Fatta, Vidhyalakshmi Karthikeyan, Detlef D. Nauck

Proceedings of the Research and Development in Intelligent Systems XXXIII, 2016

2015

Towards Expressive Rule Induction on IP Network Event Streams.

Chris Wrench, Frederic T. Stahl, Giuseppe Di Fatta, Vidhyalakshmi Karthikeyan, Detlef D. Nauck

Proceedings of the Research and Development in Intelligent Systems XXXII, 2015

2014

Application of Bayesian Networks for Autonomic Network Management.

Abul Bashar, Gerard Parr, Sally I. McClean, Bryan W. Scotney, Detlef D. Nauck

J. Netw. Syst. Manag., 2014

Sequential Clustering for Event Sequences and Its Impact on Next Process Step Prediction.

Mai Le, Detlef D. Nauck, Bogdan Gabrys, Trevor Martin

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2014

2013

Sequential Approaches for Predicting Business Process Outcome and Process Failure Warning.

Mai Le, Detlef D. Nauck, Bogdan Gabrys

Proceedings of the 3rd International Symposium on Data-driven Process Discovery and Analysis, 2013

KNNs and Sequence Alignment for Churn Prediction.

Mai Le, Detlef D. Nauck, Bogdan Gabrys, Trevor Martin

Proceedings of the Research and Development in Intelligent Systems XXX, 2013

Modern Analytics in Field and Service Operations.

Martin Spott, Detlef D. Nauck, Paul N. Taylor

Proceedings of the Transforming Field and Service Operations, 2013

2012

A Hybrid Model for Business Process Event Prediction.

Mai Le, Bogdan Gabrys, Detlef D. Nauck

Proceedings of the Research and Development in Intelligent Systems XXIX, 2012

Performance analysis of Bayesian Networks-based distributed Call Admission Control for NGN.

Abul Bashar, Gerard Parr, Sally I. McClean, Bryan W. Scotney, Detlef D. Nauck

Proceedings of the 2012 IEEE Network Operations and Management Symposium, 2012

2011

Novel distributed call admission control solution based on machine learning approach.

Abul Bashar, Gerard Parr, Sally I. McClean, Bryan W. Scotney, Detlef D. Nauck

Proceedings of the 12th IFIP/IEEE International Symposium on Integrated Network Management, 2011

2010

Learning-Based Call Admission Control Framework for QoS Management in Heterogeneous Networks.

Abul Bashar, Gerard Parr, Sally I. McClean, Bryan W. Scotney, Detlef D. Nauck

Proceedings of the Networked Digital Technologies - Second International Conference, 2010

Knowledge Discovery Using Bayesian Network Framework for Intelligent Telecommunication Network Management.

Abul Bashar, Gerard Parr, Sally I. McClean, Bryan W. Scotney, Detlef D. Nauck

Proceedings of the Knowledge Science, 2010

A Classification Algorithm for Process Sequences Based on Markov Chains and Bayesian Networks.

Katharina Tschumitschew, Detlef D. Nauck, Frank Klawonn

Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2010

Machine learning based Call Admission Control approaches: A comparative study.

Abul Bashar, Gerard Parr, Sally I. McClean, Bryan W. Scotney, Detlef D. Nauck

Proceedings of the 6th International Conference on Network and Service Management, 2010

2009

Mining changing customer segments in dynamic markets.

Mirko Böttcher, Martin Spott, Detlef D. Nauck, Rudolf Kruse

Expert Syst. Appl., 2009

Measuring and Visualising Similarity of Customer Satisfaction Profiles for Different Customer Segments.

Frank Klawonn, Detlef D. Nauck, Katharina Tschumitschew

Proceedings of the Hybrid Artificial Intelligence Systems, 4th International Conference, 2009

2008

Smart Data Analysis Services.

Martin Spott, Henry Abraham, Detlef D. Nauck

Proceedings of the Intelligent Techniques and Tools for Novel System Architectures, 2008

2007

Intelligent data analysis with fuzzy decision trees.

Xiaomeng Wang, Detlef D. Nauck, Martin Spott, Rudolf Kruse

Soft Comput., 2007

Relevance Feedback for Association Rules by Leveraging Concepts from Information Retrieval.

Georg Ruß, Detlef D. Nauck, Mirko Böttcher, Rudolf Kruse

Proceedings of the Research and Development in Intelligent Systems XXIV, 2007

A Framework for Discovering and Analyzing Changing Customer Segments.

Mirko Böttcher, Martin Spott, Detlef D. Nauck

Proceedings of the Advances in Data Mining. Theoretical Aspects and Applications, 2007

GNU Fuzzy.

Detlef D. Nauck

Proceedings of the FUZZ-IEEE 2007, 2007

2006

Towards the automation of intelligent data analysis.

Martin Spott, Detlef D. Nauck

Appl. Soft Comput., 2006

Real Time Business Intelligence for the Adaptive Enterprise.

Ben Azvine, Zhan Cui, Detlef D. Nauck, Basim A. Majeed

Proceedings of the Eighth IEEE International Conference on E-Commerce Technology (CEC 2006) / Third IEEE International Conference on Enterprise Computing, 2006

Towards a Framework for Change Detection in Data Sets.

Mirko Böttcher, Detlef D. Nauck, Dymitr Ruta, Martin Spott

Proceedings of the Research and Development in Intelligent Systems XXIII, 2006

K Nearest Sequence Method and Its Application to Churn Prediction.

Dymitr Ruta, Detlef D. Nauck, Ben Azvine

Proceedings of the Intelligent Data Engineering and Automated Learning, 2006

Automatically Determine Initial Fuzzy Partitions for Neuro-Fuzzy Classifiers.

