Measuring the Engagement of the Learner in a Controlled Environment Using Three Different Biosensors

El-Abbasy, K., Angelopoulou, A. and Towell, A. 2018. Measuring the Engagement of the Learner in a Controlled Environment Using Three Different Biosensors. 10th International Conference on Computer Supported Education. Madeira, Portugal 15 - 17 Mar 2018 SCITEPRESS. https://doi.org/10.5220/0006788202780284

TitleMeasuring the Engagement of the Learner in a Controlled Environment Using Three Different Biosensors
AuthorsEl-Abbasy, K., Angelopoulou, A. and Towell, A.
TypeConference paper
Abstract

Irrespective of the educational model, the major challenge is how to achieve maximum efficiency of the education process and keep learners engaged during learning. This paper investigates the relationship between emotions and engagement in the E-learning environment, and how recognizing the learners emotions and changing the content delivery accordingly can affect the efficiency of the E-learning process. The proposed experiment aims to identify ways to increase the engagement of the learners, hence, enhance the efficiency of the learning process and the quality of learning. A controlled experiment was conducted to investigate participants emotions using bio sensors such as eye tracker, EEG, and camera to capture facial images in different emotional states. One-way analysis of variance (ANOVA) test and t-Test was carried out to compare the performance of the three groups and show if there was an effect of using the Affective E-learning system to improve the learners performance. Our findings support the conclusion that using bio sensors as a quantitative research tool to investigate human behaviours and measure emotions in real time can significantly enhance the efficiency of E-learning.

KeywordsComputer Applications
Education
E-learning
Affective computing
Year2018
Conference10th International Conference on Computer Supported Education
PublisherSCITEPRESS
Accepted author manuscript
Publication dates
Published12 Apr 2018
Journal citation2, pp. 278-284
Book titleProceedings of the 10th International Conference on Computer Supported Education - Volume 2: CSEDU
ISBN9789897582912
Digital Object Identifier (DOI)https://doi.org/10.5220/0006788202780284
Web address (URL)http://www.csedu.org/?y=2018

Related outputs

Editorial: Methods and protocols in Brain-Computer Interfaces
Anastasia Angelopoulou, Ines Chihi and Jude Hemanth 2024. Editorial: Methods and protocols in Brain-Computer Interfaces. Frontiers in Human Neuroscience. 18:1447973. https://doi.org/10.3389/fnhum.2024.1447973

Comparative Analysis of Micro/Minichannel Flow Boiling Pattern Recognition and Classification using a Combined CNN-Clustering Algorithms Approach
Mohammad Harris, Anastasia Angelopoulou, Hongwei Wu and Wenbin Zhang 2024. Comparative Analysis of Micro/Minichannel Flow Boiling Pattern Recognition and Classification using a Combined CNN-Clustering Algorithms Approach. IEEE 14th International Conference on Pattern Recognition Systems (ICPRS). London, United Kingdom 15 - 18 Jul 2024 IEEE . https://doi.org/10.1109/ICPRS62101.2024.10677840

Heat Transfer Optimisation using Novel Biomorphic Pin-Fin Heat Sinks: An Integrated Approach via Design for Manufacturing, Numerical Simulation, and Machine Learning
Mohammad Harris, Hongwei Wu, Angelopoulou, A., Wenbin Zhang, Zhuohuan Hu and Yongqi Xie 2024. Heat Transfer Optimisation using Novel Biomorphic Pin-Fin Heat Sinks: An Integrated Approach via Design for Manufacturing, Numerical Simulation, and Machine Learning. Thermal Science and Engineering Progress. 51 102606. https://doi.org/10.1016/j.tsep.2024.102606

Editorial: Women in AI medicine and public health 2022
Lin-Ching Chang and Anastasia Angelopoulou 2023. Editorial: Women in AI medicine and public health 2022. Frontiers in Big Data. 6 1303367. https://doi.org/10.3389/fdata.2023.1303367

A transfer learning-based system for grading breast invasive ductal carcinoma
Radhakrishnan Sujatha, Jyotir Moy Chatterjee, Angelopoulou, A., Kapetanios, E., Parvathaneni Naga Srinivasu and Duraisamy Jude Hemanth 2023. A transfer learning-based system for grading breast invasive ductal carcinoma. IET Image Processing. 17 (7), pp. 1979-1990. https://doi.org/10.1049/ipr2.12660

An End-to-End Automated License Plate Recognition System Using YOLO Based Vehicle and License Plate Detection with Vehicle Classification
Al Batat, R., Angelopoulou, A., Premkumar, S., Hemanth, J. and Kapetanios, D.E. 2022. An End-to-End Automated License Plate Recognition System Using YOLO Based Vehicle and License Plate Detection with Vehicle Classification. Sensors. 22 9477. https://doi.org/10.3390/s22239477

Editorial: Explanation in Human-AI Systems
Kapetanios, D.E., Angelopoulou, A., Smith, D.H., Steuber, V., Woll, B. and Zeller, F. 2022. Editorial: Explanation in Human-AI Systems. Frontiers in Artificial Intelligence. 5 1048568. https://doi.org/10.3389/frai.2022.1048568

Overview of Recent Trends in Microchannels for Heat Transfer and Thermal Management Applications
Mohammad Harris, Hongwei Wu, Wenbin Zhang and Angelopoulou, A. 2022. Overview of Recent Trends in Microchannels for Heat Transfer and Thermal Management Applications. Chemical Engineering and Processing - Process Intensification. 181 109155. https://doi.org/10.1016/j.cep.2022.109155

