Mannes Poel

According to our database, Mannes Poel authored at least 93 papers between 1991 and 2024.

Collaborative distances:

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

2024

MetaLIRS: Meta-learning for Imputation and Regression Selection.

Isil Baysal Erez, Jan Flokstra, Mannes Poel, Maurice van Keulen

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2024, 2024

2023

Trajectory Generation, Control, and Safety with Denoising Diffusion Probabilistic Models.

Nicolò Botteghi, Federico Califano, Mannes Poel, Christoph Brune

CoRR, 2023

2022

Adaptive Lower Limb Pattern Recognition for Multi-Day Control.

Robert V. Schulte, Erik C. Prinsen, Jaap H. Buurke, Mannes Poel

Sensors, 2022

Exploratory application of machine learning methods on patient reported data in the development of supervised models for predicting outcomes.

Deepika Verma, Duncan Jansen, Kerstin Bach, Mannes Poel, Paul Jarle Mork, Wendy Oude Nijeweme d'Hollosy

BMC Medical Informatics Decis. Mak., 2022

Unsupervised Representation Learning in Deep Reinforcement Learning: A Review.

Nicolò Botteghi, Mannes Poel, Christoph Brune

CoRR, 2022

2021

An ensemble of autonomous auto-encoders for human activity recognition.

Kemilly Dearo Garcia, Cláudio Rebelo de Sá, Mannes Poel, Tiago Carvalho, João Mendes-Moreira, João M. P. Cardoso, André C. P. L. F. de Carvalho, Joost N. Kok

Neurocomputing, 2021

Detecting Fear of Heights Response to a Virtual Reality Environment Using Functional Near-Infrared Spectroscopy.

Luciënne A. de With, Nattapong Thammasan, Mannes Poel

Frontiers Comput. Sci., 2021

Exploring the Brain Activity Related to Missing Penalty Kicks: An fNIRS Study.

Max W. J. Slutter, Nattapong Thammasan, Mannes Poel

Frontiers Comput. Sci., 2021

Low-Dimensional State and Action Representation Learning with MDP Homomorphism Metrics.

Nicolò Botteghi, Mannes Poel, Beril Sirmaçek, Christoph Brune

CoRR, 2021

Towards Autonomous Pipeline Inspection with Hierarchical Reinforcement Learning.

Nicolò Botteghi, Luuk Grefte, Mannes Poel, Beril Sirmaçek, Christoph Brune, Edwin Dertien, Stefano Stramigioli

Proceedings of the Robot Intelligence Technology and Applications 6, 2021

Low Dimensional State Representation Learning with Robotics Priors in Continuous Action Spaces.

Nicolò Botteghi, Khaled Alaa, Mannes Poel, Beril Sirmaçek, Christoph Brune, Abeje Y. Mersha, Stefano Stramigioli

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

2020

On Reward Shaping for Mobile Robot Navigation: A Reinforcement Learning and SLAM Based Approach.

Nicolò Botteghi, Beril Sirmaçek, Khaled A. A. Mustafa, Mannes Poel, Stefano Stramigioli

CoRR, 2020

Low Dimensional State Representation Learning with Reward-shaped Priors.

Nicolò Botteghi, Ruben Obbink, Daan Geijs, Mannes Poel, Beril Sirmaçek, Christoph Brune, Abeje Y. Mersha, Stefano Stramigioli

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Applying Machine Learning on Patient-Reported Data to Model the Selection of Appropriate Treatments for Low Back Pain: A Pilot Study.

Wendy Oude Nijeweme d'Hollosy, Lex van Velsen, Mannes Poel, Catharina G. M. Groothuis-Oudshoorn, Remko Soer, Patrick Stegeman, Hermie Hermens

Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020), 2020

2019

Time Coherent Full-Body Poses Estimated Using Only Five Inertial Sensors: Deep versus Shallow Learning.

