Detlef D. Nauck

Publication Activity (10 Years)

Years Active: 1991-2021
Publications (10 Years): 13

Top Topics

Business Process

Top Venues

IEEE Trans. Netw. Serv. Manag.

Publications

Sofia Meacham, Vaclav Pech, Detlef D. Nauck
AdaptiveSystems: An Integrated Framework for Adaptive Systems Design and Development Using MPS JetBrains Domain-Specific Modeling Environment. IEEE Access 9 (2021)
Naveed Khan, Zeeshan Tariq, Aftab Ali, Sally I. McClean, Paul N. Taylor, Detlef D. Nauck
Early Prediction of Complex Business Processes Using Association Rule Based Mining. RTIP2R (2021)
Sofia Meacham, Vaclav Pech, Detlef D. Nauck
AdaptiveVLE: An Integrated Framework for Personalized Online Education Using MPS JetBrains Domain-Specific Modeling Environment. IEEE Access 8 (2020)
Vidhyalakshmi Karthikeyan, Brahim Allan, Detlef D. Nauck, Miguel Rio
Benchmarking Video Service Quality: Quantifying the Viewer Impact of Loss-Related Impairments. IEEE Trans. Netw. Serv. Manag. 17 (3) (2020)
Sofia Meacham, Vaclav Pech, Detlef D. Nauck
Classification Algorithms Framework (CAF) to Enable Intelligent Systems Using JetBrains MPS Domain-Specific Languages Environment. IEEE Access 8 (2020)
Chris Wrench, Frederic T. Stahl, Giuseppe Di Fatta, Vidhyalakshmi Karthikeyan, Detlef D. Nauck
A Rule Induction Approach to Forecasting Critical Alarms in a Telecommunication Network. ICDM Workshops (2019)
Sofia Meacham, Detlef D. Nauck, Han Zhao
Framework for Personalised Online Education based on Learning Analytics through the use of Domain-Specific Modelling and Data Analytics. NextComp (2019)
Naveed Khan, Zulfiqar Ali, Aftab Ali, Sally I. McClean, Darryl Charles, Paul N. Taylor, Detlef D. Nauck
A Generic Model for End State Prediction of Business Processes Towards Target Compliance. SGAI Conf. (2019)
Mariana Marasoiu, Detlef D. Nauck, Alan F. Blackwell
Cuscus: An End User Programming Tool for Data Visualisation. IS-EUD (2019)
Vidhyalakshmi Karthikeyan, Detlef D. Nauck, Miguel Rio
Using Machine Learning for Dynamic Multicast Capacity Planning. SGAI Conf. (2017)
Mai Le, Bogdan Gabrys, Detlef D. Nauck
A hybrid model for business process event and outcome prediction. Expert Syst. J. Knowl. Eng. 34 (5) (2017)
Chris Wrench, Frederic T. Stahl, Thien Le, Giuseppe Di Fatta, Vidhyalakshmi Karthikeyan, Detlef D. Nauck
A Method of Rule Induction for Predicting and Describing Future Alarms in a Telecommunication Network. SGAI Conf. (2016)
David Sessler, Martin Spott, Detlef D. Nauck, William Harmer, Jörn Kohlhammer, Jürgen Bernard
Towards Combining Attribute-based and Time Series-based Visual Querying. EuroVis (Posters) (2016)
Chris Wrench, Frederic T. Stahl, Giuseppe Di Fatta, Vidhyalakshmi Karthikeyan, Detlef D. Nauck
Towards Expressive Rule Induction on IP Network Event Streams. SGAI Conf. (2015)
Abul Bashar, Gerard Parr, Sally I. McClean, Bryan W. Scotney, Detlef D. Nauck
Application of Bayesian Networks for Autonomic Network Management. J. Netw. Syst. Manag. 22 (2) (2014)
Mai Le, Detlef D. Nauck, Bogdan Gabrys, Trevor Martin
