Artificial intelligence

Research Output 1976 2018

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2018

A Digital Coach That Provides Affective and Social Learning Support to Low-Literate Learners

Schouten, D. G. M., Venneker, F., Bosse, T., Neerincx, M. & Cremer, A. H. M. Jan 2018 In : IEEE Transactions on Learning Technologies. 11, 1, p. 67-80 14 p.

Research output: Contribution to journalArticle

social learning
coach
Specifications
Sensors
cognitive learning

Connecting KOSs and the LOD Cloud

Szostak, R., Scharnhorst, A., Beek, W. & Smiraglia, R. P. 22 Feb 2018 In : Proceedings of the 15th International ISKO Conference.

Research output: Contribution to journalArticle

Terminology

Getting Closer to the Action: Using the Virtual Enactment Method to Understand Burglary

Meenaghan, A., Nee, C., Van Gelder, J. L., Otte, M. & Vernham, Z. Apr 2018 In : Deviant Behavior. 39, 4, p. 437-460 25 p.

Research output: Contribution to journalArticle

Crime
offender
experience
offense
Interviews

Literally better: Analyzing and improving the quality of literals

Beek, W., Ilievski, F., Debattista, J., Schlobach, S. & Wielemaker, J. 2018 In : Semantic Web. 9, 1, p. 131-150 20 p.

Research output: Contribution to journalArticle

Linguistics
Cleaning
Semantics

Modeling the Effect of Religion on Human Empathy Based on an Adaptive Temporal-Causal Network Model

van Ments, L. I., Roelofsma, P. H. M. P. & Treur, J. 1 Jan 2018 In : Computational Social Networks.

Research output: Contribution to journalArticle

Open Access
religion
modeling
human behavior
learning
effect

Predicting short term mood developments among depressed patients using adherence and ecological momentary assessment data

Mikus, A., Hoogendoorn, M., Rocha, A., Gama, J., Ruwaard, J. & Riper, H. Jun 2018 In : Internet Interventions. 12, p. 105-110 6 p.

Research output: Contribution to journalArticle

Open Access
Patient Compliance
Cell Phones
Artificial Intelligence
Major Depressive Disorder
Diagnostic and Statistical Manual of Mental Disorders

Quantifying selection pressure

Haasdijk, E. & Heinerman, J. Jun 2018 In : Evolutionary computation. 26, 2, p. 213-235 23 p.

Research output: Contribution to journalArticle

Metric
Fitness
Markov processes
Statistical methods
Niching

The dataLegend ecosystem for historical statistics

Hoekstra, R., Meroño-Peñuela, A., Rijpma, A., Zijdeman, R., Ashkpour, A., Dentler, K., Zandhuis, I. & Rietveld, L. May 2018 In : Journal of Web Semantics. 50, p. 49-61 13 p.

Research output: Contribution to journalArticle

Ecosystems
History
Statistics
Economics
Metadata

The role of knowledge about user behaviour in demand response management of domestic hot water usage

Tabatabaei, S. A. & Klein, M. 12 Jan 2018 In : Energy Efficiency.

Research output: Contribution to journalArticle

Open Access

Too depleted to turn in: The relevance of end-of-the-day resource depletion for reducing bedtime procrastination

Kamphorst, B. A., Nauts, S., De Ridder, D. T. D. & Anderson, J. H. 14 Mar 2018 In : Frontiers in Psychology. 9, March, p. 1-7 7 p., 252

Research output: Contribution to journalArticle

Sleep
Population
Self-Control

WCP-RNN: a novel RNN-based approach for Bio-NER in Chinese EMRs: Paper ID: FC_17_25

Li, J., Zhao, S., Yang, J., Huang, Z., Liu, B., Chen, S., Pan, H. & Wang, Q. 16 Jan 2018 In : Journal of supercomputing. 2018, p. 1-18 18 p.

Research output: Contribution to journalArticle

Named Entity Recognition
Recurrent neural networks
Recurrent Neural Networks
Baseline
Experimental Results

With a little help from my friends: A computational model for the role of social support in mood regulation

Tabatabaei, S. A., Abro, A. H. & Klein, M. Jan 2018 In : Cognitive Systems Research. 47, January, p. 133-146 14 p.

