Department Cognitive Science and Artificial Intelligence

  • Netherlands

Research Output 2007 2019

2019

A Multi-method Approach to Identify Engagement Predictors in Brand-related Instagram Pictures

Nanne, A., Antheunis, M., Postma, E., Wubben, S. & van Noort, G., 9 Feb 2019.

Research output: Contribution to conferencePaperOther research output

7 Downloads (Pure)

A Multi-Perspective View on Model-Based Exceptional Link Analysis on Complex Interaction Networks

Atzmueller, M. & Güven, Ç., 2019, (Unpublished).

Research output: Contribution to conferencePosterOther research output

File
Heterogeneous networks
Complex networks
Semantics

Analyzing and Interpreting Neural Networks for NLP: A Report on the First BlackboxNLP Workshop

Alishahi, A., Chrupala, G. & Linzen, T., 31 Jul 2019, In : Natural Language Engineering. 25, 4, p. 543-557

Research output: Contribution to journalArticleScientific

Applying Answer Set Programming for Knowledge-Based Link Prediction on Social Interaction Networks

Güven, Ç. & Atzmueller, M., 26 Jun 2019, In : Frontiers in Big Data.

Research output: Contribution to journalArticleScientificpeer-review

Students

Association of Amyloid and Tau With Cognition in Preclinical Alzheimer Disease: A Longitudinal Study

Hanseeuw, B. J., Betensky, R. A., Jacobs, H. I. L., Schultz, A. P., Sepulcre, J., Becker, J. A., Cosio, D. M. O., Farrell, M., Quiroz, Y. T., Mormino, E. C., Buckley, R. F., Papp, K. V., Amariglio, R. A., Dewachter, I., Ivanoiu, A., Huijbers, W., Hedden, T., Marshall, G. A., Chhatwal, J. P., Rentz, D. M. & 2 others, Sperling, R. A. & Johnson, K., 3 Jun 2019, In : JAMA neurology.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
Alzheimer Disease
Neurofibrillary Tangles
Consensus
Observation
Cognitive Dysfunction

Association of Child Autistic Characteristics with Parenting Stress in Mothers of Children with Autism Spectrum Disorder: A Comparison between the United States and Japan

Porter, N., Posey, Y., Saroukhani, S., Morimoto, K., Fukuda, E., Rahbar, M. & Loveland, K., 2019, (Accepted/In press).

Research output: Contribution to conferencePosterOther research output

Associations between single nucleotide polymorphisms and erythrocyte parameters in humans: A systematic literature review

Timmer, T., Tanck, M. W. T., Huis in 't Veld, E., Veldhuisen, B., Daams, J. G., De Kort, W. L. A. M., Van Der Schoot, C. E. & Van Den Hurk, K., 1 Jan 2019, In : Mutation Research/Reviews in Mutation Research. 779, p. 58-67 10 p.

Research output: Contribution to journalReview articleScientificpeer-review

Erythrocyte Indices
Single Nucleotide Polymorphism
Erythropoiesis
Genome-Wide Association Study
Genetic Association Studies

A Team Based Player Versus Player Recommender Systems Framework For Player Improvement

oshi, R., Gupta, V., Li, X., Cui, Y., Wang, Z., Norouzzadeh Ravari, Y., Klabjan, D., Sifa, R., arsaeian, A., Drachen, A. & Demeduik, S., 29 Jan 2019, ACSW 2019 Proceedings of the Australasian Computer Science Week Multiconference.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientific

Barriers and motivators of Ghanaian and African-Surinamese migrants to donate blood

Klinkenberg, E. F., Huis In ’t Veld, E. M. J., De Wit, P. D., De Kort, W. L. A. M. & Fransen, M. P., 2019, In : Health & Social Care in the Community . 27, 3, p. 748-756

Research output: Contribution to journalArticleScientificpeer-review

Open Access
donation
migrant
bank
Netherlands
Interviews

Behavioral Analysis on Socio-Spatial Interaction Networks concerning User Preferences, Interactions and their Perception

Atzmueller, M., Güven, Ç., Shayan, P., Masiala, S., Mackenbach, R. & Liebregts, W., 2019, (Accepted/In press).

Research output: Contribution to conferencePaperOther research output

Wearable sensors

Beyond quantified ignorance: rebuilding rationality without the bias bias

Brighton, H., 2019, Kiel Institute for the World Economy., (Economics Discussion Papers; no. 2019-25).

