Thomas A. Runkler

Proceedings of the International Joint Conference on Neural Networks, 2021

Evaluation of Generative Adversarial Networks for Time Series Data.

[BibT_eX]

[DOI]

Hiba Arnout

Johanna Bronner

Proceedings of the International Joint Conference on Neural Networks, 2021

Behavior Constraining in Weight Space for Offline Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 29th European Symposium on Artificial Neural Networks, 2021

Differentially Private Time Series Generation.

[BibT_eX]

[DOI]

Hiba Arnout

Johanna Bronner

Proceedings of the 29th European Symposium on Artificial Neural Networks, 2021

The synergy of complex event processing and tiny machine learning in industrial IoT.

[BibT_eX]

[DOI]

Haoyu Ren

Darko Anicic

Proceedings of the 15th ACM International Conference on Distributed and Event-based Systems, 2021

2020

PrefMap: Visualization of fuzzy pairwise preference structures.

[BibT_eX]

[DOI]

J. Intell. Fuzzy Syst., 2020

Bayesian decomposition of multi-modal dynamical systems for reinforcement learning.

[BibT_eX]

[DOI]

Neurocomputing, 2020

Interpretable Control by Reinforcement Learning.

[BibT_eX]

[DOI]

Steffen Limmer

CoRR, 2020

Modeling System Dynamics with Physics-Informed Neural Networks Based on Lagrangian Mechanics.

[BibT_eX]

[DOI]

Manuel A. Roehrl

Veronika Brandtstetter

Michel Tokic

Stefan Obermayer

CoRR, 2020

Visual Evaluation of Generative Adversarial Networks for Time Series Data.

[BibT_eX]

[DOI]

CoRR, 2020

Generalized Weak Transitivity of Preference.

[BibT_eX]

[DOI]

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2020

DR-TiST: Disentangled Representation for Time Series Translation Across Application Domains.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Supporting Skill-based Flexible Manufacturing with Symbolic AI Methods.

[BibT_eX]

[DOI]

Ivan Gocev

Stephan Grimm

Proceedings of the 46th Annual Conference of the IEEE Industrial Electronics Society, 2020

Neural Topic Modeling with Continual Lifelong Learning.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

Comparing Intervals Using Type Reduction.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

Ontology-Based Skill Description Learning for Flexible Production Systems.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Conference on Emerging Technologies and Factory Automation, 2020

TopicBERT for Energy Efficient Document Classification.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

2019

Lifelong Neural Topic Learning in Contextualized Autoregressive Topic Models of Language via Informative Transfers.

[BibT_eX]

[DOI]

Yatin Chaudhary

Pankaj Gupta

CoRR, 2019

Neural Architectures for Fine-Grained Propaganda Detection in News.

[BibT_eX]

[DOI]

CoRR, 2019

Data Association with Gaussian Processes.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

Canonical Fuzzy Preference Relations.

[BibT_eX]

[DOI]

Proceedings of the Fuzzy Techniques: Theory and Applications, 2019

Generating interpretable reinforcement learning policies using genetic programming.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Just-In-Time Supply Chain Management Using Interval Type-2 Fuzzy Decision Making.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

Optimizing the C Index Using a Canonical Genetic Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation, 2019

interpretable dynamics models for data-efficient reinforcement learning.

[BibT_eX]

[DOI]

Proceedings of the 27th European Symposium on Artificial Neural Networks, 2019

Neural Relation Extraction within and across Sentence Boundaries.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Type reduction operators for interval type-2 defuzzification.

[BibT_eX]

[DOI]

Chao Chen

Robert I. John

Inf. Sci., 2018

Interpretable policies for reinforcement learning by genetic programming.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2018

Multimodal Deep Gaussian Processes.

[BibT_eX]

[DOI]

CoRR, 2018

Neural Relation Extraction Within and Across Sentence Boundaries.

[BibT_eX]

[DOI]

CoRR, 2018

Configuration of Industrial Automation Solutions Using Multi-relational Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

Explanation of Action Plans Through Ontologies.

[BibT_eX]

[DOI]

Ivan Gocev

Stephan Grimm

Proceedings of the On the Move to Meaningful Internet Systems. OTM 2018 Conferences, 2018

Bayesian Alignments of Warped Multi-Output Gaussian Processes.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Mapping Utilities to Transitive Preferences.

[BibT_eX]

[DOI]

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations, 2018

Diagnostics of Trains with Semantic Diagnostics Rules.

[BibT_eX]

[DOI]

Proceedings of the Inductive Logic Programming - 28th International Conference, 2018

Generating interpretable fuzzy controllers using particle swarm optimization and genetic programming.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

Sequential Possibilistic One-Means Clustering with Dynamic Eta.

