Oliver Obst

Jason Siegler

Ann. Oper. Res., June, 2023

AI-based ICD coding and classification approaches using discharge summaries: A systematic literature review.

[BibT_eX]

[DOI]

Rajvir Kaur

Jeewani Anupama Ginige

Expert Syst. Appl., 2023

Capsicum Flower Identification for Robotic Pollination in Greenhouses.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Cybernetics, 2023

Few-Shot and Transfer Learning with Manifold Distributed Datasets.

[BibT_eX]

[DOI]

Sayed Waleed Qayyumi

Laurence A. F. Park

Proceedings of the Data Science and Machine Learning, 2023

2022

Analyzing Echo-state Networks Using Fractal Dimension.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2022

Measuring Content Preservation in Textual Style Transfer.

[BibT_eX]

[DOI]

Stuart Fitzpatrick

Laurence A. F. Park

Proceedings of the Data Mining - 20th Australasian Conference, AusDM 2022, Western Sydney, 2022

Active Learning for kNN Using Instance Impact.

[BibT_eX]

[DOI]

Sayed Waleed Qayyumi

Laurence A. F. Park

Proceedings of the AI 2022: Advances in Artificial Intelligence, 2022

2021

A Systematic Literature Review of Automated ICD Coding and Classification Systems using Discharge Summaries.

[BibT_eX]

[DOI]

Rajvir Kaur

Jeewani Anupama Ginige

CoRR, 2021

A new pathway to approximate energy expenditure and recovery of an athlete.

[BibT_eX]

[DOI]

Fabian Clemens Weigend

Jason Siegler

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

2018

Information Maximizing Exploration with a Latent Dynamics Model.

[BibT_eX]

[DOI]

Trevor Barron

Heni Ben Amor

CoRR, 2018

Predictive Neural Networks.

[BibT_eX]

[DOI]

Olivia Michael

CoRR, 2018

RoboCupSimData: Software and Data for Machine Learning from RoboCup Simulation League.

[BibT_eX]

[DOI]

Proceedings of the RoboCup 2018: Robot World Cup XXII [Montreal, 2018

2017

RoboCupSimData: A RoboCup soccer research dataset.

[BibT_eX]

[DOI]

CoRR, 2017

BetaRun 2017 Team Description Paper: Variety, Complexity, and Learning.

[BibT_eX]

[DOI]

Olivia Michael

CoRR, 2017

Quantifying Long-Range Interactions and Coherent Structure in Multi-Agent Dynamics.

[BibT_eX]

[DOI]

Artif. Life, 2017

Analysing Soccer Games with Clustering and Conceptors.

[BibT_eX]

[DOI]

Proceedings of the RoboCup 2017: Robot World Cup XXI [Nagoya, Japan, July 27-31, 2017]., 2017

2016

Image Classification to Support Emergency Situation Awareness.

[BibT_eX]

[DOI]

Frontiers Robotics AI, 2016

2015

RoboCup Simulation Leagues: Enabling Replicable and Robust Investigation of Complex Robotic Systems.

[BibT_eX]

[DOI]

IEEE Robotics Autom. Mag., 2015

Kick Extraction for Reducing Uncertainty in RoboCup Logs.

[BibT_eX]

[DOI]

Proceedings of the Human Interface and the Management of Information. Information and Knowledge in Context, 2015

2014

Distributed Fault Detection in Sensor Networks using a Recurrent Neural Network.

[BibT_eX]

[DOI]

Neural Process. Lett., 2014

Distributed machine learning and sparse representations.

[BibT_eX]

[DOI]

Neurocomputing, 2014

Complex cells decrease errors for the Müller-Lyer illusion in a model of the visual ventral stream.

[BibT_eX]

[DOI]

Astrid Zeman

Kevin R. Brooks

Frontiers Comput. Neurosci., 2014

Simulation leagues: Enabling replicable and robust investigation of complex robotic systems.

[BibT_eX]

[DOI]

CoRR, 2014

Simulation Leagues: Analysis of Competition Formats.

[BibT_eX]

[DOI]

Proceedings of the RoboCup 2014: Robot World Cup XVIII [papers from the 18th Annual RoboCup International Symposium, 2014

2013

Nano-scale reservoir computing.

[BibT_eX]

[DOI]

Nano Commun. Networks, 2013

On active information storage in input-driven systems

[BibT_eX]

[DOI]

CoRR, 2013

Guided Self-Organization of Input-Driven Recurrent Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2013

Towards Quantifying Interaction Networks in a Football Match.

[BibT_eX]

[DOI]

Proceedings of the RoboCup 2013: Robot World Cup XVII [papers from the 17th Annual RoboCup International Symposium, 2013

2012

Information processing in echo state networks at the edge of chaos.

[BibT_eX]

[DOI]

Joseph T. Lizier

Theory Biosci., 2012

Gliders2012: Development and Competition Results

[BibT_eX]

[DOI]

CoRR, 2012

Real-Time Inverse Dynamics Learning for Musculoskeletal Robots based on Echo State Gaussian Process Regression.