Classification of Uterine Fibroids in Ultrasound Images Using Deep Learning Model
Dilna, K.T., Anitha, J., Angelopoulou, A., Chaussalet, T.J., Kapetanios, D.E. and Jude Hemanth, D. 2022. Classification of Uterine Fibroids in Ultrasound Images Using Deep Learning Model. International Conference on Computational Science ICCS 2022. London, UK 21 - 23 Jun 2022 Springer. https://doi.org/10.1007/978-3-031-08757-8_5

Super-Resolution Convolutional Network for Image Quality Enhancement in Remote Photoplethysmography based Heart Rate Estimation
Smera Premkumar, K., Angelopoulou, A., Chaussalet, T.J., Kapetanios, D.E. and Jude Hemanth, D. 2022. Super-Resolution Convolutional Network for Image Quality Enhancement in Remote Photoplethysmography based Heart Rate Estimation. International Conference on Computational Science ICCS 2022. London, UK 21 - 23 Jun 2022 Springer. https://doi.org/10.1007/978-3-031-08757-8_15

Transfer Learning based Natural Scene Classification for Scene Understanding by Intelligent Machines
Surendran, R., Anitha, J., Angelopoulou, A., Chaussalet, T.J., Kapetanios, D.E. and Jude Hemanth, D. 2022. Transfer Learning based Natural Scene Classification for Scene Understanding by Intelligent Machines. International Conference on Computational Science ICCS 2022. London, UK 21 - 23 Jun 2022 Springer. https://doi.org/10.1007/978-3-031-08754-7_6

Hybrid deep convolutional neural models for iris image recognition
Jenkin Winston, J., Hemmanth, J., Angelopoulou, A. and Kapetanios, E. 2022. Hybrid deep convolutional neural models for iris image recognition. Multimedia Tools and Applications. 81, pp. 9481-9503. https://doi.org/10.1007/s11042-021-11482-y

A Multi-modal Machine Learning Approach and Toolkit to Automate Recognition of Early Stages of Dementia among British Sign Language Users
Liang, X., Angelopoulou, A., Kapetanios, E., Woll, B. and Al Batat, R. 2021. A Multi-modal Machine Learning Approach and Toolkit to Automate Recognition of Early Stages of Dementia among British Sign Language Users. Adrien Bartoli and Andrea Fusiello (ed.) Sign Language Recognition, Translation & Production (SLRTP) Workshop, in conjunction with the ECCV 2020 Conference. Springer. https://doi.org/10.1007/978-3-030-66096-3_20

A Survey of Alzheimer’s Disease Early Diagnosis Methods for Cognitive Assessment
Fernández Montenegro, Juan Manuel, Villarini, B., Angelopoulou, A., Kapetanios, E., Garcia-Rodriguez, J. and Argyriou, Vasileios 2020. A Survey of Alzheimer’s Disease Early Diagnosis Methods for Cognitive Assessment. Sensors. 20 (24) e7292. https://doi.org/10.3390/s20247292

Exploring the Suitability of Semantic Spaces as Word Association Models for the Extraction of Semantic Relationships
Kapetanios, E., Sugumaran, V. and Angelopoulou, A. 2020. Exploring the Suitability of Semantic Spaces as Word Association Models for the Extraction of Semantic Relationships. arXiv:2004.14265. https://doi.org/arXiv:2004.14265

Machine Learning for Enhancing Dementia Screening in Ageing Deaf Signers of British Sign Language
Xing Liang, Bencie Woll, Kapetanios, E., Angelopoulou, A. and Reda Al batat 2020. Machine Learning for Enhancing Dementia Screening in Ageing Deaf Signers of British Sign Language. LREC 2020, 9th Workshop on the Representation and Processing of Sign Languages: Sign Language Resources in the Service of the Language Community, Technological Challenges and Application Perspectives. Marseille 11 - 16 May 2020 European Language Resources Association (ELRA).

Assessing the Effectiveness of Automated Emotion Recognition in Adults and Children for Clinical Investigation
Flynn, M., Effraimidis, D., Angelopoulou, A., Kapetanios, E., Williams, D., Hemanth, J. and Towell, T. 2020. Assessing the Effectiveness of Automated Emotion Recognition in Adults and Children for Clinical Investigation. Frontiers in Human Neuroscience. 14 70. https://doi.org/10.3389/fnhum.2020.00070

Feature Extraction Techniques for Human Emotion Identification from Face Images
M. Kalpana Chowdary, D.Jude Hemanth, Angelopoulou, A. and Kapetanios, E. 2019. Feature Extraction Techniques for Human Emotion Identification from Face Images. The 9th International Conference on Imaging for Crime Detection and Prevention. 16 - 18 Dec 2019 Institution of Engineering and Technology (IET). https://doi.org/10.1049/cp.2019.1173

Iris Image Recognition using Optimized Kohonen Self Organizing Neural Network
Jenkin Winston, J., Jude Hemanth, D., Angelopoulou, A. and Kapetanios, E. 2019. Iris Image Recognition using Optimized Kohonen Self Organizing Neural Network. The 9th International Conference on Imaging for Crime Detection and Prevention. 16 - 18 Dec 2019 Institution of Engineering and Technology (IET). https://doi.org/10.1049/cp.2019.1171

Real Time Hand Movement Trajectory Tracking for Enhancing Dementia Screening in Ageing Deaf Signers of British Sign Language
Liang, X., Kapetanios, D.E., Woll, B. and Angelopoulou, A. 2019. Real Time Hand Movement Trajectory Tracking for Enhancing Dementia Screening in Ageing Deaf Signers of British Sign Language. in: Machine Learning and Knowledge Extraction. CD-MAKE 2019 Springer.