Research output: Contribution to journalArticle

Social Support
Intelligent systems
Health
Social Isolation
Experiments
2017

A clickstream data analysis of Chinese academic library OPAC users' information behavior

Jiang, T., Chi, Y. & Gao, H. 1 Jul 2017 In : Library and Information Science Research. 39, 3, p. 213-223 11 p.

Research output: Contribution to journalArticle

open channel
data analysis
Information management
Navigation
information management

A computational model to simulate development and recovery of traumatised patients

Formolo, D., Van Ments, L. & Treur, J. 1 Jul 2017 In : Biologically Inspired Cognitive Architectures.

Research output: Contribution to journalArticle

Group Psychotherapy
Post-Traumatic Stress Disorders
Recovery
Poisons
Atmosphere

Active2Gether: A Personalized m-Health Intervention to Encourage Physical Activity

Klein, M. C. A., Manzoor, A. & Mollee, J. S. 19 Jun 2017 In : Sensors. 17, 6, p. 1-16 16 p., 1436

Research output: Contribution to journalArticle

Open Access
health
Names
Young Adult
Exercise
Technology

A Data Analysis Technique to Estimate the Thermal Characteristics of a House

Tabatabaei, S., van der Ham, W., Klein, M. C. A. & Treur, J. 8 Sep 2017 In : Energies. 10, 9, 1358

Research output: Contribution to journalArticle

Open Access
Data analysis
Thermostats
Thermostat
Estimate
Space heating
Open Access
Open Access
Degradation
Fossil fuels
Time series
Decomposition

Analyzing interactions on combining multiple clinical guidelines

Zamborlini, V., Da Silveira, M., Pruski, C., ten Teije, A., Geleijn, E., van der Leeden, M., Stuiver, M. & van Harmelen, F. 21 Mar 2017 In : Artificial Intelligence in Medicine.

Research output: Contribution to journalArticle

Reusability
Knowledge representation
Patient rehabilitation
Scalability
Health
Open Access
browsing
integrated approach
Navigation
spatial data
assets

Assessment of temporal predictive models for health care using a formal method

van Breda, W., Hoogendoorn, M., Eiben, A. E. & Berking, M. 1 Aug 2017 In : Computers in Biology and Medicine. 87, p. 347-357 11 p.

Research output: Contribution to journalArticle

Formal methods
Health care
Delivery of Health Care
Health
Mental Health

A validation study of the fitbit one in daily life using different time intervals

Middelweerd, A., Van Der Ploeg, H. P., Van Halteren, A., Twisk, J. W. R., Brug, J. & Te Velde, S. J. 1 Jan 2017 In : Medicine and Science in Sports and Exercise. 49, 6, p. 1270-1279 10 p.

Research output: Contribution to journalArticle

Open Access
Validation Studies
Exercise
Young Adult
Equipment and Supplies

CEDAR: The Dutch Historical Censuses as Linked Open Data

Meroño-Peñuela, A., Ashkpour, A., Guéret, C. & Schlobach, S. 2017 In : Semantic Web. 8, 2, p. 297-310 14 p.

Research output: Contribution to journalArticle

File
Stars
Personnel

Computational Model-Based Design of Leadership Support Based on Situational Leadership Theory

Bosse, T., Duell, R., Memon, Z. A., Treur, J. & van der Wal, C. N. 2017 In : Simulation. 93, 7, p. 605–617 13 p.

Research output: Contribution to journalArticle

Model-based Design
Leadership
Computational Model
Simulation Experiment
Monitor

Developing ePartners for Human-Robot Teams in Space based on Ontologies and Formal Abstraction Hierarchies

Bosse, T., Breebaart, L., van Diggelen, J., Neerincx, M., Rosa, J. & Smets, N. 2017 In : International Journal of Agent-Oriented Software Engineering. 5, 4

Research output: Contribution to journalArticle

Ontology
Robots
Space research
Communication
Experiments

E-Coaching Systems: What They Are, and What They Aren't

Kamphorst, B. A. 28 Jul 2017 In : Personal and Ubiquitous Computing. 21, 4, p. 625-632 8 p.

Research output: Contribution to journalArticle

Open Access
Health
Adaptive systems
Clocks
Automation
Coaching

Embodied Evolution in Collective Robotics: A Review

Bredeche, N., Haasdijk, E. & Prieto, A. 26 Sep 2017 In : arXiv.org.