Research output: Working paperDiscussion paperOther research output

Rationality
Rebuilding
Ignorance
Optimality
Uncertainty

Brain-Computer Interfaces for Enhanced Human-Robot Interaction

Alimardani, M. & Hiraki, K., 2019, In : Frontiers in Robotics and AI.

Research output: Contribution to journalArticleScientificpeer-review

Convergence of regular spiking and intrinsically bursting Izhikevich neuron models as a function of discretization time with Euler method

Gunasekaran, H., Spigler, G., Mazzoni, A., Cataldo, E. & Oddo, C. M., 20 Jul 2019, In : Neurocomputing. 350, p. 237-247 11 p.

Research output: Contribution to journalArticleScientificpeer-review

Neurons
Bionics
Computational efficiency
Dynamic models
Robotics

Correlating Neural and Symbolic Representations of Language

Chrupala, G. & Alishahi, A., 1 Jul 2019, Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics. Florence, Italy: Association for Computational Linguistics, p. 2952-2962 11 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
Chemical activation
Semantics
Deep learning

Cortisol associated with hypometabolism across the Alzheimer's disease spectrum

Wirth, M., Lange, C. & Huijbers, W., 2019, In : BioRxiv. p. 514968

Research output: Contribution to journalArticleScientific

Alzheimer Disease
Neuroimaging
Cross-Sectional Studies

Cross-situational learning in a Zipfian environment

Hendrickson, A. T. & Perfors, A., 1 Aug 2019, In : Cognition. 189, p. 11-22 12 p.

Research output: Contribution to journalArticleScientificpeer-review

learning
Language
experiment
language
statistics

Current Limitations in Cyberbullying Detection: on Evaluation Criteria, Reproducibility, and Data Scarcity

Emmery, C., Verhoeven, B., De Pauw, G., Jacobs, G., Van Hee, C., Lefever, E., Desmet, B., Hoste, V. & Daelemans, W., 25 Oct 2019, In : arXiv. 26 p.

Research output: Contribution to journalArticleScientific

Classifiers
Experiments

Denoising Autoencoders for Overgeneralization in Neural Networks

Spigler, G., 21 May 2019, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. p. 1-1 1 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
Denoising
Confidence
Neural Networks
Neural networks
Open set

Descriptive Network Modeling and Analysis for Investigating User Acceptance in a Learning Management System Context

Shayan, P., Rondinelli, R., van Zaanen, M. & Atzmueller, M., 17 Sep 2019, p. 7-13.

Research output: Contribution to conferencePaperOther research output

Educational technology
Electric network analysis
Statistical methods
Statistics
Students

Do Additional Features Help or Hurt Category Learning? The Curse of Dimensionality in Human Learners

Vong, W. K., Hendrickson, A. T., Navarro, D. J. & Perfors, A., Mar 2019, In : Cognitive Science. 43, 3, p. e12724 25 p., 12724.

Research output: Contribution to journalArticleScientificpeer-review

Learning systems
Statistics
Experiments

Do You Like This? The Presence of a Person as Engagement Predictor in Visual Brand-related UGC

Nanne, A., Antheunis, M., Postma, E., Wubben, S. & van Noort, G., 25 May 2019.

Research output: Contribution to conferencePaperOther research output

Emergence and Development of Lexicon and Morphology

Ravid, D., Keuleers, E. & Dressler, W. U., 18 Jun 2019, (Accepted/In press) Word Knowledge and Word Usage: a Cross-disciplinary Guide to the Mental Lexicon. Pirrelli, V., Plag, I. & Dressler, W. U. (eds.). De Gruyter

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

From quality to outcomes: A national study of afterschool STEM programming

Allen, P., Chang, R., Gorrall, B., Waggenspack, L., Fukuda, E., Little, T. D. & Noam, G., 2019, (Accepted/In press) In : International Journal of STEM Education.

Research output: Contribution to journalArticleScientificpeer-review

22 Downloads (Pure)

Guidelines for using ISO standard 24617-2

Bunt, H., 5 Jan 2019, S.l.: [s.n.]. 58 p.

Research output: Book/ReportReportProfessional

Open Access
File
Annotation
ISO Standards
Dialogue Acts
Summary
Qualifiers

How do people use their smartphone? A data scientific approach to describe and identify user-related, system-related and context-related patterns in use

Hendrickson, D., De Marez, L., Martens, M., Van Meer, M., Muller, G., Paisa, T., Ponnet, K., Schweitzer, C. & Vanden Abeele, M., 2019.