Brain-Inspired Intelligent Systems for Daily Assistance
Angelopoulou, A., Garcia-Rodriguez, J., Kapetanios, D.E., Roth, P.M. and Revett, K. 2019. Brain-Inspired Intelligent Systems for Daily Assistance. Computational Intelligence and Neuroscience. 2019 7597839. https://doi.org/10.1155/2019/7597839

Complex Methods Applied to Data Analysis, Processing, and Visualisation
Garcia Rodriguez, J., Angelopoulou, A., David Tomas and Lewis, A. 2019. Complex Methods Applied to Data Analysis, Processing, and Visualisation. Complexity. 2019 9316123. https://doi.org/10.1155/2019/9316123

Evaluation of different chrominance models in the detection and reconstruction of faces and hands using the growing neural gas network
Angelopoulou, A., Garcia-Rodriguez, J., Orts Escolano, S., Kapetanios, D.E., Liang, X., Woll, B. and Psarrou, A. 2019. Evaluation of different chrominance models in the detection and reconstruction of faces and hands using the growing neural gas network. Pattern Analysis and Applications. 22 (4), p. 1667–1685. https://doi.org/10.1007/s10044-019-00819-x

A Reassessment of the Higher-Order Factor Structure of the German Schizotypal Personality Questionnaire (SPQ-G) in German-Speaking Adults
Barron, D., Voracek, M., Tran, U.S., Hui San Ong, Morgan, K.D., Towell, A. and Swami, V. 2018. A Reassessment of the Higher-Order Factor Structure of the German Schizotypal Personality Questionnaire (SPQ-G) in German-Speaking Adults. Psychiatry Research. 269, pp. 328-336. https://doi.org/10.1016/j.psychres.2018.08.070

The Relationship Between Schizotypal Facets and Conspiracist Beliefs via Cognitive Processes
Barron, D., Furnham, A., Weis, L., Morgan, K.D., Towell, A. and Swami, V. 2018. The Relationship Between Schizotypal Facets and Conspiracist Beliefs via Cognitive Processes. Psychiatry Research. 259, pp. 15-20. https://doi.org/10.1016/j.psychres.2017.10.001

Fast 2D/3D object representation with growing neural gas
Angelopoulou, A., Garcia-Rodriguez, J., Orts Escolano, S., Gupta, G. and Psarrou, A. 2018. Fast 2D/3D object representation with growing neural gas. Neural Computing and Applications. 29 (10), pp. 903-919. https://doi.org/10.1007/s00521-016-2579-y

Visual mismatch negativity to masked stimuli presented at very brief presentation rates
Flynn, M., Liasis, A, Gardner, M. and Towell, A. 2017. Visual mismatch negativity to masked stimuli presented at very brief presentation rates. Experimental Brain Research. 235 (2), pp. 555-563. https://doi.org/10.1007/s00221-016-4807-1

Performance Evaluation of a Statistical and a Neural Network Model for Nonrigid Shape-Based Registration
Angelopoulou, A., Psarrou, A., Garcia-Rodriguez, J. and Mentzelopoulos, M. 2016. Performance Evaluation of a Statistical and a Neural Network Model for Nonrigid Shape-Based Registration. Sixth International Conference on Image Processing Theory, Tools and Applications (IPTA'16). Finland 12 - 15 Dec 2016 IEEE . https://doi.org/10.1109/IPTA.2016.7820990

Real time motion estimation using a neural architecture implemented on GPUs
Garcia-Rodriguez, J., Orts Escolano, S., Angelopoulou, A., Psarrou, A., Azorin-Lopez, J. and Garcia-Chamizo, J.M. 2016. Real time motion estimation using a neural architecture implemented on GPUs. Journal of Real-Time Image Processing. 11 (4), pp. 731-749. https://doi.org/10.1007/s11554-014-0417-y

Editorial: Neural Processing Letters Special Issue on “Neural Networks for Vision and Robotics”
Garcia-Rodriguez, J., Psarrou, A., Lewis, A., Angelopoulou, A. and Cazorla, M. 2015. Editorial: Neural Processing Letters Special Issue on “Neural Networks for Vision and Robotics”. Neural Processing Letters. 43 (2), pp. 309-310. https://doi.org/10.1007/s11063-015-9435-4

Affective Computing to Enhance E-Learning in Segregated Societies
El-Abbasy, K., Angelopoulou, A. and Towell, A. 2015. Affective Computing to Enhance E-Learning in Segregated Societies. 2015 Imperial College Computing Student Workshop (ICCSW 2015). London 23 Sep 2015 OpenAccess Series in Informatics. https://doi.org/10.4230/OASIcs.ICCSW.2015.13

3D reconstruction of medical images from slices automatically landmarked with growing neural models
Angelopoulou, A., Psarrou, A., Garcia-Rodriguez, J., Orts-Escolano, S., Azorin-Lopez, J. and Revett, K. 2015. 3D reconstruction of medical images from slices automatically landmarked with growing neural models. Neurocomputing. 150 (A), pp. 16-25. https://doi.org/10.1016/j.neucom.2014.03.078

Pakistani children’s experiences of growing up with Beta-Thalassemia Major
Mufti, G.E.R., Towell, A. and Cartwright, T. 2015. Pakistani children’s experiences of growing up with Beta-Thalassemia Major. Qualitative Health Research. 25 (3), pp. 386-96. https://doi.org/10.1177/1049732314552663