Sequential Clustering for Event Sequences and Its Impact on Next Process Step Prediction. IPMU (1) (2014)
Rudolf Kruse, Detlef D. Nauck, Frank Klawonn
Reasoning with Mass Distributions CoRR (2013)
Mai Le, Detlef D. Nauck, Bogdan Gabrys
Sequential Approaches for Predicting Business Process Outcome and Process Failure Warning. SIMPDA (2013)
Mai Le, Detlef D. Nauck, Bogdan Gabrys, Trevor Martin
KNNs and Sequence Alignment for Churn Prediction. SGAI Conf. (2013)
Abul Bashar, Gerard Parr, Sally I. McClean, Bryan W. Scotney, Detlef D. Nauck
Performance analysis of Bayesian Networks-based distributed Call Admission Control for NGN. NOMS (2012)
Mai Le, Bogdan Gabrys, Detlef D. Nauck
A Hybrid Model for Business Process Event Prediction. SGAI Conf. (2012)
Abul Bashar, Gerard Parr, Sally I. McClean, Bryan W. Scotney, Detlef D. Nauck
Novel distributed call admission control solution based on machine learning approach. Integrated Network Management (2011)
Abul Bashar, Gerard Parr, Sally I. McClean, Bryan W. Scotney, Detlef D. Nauck
Machine learning based Call Admission Control approaches: A comparative study. CNSM (2010)
Katharina Tschumitschew, Detlef D. Nauck, Frank Klawonn
A Classification Algorithm for Process Sequences Based on Markov Chains and Bayesian Networks. KES (1) (2010)
Abul Bashar, Gerard Parr, Sally I. McClean, Bryan W. Scotney, Detlef D. Nauck
Knowledge Discovery Using Bayesian Network Framework for Intelligent Telecommunication Network Management. KSEM (2010)
Abul Bashar, Gerard Parr, Sally I. McClean, Bryan W. Scotney, Detlef D. Nauck
Learning-Based Call Admission Control Framework for QoS Management in Heterogeneous Networks. NDT (2) (2010)
Frank Klawonn, Detlef D. Nauck, Katharina Tschumitschew
Measuring and Visualising Similarity of Customer Satisfaction Profiles for Different Customer Segments. HAIS (2009)
Mirko Böttcher, Martin Spott, Detlef D. Nauck, Rudolf Kruse
Mining changing customer segments in dynamic markets. Expert Syst. Appl. 36 (1) (2009)
Mirko Böttcher, Martin Spott, Detlef D. Nauck
A Framework for Discovering and Analyzing Changing Customer Segments. ICDM (2007)
Georg Ruß, Detlef D. Nauck, Mirko Böttcher, Rudolf Kruse
Relevance Feedback for Association Rules by Leveraging Concepts from Information Retrieval. SGAI Conf. (2007)
Detlef D. Nauck
GNU Fuzzy. FUZZ-IEEE (2007)
Xiaomeng Wang, Detlef D. Nauck, Martin Spott, Rudolf Kruse
Intelligent data analysis with fuzzy decision trees. Soft Comput. 11 (5) (2007)
Martin Spott, Detlef D. Nauck
Towards the automation of intelligent data analysis. Appl. Soft Comput. 6 (4) (2006)
Ben Azvine, Zhan Cui, Detlef D. Nauck, Basim A. Majeed
Real Time Business Intelligence for the Adaptive Enterprise. CEC/EEE (2006)
Frank Klawonn, Detlef D. Nauck
Automatically Determine Initial Fuzzy Partitions for Neuro-Fuzzy Classifiers. FUZZ-IEEE (2006)
Dymitr Ruta, Detlef D. Nauck, Ben Azvine
K Nearest Sequence Method and Its Application to Churn Prediction. IDEAL (2006)
Mirko Böttcher, Detlef D. Nauck, Dymitr Ruta, Martin Spott
Towards a Framework for Change Detection in Data Sets. SGAI Conf. (2006)
Martin Spott, Detlef D. Nauck