Frank Klawonn, Detlef D. Nauck

Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

2005

Detecting temporally redundant association rules.

Mirko Böttcher, Martin Spott, Detlef D. Nauck

Proceedings of the Fourth International Conference on Machine Learning and Applications, 2005

On Choosing an Appropriate Data Analysis Algorithm.

Martin Spott, Detlef D. Nauck

Proceedings of the IEEE International Conference on Fuzzy Systems, 2005

Automatic Selection of Data Analysis Methods.

Detlef D. Nauck, Martin Spott, Behnam Azvine

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2005

2004

Neuro-fuzzy learning with symbolic and numeric data.

Detlef D. Nauck

Soft Comput., 2004

Special issue on hybrid methods for adaptive systems.

Detlef D. Nauck

Fuzzy Sets Syst., 2004

Dynamic Daily-Living Patterns and Association Analyses in Tele-Care Systems.

Beng-Seuk Lee, Trevor P. Martin, Nick P. Clarke, Basim A. Majeed, Detlef D. Nauck

Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004

Fuzzy methods for automated intelligent data analysis.

Detlef D. Nauck, Martin Spott, Ben Azvine

Proceedings of the IEEE International Conference on Fuzzy Systems, 2004

2003

Fuzzy data analysis with NEFCLASS.

Detlef D. Nauck

Int. J. Approx. Reason., 2003

Measuring interpretability in rule-based classification systems.

Detlef D. Nauck

Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003

Neuro-Fuzzy-Systeme

Christian Borgelt, Frank Klawonn, Rudolf Kruse, Detlef D. Nauck

Vieweg, ISBN: 978-3-528-25265-6, 2003

2001

9th International Conference on Fuzzy Systems (FUZZ-IEEE 2000).

Detlef D. Nauck

Künstliche Intell., 2001

Information Fusion in Neuro-Fuzzy Systems.

Detlef D. Nauck, Rudolf Kruse

Proceedings of the Data Fusion and Perception, 2001

2000

Adaptive Rule Weights in Neuro-Fuzzy Systems.

Detlef D. Nauck

Neural Comput. Appl., 2000

NEFCLASS-J - A JAVA-Based Soft Computing Tool.

Detlef D. Nauck, Rudolf Kruse

Proceedings of the Intelligent Systems and Soft Computing: Prospects, 2000

Problems and Prospects in Fuzzy Data Analysis.

Rudolf Kruse, Christian Borgelt, Detlef D. Nauck

Proceedings of the Intelligent Systems and Soft Computing: Prospects, 2000

Knowledge discovery with NEFCLASS.

Detlef D. Nauck

Proceedings of the Fourth International Conference on Knowledge-Based Intelligent Information Engineering Systems & Allied Technologies, 2000

Soft Computing Techniques for an Intelligent use of Internet Resources.

Janusz Kacprzyk, Lotfi A. Zadeh, Ronald R. Yager, Donald H. Kraft, T. Whalen, Ernesto Damiani, T. Vila, Gabriella Pasi, Detlef D. Nauck

Proceedings of the Ninth IEEE International Conference on Fuzzy Systems, 2000

1999

Neuro-fuzzy systems for function approximation.

Detlef D. Nauck, Rudolf Kruse

Fuzzy Sets Syst., 1999

Obtaining interpretable fuzzy classification rules from medical data.

Detlef D. Nauck, Rudolf Kruse

Artif. Intell. Medicine, 1999

1998

Neuro-fuzzy control based on the NEFCON-model: recent developments.

Andreas Nürnberger, Detlef D. Nauck, Rudolf Kruse

Soft Comput., 1998

Data Mining und Data Warehousing als Grundlage moderner entscheidungsunterstützender Systeme (Workshop-Bericht).

Detlef D. Nauck

Datenbank Rundbr., 1998

1997

Erlerner von Fuzzy-Regeln.

Rudolf Kruse, Frank Klawonn, Detlef D. Nauck

Inform. Forsch. Entwickl., 1997

A neuro-fuzzy method to learn fuzzy classification rules from data.

Detlef D. Nauck, Rudolf Kruse

Fuzzy Sets Syst., 1997

1995

NEFCLASSmdash;a neuro-fuzzy approach for the classification of data.

Detlef D. Nauck, Rudolf Kruse

Proceedings of the 1995 ACM symposium on applied computing, 1995

1994

Modellierung Neuronaler Fuzzy-Regler.

Detlef D. Nauck

PhD thesis, 1994

Neuronale Netze und Fuzzy-Systeme - Grundlagen des Konnektionismus, neuronaler Fuzzy-Systeme und der Kopplung mit wissensbasierten Methoden.

Detlef D. Nauck, Frank Klawonn, Rudolf Kruse

Artificial intelligence - Künstliche Intelligenz, Vieweg, ISBN: 978-3-528-05265-2, 1994

1993

Combining Neural Networks and Fuzzy Controllers.

Detlef D. Nauck, Frank Klawonn, Rudolf Kruse

Proceedings of the Fuzzy Logic in Artificial Intelligence, 1993

A fuzzy neural network learning fuzzy control rules and membership functions by fuzzy error backpropagation.

Detlef D. Nauck, Rudolf Kruse

Proceedings of International Conference on Neural Networks (ICNN'88), San Francisco, CA, USA, March 28, 1993

1992

Reasoning under Uncertainty with Temporal Aspects.

Detlef D. Nauck, Frank Klawonn, Rudolf Kruse, Uwe Lohs

Proceedings of the Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, 1992

1991

Reasoning with Mass Distributions.

Rudolf Kruse, Detlef D. Nauck, Frank Klawonn

Proceedings of the UAI '91: Proceedings of the Seventh Annual Conference on Uncertainty in Artificial Intelligence, 1991