Mannes Poel

Publication Activity (10 Years)

Years Active: 1991-2023
Publications (10 Years): 29

Top Topics

Computer Interface

Machine Learning

Top Venues

Publications

Nicolò Botteghi, Federico Califano, Mannes Poel, Christoph Brune
Trajectory Generation, Control, and Safety with Denoising Diffusion Probabilistic Models. CoRR (2023)
Robert V. Schulte, Erik C. Prinsen, Jaap H. Buurke, Mannes Poel
Adaptive Lower Limb Pattern Recognition for Multi-Day Control. Sensors 22 (17) (2022)
Nicolò Botteghi, Mannes Poel, Christoph Brune
Unsupervised Representation Learning in Deep Reinforcement Learning: A Review. CoRR (2022)
Deepika Verma, Duncan Jansen, Kerstin Bach, Mannes Poel, Paul Jarle Mork, Wendy Oude Nijeweme d'Hollosy
Exploratory application of machine learning methods on patient reported data in the development of supervised models for predicting outcomes. BMC Medical Informatics Decis. Mak. 22 (1) (2022)
Nicolò Botteghi, Luuk Grefte, Mannes Poel, Beril Sirmaçek, Christoph Brune, Edwin Dertien, Stefano Stramigioli
Towards Autonomous Pipeline Inspection with Hierarchical Reinforcement Learning. RiTA (2021)
Max W. J. Slutter, Nattapong Thammasan, Mannes Poel
Exploring the Brain Activity Related to Missing Penalty Kicks: An fNIRS Study. Frontiers Comput. Sci. 3 (2021)
Nicolò Botteghi, Khaled Alaa, Mannes Poel, Beril Sirmaçek, Christoph Brune, Abeje Y. Mersha, Stefano Stramigioli
Low Dimensional State Representation Learning with Robotics Priors in Continuous Action Spaces. IROS (2021)
Luciënne A. de With, Nattapong Thammasan, Mannes Poel
Detecting Fear of Heights Response to a Virtual Reality Environment Using Functional Near-Infrared Spectroscopy. Frontiers Comput. Sci. 3 (2021)
Nicolò Botteghi, Mannes Poel, Beril Sirmaçek, Christoph Brune
Low-Dimensional State and Action Representation Learning with MDP Homomorphism Metrics. CoRR (2021)
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
An ensemble of autonomous auto-encoders for human activity recognition. Neurocomputing 439 (2021)
Nicolò Botteghi, Luuk Grefte, Mannes Poel, Beril Sirmaçek, Christoph Brune, Edwin Dertien, Stefano Stramigioli
Towards Autonomous Pipeline Inspection with Hierarchical Reinforcement Learning. CoRR (2021)
Nicolò Botteghi, Khaled Alaa, Mannes Poel, Beril Sirmaçek, Christoph Brune, Abeje Y. Mersha, Stefano Stramigioli
Low Dimensional State Representation Learning with Robotics Priors in Continuous Action Spaces. CoRR (2021)
Wendy Oude Nijeweme d'Hollosy, Lex van Velsen, Mannes Poel, Catharina G. M. Groothuis-Oudshoorn, Remko Soer, Patrick Stegeman, Hermie Hermens
Applying Machine Learning on Patient-Reported Data to Model the Selection of Appropriate Treatments for Low Back Pain: A Pilot Study. HEALTHINF (2020)
Nicolò Botteghi, Ruben Obbink, Daan Geijs, Mannes Poel, Beril Sirmaçek, Christoph Brune, Abeje Y. Mersha, Stefano Stramigioli
Low Dimensional State Representation Learning with Reward-shaped Priors. CoRR (2020)
Nicolò Botteghi, Beril Sirmaçek, Khaled A. A. Mustafa, Mannes Poel, Stefano Stramigioli
On Reward Shaping for Mobile Robot Navigation: A Reinforcement Learning and SLAM Based Approach. CoRR (2020)
Nicolò Botteghi, Ruben Obbink, Daan Geijs, Mannes Poel, Beril Sirmaçek, Christoph Brune, Abeje Y. Mersha, Stefano Stramigioli
Low Dimensional State Representation Learning with Reward-shaped Priors. ICPR (2020)
Aashik Chandramohan, Mannes Poel, Bernd Meijerink, Geert Heijenk
Machine Learning for Cooperative Driving in a Multi-Lane Highway Environment. Wireless Days (2019)
Kemilly Dearo Garcia, Mannes Poel, Joost N. Kok, André C. P. L. F. de Carvalho
Online Clustering for Novelty Detection and Concept Drift in Data Streams. EPIA (2) (2019)
Frank J. Wouda, Matteo Giuberti, Nina Rudigkeit, Bert-Jan F. van Beijnum, Mannes Poel, Peter H. Veltink