On Choosing an Appropriate Data Analysis Algorithm. FUZZ-IEEE (2005)
Detlef D. Nauck, Martin Spott, Behnam Azvine
Automatic Selection of Data Analysis Methods. ECSQARU (2005)
Mirko Böttcher, Martin Spott, Detlef D. Nauck
Detecting temporally redundant association rules. ICMLA (2005)
Detlef D. Nauck
Neuro-fuzzy learning with symbolic and numeric data. Soft Comput. 8 (6) (2004)
Detlef D. Nauck
Special issue on hybrid methods for adaptive systems. Fuzzy Sets Syst. 147 (1) (2004)
Beng-Seuk Lee, Trevor P. Martin, Nick P. Clarke, Basim A. Majeed, Detlef D. Nauck
Dynamic Daily-Living Patterns and Association Analyses in Tele-Care Systems. ICDM (2004)
Detlef D. Nauck, Martin Spott, Ben Azvine
Fuzzy methods for automated intelligent data analysis. FUZZ-IEEE (2004)
Detlef D. Nauck
Measuring interpretability in rule-based classification systems. FUZZ-IEEE (2003)
Detlef D. Nauck
Fuzzy data analysis with NEFCLASS. Int. J. Approx. Reason. 32 (2-3) (2003)
Detlef D. Nauck
9th International Conference on Fuzzy Systems (FUZZ-IEEE 2000). Künstliche Intell. 15 (3) (2001)
Detlef D. Nauck
Knowledge discovery with NEFCLASS. KES (2000)
Detlef D. Nauck, Rudolf Kruse
NEFCLASS-J - A JAVA-Based Soft Computing Tool. Intelligent Systems and Soft Computing (2000)
Detlef D. Nauck
Adaptive Rule Weights in Neuro-Fuzzy Systems. Neural Comput. Appl. 9 (1) (2000)
Rudolf Kruse, Christian Borgelt, Detlef D. Nauck
Problems and Prospects in Fuzzy Data Analysis. Intelligent Systems and Soft Computing (2000)
Janusz Kacprzyk, Lotfi A. Zadeh, Ronald R. Yager, Donald H. Kraft, T. Whalen, Ernesto Damiani, T. Vila, Gabriella Pasi, Detlef D. Nauck
Soft Computing Techniques for an Intelligent use of Internet Resources. FUZZ-IEEE (2000)
Detlef D. Nauck, Rudolf Kruse
Neuro-fuzzy systems for function approximation. Fuzzy Sets Syst. 101 (2) (1999)
Detlef D. Nauck, Rudolf Kruse
Obtaining interpretable fuzzy classification rules from medical data. Artif. Intell. Medicine 16 (2) (1999)
Detlef D. Nauck
Data Mining und Data Warehousing als Grundlage moderner entscheidungsunterstützender Systeme (Workshop-Bericht). Datenbank Rundbr. 22 (1998)
Andreas Nürnberger, Detlef D. Nauck, Rudolf Kruse
Neuro-fuzzy control based on the NEFCON-model: recent developments. Soft Comput. 2 (4) (1998)
Rudolf Kruse, Frank Klawonn, Detlef D. Nauck
Erlerner von Fuzzy-Regeln. Inform. Forsch. Entwickl. 12 (1) (1997)
Detlef D. Nauck, Rudolf Kruse
A neuro-fuzzy method to learn fuzzy classification rules from data. Fuzzy Sets Syst. 89 (3) (1997)
Detlef D. Nauck, Rudolf Kruse
NEFCLASSmdash;a neuro-fuzzy approach for the classification of data. SAC (1995)
Detlef D. Nauck, Frank Klawonn, Rudolf Kruse
Combining Neural Networks and Fuzzy Controllers. FLAI (1993)
Detlef D. Nauck, Rudolf Kruse
A fuzzy neural network learning fuzzy control rules and membership functions by fuzzy error backpropagation. ICNN (1993)
Detlef D. Nauck, Frank Klawonn, Rudolf Kruse, Uwe Lohs
Reasoning under Uncertainty with Temporal Aspects. IEA/AIE (1992)
Rudolf Kruse, Detlef D. Nauck, Frank Klawonn
Reasoning with Mass Distributions. UAI (1991)