M. Poel

发表

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

Mannes Poel, Job Zwiers, Wil Janssen, 1991, CONCUR.

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

Mannes Poel, Hayrettin Gürkök, Gido Hakvoort, 2011, ICEC.

Classifying Visemes for Automatic Lipreading

Anton Nijholt, Mannes Poel, Michiel Visser, 1999, TSD.

Valence, arousal and dominance in the EEG during game play

Christian Mühl, Boris Reuderink, Mannes Poel, 2013, Int. J. Auton. Adapt. Commun. Syst..

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

Mannes Poel, Taco Ekkel, M. Poel, 2006, Int. J. Artif. Intell. Tools.

Gaze behaviour, believability, likability and the iCat

Dirk Heylen, Anton Nijholt, Mannes Poel, 2009, AI & SOCIETY.

Interactive Collaborative Information Systems (ICIS)

Anton Nijholt, Maja Pantic, Mannes Poel, 2005 .

Effortless Passive BCIs for Healthy Users

Dirk Heylen, Mannes Poel, Anne-Marie Brouwer, 2013, HCI.

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

Dirk Heylen, Anton Nijholt, Mannes Poel, 2005, WSCG.

The Impact of Loss of Control on Movement BCIs

A. Nijholt, M. Poel, B. Reuderink, 2011, IEEE Transactions on Neural Systems and Rehabilitation Engineering.

Embodied agents in virtual environments: The Aveiro project

Dirk Heylen, Antinus Nijholt, Mannes Poel, 2001 .

A Reinforcement Learning Agent for Minutiae Extraction from Fingerprints

Mannes Poel, Sabih H. Gerez, Asker M. Bazen, 2001 .

Generic Dialogue Modeling for Multi-application Dialogue Systems

Anton Nijholt, Mannes Poel, Job Zwiers, 2005, MLMI.

Perceived Mental Workload Classification Using Intermediate Fusion Multimodal Deep Learning

B. Veldkamp, M. Poel, Tenzing C. Dolmans, 2021, Frontiers in Human Neuroscience.

Facial and Bodily Expressions for Control and Adaptation of Games CTIT P ROCEEDINGS OF THE W ORKSHOP ON F ACIAL AND B ODILY E XPRESSIONS FOR C ONTROL AND A DAPTATION OF G AMES

N. Magnenat-Thalmann, M. Ishizuka, M. Poel, 2008 .

Motion Planning in a Robot Soccer System Werner Dirk Jan Dierssen

M. Poel, A. Schoute, 2003 .

Speaker Prediction based on Head Orientations An Evaluation of Machine Learning and Human Performance

M. Poel, R. Poppe, 2005 .

Living with a robot pet : context-based interpretation of social touch in human-robot interaction

Merel M. Jung, D. Heylen, M. Poel, 2018 .

The effects of light , priming and positive reinforcement on cognitive performance

A. Sburlea, M. Poel, 2012 .

Proceedings NeuroIS Retreat 2019

A. Brouwer, M. Poel, J. V. Erp, 2021 .

Interactional behavior coordination in human computer interaction

Maja Pantic, Mannes Poel, A. Nijholt, 2010 .

Interactive Collaborative Information Systems (ICIS) (Bsik-project)

Anton Nijholt, Maja Pantic, Mannes Poel, 2005 .

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

Catharina G. M. Groothuis-Oudshoorn, Mannes Poel, Hermie Hermens, 2018, Int. J. Medical Informatics.

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

P. Mork, M. Poel, Kerstin Bach, 2022, BMC Medical Informatics and Decision Making.

Towards Autonomous Pipeline Inspection with Hierarchical Reinforcement Learning

S. Stramigioli, M. Poel, E. Dertien, 2021, RiTA.

Unsupervised Representation Learning in Deep Reinforcement Learning: A Review

M. Poel, N. Botteghi, C. Brune, 2022, ArXiv.

Rapidly Adapting Game AI

Maja Pantic, Mannes Poel, Pieter Spronck, 2008 .

Interpersonal EEG Synchrony While Listening to a Story Recorded Using Consumer-Grade EEG Devices

A. Brouwer, M. Poel, J. V. Erp, 2019, Information Systems and Neuroscience.

A tractable DDN-POMDP Approach to Affective Dialogue Modeling for General Probabilistic Frame-based Dialogue Systems

Anton Nijholt, Mannes Poel, Trung Bui, 2007 .

Evaluating multi-paradigm BCI interaction

Dirk Heylen, Christian Mühl, Mannes Poel, 2010 .