Frank J. Wouda, Matteo Giuberti, Nina Rudigkeit, Bert-Jan F. van Beijnum, Mannes Poel, Peter H. Veltink

Sensors, 2019

Machine Learning for Cooperative Driving in a Multi-Lane Highway Environment.

Aashik Chandramohan, Mannes Poel, Bernd Meijerink, Geert Heijenk

Proceedings of the 2019 Wireless Days, 2019

Online Clustering for Novelty Detection and Concept Drift in Data Streams.

Kemilly Dearo Garcia, Mannes Poel, Joost N. Kok, André C. P. L. F. de Carvalho

Proceedings of the Progress in Artificial Intelligence, 2019

A novel, simple and objective method to detect movement artefacts in electrodermal activity.

Nattapong Thammasan, Ivo V. Stuldreher, Dagmar Wismeijer, Mannes Poel, Jan B. F. van Erp, Anne-Marie Brouwer

Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction, 2019

2018

Evaluation of three machine learning models for self-referral decision support on low back pain in primary care.

Wendy Oude Nijeweme d'Hollosy, Lex van Velsen, Mannes Poel, Catharina G. M. Groothuis-Oudshoorn, Remko Soer, Hermie Hermens

Int. J. Medical Informatics, 2018

2017

Automatic recognition of touch gestures in the corpus of social touch.

Merel M. Jung, Mannes Poel, Ronald Poppe, Dirk K. J. Heylen

J. Multimodal User Interfaces, 2017

A First Step toward the Automatic Understanding of Social Touch for Naturalistic Human-Robot Interaction.

Merel M. Jung, Mannes Poel, Dennis Reidsma, Dirk K. J. Heylen

Frontiers ICT, 2017

Meeting the Expectations from Brain-Computer Interfaces.

Hayrettin Gürkök, Gido Hakvoort, Mannes Poel, Anton Nijholt

Comput. Entertain., 2017

Kessel Run - A Cooperative Multiplayer SSVEP BCI Game.

Inês Cruz, Carlos Moreira, Mannes Poel, Hugo Ferreira, Anton Nijholt

Proceedings of the Intelligent Technologies for Interactive Entertainment, 2017

Detecting Mislabeled Data Using Supervised Machine Learning Techniques.

Mannes Poel

Proceedings of the Augmented Cognition. Neurocognition and Machine Learning, 2017

2016

Outlier detection in healthcare fraud: A case study in the Medicaid dental domain.

Guido van Capelleveen, Mannes Poel, Roland M. Müller, Dallas Thornton, Jos van Hillegersberg

Int. J. Account. Inf. Syst., 2016

Work in Progress: A Protocol for the Collection, Analysis, and Interpretation of Log Data from eHealth Technology.

Floor Sieverink, Saskia M. Kelders, Saskia Akkersdijk, Mannes Poel, Liseth Siemons, Lisette van Gemert-Pijnen

Proceedings of the Fourth International Workshop on Behavior Change Support Systems, 2016

Multi-Brain BCI: Characteristics and Social Interactions.

Anton Nijholt, Mannes Poel

Proceedings of the Foundations of Augmented Cognition: Neuroergonomics and Operational Neuroscience, 2016

2015

Usability of Three Electroencephalogram Headsets for Brain-Computer Interfaces: A Within Subject Comparison.

Femke Nijboer, Bram van de Laar, Steven Gerritsen, Anton Nijholt, Mannes Poel

Interact. Comput., 2015

Touch Challenge '15: Recognizing Social Touch Gestures.

Merel M. Jung, Xi Laura Cang, Mannes Poel, Karon E. MacLean

Proceedings of the 2015 ACM on International Conference on Multimodal Interaction, Seattle, WA, USA, November 09, 2015

2014

Perception and Manipulation of Game Control.

Danny Plass-Oude Bos, Bram van de Laar, Boris Reuderink, Mannes Poel, Anton Nijholt

Proceedings of the Intelligent Technologies for Interactive Entertainment, 2014

A Neural Network Based Approach to Social Touch Classification.