Examination of the factor structure of the Schizotypal Personality Questionnaire (SPQ) among British and Trinidadian adults
Barron, D., Towell, A., Swami, V. and Morgan, K.D. 2015. Examination of the factor structure of the Schizotypal Personality Questionnaire (SPQ) among British and Trinidadian adults. BioMed Research International. 2015 258275. https://doi.org/10.1155/2015/258275

American skullcap (Scutellaria lateriflora): a randomised, double-blind placebo-controlled crossover study of its effects on mood in healthy volunteers
Brock, C., Whitehouse, J., Tewfik, I. and Towell, A. 2014. American skullcap (Scutellaria lateriflora): a randomised, double-blind placebo-controlled crossover study of its effects on mood in healthy volunteers. Phytotherapy Research. 28 (5), pp. 692-698. https://doi.org/10.1002/ptr.5044

Associations between schizotypy and belief in conspiracist ideation
Barron, D., Morgan, K.D., Towell, A., Altemeyer, B. and Swami, V. 2014. Associations between schizotypy and belief in conspiracist ideation. Personality and Individual Differences. 70, pp. 156-159. https://doi.org/10.1016/j.paid.2014.06.040

Identity issues surrounding American skullcap (Scutellaria lateriflora) and an optimised high performance liquid chromatography method to authenticate commercially available products
Brock, C., Whitehouse, J., Tewfik, I. and Towell, A. 2013. Identity issues surrounding American skullcap (Scutellaria lateriflora) and an optimised high performance liquid chromatography method to authenticate commercially available products. Journal of Herbal Medicine. 3 (2), pp. 57-64. https://doi.org/10.1016/j.hermed.2013.02.001

Model probability in self-organising maps
Angelopoulou, A., Psarrou, A., García-Rodríguez, J., Mentzelopoulos, M. and Gupta, G. 2013. Model probability in self-organising maps. Springer.

3D hand pose estimation with neural networks
Serra, J.A., Garcia-Rodriguez, J., Orts Escolano, S., Garcia-Chamizo, J.M., Angelopoulou, A., Psarrou, A., Mentzelopoulos, M., Montoyo-Bojo, J. and Domínguez, E. 2013. 3D hand pose estimation with neural networks. in: Advances in Computational Intelligence: 12th International Work-Conference on Artificial Neural Networks, IWANN 2013 Springer.

Football video annotation based on player motion recognition using enhanced entropy
Mentzelopoulos, M., Psarrou, A., Angelopoulou, A. and Garcia-Rodriguez, J. 2013. Football video annotation based on player motion recognition using enhanced entropy. in: Advances in Computational Intelligence: 12th International Work-Conference on Artificial Neural Networks, IWANN 2013 Springer.

Natural User Interfaces in Volume Visualisation using Microsoft Kinect
Angelopoulou, A., Garcia-Rodriguez, J., Psarrou, A., Mentzelopoulos, M., Reddy, B., Orts Escolano, S., Serra, J.A. and Lewis, A. 2013. Natural User Interfaces in Volume Visualisation using Microsoft Kinect. ICIAP 2013 International Workshops. Naples, Italy 09 Sep 2013 Springer. https://doi.org/10.1007/978-3-642-41190-8_2

Adaptive learning in motion analysis with self-organising maps
Angelopoulou, A., Garcia-Rodriguez, J., Psarrou, A., Gupta, G. and Mentzelopoulos, M. 2013. Adaptive learning in motion analysis with self-organising maps. International Joint Conference on Neural Networks (IJCNN). Dallas, TX 04 Aug 2013 IEEE . https://doi.org/10.1109/IJCNN.2013.6707135

A semi-parametric approach for football video annotation
Mentzelopoulos, M., Psarrou, A., Angelopoulou, A. and Garcia-Rodriguez, J. 2013. A semi-parametric approach for football video annotation. International Joint Conference on Neural Networks (IJCNN). Dallas, TX 04 Aug 2013 IEEE . https://doi.org/10.1109/IJCNN.2013.6706720

3D gesture recognition with growing neural gas
Sera-Perez, J.A., Garcia Rodriguez, J., Orts-Escolano, S., García-Chamizo, J.M., Montoyo-Bojo, J., Angelopoulou, A., Psarrou, A., Mentzelopoulos, M., Lewis, A. and Orts Escolano, S. 2013. 3D gesture recognition with growing neural gas. in: Proceedings of the International Joint Conference in Neural Networks, IJCNN 2013, 2-9 August 2013, Dallas, USA IEEE . pp. 3034-3041

Active foreground region extraction and tracking for sports video annotation
Mentzelopoulos, M., Psarrou, A., Angelopoulou, A. and Garcia-Rodriguez, J. 2013. Active foreground region extraction and tracking for sports video annotation. Neural Processing Letters. 37 (1), pp. 33-46. https://doi.org/10.1007/s11063-012-9267-4

The use of Scutellaria lateriflora: a pilot survey amongst herbal medicine practitioners
Brock, C., Whitehouse, J., Tewfik, I. and Towell, A. 2012. The use of Scutellaria lateriflora: a pilot survey amongst herbal medicine practitioners. Journal of Herbal Medicine. 2 (2), pp. 34-41. https://doi.org/10.1016/j.hermed.2012.04.005,