Dirk Heylen, Christian Mühl, Mannes Poel, 2010, Journal on Multimodal User Interfaces.

Bacteria Hunt: A multimodal, multiparadigm BCI game

Dirk Heylen, Mannes Poel, Hayrettin Gürkök, 2010 .

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

Dirk Heylen, Anton Nijholt, Christian Mühl, 2010, 2010 International Conference on Cyberworlds.

Brain-Computer Interfacing and Games

Dirk Heylen, Anton Nijholt, Christian Mühl, 2010, Brain-Computer Interfaces.

Layering of Real-Time Distributed Processes

Mannes Poel, Job Zwiers, Wil Janssen, 1994, FTRTFT.

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

Dirk Heylen, Anton Nijholt, Mannes Poel, 2001, Australian Joint Conference on Artificial Intelligence.

Online decoding of object‐based attention using real‐time fMRI

Mannes Poel, Peter Desain, Stefan Klanke, 2014, The European journal of neuroscience.

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

Anton Nijholt, Mannes Poel, Hayrettin Gürkök, 2013, Entertain. Comput..

Brain-Computer Interface Games: Towards a Framework

Anton Nijholt, Mannes Poel, Hayrettin Gürkök, 2012, ICEC.

Investigation on factors limiting the performance of deep sleep classication

Mannes Poel, Femke Nijboer, Pedro Miguel Fonseca, 2014 .

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

Stefano Stramigioli, Mannes Poel, Beril Sirmacek, 2020, ArXiv.

Affective Dialogue Management Using Factored POMDPs

Anton Nijholt, Mannes Poel, Job Zwiers, 2010, Interactive Collaborative Information Systems.

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

Anton Nijholt, Mannes Poel, Job Zwiers, 2008, Natural Language Engineering.

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

Rieks op den Akker, Mannes Poel, Luite Stegeman, 2007, IDA.

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

M. Poel, Nattapong Thammasan, Luciënne A. de With, 2022, Frontiers in Computer Science.

Kessel Run - A Cooperative Multiplayer SSVEP BCI Game

Anton Nijholt, Hugo Ferreira, Mannes Poel, 2017, INTETAIN.

Immersion and aect in a brain-computer interface game

Anton Nijholt, Mannes Poel, Hayrettin Gürkök, 2011 .

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

Mannes Poel, Giulio Tononi, Mustafa Radha, 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

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

Dirk Heylen, Mannes Poel, Dennis Reidsma, 2017, Front. ICT.

Automatic recognition of touch gestures in the corpus of social touch

Dirk Heylen, Mannes Poel, Ronald Poppe, 2016, Journal on Multimodal User Interfaces.

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

Dirk Heylen, Mannes Poel, Ronald Poppe, 2014, ICMI.

Exporting Vector Muscles for Facial Animation

Dirk Heylen, Anton Nijholt, Mannes Poel, 2003, Smart Graphics.

An ensemble of autonomous auto-encoders for human activity recognition

André Carlos Ponce de Leon Ferreira de Carvalho, Mannes Poel, Joost N. Kok, 2021, Neurocomputing.

Looking around with your brain in a virtual world

Hüseyin Gürüler, Ayhan Istanbullu, Boris Reuderink, 2011, CCMB.

Analysing Facial Affect Displays using the Component Process Model

Dirk Heylen, Anton Nijholt, Rieks op den Akker, 2005 .

Benelearn 2005 : Annual Machine Learning Conference of Belgium and the Netherlands. CTIT Proceedings of the 14th annual Machine Learning Conference of Belgium and the Netherlands

M. V. Otterlo, M. Poel, A. Nijholt, 2005 .

Meeting the Expectations from Brain-Computer Interfaces

Anton Nijholt, Mannes Poel, Hayrettin Gürkök, 2017, CIE.

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

Mannes Poel, Hayrettin Gürkök, Gido Hakvoort, 2011, ICMI '11.

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

Anton Nijholt, Mannes Poel, Hayrettin Gürkök, 2011, Advances in Computer Entertainment Technology.

Classifying motor imagery in presence of speech

Mannes Poel, Hayrettin Gürkök, Job Zwiers, 2010, The 2010 International Joint Conference on Neural Networks (IJCNN).

Online Clustering for Novelty Detection and Concept Drift in Data Streams

Mannes Poel, Joost N. Kok, André C. P. L. F. de Carvalho, 2019, EPIA.

Simulation of emotions of agents in virtual environments using neural networks

Anton Nijholt, Mannes Poel, H.J.A. op den Akker, 2000 .