Time Coherent Full-Body Poses Estimated Using Only Five Inertial Sensors: Deep versus Shallow Learning. Sensors 19 (17) (2019)
Nattapong Thammasan, Ivo V. Stuldreher, Dagmar Wismeijer, Mannes Poel, Jan B. F. van Erp, Anne-Marie Brouwer
A novel, simple and objective method to detect movement artefacts in electrodermal activity. ACII (2019)
Wendy Oude Nijeweme d'Hollosy, Lex van Velsen, Mannes Poel, Catharina G. M. Groothuis-Oudshoorn, Remko Soer, Hermie Hermens
Evaluation of three machine learning models for self-referral decision support on low back pain in primary care. Int. J. Medical Informatics 110 (2018)
Merel M. Jung, Mannes Poel, Ronald Poppe, Dirk K. J. Heylen
Automatic recognition of touch gestures in the corpus of social touch. J. Multimodal User Interfaces 11 (1) (2017)
Mannes Poel
Detecting Mislabeled Data Using Supervised Machine Learning Techniques. HCI (14) (2017)
Inês Cruz, Carlos Moreira, Mannes Poel, Hugo Ferreira, Anton Nijholt
Kessel Run - A Cooperative Multiplayer SSVEP BCI Game. INTETAIN (2017)
Merel M. Jung, Mannes Poel, Dennis Reidsma, Dirk K. J. Heylen
A First Step toward the Automatic Understanding of Social Touch for Naturalistic Human-Robot Interaction. Frontiers ICT 4 (2017)
Hayrettin Gürkök, Gido Hakvoort, Mannes Poel, Anton Nijholt
Meeting the Expectations from Brain-Computer Interfaces. Comput. Entertain. 15 (3) (2017)
Anton Nijholt, Mannes Poel
Multi-Brain BCI: Characteristics and Social Interactions. HCI (13) (2016)
Guido van Capelleveen, Mannes Poel, Roland M. Müller, Dallas Thornton, Jos van Hillegersberg
Outlier detection in healthcare fraud: A case study in the Medicaid dental domain. Int. J. Account. Inf. Syst. 21 (2016)
Floor Sieverink, Saskia M. Kelders, Saskia Akkersdijk, Mannes Poel, Liseth Siemons, Lisette van Gemert-Pijnen
Work in Progress: A Protocol for the Collection, Analysis, and Interpretation of Log Data from eHealth Technology. BCSS@PERSUASIVE (2016)
Femke Nijboer, Bram van de Laar, Steven Gerritsen, Anton Nijholt, Mannes Poel
Usability of Three Electroencephalogram Headsets for Brain-Computer Interfaces: A Within Subject Comparison. Interact. Comput. 27 (5) (2015)
Merel M. Jung, Xi Laura Cang, Mannes Poel, Karon E. MacLean
Touch Challenge '15: Recognizing Social Touch Gestures. ICMI (2015)
Hayrettin Gürkök, Bram van de Laar, Danny Plass-Oude Bos, Mannes Poel, Anton Nijholt
Players' Opinions on Control and Playability of a BCI Game. HCI (5) (2014)
Siewart van Wingerden, Tobias J. Uebbing, Merel M. Jung, Mannes Poel
A Neural Network Based Approach to Social Touch Classification. ERM4HCI@ICMI (2014)
Merel M. Jung, Ronald Poppe, Mannes Poel, Dirk Heylen
Touching the Void - Introducing CoST: Corpus of Social Touch. ICMI (2014)
Danny Plass-Oude Bos, Bram van de Laar, Boris Reuderink, Mannes Poel, Anton Nijholt
Perception and Manipulation of Game Control. INTETAIN (2014)
Mustafa Radha, Gary Garcia Molina, Mannes Poel, Giulio Tononi
Comparison of feature and classifier algorithms for online automatic sleep staging based on a single EEG signal. EMBC (2014)
Dallas Thornton, Guido van Capelleveen, Mannes Poel, Jos van Hillegersberg, Roland M. Müller
Outlier-based Health Insurance Fraud Detection for U.S. Medicaid Data. ICEIS (2) (2014)
Hayrettin Gürkök, Anton Nijholt, Mannes Poel, Michel Obbink
Evaluating a multi-player brain-computer interface game: Challenge versus co-experience. Entertain. Comput. 4 (3) (2013)
Anne-Marie Brouwer, Jan B. F. van Erp, Dirk Heylen, Ole Jensen, Mannes Poel
Effortless Passive BCIs for Healthy Users. HCI (6) (2013)
Bram van de Laar, Danny Plass-Oude Bos, Boris Reuderink, Mannes Poel, Anton Nijholt
How Much Control Is Enough? Influence of Unreliable Input on User Experience. IEEE Trans. Cybern. 43 (6) (2013)
Bram van de Laar, Hayrettin Gürkök, Danny Plass-Oude Bos, Mannes Poel, Anton Nijholt