Respiratory and non-respiratory sinus arrhythmia: implications for heart rate variability
McMullen, M.K., Whitehouse, J., Towell, A. and Rhodes, G. 2012. Respiratory and non-respiratory sinus arrhythmia: implications for heart rate variability. Journal of Clinical Monitoring and Computing. 26 (1), pp. 21-28. https://doi.org/10.1007/s10877-011-9327-8

Caffeine in hot drinks elicits cephalic phase responses involving cardiac activity
McMullen, M.K., Whitehouse, J., Shine, G., Whitton, P.A. and Towell, A. 2012. Caffeine in hot drinks elicits cephalic phase responses involving cardiac activity. Food & Function. 3 (9), pp. 931-940. https://doi.org/10.1039/C2FO00002D

Region analysis through close contour transformation using growing neural gas
Gupta, G., Psarrou, A., Angelopoulou, A. and Garcia Rodriguez, J. 2012. Region analysis through close contour transformation using growing neural gas. in: WCCI 2012 IEEE World Congress on Computational Intelligence, IJCNN, Brisbane, Australia, 10-15 June 2012 IEEE . pp. 1-8

Image segmentation based on semi-greedy region merging
Gupta, G., Psarrou, A. and Angelopoulou, A. 2012. Image segmentation based on semi-greedy region merging. IET Image Processing Conference. University of Westminster 3th - 4th July 2012 Stevenage Institution of Engineering and Technology (IET). pp. 211-214 https://doi.org/10.1049/cp.2012.0431

Building visual surveillance systems with neural networks.
Garcia Rodriguez, J., Angelopoulou, A., Mora-Gimeno, F.J. and Psarrou, A. 2012. Building visual surveillance systems with neural networks. in: Elizondo, D.A., Solanas, A. and Martinez-Balleste, A. (ed.) Computational Intelligence for Privacy and Security Springer.

Mobile augmented reality for cultural heritage
Angelopoulou, A., Economou, D., Bouki, V., Psarrou, A., Jin, L., Pritchard, C. and Kolyda, F. 2012. Mobile augmented reality for cultural heritage. in: Mobile wireless middleware, operating systems and applications: 4th international ICST conference, Mobilware 2011. London, UK, June 2011. Revised selected papers. Springer.

Autonomous Growing Neural Gas for applications with time constraint: Optimal parameter estimation
García-Rodríguez, J., Angelopoulou, A., García-Chamizo, J.M., Psarrou, A., Orts Escolano, S. and Morell Giménez, V. 2012. Autonomous Growing Neural Gas for applications with time constraint: Optimal parameter estimation. Neural Networks. 32, pp. 196-208. https://doi.org/10.1016/j.neunet.2012.02.032

An unsupervised method for active region extraction in sports videos
Mentzelopoulos, M., Psarrou, A. and Angelopoulou, A. 2011. An unsupervised method for active region extraction in sports videos. in: Cabestany J., Rojas I. and Joya G. (ed.) Advances in Computational Intelligence. IWANN 2011. Lecture Notes in Computer Science, vol 6692 Springer. pp. 42-49

The immediate and short-term chemosensory impacts of coffee and caffeine on cardiovascular activity
McMullen, M.K., Whitehouse, J., Shine, G., Whitton, P.A., Towell, A. and Rhodes, G. 2011. The immediate and short-term chemosensory impacts of coffee and caffeine on cardiovascular activity. Food & Function. 2 (9), pp. 547-554. https://doi.org/10.1039/C1FO10102A

Habitual coffee and tea drinkers experienced increases in blood pressure after consuming low to moderate doses of caffeine; these increases were larger upright than in the supine posture
McMullen, M.K., Whitehouse, J., Rhodes, G. and Towell, A. 2011. Habitual coffee and tea drinkers experienced increases in blood pressure after consuming low to moderate doses of caffeine; these increases were larger upright than in the supine posture. Food & Function. 2 (3-4), pp. 197-203. https://doi.org/10.1039/c0fo00166j

Video and image processing with self-organizing neural networks
García-Rodríguez, J., Domínguez, E., Angelopoulou, A., Psarrou, A., Mora-Gimeno, F.J., Orts, S. and García-Chamizo, J.M. 2011. Video and image processing with self-organizing neural networks. Springer.

Fast image representation with GPU-based growing neural gas
Garcia-Rodriguez, J., Angelopoulou, A., Morell, V., Orts Escolano, S., Psarrou, A. and Garcia-Chamizo, J.M. 2011. Fast image representation with GPU-based growing neural gas. in: Cabestany, J., Rojas, I. and Joya, G. (ed.) Advances in Computational Intelligence: 11th International Work-Conference on Artificial Neural Networks, IWANN 2011, Torremolinos-Málaga, Spain, June 8-10, 2011, Proceedings, Part II Springer.

Fast Autonomous Growing Neural Gas
Garcia-Rodriguez, J., Angelopoulou, A., Orts Escolano, S., García-Chamizo, J.M., Psarrou, A. and Garcia Rodriguez, J. 2011. Fast Autonomous Growing Neural Gas. 2011 International Joint Conference on Neural Networks (IJCNN). San Jose, California July 31 - August 5, 2011 https://doi.org/10.1109/ijcnn.2011.6033293

"Cognitive theory of multimedia learning" and learning videos design: The "redundancy principle"
Bouki, V., Economou, D. and Angelopoulou, A. 2011. "Cognitive theory of multimedia learning" and learning videos design: The "redundancy principle". in: SIGDOC'11: proceedings of the 29th ACM international conference on design of communication, October 3 - 5, 2011, Pisa, Italy ACM. pp. 271-278

A growing neural gas algorithm with applications in hand modelling and tracking
Angelopoulou, A., Psarrou, A. and García Rodríguez, J. 2011. A growing neural gas algorithm with applications in hand modelling and tracking. in: Cabestany, J., Rojas, I. and Joya, G. (ed.) Advances in Computational Intelligence: 11th International Work-Conference on Artificial Neural Networks, IWANN 2011, Torremolinos-Málaga, Spain, June 8-10, 2011, Proceedings, Part II Springer.