Siewart van Wingerden, Tobias J. Uebbing, Merel M. Jung, Mannes Poel

Proceedings of the 2014 workshop on Emotion Representation and Modelling in Human-Computer-Interaction-Systems, 2014

Touching the Void - Introducing CoST: Corpus of Social Touch.

Merel M. Jung, Ronald Poppe, Mannes Poel, Dirk Heylen

Proceedings of the 16th International Conference on Multimodal Interaction, 2014

Outlier-based Health Insurance Fraud Detection for U.S. Medicaid Data.

Dallas Thornton, Guido van Capelleveen, Mannes Poel, Jos van Hillegersberg, Roland M. Müller

Proceedings of the ICEIS 2014, 2014

Players' Opinions on Control and Playability of a BCI Game.

Hayrettin Gürkök, Bram van de Laar, Danny Plass-Oude Bos, Mannes Poel, Anton Nijholt

Proceedings of the Universal Access in Human-Computer Interaction. Universal Access to Information and Knowledge, 2014

Comparison of feature and classifier algorithms for online automatic sleep staging based on a single EEG signal.

Mustafa Radha, Gary Garcia Molina, Mannes Poel, Giulio Tononi

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013

How Much Control Is Enough? Influence of Unreliable Input on User Experience.

Bram van de Laar, Danny Plass-Oude Bos, Boris Reuderink, Mannes Poel, Anton Nijholt

IEEE Trans. Cybern., 2013

Experiencing BCI Control in a Popular Computer Game.

Bram van de Laar, Hayrettin Gürkök, Danny Plass-Oude Bos, Mannes Poel, Anton Nijholt

IEEE Trans. Comput. Intell. AI Games, 2013

Valence, arousal and dominance in the EEG during game play.

Boris Reuderink, Christian Mühl, Mannes Poel

Int. J. Auton. Adapt. Commun. Syst., 2013

Evaluating a multi-player brain-computer interface game: Challenge versus co-experience.

Hayrettin Gürkök, Anton Nijholt, Mannes Poel, Michel Obbink

Entertain. Comput., 2013

Effortless Passive BCIs for Healthy Users.

Anne-Marie Brouwer, Jan B. F. van Erp, Dirk Heylen, Ole Jensen, Mannes Poel

Proceedings of the Universal Access in Human-Computer Interaction. User and Context Diversity, 2013

2012

Use of wireless sensor networks for distributed event detection in disaster management applications.

Majid Bahrepour, Nirvana Meratnia, Mannes Poel, Zahra Taghikhaki, Paul J. M. Havinga

Int. J. Space Based Situated Comput., 2012

Brain computer interfaces as intelligent sensors for enhancing human-computer interaction.

Mannes Poel, Femke Nijboer, Egon L. van den Broek, Stephen H. Fairclough, Anton Nijholt

Proceedings of the International Conference on Multimodal Interaction, 2012

Improving BCI performance after classification.

Danny Plass-Oude Bos, Hayrettin Gürkök, Boris Reuderink, Mannes Poel

Proceedings of the International Conference on Multimodal Interaction, 2012

Brain-Computer Interface Games: Towards a Framework.

Hayrettin Gürkök, Anton Nijholt, Mannes Poel

Proceedings of the Entertainment Computing - ICEC 2012 - 11th International Conference, 2012

2011

A Study in User-Centered Design and Evaluation of Mental Tasks for BCI.

Danny Plass-Oude Bos, Mannes Poel, Anton Nijholt

Proceedings of the Advances in Multimedia Modeling, 2011

Evaluating User Experience in a Selection Based Brain-Computer Interface Game A Comparative Study.

Hayrettin Gürkök, Gido Hakvoort, Mannes Poel

Proceedings of the Entertainment Computing - ICEC 2011 - 10th International Conference, 2011

Social Interaction in a Cooperative Brain-Computer Interface Game.

