Detlef D. Nauck

71 papers A* 2A 1B 9C 5Misc 2Journal 22Unranked 23
YearRankTypeTitle / Venue / Authors
2025 J jnl
LLMs Love Python: A Study of LLMs' Bias for Programming Languages and Libraries.
CoRR
Lukas Twist, Jie M. Zhang, Mark Harman, Don Syme, Joost Noppen, Detlef D. Nauck
2021 J jnl
AdaptiveSystems: An Integrated Framework for Adaptive Systems Design and Development Using MPS JetBrains Domain-Specific Modeling Environment.
IEEE Access
Sofia Meacham, Václav Pech, Detlef D. Nauck
2021 — conf
Early Prediction of Complex Business Processes Using Association Rule Based Mining.
RTIP2R
Naveed Khan, Zeeshan Tariq, Aftab Ali, Sally I. McClean, Paul N. Taylor, Detlef D. Nauck
2020 J jnl
AdaptiveVLE: An Integrated Framework for Personalized Online Education Using MPS JetBrains Domain-Specific Modeling Environment.
IEEE Access
Sofia Meacham, Václav Pech, Detlef D. Nauck
2020 J jnl
Benchmarking Video Service Quality: Quantifying the Viewer Impact of Loss-Related Impairments.
IEEE Trans. Netw. Serv. Manag.
Vidhyalakshmi Karthikeyan, Brahim Allan, Detlef D. Nauck, Miguel Rio
2020 J jnl
Classification Algorithms Framework (CAF) to Enable Intelligent Systems Using JetBrains MPS Domain-Specific Languages Environment.
IEEE Access
Sofia Meacham, Václav Pech, Detlef D. Nauck
2019 — conf
A Generic Model for End State Prediction of Business Processes Towards Target Compliance.
SGAI Conf.
Naveed Khan, Zulfiqar Ali, Aftab Ali, Sally I. McClean, Darryl Charles, Paul N. Taylor, Detlef D. Nauck
2019 — conf
A Rule Induction Approach to Forecasting Critical Alarms in a Telecommunication Network.
ICDM Workshops
Chris Wrench, Frederic T. Stahl, Giuseppe Di Fatta, Vidhyalakshmi Karthikeyan, Detlef D. Nauck
2019 — conf
Cuscus: An End User Programming Tool for Data Visualisation.
IS-EUD
Mariana Marasoiu, Detlef D. Nauck, Alan F. Blackwell
2019 — conf
Framework for Personalised Online Education based on Learning Analytics through the use of Domain-Specific Modelling and Data Analytics.
NextComp
Sofia Meacham, Detlef D. Nauck, Han Zhao
2017 J jnl
A hybrid model for business process event and outcome prediction.
Expert Syst. J. Knowl. Eng.
Mai Le, Bogdan Gabrys, Detlef D. Nauck
2017 — conf
Using Machine Learning for Dynamic Multicast Capacity Planning.
SGAI Conf.
Vidhyalakshmi Karthikeyan, Detlef D. Nauck, Miguel Rio
2016 — conf
A Method of Rule Induction for Predicting and Describing Future Alarms in a Telecommunication Network.
SGAI Conf.
Chris Wrench, Frederic T. Stahl, Thien Le, Giuseppe Di Fatta, Vidhyalakshmi Karthikeyan, Detlef D. Nauck
2016 — conf
Towards Combining Attribute-based and Time Series-based Visual Querying.
EuroVis (Posters)
David Sessler, Martin Spott, Detlef D. Nauck, William Harmer, Jörn Kohlhammer, Jürgen Bernard
2015 — conf
Towards Expressive Rule Induction on IP Network Event Streams.
SGAI Conf.
Chris Wrench, Frederic T. Stahl, Giuseppe Di Fatta, Vidhyalakshmi Karthikeyan, Detlef D. Nauck
2014 J jnl
Application of Bayesian Networks for Autonomic Network Management.
J. Netw. Syst. Manag.
Abul Bashar, Gerard Parr, Sally I. McClean, Bryan W. Scotney, Detlef D. Nauck
2014 — conf
Sequential Clustering for Event Sequences and Its Impact on Next Process Step Prediction.
IPMU (1)
Mai Le, Detlef D. Nauck, Bogdan Gabrys, Trevor Martin
2013 — conf
KNNs and Sequence Alignment for Churn Prediction.
SGAI Conf.
Mai Le, Detlef D. Nauck, Bogdan Gabrys, Trevor Martin
2013 — ch.
Modern Analytics in Field and Service Operations.