Research output: Contribution to journalArticle

Robotics
Robots
Open Access
Query languages
Topography
Telecommunication networks
Ships
editor

Impact of common genetic determinants of Hemoglobin A1c on type 2 diabetes risk and diagnosis in ancestrally diverse populations: A transethnic genome-wide meta-analysis

Wheeler, E. , Leong, A. , Liu, C-T. , Hivert, M-F. , Strawbridge, R. J. , Podmore, C. , Li, M. , Yao, J. , Sim, X. , Hong, J. , Chu, A. Y. , Zhang, W. , Wang, X. , Chen, P. , Maruthur, N. M. , Porneala, B. C. , Sharp, S. J. , Jia, Y. , Kabagambe, E. K. , Chang, L-C. & 31 others Chen, W-M., Elks, C. E., Evans, D. S., Fan, Q., Giulianini, F., Go, M. J., Hottenga, J-J., Hu, Y., Jackson, A. U., Kanoni, S., Kim, Y. J., Kleber, M. E., Ladenvall, C., Lecoeur, C., Lim, S-H., Lu, Y., Mahajan, A., Marzi, C., Nalls, M. A., Navarro, P., Nolte, I. M., Rose, L. M., Rybin, D. V., Sanna, S., Shi, Y., Stram, D. O., Willemsen, G., Boomsma, D. I., de Geus, E. J. C., van Dam, R. M. & EPIC-CVD Consortium Sep 2017 In : PLoS Medicine. 14, 9, p. e1002383

Research output: Contribution to journalArticle

Open Access
Type 2 Diabetes Mellitus
Meta-Analysis
Hemoglobins
Glucosephosphate Dehydrogenase Deficiency
Genome

Introducing a Continuous Measure of Future Self-Continuity

Kamphorst, B. A., Nauts, S. & Blouin-Hudon, E. M. 1 Jun 2017 In : Social Science Computer Review. 35, 3, p. 417-421 5 p.

Research output: Contribution to journalArticle

Drag
continuity
inclusion
present

Meta-data for a lot of LOD

Rietveld, L., Beek, W., Hoekstra, R. & Schlobach, S. 1 Jan 2017 In : Semantic Web. 8, 6, p. 1067-1080 14 p.

Research output: Contribution to journalArticle

Metadata
Structural properties
Open Access
modeling
analysis

Modelling of Emotional Contagion in Soccer Fans

Jutte, B. & van der Wal, C. N. 2017 (Accepted/In press) In : Transactions on Computational Collective Intelligence.

Research output: Contribution to journalArticle

NFC Aplicado a Sistemas de Controle de Entrada em Eventos

Tomaszewski, J. R. & Formolo, D. 1 Mar 2017 In : Cadernos do IME - Série Informática. 37, Junho, p. 6-21 16 p.

Research output: Contribution to journalArticle

Open Access
Smartphones

Online Gait Learning for Modular Robots with Arbitrary Shapes and Sizes

Weel, B., D'Angelo, M., Haasdijk, E. & Eiben, A. E. 1 Feb 2017 In : Artificial life. 23, 1, p. 80-104 25 p.

Research output: Contribution to journalArticle

Modular robots
Gait
Robotics
Learning
Robots
Open Access

Predicting therapy success for treatment as usual and blended treatment in the domain of depression

van Breda, W., Bremer, V., Becker, D., Hoogendoorn, M., Funk, B., Ruwaard, J. & Riper, H. 2017 In : Internet Interventions.

Research output: Contribution to journalArticle

Open Access
Depression
Therapeutics
Area Under Curve
Cost-Benefit Analysis
Mental Health

Real-World Evolution of Robot Morphologies: A Proof of Concept

Jelisavcic, M., De Carlo, M., Hupkes, E., Eustratiadis, P., Orlowski, J., Haasdijk, E., E. Auerbach, J. & Eiben, A. E. Jun 2017 In : Artificial life. 23, 2, p. 206-235 30 p.