Michel Obbink, Hayrettin Gürkök, Danny Plass-Oude Bos, Gido Hakvoort, Mannes Poel, Anton Nijholt

Proceedings of the Intelligent Technologies for Interactive Entertainment, 2011

Measuring Immersion and Affect in a Brain-Computer Interface Game.

Gido Hakvoort, Hayrettin Gürkök, Danny Plass-Oude Bos, Michel Obbink, Mannes Poel

Proceedings of the Human-Computer Interaction - INTERACT 2011, 2011

Modality switching and performance in a thought and speech controlled computer game.

Hayrettin Gürkök, Gido Hakvoort, Mannes Poel

Proceedings of the 13th International Conference on Multimodal Interfaces, 2011

A subject-independent brain-computer interface based on smoothed, second-order baselining.

Boris Reuderink, Jason Farquhar, Mannes Poel, Anton Nijholt

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Looking around with your brain in a virtual world.

Danny Plass-Oude Bos, Matthieu Duvinage, Oytun Oktay, Jaime Delgado Saa, Huseyin Guruler, Ayhan Istanbullu, Marijn van Vliet, Bram van de Laar, Mannes Poel, Linsey Roijendijk, Luca Tonin, Ali Bahramisharif, Boris Reuderink

Proceedings of the 2011 IEEE Symposium on Computational Intelligence, 2011

User expectations and experiences of a speech and thought controlled computer game.

Hayrettin Gürkök, Gido Hakvoort, Mannes Poel, Anton Nijholt

Proceedings of the 8th International Conference on Advances in Computer Entertainment Technology, 2011

2010

Affective Dialogue Management Using Factored POMDPs.

Trung H. Bui, Job Zwiers, Mannes Poel, Anton Nijholt

Proceedings of the Interactive Collaborative Information Systems, 2010

Brain-Computer Interfacing and Games.

Danny Plass-Oude Bos, Boris Reuderink, Bram van de Laar, Hayrettin Gürkök, Christian Mühl, Mannes Poel, Anton Nijholt, Dirk Heylen

Proceedings of the Brain-Computer Interfaces, 2010

Bacteria Hunt.

Christian Mühl, Hayrettin Gürkök, Danny Plass-Oude Bos, Marieke E. Thurlings, Lasse Scherffig, Matthieu Duvinage, Alexandra A. Elbakyan, Sungwook Kang, Mannes Poel, Dirk Heylen

J. Multimodal User Interfaces, 2010

Distributed Event Detection in Wireless Sensor Networks for Disaster Management.

Majid Bahrepour, Nirvana Meratnia, Mannes Poel, Zahra Taghikhaki, Paul J. M. Havinga

Proceedings of the 2nd International Conference on Intelligent Networking and Collaborative Systems, 2010

Classifying motor imagery in presence of speech.

Hayrettin Gürkök, Mannes Poel, Job Zwiers

Proceedings of the International Joint Conference on Neural Networks, 2010

Human-Computer Interaction for BCI Games: Usability and User Experience.

Danny Plass-Oude Bos, Boris Reuderink, Bram van de Laar, Hayrettin Gürkök, Christian Mühl, Mannes Poel, Dirk Heylen, Anton Nijholt

Proceedings of the 2010 International Conference on CyberWorlds, 2010

Guessing What's on Your Mind: Using the N400 in Brain Computer Interfaces.

Marijn van Vliet, Christian Mühl, Boris Reuderink, Mannes Poel

Proceedings of the Brain Informatics, International Conference, 2010

2009

A tractable hybrid DDN-POMDP approach to affective dialogue modeling for probabilistic frame-based dialogue systems.

Trung H. Bui, Mannes Poel, Anton Nijholt, Job Zwiers

Nat. Lang. Eng., 2009

Gaze behaviour, believability, likability and the iCat.