Experiencing BCI Control in a Popular Computer Game. IEEE Trans. Comput. Intell. AI Games 5 (2) (2013)
Boris Reuderink, Christian Mühl, Mannes Poel
Valence, arousal and dominance in the EEG during game play. Int. J. Auton. Adapt. Commun. Syst. 6 (1) (2013)
Mannes Poel, Femke Nijboer, Egon L. van den Broek, Stephen H. Fairclough, Anton Nijholt
Brain computer interfaces as intelligent sensors for enhancing human-computer interaction. ICMI (2012)
Danny Plass-Oude Bos, Hayrettin Gürkök, Boris Reuderink, Mannes Poel
Improving BCI performance after classification. ICMI (2012)
Majid Bahrepour, Nirvana Meratnia, Mannes Poel, Zahra Taghikhaki, Paul J. M. Havinga
Use of wireless sensor networks for distributed event detection in disaster management applications. Int. J. Space Based Situated Comput. 2 (1) (2012)
Hayrettin Gürkök, Anton Nijholt, Mannes Poel
Brain-Computer Interface Games: Towards a Framework. ICEC (2012)
Danny Plass-Oude Bos, Mannes Poel, Anton Nijholt
A Study in User-Centered Design and Evaluation of Mental Tasks for BCI. MMM (2) (2011)
Gido Hakvoort, Hayrettin Gürkök, Danny Plass-Oude Bos, Michel Obbink, Mannes Poel
Measuring Immersion and Affect in a Brain-Computer Interface Game. INTERACT (1) (2011)
Hayrettin Gürkök, Gido Hakvoort, Mannes Poel
Evaluating User Experience in a Selection Based Brain-Computer Interface Game A Comparative Study. ICEC (2011)
Michel Obbink, Hayrettin Gürkök, Danny Plass-Oude Bos, Gido Hakvoort, Mannes Poel, Anton Nijholt
Social Interaction in a Cooperative Brain-Computer Interface Game. INTETAIN (2011)
Boris Reuderink, Jason Farquhar, Mannes Poel, Anton Nijholt
A subject-independent brain-computer interface based on smoothed, second-order baselining. EMBC (2011)
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
Looking around with your brain in a virtual world. CCMB (2011)
Hayrettin Gürkök, Gido Hakvoort, Mannes Poel, Anton Nijholt
User expectations and experiences of a speech and thought controlled computer game. Advances in Computer Entertainment Technology (2011)
Hayrettin Gürkök, Gido Hakvoort, Mannes Poel
Modality switching and performance in a thought and speech controlled computer game. ICMI (2011)
Danny Plass-Oude Bos, Boris Reuderink, Bram van de Laar, Hayrettin Gürkök, Christian Mühl, Mannes Poel, Dirk Heylen, Anton Nijholt
Human-Computer Interaction for BCI Games: Usability and User Experience. CW (2010)
Hayrettin Gürkök, Mannes Poel, Job Zwiers
Classifying motor imagery in presence of speech. IJCNN (2010)
Majid Bahrepour, Nirvana Meratnia, Mannes Poel, Zahra Taghikhaki, Paul J. M. Havinga
Distributed Event Detection in Wireless Sensor Networks for Disaster Management. INCoS (2010)
Marijn van Vliet, Christian Mühl, Boris Reuderink, Mannes Poel
Guessing What's on Your Mind: Using the N400 in Brain Computer Interfaces. Brain Informatics (2010)
Christian Mühl, Hayrettin Gürkök, Danny Plass-Oude Bos, Marieke E. Thurlings, Lasse Scherffig, Matthieu Duvinage, Alexandra A. Elbakyan, Sungwook Kang, Mannes Poel, Dirk Heylen
Bacteria Hunt. J. Multimodal User Interfaces 4 (1) (2010)
Hua Zhang, Duanduan Liu, Mannes Poel, Anton Nijholt
Face Alignment Using Boosting and Evolutionary Search. ACCV (2) (2009)
Boris Reuderink, Anton Nijholt, Mannes Poel
Affective Pacman: A Frustrating Game for Brain-Computer Interface Experiments. INTETAIN (2009)
Trung H. Bui, Mannes Poel, Anton Nijholt, Job Zwiers
A tractable hybrid DDN-POMDP approach to affective dialogue modeling for probabilistic frame-based dialogue systems. Nat. Lang. Eng. 15 (2) (2009)
Mannes Poel, Dirk Heylen, Anton Nijholt, M. Meulemans, Albert J. N. van Breemen
Gaze behaviour, believability, likability and the iCat. AI Soc. 24 (1) (2009)
Boris Reuderink, Mannes Poel, Khiet P. Truong, Ronald Poppe, Maja Pantic
Decision-Level Fusion for Audio-Visual Laughter Detection. MLMI (2008)
Dirk Heylen, Mannes Poel, Anton Nijholt