Object representation with self-organising networks
Angelopoulou, A., Psarrou, A. and García Rodríguez, J. 2011. Object representation with self-organising networks. in: Cabestany, J., Rojas, I. and Joya, G. (ed.) Advances in computational intelligence: 11th international work-conference on artificial neural networks, IWANN 2011, Torremolinos-Malaga, Spain, June 8-10, 2011 Springer. pp. 244-251

The Finometer can function as a standalone instrument in blood pressure variability studies and does not require support equipment to determine breathing frequency
McMullen, M.K., Whitehouse, J., Shine, G. and Towell, A. 2010. The Finometer can function as a standalone instrument in blood pressure variability studies and does not require support equipment to determine breathing frequency. Blood Pressure Monitoring. 15 (4), pp. 220-224. https://doi.org/10.1097/MBP.0b013e328339e198

American skullcap (Scutellaria lateriflora): an ancient remedy for today’s anxiety?
Brock, C., Whitehouse, J., Tewfik, I. and Towell, A. 2010. American skullcap (Scutellaria lateriflora): an ancient remedy for today’s anxiety? British Journal of Wellbeing. 1 (4), pp. 25-30.

Somatosensory discrimination: an intracranial event-related potential study of children with refractory epilepsy
Spackman, L., Towell, A. and Boyd, S. 2010. Somatosensory discrimination: an intracranial event-related potential study of children with refractory epilepsy. Brain Research. 1310, pp. 68-76. https://doi.org/10.1016/j.brainres.2009.10.072

Hand gesture modelling and tracking using a self-organising network
Angelopoulou, A., Garcia-Rodriguez, J., Psarrou, A. and Gupta, G. 2010. Hand gesture modelling and tracking using a self-organising network. The 2010 International Joint Conference on Neural Networks (IJCNN) . Barcelona 18 Jul 2010 IEEE . https://doi.org/10.1109/IJCNN.2010.5596288

GNG based surveillance system
Garcia Rodriguez, J., Angelopoulou, A., García-Chamizo, J.M. and Psarrou, A. 2010. GNG based surveillance system. in: 2010 International Joint Conference on Neural Networks (IJCNN), Barcelona, Spain, 18-23 July 2010 IEEE . pp. 1-8

Competence-based training and assessment by portfolio: the health psychology model
Elander, J., Towell, A. and Fox, P. 2010. Competence-based training and assessment by portfolio: the health psychology model. Psychology Learning and Teaching. 6 (2), pp. 73-79. https://doi.org/10.2304/plat.2007.6.2.73

Tracking gestures using a probabilistic self-organising network
Angelopoulou, A., Psarrou, A., Garcia Rodriguez, J. and Gupta, G. 2010. Tracking gestures using a probabilistic self-organising network. in: 2010 International Joint Conference on Neural Networks (IJCNN), Barcelona, Spain, 18-23 July 2010 IEEE . pp. 1-7

Can illusory deviant stimuli be used as attentional distractors to record vMMN in a passive three stimulus oddball paradigm?
Flynn, M., Liasis, A., Gardner, M., Boyd, S. and Towell, A. 2009. Can illusory deviant stimuli be used as attentional distractors to record vMMN in a passive three stimulus oddball paradigm? Experimental Brain Research. 197 (2), pp. 153-161. https://doi.org/10.1007/s00221-009-1901-7

Are there ethnic differences in positive body image among female British undergraduates?
Swami, V., Airs, N., Chouhan, B., Padilla Leon, M.A. and Towell, A. 2009. Are there ethnic differences in positive body image among female British undergraduates? European Psychologist. 14 (4), pp. 288-296. https://doi.org/10.1027/1016-9040.14.4.288

Generic colour image segmentation via multi-stage region merging
Gupta, G., Psarrou, A. and Angelopoulou, A. 2009. Generic colour image segmentation via multi-stage region merging. in: Proceedings of the 10th Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS '09) IEEE . pp. 185-188

A thematic analysis of childrens' experiences of living with thalassemia major in Pakistan
Mufti, G.E.R., Cartwright, T. and Towell, A. 2008. A thematic analysis of childrens' experiences of living with thalassemia major in Pakistan. Psychology & Health. 23 (S1), p. 189. https://doi.org/10.1080/08870440802299543

Active-GNG: model acquisition and tracking in cluttered backgrounds
Angelopoulou, A., Psarrou, A., Garcia Rodriguez, J. and Gupta, G. 2008. Active-GNG: model acquisition and tracking in cluttered backgrounds. in: VNBA '08: Proceeding of the 1st ACM workshop on vision networks for behavior analysis ACM. pp. 17-22

Effects of stimulus frequency and duration on the somatosensory mismatch negativity
Spackman, L., Boyd, S. and Towell, A. 2007. Effects of stimulus frequency and duration on the somatosensory mismatch negativity. Clinical Neurophysiology. 118 (5), p. e175. https://doi.org/10.1016/j.clinph.2006.07.291