Mannes Poel, Dirk Heylen, Anton Nijholt, M. Meulemans, Albert J. N. van Breemen

AI Soc., 2009

Affective Pacman: A Frustrating Game for Brain-Computer Interface Experiments.

Boris Reuderink, Anton Nijholt, Mannes Poel

Proceedings of the Intelligent Technologies for Interactive Entertainment, 2009

Face Alignment Using Boosting and Evolutionary Search.

Hua Zhang, Duanduan Liu, Mannes Poel, Anton Nijholt

Proceedings of the Computer Vision, 2009

2008

Decision-Level Fusion for Audio-Visual Laughter Detection.

Boris Reuderink, Mannes Poel, Khiet P. Truong, Ronald Poppe, Maja Pantic

Proceedings of the Machine Learning for Multimodal Interaction, 5th International Workshop, 2008

Discriminative human action recognition using pairwise CSP classifiers.

Ronald Poppe, Mannes Poel

Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008

Meeting behavior detection in smart environments: Nonverbal cues that help to obtain natural interaction.

Mannes Poel, Ronald Poppe, Anton Nijholt

Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008

Using the iCat as Avatar in Remote Meetings.

Dirk Heylen, Mannes Poel, Anton Nijholt

Proceedings of the Multimodal Signals: Cognitive and Algorithmic Issues, 2008

Body-Part Templates for Recovery of 2D Human Poses under Occlusion.

Ronald Poppe, Mannes Poel

Proceedings of the Articulated Motion and Deformable Objects, 5th International Conference, 2008

2007

A Support Vector Machine Approach to Dutch Part-of-Speech Tagging.

Mannes Poel, Luite Stegeman, Rieks op den Akker

Proceedings of the Advances in Intelligent Data Analysis VII, 2007

Generating Nonverbal Signals for a Sensitive Artificial Listener.

Dirk Heylen, Anton Nijholt, Mannes Poel

Proceedings of the Verbal and Nonverbal Communication Behaviours, 2007

2006

Analyzing Infant Cries Using a Committee of Neural Networks in Order to Detect Hypoxia Related Disorder.

Mannes Poel, Taco Ekkel

Int. J. Artif. Intell. Tools, 2006

Audio-Visual Processing in Meetings: Seven Questions and Current AMI Answers.

Marc A. Al-Hames, Thomas Hain, Jan Cernocký, Sascha Schreiber, Mannes Poel, Ronald Müller, Sébastien Marcel, David A. van Leeuwen, Jean-Marc Odobez, Sileye O. Ba, Hervé Bourlard, Fabien Cardinaux, Daniel Gatica-Perez, Adam Janin, Petr Motlícek, Stephan Reiter, Steve Renals, Jeroen van Rest, Rutger Rienks, Gerhard Rigoll, Kevin Smith, Andrew H. C. Thean, Pavel Zemcík

Proceedings of the Machine Learning for Multimodal Interaction, 2006

Comparison of Silhouette Shape Descriptors for Example-based Human Pose Recovery.

Ronald Poppe, Mannes Poel

Proceedings of the Seventh IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2006), 2006

2005

Towards real-time Body Pose Estimation for Presenters in Meeting Environments.

Ronald Poppe, Dirk Heylen, Anton Nijholt, Mannes Poel

Proceedings of the 13-th International Conference in Central Europe on Computer Graphics, 2005

Generic Dialogue Modeling for Multi-application Dialogue Systems.

Trung H. Bui, Job Zwiers, Anton Nijholt, Mannes Poel

Proceedings of the Machine Learning for Multimodal Interaction, 2005

Drawings as Input for Handheld Game Computers.

Mannes Poel, Job Zwiers, Anton Nijholt, Rudy Jong, Edward Krooman

Proceedings of the Intelligent Technologies for Interactive Entertainment, 2005

2003

Exporting Vector Muscles for Facial Animation.