[BibT_eX]

[DOI]

Wenlong Wu

James M. Keller

José Miguel Hernández-Lobato

Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

Sensitivity analysis for predictive uncertainty.

[BibT_eX]

[DOI]

Stefan Depeweg

Proceedings of the 26th European Symposium on Artificial Neural Networks, 2018

2017

Interval type-2 fuzzy decision making.

[BibT_eX]

[DOI]

Simon Coupland

Robert I. John

Int. J. Approx. Reason., 2017

Particle swarm optimization for generating interpretable fuzzy reinforcement learning policies.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2017

A benchmark environment motivated by industrial control problems.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Semantic Rule-Based Equipment Diagnostic.

[BibT_eX]

[DOI]

Proceedings of the ISWC 2017 Posters & Demonstrations and Industry Tracks co-located with 16th International Semantic Web Conference (ISWC 2017), Vienna, Austria, October 23rd - to, 2017

Semantic Rule-Based Equipment Diagnostics.

[BibT_eX]

[DOI]

Proceedings of the Semantic Web - ISWC 2017, 2017

Ontology-based integration of performance related data and models: An application to industrial turbine analytics.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Conference on Industrial Informatics, 2017

Batch reinforcement learning on the industrial benchmark: First experiences.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Sequential possibilistic one-means clustering.

[BibT_eX]

[DOI]

James M. Keller

Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

SemDia: Semantic Rule-Based Equipment Diagnostics Tool.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016

The Generalized C Index for Internal Fuzzy Cluster Validity.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2016

Reinforcement Learning with Particle Swarm Optimization Policy (PSO-P) in Continuous State and Action Spaces.

[BibT_eX]

[DOI]

Int. J. Swarm Intell. Res., 2016

Particle Swarm Optimization for Generating Fuzzy Reinforcement Learning Policies.

[BibT_eX]

[DOI]

CoRR, 2016

Vorwort.

[BibT_eX]

Proceedings of the Multikonferenz Wirtschaftsinformatik, 2016

Constructing Preference Relations from Utilities and Vice Versa.

[BibT_eX]

[DOI]

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2016

Towards Semantic Reasoning in Knowledge Management Systems.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence for Knowledge Management, 2016

Semantic Framework for Industrial Analytics and Diagnostics.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Generation of linguistic membership functions from word vectors.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

Data Analytics - Models and Algorithms for Intelligent Data Analysis, Second Edition

[BibT_eX]

[DOI]

Springer, ISBN: 978-3-658-14075-5, 2016

2015

Exploiting similarity in system identification tasks with recurrent neural networks.

[BibT_eX]

[DOI]

Neurocomputing, 2015

Model-based Performance Evaluation of Large-Scale Smart Metering Architectures.

[BibT_eX]

[DOI]

Proceedings of the 4th International Workshop on Large-Scale Testing, 2015

Properties of interval type-2 defuzzification operators.

[BibT_eX]

[DOI]

Simon Coupland

Robert Ivor John

Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

Fuzzy Graph Clustering based on Non-Euclidean Relational Fuzzy c-Means.

[BibT_eX]

Vikram Ravindra

Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15), 2015

Stream Processing on Demand for Lambda Architectures.

[BibT_eX]

[DOI]

Proceedings of the Computer Performance Engineering - 12th European Workshop, 2015

2014

Vorwort.

[BibT_eX]

Proceedings of the Multikonferenz Wirtschaftsinformatik, 2014

Regularized Recurrent Neural Networks for Data Efficient Dual-Task Learning.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2014, 2014

Multidimensional scaling with multiswarming.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

Ontology-Based Translation of Natural Language Queries to SPARQL.

[BibT_eX]

[DOI]

Proceedings of the 2014 AAAI Fall Symposia, Arlington, Virginia, USA, November 13-15, 2014, 2014

2013

Insect Swarm Algorithms for Dynamic MAX-SAT Problems.

[BibT_eX]

[DOI]

João M. C. Sousa

Proceedings of the Metaheuristics for Dynamic Optimization, 2013

Topology Preserving Feature Extraction with Multiswarm Optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, 2013

A CEP Technology Stack for Situation Recognition on the Gumstix Embedded Controller.

[BibT_eX]

[DOI]

Proceedings of the 43. Jahrestagung der Gesellschaft für Informatik, 2013

2012

Recurrent Neural Networks for Industrial Procurement Decisions.

[BibT_eX]

[DOI]

Hans-Georg Zimmermann

Christoph Tietz

Ralph Grothmann

Künstliche Intell., 2012

Learning and Self-organization for Spatiotemporal Systems.

[BibT_eX]

[DOI]

Rudolf Sollacher

Andrei Szabo

Künstliche Intell., 2012

Datenbasierte Optimalsteuerung mit neuronalen Netzen und dateneffizientem Reinforcement Learning.

