Artificial intelligence

Research Output 1976 2018

2018

Adding 3d GIS visualization and navigation to the sparqlquery loop

Beek, W., Folmer, E., Rietveld, L., Baving, T. & Van Altena, V. 11 Jul 2018 In : International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives. 42, 4/W8, p. 11-14 4 p.

Research output: Contribution to journalArticle

Geographic information systems
visualization
navigation
Geographical Information System
Navigation

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

An Adaptive Cognitive Temporal-Causal Network Model of a Mindfulness Therapy Based on Music

Mohammadi Ziabari, S. S. & Treur, J. 2018 (Accepted/In press) Proceedings of the 10th International Conference on Intelligent Human Computer Interaction, IHCI'18. Springer, (Lecture Notes in Computer Science)

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

An Adaptive Temporal-Causal Network Model for Decision Making Under Acute Stress

Treur, J. & Mohammadi Ziabari, S. S. 5 Sep 2018 Proceedings of the 10th International Conference on Computational Collective Intelligence, ICCCI'18, Part 2. Nguyen, N. T. (ed.). Springer, Vol. 2, p. 13-25 13 p. (Lecture Notes in Computer Science; vol. 11056)

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

Decision making

Analysing the Relative Importance of Robot Brains and Bodies

Jelisavcic, M. J., Roijers, D. M. & Eiben, A. E. 2018 ALIFE 2018 Proceedings of the Artificial Life Conference 2018. Tokyo: MIT Press Journals, p. 327-334 8 p. (Artificial Life Conference Proceedings; vol. 30)

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

Open Access
File
Brain
Robots
Modular robots
Robotics
Controllers

Applying machine learning algorithms for deriving personality traits in social network

Araújo, E. F. M., Simoski, B. & Klein, M. 9 Apr 2018 Proceedings of the 33rd Annual ACM Symposium on Applied Computing, SAC 2018. Association for Computing Machinery, Vol. Part F137816, p. 346-349 4 p.

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

Learning algorithms
Learning systems
Tuning

Basics of sensory data

Hoogendoorn, M. & Funk, B. 1 Jan 2018 Machine Learning for the Quantified Self: On the Art of Learning from Sensory Data. Springer/Verlag, p. 15-24 10 p. (Cognitive Systems Monographs; vol. 35)

Research output: Chapter in Book/Report/Conference proceedingChapter

Learning systems
Sensors

Clustering

Hoogendoorn, M. & Funk, B. 1 Jan 2018 Machine Learning for the Quantified Self: On the Art of Learning from Sensory Data. Springer/Verlag, p. 73-100 28 p. (Cognitive Systems Monographs; vol. 35)

Research output: Chapter in Book/Report/Conference proceedingChapter

Cognitive Modeling of Mindfulness Therapy by Autogenic Training

Mohammadi Ziabari, S. S. & Treur, J. 19 Jul 2018 Proceedings of the 5th International Conference on Information System Design and Intelligent Applications, INDIA'18. Springer, (Advances in Intelligent Systems and Computing)

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

Open Access

Computational Analysis of Bullying Behavior in the Social Media Era

Jabeen, F. & Treur, J. 5 Sep 2018 Proc. of the 10th International Conference on Computational Collective Intelligence, ICCCI'18, Part 1. Springer, p. 192-205 14 p. (Lecture Notes in Computer Science; vol. 11055)

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

Computational analysis
Bullying
Social media
Computational model
World Wide Web

Computational Analysis of Gender Differences in Coping with Extreme Stressful Emotions

Mohammadi Ziabari, S. S. & Treur, J. 23 Aug 2018 Proceedings of the 9th International Conference on Biologically Inspired Cognitive Architectures, BICA'18, vol. 2. Elsevier, 11 p. (Procedia Computer Science)

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

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
Open Access
File

Design of an agent-based learning environment for high-risk doorstep scam victims

van der Lubbe, L. M., Bosse, T. & Gerritsen, C. 2018 Highlights of Practical Applications of Agents, Multi-Agent Systems, and Complexity: The PAAMS Collection - International Workshops of PAAMS 2018, Proceedings. Springer/Verlag, p. 335-347 13 p. (Communications in Computer and Information Science; vol. 887)

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

Learning Environment
Conceptual Design
Conceptual design
Scenarios
Design

Detecting Dutch political tweets: A classifier based on voting system using supervised learning

de Mello Araújo, E. F. & Ebbelaar, D. Jan 2018 ICAART 2018 - Proceedings of the 10th International Conference on Agents and Artificial Intelligence. Setúbal: SciTePress, Vol. 2, p. 462-469 8 p.