The Duy Bui, Dirk Heylen, Mannes Poel, Anton Nijholt

Proceedings of the Smart Graphics, Third International Symposium, 2003

An Action Selection Architecture for an Emotional Agent.

Gertjan J. Burghouts, Dirk Heylen, Mannes Poel, Rieks op den Akker, Anton Nijholt

Proceedings of the Sixteenth International Florida Artificial Intelligence Research Society Conference, 2003

Automatic Face Morphing for Transferring Facial Animation.

The Duy Bui, Mannes Poel, Dirk Heylen, Anton Nijholt

Proceedings of the Sixth IASTED International Conference on Computer Graphics and Imaging, 2003

2002

ParleE: An Adaptive Plan Based Event Appraisal Model of Emotions.

The Duy Bui, Dirk Heylen, Mannes Poel, Anton Nijholt

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

2001

Generation of Facial Expressions from Emotion Using a Fuzzy Rule Based System.

The Duy Bui, Dirk Heylen, Mannes Poel, Anton Nijholt

Proceedings of the AI 2001: Advances in Artificial Intelligence, 2001

Concurrency Verification: Introduction to Compositional and Noncompositional Methods

Willem P. de Roever, Frank S. de Boer, Ulrich Hannemann, Jozef Hooman, Yassine Lakhnech, Mannes Poel, Job Zwiers

Cambridge Tracts in Theoretical Computer Science 54, Cambridge University Press, ISBN: 0-521-80608-9, 2001

2000

Basic Principles of a textbook on the compositional and noncompositional verification of concurrent programs.

Willem P. de Roever, Frank S. de Boer, Ulrich Hannemann, Jozef Hooman, Yassine Lakhnech, Mannes Poel, Job Zwiers

Proceedings of the Formale Beschreibungstechniken für verteilte Systeme, 2000

1999

The Compositional Approach to Sequential Consistency and Lazy Caching.

Wil Janssen, Mannes Poel, Job Zwiers

Distributed Comput., 1999

Classifying Visemes for Automatic Lipreading.

Michiel Visser, Mannes Poel, Anton Nijholt

Proceedings of the Text, Speech and Dialogue - Second International Workshop, 1999

1998

Synchronizing Clocked Transition Systems.

Mannes Poel, Job Zwiers

Proceedings of the Formal Techniques in Real-Time and Fault-Tolerant Systems, 1998

1995

The BB Neural Network Rule Extraction Method.

Frank R. Wiersma, Mannes Poel, Sandra M. Oudshoff

Proceedings of the Neural Networks: Artificial Intelligence and Industrial Applications, 1995

Appropriate Context Association and Learning Parameters for Word Spotting with Partially Recurrent Neural Networks.

David A. van Leeuwen, Peter Wittenburg, Mannes Poel

Proceedings of the Neural Networks: Artificial Intelligence and Industrial Applications, 1995

1994

Layering of Real-Time Distributed Processes.

Wil Janssen, Mannes Poel, Qiwen Xu, Job Zwiers

Proceedings of the Formal Techniques in Real-Time and Fault-Tolerant Systems, Third International Symposium Organized Jointly with the Working Group Provably Correct Systems, 1994

1993

Modular Completeness for Communication Closed Layers.

Maarten M. Fokkinga, Mannes Poel, Job Zwiers

Proceedings of the CONCUR '93, 1993

1992

The Primordial Soup Algorithm: A Systematic Approach to the Specification of Parallel Parsers.

Wil Janssen, Mannes Poel, Klaas Sikkel, Job Zwiers

Proceedings of the 14th International Conference on Computational Linguistics, 1992

Layering Techniques for Development of Parallel Systems.

Mannes Poel, Job Zwiers

Proceedings of the Computer Aided Verification, Fourth International Workshop, 1992

1991

Action Systems and Action Refinement in the Development of Parallel Systems - An Algebraic Approach.

Wil Janssen, Mannes Poel, Job Zwiers

Proceedings of the CONCUR '91, 1991