ParleE: An Adaptive Plan Based Event Appraisal Model of Emotions

Dirk Heylen, Anton Nijholt, Mannes Poel, 2002, KI.

On combining the facial movements of a talking head

Dirk Heylen, Anton Nijholt, Lucas P. J. J. Noldus, 2005 .

Comparison of silhouette shape descriptors for example-based human pose recovery

Mannes Poel, Ronald Poppe, M. Poel, 2006, 7th International Conference on Automatic Face and Gesture Recognition (FGR06).

Concurrency Verification: Introduction to Compositional and Noncompositional Methods

Jozef Hooman, Frank S. de Boer, Willem P. de Roever, 2001, Cambridge Tracts in Theoretical Computer Science.

Experiencing BCI Control in a Popular Computer Game

Anton Nijholt, Mannes Poel, Hayrettin Gürkök, 2013, IEEE Transactions on Computational Intelligence and AI in Games.

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

Anton Nijholt, Mannes Poel, Ronald Poppe, 2008, 2008 8th IEEE International Conference on Automatic Face & Gesture Recognition.

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

Anton Nijholt, Boris Reuderink, Mannes Poel, 2013, IEEE Transactions on Cybernetics.

How much control is enough? Optimizing fun with unreliable input

Anton Nijholt, Boris Reuderink, Mannes Poel, 2011 .

Opening the Black Box of Electronic Health: Collecting, Analyzing, and Interpreting Log Data

Floor Sieverink, Mannes Poel, Lisette van Gemert-Pijnen, 2017, JMIR research protocols.

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

Jason Farquhar, Anton Nijholt, Boris Reuderink, 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

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

Anton Nijholt, Boris Reuderink, Mannes Poel, 2009, INTETAIN.

Touch Challenge '15: Recognizing Social Touch Gestures

Karon E. MacLean, Mannes Poel, Laura Cang, 2015, ICMI.

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

Anton Nijholt, Mannes Poel, Bram van de Laar, 2015, Interact. Comput..

An Action Selection Architecture for an Emotional Agent

Dirk Heylen, Anton Nijholt, Rieks op den Akker, 2003, FLAIRS.

Emotion based Agent Architectures for Tutoring Systems: The INES Architecture

Dirk Heylen, Anton Nijholt, Mannes Poel, 2004 .

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

Jos van Hillegersberg, Mannes Poel, Dallas Thornton, 2016, Int. J. Account. Inf. Syst..

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

Mannes Poel, Nattapong Thammasan, Max W. J. Slutter, 2021, Frontiers in Computer Science.

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

Catharina G. M. Groothuis-Oudshoorn, Mannes Poel, Hermie Hermens, 2020, HEALTHINF.

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

P. Mork, M. Poel, Kerstin Bach, 2022, BMC Medical Informatics and Decision Making.

The Dutch AIBO Team 2004

Arnoud Visser, Mannes Poel, Marco Wiering, 2004 .

Adaptive Lower Limb Pattern Recognition for Multi-Day Control

M. Poel, J. Buurke, E. Prinsen, 2022, Sensors.

Measuring Immersion and Affect in a Brain-Computer Interface Game

Mannes Poel, Hayrettin Gürkök, Gido Hakvoort, 2011, INTERACT.

REINFORCEMENT LEARNING HELPS SLAM: LEARNING TO BUILD MAPS

Mannes Poel, B. Sirmacek, Nicolò Botteghi, 2020 .

Learning emotions in virtual environments

Anton Nijholt, Mannes Poel, H.J.A. op den Akker, 2002 .

Perception and Manipulation of Game Control

Anton Nijholt, Boris Reuderink, Mannes Poel, 2014, INTETAIN.

Improving BCI performance after classification

Boris Reuderink, Mannes Poel, Hayrettin Gürkök, 2012, ICMI '12.

A Neural Network Based Dutch Part of Speech Tagger

Mannes Poel, H.J.A. op den Akker, E. Boschman, 2008 .

TOWARDS CONTINUOUS CONTROL FOR MOBILE ROBOT NAVIGATION: A REINFORCEMENT LEARNING AND SLAM BASED APPROACH

Stefano Stramigioli, Mannes Poel, K. A. A. Mustafa, 2019, The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences.

Distributed Event Detection in Wireless Sensor Networks for Disaster Management

Zahra Taghikhaki, Nirvana Meratnia, Paul J. M. Havinga, 2010, 2010 International Conference on Intelligent Networking and Collaborative Systems.