Transforming Field and Service Operations
Martin Spott, Detlef D. Nauck, Paul N. Taylor
2013 J jnl
Reasoning with Mass Distributions
CoRR
Rudolf Kruse, Detlef D. Nauck, Frank Klawonn
2013 — conf
Sequential Approaches for Predicting Business Process Outcome and Process Failure Warning.
SIMPDA
Mai Le, Detlef D. Nauck, Bogdan Gabrys
2012 — conf
A Hybrid Model for Business Process Event Prediction.
SGAI Conf.
Mai Le, Bogdan Gabrys, Detlef D. Nauck
2012 B conf
Performance analysis of Bayesian Networks-based distributed Call Admission Control for NGN.
NOMS
Abul Bashar, Gerard Parr, Sally I. McClean, Bryan W. Scotney, Detlef D. Nauck
2011 — conf
Novel distributed call admission control solution based on machine learning approach.
Integrated Network Management
Abul Bashar, Gerard Parr, Sally I. McClean, Bryan W. Scotney, Detlef D. Nauck
2010 — conf
A Classification Algorithm for Process Sequences Based on Markov Chains and Bayesian Networks.
KES (1)
Katharina Tschumitschew, Detlef D. Nauck, Frank Klawonn
2010 C conf
Knowledge Discovery Using Bayesian Network Framework for Intelligent Telecommunication Network Management.
KSEM
Abul Bashar, Gerard Parr, Sally I. McClean, Bryan W. Scotney, Detlef D. Nauck
2010 — conf
Learning-Based Call Admission Control Framework for QoS Management in Heterogeneous Networks.
NDT (2)
Abul Bashar, Gerard Parr, Sally I. McClean, Bryan W. Scotney, Detlef D. Nauck
2010 B conf
Machine learning based Call Admission Control approaches: A comparative study.
CNSM
Abul Bashar, Gerard Parr, Sally I. McClean, Bryan W. Scotney, Detlef D. Nauck
2009 Misc conf
Measuring and Visualising Similarity of Customer Satisfaction Profiles for Different Customer Segments.
HAIS
Frank Klawonn, Detlef D. Nauck, Katharina Tschumitschew
2009 J jnl
Mining changing customer segments in dynamic markets.
Expert Syst. Appl.
Mirko Böttcher, Martin Spott, Detlef D. Nauck, Rudolf Kruse
2008 — ch.
Smart Data Analysis Services.
Intelligent Techniques and Tools for Novel System Architectures
Martin Spott, Henry Abraham, Detlef D. Nauck
2007 A* conf
A Framework for Discovering and Analyzing Changing Customer Segments.
ICDM
Mirko Böttcher, Martin Spott, Detlef D. Nauck
2007 B conf
GNU Fuzzy.
FUZZ-IEEE
Detlef D. Nauck
2007 J jnl
Intelligent data analysis with fuzzy decision trees.
Soft Comput.
Xiaomeng Wang, Detlef D. Nauck, Martin Spott, Rudolf Kruse
2007 — conf
Relevance Feedback for Association Rules by Leveraging Concepts from Information Retrieval.
SGAI Conf.
Georg Ruß, Detlef D. Nauck, Mirko Böttcher, Rudolf Kruse
2006 B conf
Automatically Determine Initial Fuzzy Partitions for Neuro-Fuzzy Classifiers.
FUZZ-IEEE
Frank Klawonn, Detlef D. Nauck
2006 C conf
K Nearest Sequence Method and Its Application to Churn Prediction.
IDEAL
Dymitr Ruta, Detlef D. Nauck, Ben Azvine
2006 — conf
Real Time Business Intelligence for the Adaptive Enterprise.
CEC/EEE
Ben Azvine, Zhan Cui, Detlef D. Nauck, Basim A. Majeed
2006 — conf
Towards a Framework for Change Detection in Data Sets.
SGAI Conf.
Mirko Böttcher, Detlef D. Nauck, Dymitr Ruta, Martin Spott
2006 J jnl
Towards the automation of intelligent data analysis.
Appl. Soft Comput.
Martin Spott, Detlef D. Nauck
2005 C conf
Automatic Selection of Data Analysis Methods.
ECSQARU
Detlef D. Nauck, Martin Spott, Behnam Azvine
2005 C conf
Detecting temporally redundant association rules.
ICMLA
Mirko Böttcher, Martin Spott, Detlef D. Nauck
2005 B conf
On Choosing an Appropriate Data Analysis Algorithm.
FUZZ-IEEE
Martin Spott, Detlef D. Nauck
2004 A* conf
Dynamic Daily-Living Patterns and Association Analyses in Tele-Care Systems.
ICDM
Beng-Seuk Lee, Trevor P. Martin, Nick P. Clarke, Basim A. Majeed, Detlef D. Nauck
2004 B conf
Fuzzy methods for automated intelligent data analysis.