[BibT_eX]

[DOI]

Siegmund Düll

Autom., 2012

Merging Partitions Using Similarities of Anchor Subsets.

[BibT_eX]

[DOI]

Proceedings of the Synergies of Soft Computing and Statistics for Intelligent Data Analysis, 2012

Support vector machines for program analysis.

[BibT_eX]

[DOI]

Andrea Flexeder

Matthias Putz

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Fuzzy approaches to hard c-means clustering.

[BibT_eX]

[DOI]

James M. Keller

Proceedings of the FUZZ-IEEE 2012, 2012

2011

Partially supervised k-harmonic means clustering.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2011

2010

Optimierung industrieller Logistikprozesse mit Verfahren der Schwarmintelligenz und rekurrenten neuronalen Netzen.

[BibT_eX]

[DOI]

Ralph Grothmann

Joachim Bamberger

Künstliche Intell., 2010

Two cooperative ant colonies for feature selection using fuzzy models.

[BibT_eX]

[DOI]

Susana M. Vieira

Expert Syst. Appl., 2010

Comparing Partitions by Subset Similarities.

[BibT_eX]

[DOI]

Proceedings of the Computational Intelligence for Knowledge-Based Systems Design, 2010

A new approach to clustering using eigen decomposition.

[BibT_eX]

[DOI]

Florian Steinke

Proceedings of the FUZZ-IEEE 2010, 2010

2009

Using a Local Discovery Ant Algorithm for Bayesian Network Structure Learning.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2009

Distributed supply chain management using ant colony optimization.

[BibT_eX]

[DOI]

Eur. J. Oper. Res., 2009

Forecasting of clustered time series with recurrent neural networks and a fuzzy clustering scheme.

[BibT_eX]

[DOI]

Hans Georg Seedig

Ralph Grothmann

Proceedings of the International Joint Conference on Neural Networks, 2009

Fuzzy c-Means Herding.

[BibT_eX]

[DOI]

Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009

2008

Wasp swarm optimization of the c-means clustering model.

[BibT_eX]

[DOI]

Int. J. Intell. Syst., 2008

Optimal attractors and Switched Kanban Control in Discrete Strange Billiards.

[BibT_eX]

[DOI]

Int. J. Bifurc. Chaos, 2008

Rescheduling and optimization of logistic processes using GA and ACO.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2008

Fuzzy classification in ant feature selection.

[BibT_eX]

[DOI]

Susana M. Vieira

Proceedings of the FUZZ-IEEE 2008, 2008

Fuzzy c-auto regression models.

[BibT_eX]

[DOI]

Hans Georg Seedig

Proceedings of the FUZZ-IEEE 2008, 2008

Learning of Bayesian networks by a local discovery ant colony algorithm.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2008

2007

Ant Colony Optimization and its Application to Regular and Dynamic MAX-SAT Problems.

[BibT_eX]

[DOI]

Proceedings of the Advances in Biologically Inspired Information Systems: Models, 2007

Optimization of logistic systems using fuzzy weighted aggregation.

[BibT_eX]

[DOI]

Fuzzy Sets Syst., 2007

Online Optimization of a Color Sorting Assembly Buffer Using Ant Colony Optimization.

[BibT_eX]

[DOI]

Stephan A. Hartmann

Proceedings of the Operations Research, 2007

Ant Colony Optimization Applied to Feature Selection in Fuzzy Classifiers.

[BibT_eX]

[DOI]

Susana M. Vieira

Proceedings of the Foundations of Fuzzy Logic and Soft Computing, 2007

Wasp Swarm Algorithm for Dynamic MAX-SAT Problems.

[BibT_eX]

[DOI]

Proceedings of the Adaptive and Natural Computing Algorithms, 8th International Conference, 2007

Pareto Optimality of Cluster Objective and Validity Functions.

[BibT_eX]

[DOI]

Proceedings of the FUZZ-IEEE 2007, 2007

2006

Distributed optimisation of a logistic system and its suppliers using ant colonies.

[BibT_eX]

[DOI]

Int. J. Syst. Sci., 2006

Fuzzy Clustering by Particle Swarm Optimization.

[BibT_eX]

[DOI]

Christina Katz

Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

An ant algorithm for static and dynamic MAX-SAT problems.

[BibT_eX]

[DOI]

João M. C. Sousa

Proceedings of the 1st International ICST Conference on Bio Inspired Models of Network, 2006

2005

Ant colony optimization of clustering models.

[BibT_eX]

[DOI]

Int. J. Intell. Syst., 2005

Soft computing optimization methods applied to logistic processes.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 2005

Relational Gustafson Kessel Clustering Using Medoids and Triangulation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Fuzzy Systems, 2005

Data Mining.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Fuzzy Systems, 2005

2004

A multi-agent approach for supply chain management using ant colony optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, 2004

Fuzzy histograms and fuzzy chi-squared tests for independence.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Fuzzy Systems, 2004

Ant Colony Optimization for dynamic Traveling Salesman Problems.