Research output: Contribution to journalArticle

Open Access
File
Robotics
Robots
Workflow
Life Cycle Stages
Ecosystem

The global aerosol synthesis and science project (GASSP): Measurements and modeling to reduce uncertainty

Reddington, C. L. , Carslaw, K. S. , Stier, P. , Schutgens, N. , Coe, H. , Liu, D. , Allan, J. , Browse, J. , Pringle, K. J. , Lee-Kirsch, M. A. , Yoshioka, M. , Johnson, J. S. , Regayre, L. A. , Spracklen, D. V. , Mann, G. W. , Clarke, A. , Hermann, M. , Henning, S. , Wex, H. , Kristensen, T. B. & 18 others Leaitch, W. R., Pöschl, U., Rose, D., Andreae, M. O., Schmale, J., Kondo, Y., Oshima, N., Schwarz, J. P., Nenes, A., Anderson, B., Roberts, G. C., Snider, J. R., Leck, C., Quinn, P. K., Chi, X., Ding, A., Jimenez, J. L. & Zhang, Q. 1 Sep 2017 In : Bulletin of the American Meteorological Society. 98, 9, p. 1857-1877 21 p.

Research output: Contribution to journalArticle

Open Access

The knowledge graph as the default data model for learning on heterogeneous knowledge

Wilcke, X., Bloem, P. & De Boer, V. 8 Dec 2017 In : Data Science. 1, 1-2, p. 39-57 19 p.

Research output: Contribution to journalArticle

Open Access
Data structures
Learning systems
Open Access
Computer systems

ULTEMAT: A mobile framework for smart ecological momentary assessments and interventions

De Ven, P. V., O'Brien, H., Henriques, M. R., Klein, M., Msetfi, R., Nelson, J., Rocha, A., Ruwaard, J., O'Sullivan, D. & Riper, H. 1 Sep 2017 In : Internet Interventions. 9, p. 74-81 8 p.

Research output: Contribution to journalArticle

Open Access
Aptitude
Libraries
Appointments and Schedules
Mental Health
Equipment and Supplies

Understanding knowledge networks

Mangaladevi, K., Beek, W. & Kuhn, T. 2017 In : CEUR workshop proceedings. 1946, p. 38-49 12 p.

Research output: Contribution to journalArticle

Electronic mail
Terminology
Ontology
Structural properties
Proteins

Unsupervised Identification and Recognition of Situations for High-Dimensional Sensori-Motor Streams

Heinerman, J. V., Haasdijk, E. & Eiben, A. E. 1 Nov 2017 In : Neurocomputing. 262, p. 90-107 18 p.

Research output: Contribution to journalArticle

Robots
Robot learning
Sensors
Recognition (Psychology)
Processing

Validity of LIDAS (LIfetime Depression Assessment Self-report): a self-report online assessment of lifetime major depressive disorder

Bot, M., Middeldorp, C. M., de Geus, E. J. C., Lau, H. M., Sinke, S. M., van Nieuwenhuizen, B., Smit, J. H., Boomsma, D. I. & Penninx, B. W. J. H. Jan 2017 In : Psychological Medicine. 47, 2, p. 279-289 11 p.

Research output: Contribution to journalArticle

Major Depressive Disorder
Self Report
Depression
Netherlands
Sensitivity and Specificity

What technological features are used in smartphone apps that promote physical activity? A review and content analysis

Mollee, J. S., Middelweerd, A., Kurvers, R. L. & Klein, M. C. A. Aug 2017 In : Personal and Ubiquitous Computing. 21, 4, p. 633–643 11 p.

Research output: Contribution to journalArticle

Open Access
File
Smartphones
Application programs
Health
Content analysis
Physical activity

基于知识图谱的精细化工辅助研发平台

Huang, Z., Gu, J. & Peng, B. 2017 In : Journal of Technology Intelligence Engineering. 3, 1, p. 43-55 13 p.

Research output: Contribution to journalArticle

Open Access
Chemical industry
Visualization
Molecules
Ontology
Learning systems
2016

Adaptive Modelling of Trauma: Development and Recovery of Patients

Formolo, D., van Ments, L. & Treur, J. 2016 In : Procedia Computer Science. 88, p. 512–521 10 p.

Research output: Contribution to journalArticle

Open Access
Recovery
Open Access
Causal Model
Network Model
Refinement
Absorption
Contagion

An ecosystem for Linked Humanities Data

Hoekstra, R., Meroño-Peñuela, A., Dentler, K., Rijpma, A., Zijdeman, R. & Zandhuis, I. 2016 In : CEUR workshop proceedings. 1608, p. 85-96 12 p.

Research output: Contribution to journalArticle

Ecosystems
History
Economics
Availability