FUZZ-IEEE
Detlef D. Nauck, Martin Spott, Ben Azvine
2004 J jnl
Neuro-fuzzy learning with symbolic and numeric data.
Soft Comput.
Detlef D. Nauck
2004 J jnl
Special issue on hybrid methods for adaptive systems.
Fuzzy Sets Syst.
Detlef D. Nauck
2003 J jnl
Fuzzy data analysis with NEFCLASS.
Int. J. Approx. Reason.
Detlef D. Nauck
2003 B conf
Measuring interpretability in rule-based classification systems.
FUZZ-IEEE
Detlef D. Nauck
2003 — book
Neuro-Fuzzy-Systeme
Neuro-Fuzzy-Systeme
Christian Borgelt, Frank Klawonn, Rudolf Kruse, Detlef D. Nauck
2001 J jnl
9th International Conference on Fuzzy Systems (FUZZ-IEEE 2000).
Künstliche Intell.
Detlef D. Nauck
2001 — ch.
Information Fusion in Neuro-Fuzzy Systems.
Data Fusion and Perception
Detlef D. Nauck, Rudolf Kruse
2000 J jnl
Adaptive Rule Weights in Neuro-Fuzzy Systems.
Neural Comput. Appl.
Detlef D. Nauck
2000 — ed.
Intelligent Systems and Soft Computing: Prospects, Tools and Applications
Intelligent Systems and Soft Computing
Behnam Azvine, Nader Azarmi, Detlef D. Nauck
2000 B conf
Knowledge discovery with NEFCLASS.
KES
Detlef D. Nauck
2000 — conf
NEFCLASS-J - A JAVA-Based Soft Computing Tool.
Intelligent Systems and Soft Computing
Detlef D. Nauck, Rudolf Kruse
2000 — conf
Problems and Prospects in Fuzzy Data Analysis.
Intelligent Systems and Soft Computing
Rudolf Kruse, Christian Borgelt, Detlef D. Nauck
2000 B conf
Soft Computing Techniques for an Intelligent use of Internet Resources.
FUZZ-IEEE
Janusz Kacprzyk, Lotfi A. Zadeh, Ronald R. Yager, Donald H. Kraft, T. Whalen, Ernesto Damiani, T. Vila, Gabriella Pasi, Detlef D. Nauck
1999 J jnl
Neuro-fuzzy systems for function approximation.
Fuzzy Sets Syst.
Detlef D. Nauck, Rudolf Kruse
1999 J jnl
Obtaining interpretable fuzzy classification rules from medical data.
Artif. Intell. Medicine
Detlef D. Nauck, Rudolf Kruse
1998 J jnl
Data Mining und Data Warehousing als Grundlage moderner entscheidungsunterstützender Systeme (Workshop-Bericht).
Datenbank Rundbr.
Detlef D. Nauck
1998 J jnl
Neuro-fuzzy control based on the NEFCON-model: recent developments.
Soft Comput.
Andreas Nürnberger, Detlef D. Nauck, Rudolf Kruse
1997 J jnl
A neuro-fuzzy method to learn fuzzy classification rules from data.
Fuzzy Sets Syst.
Detlef D. Nauck, Rudolf Kruse
1997 J jnl
Erlerner von Fuzzy-Regeln.
Inform. Forsch. Entwickl.
Rudolf Kruse, Frank Klawonn, Detlef D. Nauck
1995 Misc conf
NEFCLASSmdash;a neuro-fuzzy approach for the classification of data.
SAC
Detlef D. Nauck, Rudolf Kruse
1994 — —
Modellierung Neuronaler Fuzzy-Regler.
Detlef D. Nauck
1994 — book
Neuronale Netze und Fuzzy-Systeme - Grundlagen des Konnektionismus, neuronaler Fuzzy-Systeme und der Kopplung mit wissensbasierten Methoden.
Detlef D. Nauck, Frank Klawonn, Rudolf Kruse
1993 — conf
A fuzzy neural network learning fuzzy control rules and membership functions by fuzzy error backpropagation.
ICNN
Detlef D. Nauck, Rudolf Kruse
1993 — conf
Combining Neural Networks and Fuzzy Controllers.
FLAI
Detlef D. Nauck, Frank Klawonn, Rudolf Kruse
1992 C conf
Reasoning under Uncertainty with Temporal Aspects.
IEA/AIE
Detlef D. Nauck, Frank Klawonn, Rudolf Kruse, Uwe Lohs
1991 A conf
Reasoning with Mass Distributions.
UAI
Rudolf Kruse, Detlef D. Nauck, Frank Klawonn