Research output: Contribution to conferencePaperOther research output

Monitoring of Critical Assets

Albano, M., Abete, J. M., Čuček, V., Inza, I. B., De Brabandere, K., Etxabe, A., Gabilondo, I., Güven, Ç., Holenderski, M., Iturrospe, A., Jantunen, E., Ferreira, L. L., Moldován, I., Olaizola, J., Saenz de Argandona, E., Sarr, B., Schneickert, S., Socorro, R., Sprong, H., Sterk, M. & 3 others, Torrego, R., Webers, G. & Woyte, A., Jan 2019, The MANTIS Book: Cyber Physical System Based Proactive Collaborative Maintenance. Albano, M., Jantunen, E., Papa, G. & Zurutuza, U. (eds.). River Publishers, p. 93-144

Research output: Chapter in Book/Report/Conference proceedingChapterScientific

Neural data-to-text generation: A comparison between pipeline and end-to-end architectures

Castro Ferreira, T., van der Lee, C., van Miltenburg, E. & Krahmer, E., 1 Nov 2019, Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP). Hong Kong, China: Association for Computational Linguistics, p. 552-562 11 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
Pipelines
Deep learning

New Perspectives on the Aging Lexicon

Wulff, D. U., De Deyne, S., Jones, M. N., Mata, R., Austerweil, J. L., Baayen, R. H., Balota, D. A., Baronchelli, A., Brysbaert, M., Cai, Q., Dennis, S., Hills, T. T., Kenett, Y. N., Keuleers, E., Marelli, M., Pakhomov, S., Ramscar, M., Schooler, L. J., Shing, Y. L., da Souza, A. S. & 3 others, Siew, C. S. Q., Storms, G. & Verissimo, J., Aug 2019, In : Trends in Cognitive Science. 23, 8, p. 686-698 13 p.

Research output: Contribution to journalReview articleScientificpeer-review

Open Access

Non-invasive neurophysiological measures of learning: A meta-analysis

Tinga, A., de Back, T. & Louwerse, M., Apr 2019, In : Neuroscience and Biobehavioral Reviews. 99, p. 59-89

Research output: Contribution to journalArticleScientificpeer-review

Open Access

Observing and Modeling User Behavior onSocio-Spatial Interaction Networks: Conformance, Exceptions, and Anomalies

Atzmueller, M., Güven, Ç., Shayan, P., Masiala, S., Mackenbach, R. & Liebregts, W., 2019, (Accepted/In press).

Research output: Contribution to conferencePaperOther research output

Communication
Wearable sensors

On the difficulty of a distributional semantics of spoken language

Chrupała, G., Gelderloos, L., Kádár, Á. & Alishahi, A., 2019, Proceedings of the Society for Computation in Linguistics. Vol. 2.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
Semantics
Unsupervised learning
Speech processing
Observation
Students
Phone
Intimacy
Distraction

Predicting Student Performance from their Behavior in Learning Management Systems

Shayan, P. & van Zaanen, M., 2019, International Conference on Future Learning (ICFL 2018). International Journal of Information and Education Technology (IJIET)

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Proceedings of the 2019 ACL Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP

Linzen, T., Chrupala, G., Belinkov, Y. & Hupkes, D., 1 Aug 2019, Florence, Italy: Association for Computational Linguistics.

Research output: Book/ReportBook editingScientificpeer-review

Open Access

Quantifying User-related, System-related, and Context-related Patterns of Smartphone Use

Hendrickson, D., De Marez, L., Martens, M., Van Meer, M., Muller, G., Paisa, T., Ponnet, K., Schweitzer, C. & Vanden Abeele, M., 2019.

Research output: Contribution to conferenceAbstractOther research output

Recognition Times for 54 Thousand Dutch Words: Data from the Dutch Crowdsourcing Project

Brysbaert, M., Keuleers, E. & Mandera, P., 17 Jul 2019, In : Psychologica Belgica. 59, 1, p. 281-300 20 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
Databases
Language Tests
Netherlands
Education

Recognition times for 62 thousand English words: Data from the English Crowdsourcing Project

Mandera, P., Keuleers, E. & Brysbaert, M., 31 Jul 2019, In : Behavior Research Methods.