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

M. Poel, Federico Califano, N. Botteghi, 2023, ArXiv.

A Neural Network Based Approach to Social Touch Classification

Mannes Poel, Merel M. Jung, Tobias J. Uebbing, 2014, ERM4HCI '14.

atot Agent rt Encoder φe s̄t Latent State ActionRewardObservation Decoder δd Latent policy π̄ āt Environment Latent Action

M. Poel, 2021 .

Low Dimensional State Representation Learning with Reward-shaped Priors

S. Stramigioli, M. Poel, B. Sirmaçek, 2020, 2020 25th International Conference on Pattern Recognition (ICPR).

UvA-DARE ( Digital Academic Repository ) Creating a bird-eye view map using an omnidirectional camera

Mannes Poel, G.H.W. Hondorp, M. Poel, 2008 .

Generating Nonverbal Signals for a Sensitive Artificial Listener

Dirk Heylen, Anton Nijholt, Mannes Poel, 2007, COST 2102 Workshop.

BrainBrush, a Multimodal Application for Creative Expressivity

Anton Nijholt, Mannes Poel, Ivo Brugman, 2013, ACHI 2013.

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

Mannes Poel, Jan B. F. van Erp, Anne-Marie Brouwer, 2019, 2019 8th International Conference on Affective Computing and Intelligent Interaction (ACII).

Multi-Brain BCI: Characteristics and Social Interactions

Anton Nijholt, Mannes Poel, A. Nijholt, 2016, HCI.

Looking around with your brain in a virtual world

Bram van de Laar, Ali Bahramisharif, L. Tonin, 2011, 2011 IEEE Symposium on Computational Intelligence, Cognitive Algorithms, Mind, and Brain (CCMB).

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

M. Poel, C. Mühl, M. V. Vliet, 2010, Brain Informatics.

Actual and Imagined Movement in BCI Gaming

Dirk Heylen, Boris Reuderink, Bram van de Laar, 2009 .

Robustness of the Common Spatial Patterns algorithm in the BCI-pipeline

Boris Reuderink, Mannes Poel, M. Poel, 2008 .

Opening the Black Box of Electronic Health: Collecting, Analyzing, and Interpreting Log Data

M. Poel, S. Kelders, L. V. van Gemert-Pijnen, 2017, JMIR research protocols.

Using the iCat as Avatar in Remote Meetings

Dirk Heylen, Anton Nijholt, Mannes Poel, 2009, COST 2102 School.

Unsupervised Representation Learning in Deep Reinforcement Learning: A Review

M. Poel, N. Botteghi, C. Brune, 2022, ArXiv.

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

Mannes Poel, Beril Sirmacek, Nicolo Botteghi, 2021, ArXiv.

CURIOSITY-DRIVEN REINFORCEMENT LEARNING AGENT FOR MAPPING UNKNOWN INDOOR ENVIRONMENTS

M. Poel, B. Sirmaçek, N. Botteghi, 2021, ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences.

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

Anton Nijholt, Mannes Poel, Stephen H. Fairclough, 2012, ICMI '12.

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

Mannes Poel, Nina Rudigkeit, Bert-Jan F. van Beijnum, 2019, Sensors.

Online decoding of object‐based attention using real‐time fMRI

Stefan Klanke, P. Desain, M. Poel, 2014, The European journal of neuroscience.

Augmented trading - From news articles to stock price predictions using syntactic analysis

A. H. van Bunningen, M. V. Otterlo, M. Poel, 2004 .

Verifying sequentially consistent memory

Amir Pnueli, Bengt Jonsson, Mannes Poel, 1994 .

Layering Techniques for Development of Parallel Systems

Mannes Poel, Job Zwiers, M. Poel, 1992, CAV.

Decision-Level Fusion for Audio-Visual Laughter Detection

Maja Pantic, Boris Reuderink, Mannes Poel, 2008, MLMI.

The BB Neural Network Rule Extraction Method

A. M. Oudshoff, M. Poel, F. R. Wiersma, 1995, SNN Symposium on Neural Networks.

Toward Affective Dialogue Modeling using Partially Observable Markov Decision Processes

Anton Nijholt, Mannes Poel, Trung Bui, 2006 .

A POMDP approach to Affective Dialogue Modeling

Anton Nijholt, Mannes Poel, Trung Bui, 2007 .

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

Stefano Stramigioli, Mannes Poel, Beril Sirmacek, 2021, 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

Guessing what ' s on your mind : Using the N 400 in Brain Computer Interfaces

Christian Mühl, Boris Reuderink, Mannes Poel, 2010 .

Face Alignment Using Boosting and Evolutionary Search

Anton Nijholt, Mannes Poel, Hua Zhang, 2009, ACCV.