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

Supervised learning
Classifiers

Directed Locomotion for Modular Robots with Evolvable Morphologies

Lan, G., Jelisavcic, M., Roijers, D. M. & Eiben, A. E. 22 Aug 2018 p. 467 487 p.

Research output: Contribution to conferencePaper

Open Access
File
Modular robots
Controllers
Trajectories
Robots

Discussion

Hoogendoorn, M. & Funk, B. 1 Jan 2018 Machine Learning for the Quantified Self: On the Art of Learning from Sensory Data. Springer/Verlag, p. 217-221 5 p. (Cognitive Systems Monographs; vol. 35)

Research output: Chapter in Book/Report/Conference proceedingChapter

Learning systems

Embodied evolution in collective robotics: A review

Bredeche, N., Haasdijk, E. & Prieto, A. 22 Feb 2018 In : Frontiers Robotics AI. 5, February, p. 1-15 15 p., 12

Research output: Contribution to journalReview article

Robotics
Robots

FERASAT: A Serendipity-Fostering Faceted Browser for Linked Data

Khalili, A., van den Besselaar, P. & de Graaf, K. A. 2018 The Semantic Web - 15th International Conference, ESWC 2018, Proceedings. Springer/Verlag, p. 351-366 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10843 LNCS)

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

Linked Data
Browsing
Innovation
Semantic Web
User interfaces

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

Get your virtual hands off me! – Developing threatening IVAs using haptic feedback

Goedschalk, L., Bosse, T. & Otte, M. 2018 Artificial Intelligence - 29th Benelux Conference, BNAIC 2017, Revised Selected Papers. Springer/Verlag, p. 61-75 15 p. (Communications in Computer and Information Science; vol. 823)

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

Intelligent virtual agents
Haptic Feedback
Virtual Agents
Handoff
Intelligent Agents

Handling noise and missing values in sensory data

Hoogendoorn, M. & Funk, B. 1 Jan 2018 Machine Learning for the Quantified Self: On the Art of Learning from Sensory Data. Springer/Verlag, p. 25-50 26 p. (Cognitive Systems Monographs; vol. 35)

Research output: Chapter in Book/Report/Conference proceedingChapter

Low pass filters
Kalman filters
Principal component analysis

ICSA 2018: Engineering Track: Message from the Chairs

Sangwan, R. S. & De Graaf, K. A. 13 Aug 2018 Proceedings of the 2018 IEEE International Conference on Software Architecture Companion (ICSA-C) . IEEE, p. 76-76 1 p. (Proceedings - 2018 IEEE 15th International Conference on Software Architecture Companion, ICSA-C 2018)

Research output: Chapter in Book/Report/Conference proceedingChapter

Software architecture
Innovation

Improving cardiometabolic health through nudging dietary behaviours and physical activity in low SES adults: Design of the Supreme Nudge project

Lakerveld, J. , Mackenbach, J. D. , De Boer, F. , Brandhorst, B. , Broerse, J. E. W. , De Bruijn, G. J. , Feunekes, G. , Gillebaart, M. , Harbers, M. , Hoenink, J. , Klein, M. , Mensink, F. , Middel, C. , De Ridder, D. T. D. , Rutters, F. , Sluijs, I. , Van Der Schouw, Y. T. , Schuitmaker, T. J. , Te Velde, S. J. , Velema, E. & 3 others Waterlander, W., Brug, J. & Beulens, J. W. J. 20 Jul 2018 In : BMC Public Health. 18, 1, 899

Research output: Contribution to journalArticle

Economics
Health
Randomized Controlled Trials
Costs and Cost Analysis
Food

Integrating person-to-person social support in smartphone apps for promoting physical activity

Simoski, B., Klein, M., Van Halteren, A. T. & Bal, H. 2018 HEALTHINF 2018 - 11th International Conference on Health Informatics, Proceedings; Part of 11th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2018. SciTePress, Vol. 5, p. 497-504 8 p.