Research output: Contribution to journalArticleScientificpeer-review

2 Downloads (Pure)

Resources for mental lexicon research: A delicate ecosystem

Keuleers, E. & Marelli, M., 18 Jun 2019, (Accepted/In press) Word Knowledge and Word Usage: a Cross-disciplinary Guide to the Mental Lexicon. Pirrelli, V., Plag, I. & Dressler, W. U. (eds.). De Gruyter

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

Open Access
File

Respiratory Biofeedback Does Not Facilitate Lowering Arousal in Meditation Through Virtual Reality

Tinga, A. M., Nyklíček, I., Jansen, M. P., de Back, T. T. & Louwerse, M. M., 2019, In : Applied Psychophysiology and Biofeedback. 44, 1, p. 51-59

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
Meditation
Sensory Feedback
Placebos
Electroencephalography
Electrocardiography

Sample size, number of categories and sampling assumptions: Exploring some differences between categorization and generalization

Hendrickson, A. T., Perfors, A., Navarro, D. J. & Ransom, K., 1 Jun 2019, In : Cognitive Psychology. 111, p. 80-102 23 p.

Research output: Contribution to journalArticleScientificpeer-review

Sampling

Symbolic Inductive Bias for Visually Grounded Learning of Spoken Language

Chrupala, G., 1 Jul 2019, Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics. Florence, Italy: Association for Computational Linguistics, p. 6452-6462 11 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
Image retrieval
Transcription
Semantics
Processing

Tau accumulation in clinically normal older adults is associated with hippocampal hyperactivity

Huijbers, W., Schultz, A. P., Papp, K. V., LaPoint, M. R., Hanseeuw, B., Chhatwal, J. P., Hedden, T., Johnson, K. A. & Sperling, R. A., 16 Jan 2019, In : Journal of Neuroscience. 39, 3, p. 548-556 9 p.

Research output: Contribution to journalArticleScientificpeer-review

Alzheimer Disease
Pathology
tau Proteins
Entorhinal Cortex
Neocortex

The promise of social signal processing for research on decision-making in entrepreneurial contexts

Liebregts, W., Darnihamedani, P., Postma, E. & Atzmueller, M., 17 Jun 2019, In : Small Business Economics: An International Journal. p. 1-17 17 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
Decision making
Individual decision making
Entrepreneurs
Conceptual framework
Investors

The supply chain of migrant blood donors: an organisational interview study

Klinkenberg, E. F., Langi Sasongko, P. K. B., De Kort, W. L. A. M., Van Weert, J. C. M., Fransen, M. P. & Huis In ‘t Veld, E. M. J., 1 Feb 2019, In : Vox Sanguinis. 114, 2, p. 145-153

Research output: Contribution to journalArticleScientificpeer-review

The Uncanny Valley of the Virtual (Animal) Robot

Sierra Rativa, A., Postma, M. & van Zaanen, M., 7 Aug 2019, p. 419-427. 9 p.

Research output: Contribution to conferencePaperOther research output

Animals
Robots
Animation
Virtual reality

The Use of Computer Vision to Analyze Visual Brand-related User Generated Content

Nanne, A., Antheunis, M., Wubben, S., Postma, E. & van Noort, G., 25 May 2019.

Research output: Contribution to conferencePaperOther research output

Towards Generating Explanations for ASP-Based LinkAnalysis using Declarative Program Transformations

Atzmueller, M., Güven, Ç. & Seipel, D., 2019, (Accepted/In press).

Research output: Contribution to conferencePaperOther research output

Syntactics
Artificial intelligence

Towards Replication in Computational Cognitive Modeling: A Machine Learning Perspective

Emmery, C., Kádár, Á., Wiltshire, T. J. & Hendrickson, A. T., 31 Jul 2019, In : Computational Brain & Behavior.

Research output: Contribution to journalReview articleScientificpeer-review

Open Access
learning
cultural change
science
best practice
15 Downloads (Pure)

Tracking the wandering mind: Memory, mouse movements and decision making styles

Dias Da Silva, M. & Postma, M., 2019, Proceedings of the 41st Annual Conference of the Cognitive Science Society. Goel, A., Seifert, C. & Freska, C. (eds.). Montreal, QB, Vol. 41. p. 2592-2598

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

File
Episodic Memory
Short-Term Memory
Cues
Surveys and Questionnaires

Typoo or orthographic error? Automatic classification of typographic versus orthographic errors using keystroke log

Conijn, R., van Waes, L. & van Zaanen, M., 2019.

Research output: Contribution to conferenceAbstractOther research output

Transcription
Error correction
Substitution reactions