Using the iCat as Avatar in Remote Meetings. COST 2102 School (Vietri) (2008)
Mannes Poel, Ronald Poppe, Anton Nijholt
Meeting behavior detection in smart environments: Nonverbal cues that help to obtain natural interaction. FG (2008)
Ronald Poppe, Mannes Poel
Body-Part Templates for Recovery of 2D Human Poses under Occlusion. AMDO (2008)
Ronald Poppe, Mannes Poel
Discriminative human action recognition using pairwise CSP classifiers. FG (2008)
Dirk Heylen, Anton Nijholt, Mannes Poel
Generating Nonverbal Signals for a Sensitive Artificial Listener. COST 2102 Workshop (Vietri) (2007)
Mannes Poel, Luite Stegeman, Rieks op den Akker
A Support Vector Machine Approach to Dutch Part-of-Speech Tagging. IDA (2007)
Mannes Poel, Taco Ekkel
Analyzing Infant Cries Using a Committee of Neural Networks in Order to Detect Hypoxia Related Disorder. Int. J. Artif. Intell. Tools 15 (3) (2006)
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
Audio-Visual Processing in Meetings: Seven Questions and Current AMI Answers. MLMI (2006)
Ronald Poppe, Mannes Poel
Comparison of Silhouette Shape Descriptors for Example-based Human Pose Recovery. FGR (2006)
Mannes Poel, Job Zwiers, Anton Nijholt, Rudy Jong, Edward Krooman
Drawings as Input for Handheld Game Computers. INTETAIN (2005)
Ronald Poppe, Dirk Heylen, Anton Nijholt, Mannes Poel
Towards real-time Body Pose Estimation for Presenters in Meeting Environments. WSCG (Short Papers) (2005)
Trung H. Bui, Job Zwiers, Anton Nijholt, Mannes Poel
Generic Dialogue Modeling for Multi-application Dialogue Systems. MLMI (2005)
Gertjan J. Burghouts, Dirk Heylen, Mannes Poel, Rieks op den Akker, Anton Nijholt
An Action Selection Architecture for an Emotional Agent. FLAIRS Conference (2003)
The Duy Bui, Mannes Poel, Dirk Heylen, Anton Nijholt
Automatic Face Morphing for Transferring Facial Animation. Computer Graphics and Imaging (2003)
The Duy Bui, Dirk Heylen, Mannes Poel, Anton Nijholt
Exporting Vector Muscles for Facial Animation. Smart Graphics (2003)
The Duy Bui, Dirk Heylen, Mannes Poel, Anton Nijholt
ParleE: An Adaptive Plan Based Event Appraisal Model of Emotions. KI (2002)
The Duy Bui, Dirk Heylen, Mannes Poel, Anton Nijholt
Generation of Facial Expressions from Emotion Using a Fuzzy Rule Based System. Australian Joint Conference on Artificial Intelligence (2001)
Willem P. de Roever, Frank S. de Boer, Ulrich Hannemann, Jozef Hooman, Yassine Lakhnech, Mannes Poel, Job Zwiers
Basic Principles of a textbook on the compositional and noncompositional verification of concurrent programs. FBT (2000)
Wil Janssen, Mannes Poel, Job Zwiers
The Compositional Approach to Sequential Consistency and Lazy Caching. Distributed Comput. 12 (2-3) (1999)
Michiel Visser, Mannes Poel, Anton Nijholt
Classifying Visemes for Automatic Lipreading. TSD (1999)
Mannes Poel, Job Zwiers
Synchronizing Clocked Transition Systems. FTRTFT (1998)
David A. van Leeuwen, Peter Wittenburg, Mannes Poel
Appropriate Context Association and Learning Parameters for Word Spotting with Partially Recurrent Neural Networks. SNN Symposium on Neural Networks (1995)
Frank R. Wiersma, Mannes Poel, Sandra M. Oudshoff
The BB Neural Network Rule Extraction Method. SNN Symposium on Neural Networks (1995)
Wil Janssen, Mannes Poel, Qiwen Xu, Job Zwiers
Layering of Real-Time Distributed Processes. FTRTFT (1994)
Maarten M. Fokkinga, Mannes Poel, Job Zwiers
Modular Completeness for Communication Closed Layers. CONCUR (1993)
Wil Janssen, Mannes Poel, Klaas Sikkel, Job Zwiers
The Primordial Soup Algorithm: A Systematic Approach to the Specification of Parallel Parsers. COLING (1992)
Mannes Poel, Job Zwiers
Layering Techniques for Development of Parallel Systems. CAV (1992)
Wil Janssen, Mannes Poel, Job Zwiers
Action Systems and Action Refinement in the Development of Parallel Systems - An Algebraic Approach. CONCUR (1991)