[BibT_eX]

[DOI]

Proceedings of the ARCS 2004, 2004

2003

Optimizing logistic processes using a fuzzy decision making approach.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part A, 2003

Web mining with relational clustering.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 2003

Fuzzy nonlinear projection.

[BibT_eX]

[DOI]

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

Evolved genetic algorithms with fuzzy aggregation applied to priorities in logistic systems.

[BibT_eX]

[DOI]

João M. C. Sousa

Proceedings of 9th IEEE International Conference on Emerging Technologies and Factory Automation, 2003

Optimization of Logistic Processes in Supply-Chains Using Meta-heuristics.

[BibT_eX]

[DOI]

Proceedings of the Progress in Artificial Intelligence, 2003

2002

Classification and prediction of road traffic using application-specific fuzzy clustering.

[BibT_eX]

[DOI]

Christiane Stutz

IEEE Trans. Fuzzy Syst., 2002

Fuzzy optimization of logistic processes.

[BibT_eX]

[DOI]

Proceedings of the 2002 IEEE International Conference on Fuzzy Systems, 2002

Ant Colonies as Logistic Processes Optimizers.

[BibT_eX]

[DOI]

Proceedings of the Ant Algorithms, Third International Workshop, 2002

Should Tendency Assessment Precede Rule Extraction by Clustering? (No!).

[BibT_eX]

Proceedings of the Advances in Computational Intelligence and Learning: Methods and Applications, 2002

2001

Prozessmodellierung und -optimierung mit Fuzzy-Clustering.

[BibT_eX]

Klaus Villforth

Erwin Jünnemann

Künstliche Intell., 2001

Fuzzy Clustering for Data Compression, Modeling, and Optimization in Recovered Paper Industry.

[BibT_eX]

[DOI]

Eur. J. Control, 2001

Decentralized Control of Hybrid Systems.

[BibT_eX]

[DOI]

Proceedings of the Fifth International Symposium on Autonomous Decentralized Systems, 2001

Intelligent control of the refining process for improved fiber quality.

[BibT_eX]

[DOI]

Proceedings of the 6th European Control Conference, 2001

2000

Automatic keyword extraction with relational clustering and Levenshtein distances.

[BibT_eX]

[DOI]

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

A control sequence generator for fuzzy gain schedulers.

[BibT_eX]

[DOI]

Christiane Stutz

Proceedings of the 39th IEEE Conference on Decision and Control, 2000

Information mining - Methoden, Algorithmen und Anwendungen intelligenter Datenanalyse.

[BibT_eX]

Computational intelligence, Vieweg, ISBN: 978-3-528-05741-1, 2000

1999

Alternating cluster estimation: a new tool for clustering and function approximation.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 1999

Function approximation with polynomial membership functions and alternating cluster estimation.

[BibT_eX]

[DOI]

Fuzzy Sets Syst., 1999

Neural computation in steel industry.

[BibT_eX]

[DOI]

Proceedings of the 5th European Control Conference, 1999

Data compression and soft sensors in the pulp and paper industry.

[BibT_eX]

[DOI]

Proceedings of the 5th European Control Conference, 1999

Probabilistische und Fuzzy Methoden für die Clusteranalyse.

[BibT_eX]

[DOI]

Proceedings of the Fuzzy Theorie und Stochastik, 1999

1998

Automatic generation of first order Takagi-Sugeno systems using fuzzy c-elliptotypes clustering.

[BibT_eX]

[DOI]

J. Intell. Fuzzy Syst., 1998

Compression of Industrial Process Data Using Fast Alternating Cluster Estimation (FACE).

[BibT_eX]

Proceedings of the Data Mining und Data Warehousing, 1998

1997

Selection of appropriate defuzzification methods using application specific properties.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 1997

Some issues in system identification using clustering.

[BibT_eX]

[DOI]

Proceedings of International Conference on Neural Networks (ICNN'97), 1997

1996

Automatische Selektion signifikanter scharfer Werte in unscharfen regelbasierten Systemen der Informations- und Automatisierungstechnik.

[BibT_eX]

[DOI]

PhD thesis, 1996

1995

Multidimensional defuzzification - fast algorithms for the determination of crisp characteristic subsets.

[BibT_eX]

[DOI]

Manfred Glesner

Proceedings of the 1995 ACM symposium on applied computing, 1995

1994

DECADE - fast centroid approximation defuzzification for real time fuzzy control applications.

[BibT_eX]

[DOI]

Manfred Glesner

Proceedings of the 1994 ACM Symposium on Applied Computing, 1994

1993

Approximative Synthese von Fuzzy - Controllern.

[BibT_eX]

[DOI]