[BibT_eX]

[DOI]

Proceedings of the Robotics: Science and Systems VIII, 2012

Taming the reservoir: Feedforward training for recurrent neural networks.

[BibT_eX]

[DOI]

Martin A. Riedmiller

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

2010

Improving Recurrent Neural Network Performance Using Transfer Entropy.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing. Models and Applications, 2010

Time Series Causality Inference Using Echo State Networks.

[BibT_eX]

[DOI]

Chang Yu-Chen

Proceedings of the Latent Variable Analysis and Signal Separation, 2010

2009

Poster abstract: Distributed fault detection using a recurrent neural network.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Information Processing in Sensor Networks, 2009

Studies on reservoir initialization and dynamics shaping in echo state networks.

[BibT_eX]

[DOI]

Proceedings of the 17th European Symposium on Artificial Neural Networks, 2009

Origins of Scaling in Genetic Code.

[BibT_eX]

[DOI]

Daniel Polani

Mikhail Prokopenko

Proceedings of the Advances in Artificial Life. Darwin Meets von Neumann, 2009

2008

Using Echo State Networks for Anomaly Detection in Underground Coal Mines.

[BibT_eX]

[DOI]

X. Rosalind Wang

Mikhail Prokopenko

Proceedings of the 7th International Conference on Information Processing in Sensor Networks, 2008

Spatiotemporal Anomaly Detection in Gas Monitoring Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the Wireless Sensor Networks, 5th European Conference, 2008

2007

Controlling physical multiagent teams: getting league independent results from RoboCup Soccer.

[BibT_eX]

[DOI]

PhD thesis, 2007

2006

3D2Real: Simulation League Finals in Real Robots.

[BibT_eX]

[DOI]

Rodrigo da Silva Guerra

Proceedings of the RoboCup 2006: Robot Soccer World Cup X, 2006

2005

Spark - A generic simulator for physical multi-agent simulations.

[BibT_eX]

Markus Rollmann

Comput. Syst. Sci. Eng., 2005

RoboCup 2004 Competitions and Symposium: A Small Kick for Robots, a Giant Score for Science.

[BibT_eX]

[DOI]

Gerhard K. Kraetzschmar

AI Mag., 2005

Flexible Coordination of Multiagent Team Behavior Using HTN Planning.

[BibT_eX]

[DOI]

Proceedings of the RoboCup 2005: Robot Soccer World Cup IX, 2005

Using a Planner for Coordination of Multiagent Team Behavior.

[BibT_eX]

[DOI]

Proceedings of the Programming Multi-Agent Systems, 2005

2004

Towards a League-Independent Qualitative Soccer Theory for RoboCup.

[BibT_eX]

[DOI]

Proceedings of the RoboCup 2004: Robot Soccer World Cup VIII, 2004

2003

An Overview of RoboCup-2002 Fukuoka/Busan.

[BibT_eX]

[DOI]

AI Mag., 2003

Using Model-Based Diagnosis to Build Hypotheses about Spatial Environments: A Response to a Technical Challenge.

[BibT_eX]

[DOI]

Proceedings of the RoboCup 2003: Robot Soccer World Cup VII, 2003

Simulation League: The Next Generation.

[BibT_eX]

[DOI]

Marco Kögler

Proceedings of the RoboCup 2003: Robot Soccer World Cup VII, 2003

2002

Simulation League - League Summary.

[BibT_eX]

[DOI]

Proceedings of the RoboCup 2002: Robot Soccer World Cup VI, 2002

Qualitative Velocity and Ball Interception.

[BibT_eX]

[DOI]

Proceedings of the KI 2002: Advances in Artificial Intelligence, 2002

2001

Specifying Rational Agents with Statecharts and Utility Functions.

[BibT_eX]

[DOI]

Proceedings of the RoboCup 2001: Robot Soccer World Cup V, 2001

RoboLog Koblenz 2001.

[BibT_eX]

[DOI]

Proceedings of the RoboCup 2001: Robot Soccer World Cup V, 2001

2000

Intelligente Agenten und KI.

[BibT_eX]

Ulrich Furbach

RoboLog Koblenz 2000.

[BibT_eX]

[DOI]

Proceedings of the RoboCup 2000: Robot Soccer World Cup IV, 2000

Towards a Logical Approach for Soccer Agents Engineering.

[BibT_eX]

[DOI]

Proceedings of the RoboCup 2000: Robot Soccer World Cup IV, 2000

1999

Der RoboCup während der IJCAI '99.

[BibT_eX]

Künstliche Intell., 1999

Spatial Agents Implemented in a Logical Expressible Language.

[BibT_eX]

[DOI]

Proceedings of the RoboCup-99: Robot Soccer World Cup III, 1999

RoboLog Koblenz.

[BibT_eX]

[DOI]