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Computer Science

D-Index
31
Citations
3969
World Ranking
13691
National Ranking
270

Overview

Mannes Poel is affiliated with the University of Twente in the Netherlands. Their research primarily spans the fields of computer science, engineering, and medicine, with a focus on specialized subfields such as artificial intelligence, biomedical engineering, computer vision and pattern recognition, radiology, nuclear medicine and imaging, and cognitive neuroscience.

The scientist's main research topics involve reinforcement learning in robotics, anomaly detection techniques and applications, robotics and sensor-based localization, robotic path planning algorithms, EEG and brain-computer interfaces, optical imaging and spectroscopy techniques, and heart rate variability and autonomic control.

Frequent venues where Mannes Poel's work has been published include:

  • arXiv (Cornell University)
  • Frontiers in Computer Science
  • Neurocomputing
  • Frontiers in Human Neuroscience
  • BMC Medical Informatics and Decision Making

Frequent collaborators in their research include the following coauthors:

  • Nicolò Botteghi
  • Christoph Brüne
  • Beril Sırmaçek
  • Stefano Stramigioli
  • Nattapong Thammasan

Selected recent publications by Mannes Poel demonstrate a variety of research interests and interdisciplinary approaches:

  • An ensemble of autonomous auto-encoders for human activity recognition, 2021, Neurocomputing
  • Perceived Mental Workload Classification Using Intermediate Fusion Multimodal Deep Learning, 2021, Frontiers in Human Neuroscience
  • Exploratory application of machine learning methods on patient reported data in the development of supervised models for predicting outcomes, 2022, BMC Medical Informatics and Decision Making
  • On Reward Shaping for Mobile Robot Navigation: A Reinforcement Learning and SLAM Based Approach, 2020, arXiv (Cornell University)
  • Exploring the Brain Activity Related to Missing Penalty Kicks: An fNIRS Study, 2021, Frontiers in Computer Science

Best Publications

  • Concurrency Verification: Introduction to Compositional and Non-compositional Methods

    Willem-Paul de Roever;Frank de Boer;Ulrich Hanneman;Jozef Hooman

  • Brain-Computer Interfacing and Games

    Danny Plass-Oude Bos;Boris Reuderink;Bram van de Laar;Hayrettin Gürkök

  • Distributed Event Detection in Wireless Sensor Networks for Disaster Management

    Majid Bahrepour;Nirvana Meratnia;Mannes Poel;Zahra Taghikhaki

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

    Boris Reuderink;Christian Mühl;Mannes Poel

  • Experiencing BCI Control in a Popular Computer Game

    B. van de Laar;H. Gurkok;Danny Plass-Oude Bos;M. Poel

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

    Guido Cornelis van Capelleveen;Mannes Poel;Roland Mueller;Dallas Thornton;Dallas Thornton

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

    Wil Janssen;Mannes Poel;Job Zwiers

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

    Danny Plass-Oude Bos;Boris Reuderink;Bram van de Laar;Hayrettin Gurkok

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

    Floor Sieverink;Saskia Kelders;Saskia Kelders;Mannes Poel;Lisette van Gemert-Pijnen

  • Usability of three electroencephalogram headsets for brain-computer interfaces: a within subject comparison

    Femke Nijboer;Femke Nijboer;Bram van de Laar;Steven Gerritsen;Anton Nijholt

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

    Boris Reuderink;Anton Nijholt;Mannes Poel

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

    R. Poppe;M. Poel

  • Bacteria Hunt: Evaluating multi-paradigm BCI interaction

    Christian Mühl;Hayrettin Gürkök;Danny Plass-Oude Bos;Marieke E. Thurlings

  • 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

  • An Ensemble of Autonomous Auto-Encoders for Human Activity Recognition

    Kemilly Dearo Garcia;Claudio Frederico Pinho Rebelo de Sá;Mannes Poel;Thiago Carvalho

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

    B. Reuderink;Mannes Poel

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

    Dirk Heylen;Mannes Poel;Anton Nijholt

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

    Dirk Heylen;Mannes Poel;Anton Nijholt

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

    Wendeline Oude Nijeweme-d'Hollosy;Lex van Velsen;Mannes Poel;Catharina G.M. Groothuis-Oudshoorn

  • Bacteria Hunt: A multimodal, multiparadigm BCI game

    C. Mühl;Hayrettin Gürkök;D. Plass Oude Bos;M.E. Thurlings

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

    Boris Reuderink;Jason Farquhar;Mannes Poel;Anton Nijholt

Frequent Co-Authors

Anton Nijholt
Anton Nijholt University of Twente
Dirk Heylen
Dirk Heylen University of Twente
Stefano Stramigioli
Stefano Stramigioli University of Twente
André C. P. L. F. de Carvalho
André C. P. L. F. de Carvalho Universidade de São Paulo
Maja Pantic
Maja Pantic Imperial College London
Jan B. F. van Erp
Jan B. F. van Erp University of Twente
Daniel Gatica-Perez
Daniel Gatica-Perez Idiap Research Institute
Jean-Marc Odobez
Jean-Marc Odobez Idiap Research Institute
Hervé Bourlard
Hervé Bourlard Idiap Research Institute
Steve Renals
Steve Renals University of Edinburgh

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