Illness perceptions in depersonalization disorder: testing an illness attribution model
Baker Towell, D.M., Earle, M., Medford, N., Sierra, M., Towell, A. and David, A.S. 2007. Illness perceptions in depersonalization disorder: testing an illness attribution model. Clinical Psychology & Psychotherapy. 14 (2), pp. 105-116. https://doi.org/10.1002/cpp.518

Effects of stimulus frequency and duration on somatosensory discrimination responses
Spackman, L., Boyd, S. and Towell, A. 2007. Effects of stimulus frequency and duration on somatosensory discrimination responses. Experimental Brain Research. 177 (1), pp. 21-30. https://doi.org/10.1007/s00221-006-0650-0

Robust modelling and tracking of NonRigid objects using Active-GNG
Angelopoulou, A., Psarrou, A., Gupta, G. and Garcia Rodriguez, J. 2007. Robust modelling and tracking of NonRigid objects using Active-GNG. in: IEEE Workshop on Non-rigid Registration and Tracking through Learning, NRTL 2007, in conjunction with ICCV 2007, 14-21 October 2007, Rio de Janeiro Los Alamitos, USA IEEE . pp. 1-7

Nonparametric modelling and tracking with Active-GNG
Angelopoulou, A., Psarrou, A., Gupta, G. and Garcia Rodriguez, J. 2007. Nonparametric modelling and tracking with Active-GNG. in: Lew, M., Sebe, N., Huang, T.S. and Bakker, E.M. (ed.) Human-Computer Interaction: IEEE international workshop, HCI 2007, Rio de Janeiro, Brazil, October 20, 2007; proceedings Berlin Springer.

Identification and characterization of somatosensory off responses
Spackman, L., Boyd, S. and Towell, A. 2006. Identification and characterization of somatosensory off responses. Brain Research. 1114 (1), pp. 53-62. https://doi.org/10.1016/j.brainres.2005.12.135

FC38.3 Characterization of somatosensory discrimination responses using scalp and intracranial recordings
Spackman, L., Boyd, S. and Towell, A. 2006. FC38.3 Characterization of somatosensory discrimination responses using scalp and intracranial recordings. Clinical Neurophysiology. 117 (Supplement 1), p. 1. https://doi.org/10.1016/j.clinph.2006.06.128

P36.42 Identification of a pre-attentive visual discrimination response
Flynn, M., Liasis, A., Gardner, M. and Towell, A. 2006. P36.42 Identification of a pre-attentive visual discrimination response. Clinical Neurophysiology. 117 (Supplement 1), p. 194. https://doi.org/10.1016/j.clinph.2006.06.651

Monitoring visual function in children with syndromic craniosynostosis: a comparison of 3 methods
Liasis, A., Nischal, K.K., Walters, B., Thompson, D., Hardy, S., Towell, A., Dunaway, D., Jones, B., Evans, R. and Hayward, R. 2006. Monitoring visual function in children with syndromic craniosynostosis: a comparison of 3 methods. Archives of Ophthalmology. 124 (8), pp. 1119-1126.

Evidence for a neurophysiologic auditory deficit in children with benign epilepsy with centro-temporal spikes
Liasis, A., Bamiou, D.E., Boyd, S. and Towell, A. 2006. Evidence for a neurophysiologic auditory deficit in children with benign epilepsy with centro-temporal spikes. Journal of Neural Transmission. 113 (7), pp. 939-949. https://doi.org/10.1007/s00702-005-0357-6

Automatically building 2D statistical shapes using the topology preservation model GNG
Garcia Rodriguez, J., Angelopoulou, A., Psarrou, A. and Revett, K. 2006. Automatically building 2D statistical shapes using the topology preservation model GNG. in: Narayanan, P.J., Nayar, S.K. and Shum, H.Y. (ed.) Computer Vision ACCV 2006: 7th Asian Conference on Computer Vision, Hyderabad, India, January 13-16, 2006: Proceedings, Part I Springer.

Learning 2D hand shapes using the topology preservation model GNG
Angelopoulou, A., Rodríguez, J.G. and Psarrou, A. 2006. Learning 2D hand shapes using the topology preservation model GNG. in: Leonardis, A., Bischof, H. and Pinz, A. (ed.) Proceedings of the 9th IEEE European Conference on Computer Vision, ECCV 2006 Hamburg, Germany Springer. pp. 313-324

Growing neural gas (GNG): A soft competitive learning method for 2D hand modelling
García Rodríguez, J., Angelopoulou, A. and Psarrou, A. 2006. Growing neural gas (GNG): A soft competitive learning method for 2D hand modelling. IEICE Transactions on Information and Systems. E89-D (7), pp. 2124-2131. https://doi.org/10.1093/ietisy/e89-d.7.2124

Probablistic image-based characterisation of manuscript inks
Psarrou, A. and Angelopoulou, A. 2005. Probablistic image-based characterisation of manuscript inks. SPIE International Symposium on Optical Metrology. Munich, Germany 13-17 Jun 2005

Automatic landmarking of 2D medical shapes using the growing neural gas network
Angelopoulou, A., Psarrou, A., Rodríguez, J.G. and Revett, K. 2005. Automatic landmarking of 2D medical shapes using the growing neural gas network. in: Liu, Y., Jiang, T. and Zhang, C. (ed.) Computer Vision for Biomedical Image Applications: First International Workshop, CVBIA 2005, Beijing, China, October 21, 2005, Proceedings Berlin, Germany Springer.

Automatic landmark extraction from a class of hands using growing neural gas
Angelopoulou, A., Garcia Rodriguez, J. and Psarrou, A. 2005. Automatic landmark extraction from a class of hands using growing neural gas. in: Proceedings of the 9th IAPR Conference on Machine Vision Applications, MVA 2005 Tokyo, Japan IAPR MVA Conference Committee. pp. 168-171

Perceived control, locus of control and preparatory information: effects on the perception of an acute pain stimulus
Williams, D., Golding, J.F., Phillips, K. and Towell, A. 2004. Perceived control, locus of control and preparatory information: effects on the perception of an acute pain stimulus. Personality and Individual Differences. 36 (7), pp. 1681-1691. https://doi.org/10.1016/j.paid.2003.07.009

Delivering distance learning material via interactive television in the UK: a dynamic content-based inferface
Angelopoulou, A., Thomas, S., Konstantinou, V. and Psarrou, A. 2004. Delivering distance learning material via interactive television in the UK: a dynamic content-based inferface. 21st ICDE Conference on Open Learning and Distance Education. Hong Kong 18-21 Feb 2004

Evaluating statistical shape models for automatic landmark generation on a class of human hands
Angelopoulou, A. and Psarrou, A. 2004. Evaluating statistical shape models for automatic landmark generation on a class of human hands. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences. 34 (XXX).

diARTgnosis: study of European religious painting
Angelopoulou, A., Mantratzis, C., Psarrou, A. and Konstantinou, V. 2004. diARTgnosis: study of European religious painting. 2nd International Conference of Museology. Mytilene, Greece 28 Jun - 02 Jul 2004

Speech and non-speech processing in hemispherectomised children: an event-related potential study
Liasis, A., Boyd, S., Rivera-Gaxiola, M. and Towell, A. 2003. Speech and non-speech processing in hemispherectomised children: an event-related potential study. Cognitive Brain Research. 17 (3), pp. 665-673. https://doi.org/10.1016/S0926-6410(03)00190-3

The prevalence and predictors of psychological distress in men with prostate cancer who are seeking support
Balderson, N. and Towell, A. 2003. The prevalence and predictors of psychological distress in men with prostate cancer who are seeking support. British Journal of Health Psychology. 8 (2), pp. 125-134. https://doi.org/10.1348/135910703321649114

A preliminary investigation into quality of life, psychological distress and social competence in children with Cloacal Exstrophy
Baker Towell, D.M. and Towell, A. 2003. A preliminary investigation into quality of life, psychological distress and social competence in children with Cloacal Exstrophy. Journal of Urology. 169 (5), pp. 1850-1853. https://doi.org/10.1097/01.ju.0000062480.01456.34

A dynamic model for delivering distance learning material via interactive television
Angelopoulou, A., Thomas, S., Gallahan, P. and Psarrou, A. 2003. A dynamic model for delivering distance learning material via interactive television. Second International Conference on Multimedia and ICTs in Education. Badajoz, Spain 03-06 Dec 2003

Functional outcome following stroke in children
Towell, A., Gordon, A., Ganesan, V. and Kirkham, F. 2002. Functional outcome following stroke in children. Journal of Child Neurology. 17 (6), pp. 429-434.

The impostor phenomenon in British university students: relationships between self-esteem, mental health, parental rearing style and socioeconomic status
Sonnak, C. and Towell, A. 2001. The impostor phenomenon in British university students: relationships between self-esteem, mental health, parental rearing style and socioeconomic status. Personality and Individual Differences. 31 (6), pp. 863-874. https://doi.org/10.1016/S0191-8869(00)00184-7

Compliance and outcome in treatment-resistant anorexia and bulimia: a retrospective study
Baker Towell, D.M., Woodford, S., Reid, S., Rooney, B. and Towell, A. 2001. Compliance and outcome in treatment-resistant anorexia and bulimia: a retrospective study. British Journal of Clinical Psychology. 40 (2), pp. 189-195.

Intracranial identification of an electric frontal-cortex response to auditory stimulus change: a case study
Liasis, A., Towell, A., Alho, K. and Boyd, S. 2001. Intracranial identification of an electric frontal-cortex response to auditory stimulus change: a case study. Cognitive Brain Research. 11 (2), pp. 227-233. https://doi.org/10.1016/S0926-6410(00)00077-X

Auditory event-related potentials in the assessment of auditory processing disorders: a pilot study
Liasis, A., Bamiou, D.E., Campbell, P. and Towell, A. 2001. Auditory event-related potentials in the assessment of auditory processing disorders: a pilot study. Neuropediatrics. 34, pp. 23-29.

Does the pre-frontal cortex contribute to movement-related potentials? Recordings from subdural electrodes
Jahanshahi, M., Dirnberger, G., Liasis, A., Towell, A. and Boyd, S. 2001. Does the pre-frontal cortex contribute to movement-related potentials? Recordings from subdural electrodes. Neurocase. 7 (6), pp. 495-501. https://doi.org/10.1093/neucas/7.6.495

An extensible movie system interface for information-rich television
Angelopoulou, A., Psarrou, A. and Parapadakis, D. 2001. An extensible movie system interface for information-rich television. in: Graham, P., Maheswaran, M. and Eskicioglu, M.R. (ed.) Proceedings of the International Conference on Internet Computing, IC'2001, Las Vegas, Nevada, USA, June 25-28, 2001 USA CSREA Press.

Permalink - https://westminsterresearch.westminster.ac.uk/item/q3zz1/measuring-the-engagement-of-the-learner-in-a-controlled-environment-using-three-different-biosensors


Share this

Usage statistics

319 total views
178 total downloads
These values cover views and downloads from WestminsterResearch and are for the period from September 2nd 2018, when this repository was created.