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

Smartphones
Application programs
Social Support
Health hazards
Telemedicine

Integrative Biological, Cognitive and Affective Modeling of a Drug-Therapy for a Post-Traumatic Stress Disorder

Mohammadi Ziabari, S. S. & Treur, J. 13 Dec 2018 Proc. of the 7th International Conference on the Theory and Practice of Natural Computing, TPNC'18. Springer, (Lecture Notes in Computer Science)

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

Drug therapy
Medicine

Joint Proceedings of SEMANTiCS 2017 Workshops co-located with the 13th International Conference on Semantic Systems (SEMANTiCS 2017)

Fensel, A. (ed.), Daniele, L. (ed.), Aroyo, L. (ed.), Boer, V. D. (ed.), Darányi, S. (ed.), Elloumi, O. (ed.), García-Castro, R. (ed.), Hollink, L. (ed.), Inel, O. (ed.), Kuys, G. (ed.), Maleshkova, M. (ed.), Merdan, M. (ed.), Meroño-Peñuela, A. (ed.), Moser, T. (ed.), Keppmann, F. L. (ed.), Kontopoulos, E. (ed.), Petram, L. (ed.), Scarrone, E. (ed.) & Verborgh, R. 2018 CEUR-WS.org. (CEUR Workshop Proceedings; vol. 2063)

Research output: Book/ReportBook editing

Learning to Coordinate with Coordination Graphs in Repeated Single-Stage Multi-Agent Decision Problems

Bargiacchi, E., Verstraeten, T., Roijers, D. M., Nowé, A. & Van Hasselt, H. 2018 International Conference on Machine Learning, 10-15 July 2018, Stockholmsmässan, Stockholm Sweden : Proceedings of the 35th International Conference on Machine Learning, ICML 2018. Stockholm, p. 482-490 9 p. (Proceedings of Machine Learning Research; vol. 80)

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

Reinforcement learning
Farms
Application programming interfaces (API)
spatial data
Specifications
functionality
Netherlands

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 Relational Data with Graph Convolutional Networks

Schlichtkrull, M., Kipf, T. N., Bloem, P., van den Berg, R., Titov, I. & Welling, M. 2018 The Semantic Web - 15th International Conference, ESWC 2018, Proceedings. Springer/Verlag, p. 593-607 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10843 LNCS)

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

Graph in graph theory
Modeling
Recovery
Information retrieval
Factorization

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. 5 Jan 2018 In : Computational Social Networks. 5, 1, p. 1-23 23 p., 1

Research output: Contribution to journalArticle

Open Access
Causal Model
Network Model
Modeling
Person
Human Behavior

Mood mirroring with an embodied virtual agent: A pilot study on the relationship between personalized visual feedback and adherence

Provoost, S., Ruwaard, J., Neijenhuijs, K., Bosse, T. & Riper, H. 2018 Highlights of Practical Applications of Agents, Multi-Agent Systems, and Complexity: The PAAMS Collection - International Workshops of PAAMS 2018, Proceedings. Springer/Verlag, p. 24-35 12 p. (Communications in Computer and Information Science; vol. 887)

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

Virtual Agents
Mood
Feedback
Individual Differences
Smartphones

Moving forward: Supporting physical activity behavior change through intelligent technology

Mollee, J. S. 2018 382 p.

Research output: ThesisPhD Thesis - Research VU, graduation VU

Open Access
File

nlGis: A use case in linked historic geodata

Beek, W. & Zijdeman, R. 2018 PSW4CH 2018 Semantic Web for Cultural Heritage 2018: Proceedings of the Third International Workshop on Semantic Web for Cultural Heritage. Vol. 2094, 10 p. (CEUR Workshop Proceedings)

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

Excavation
Geometry

nlGis: A use case in linked historic geodata

Beek, W. & Zijdeman, R. 2018 The Semantic Web: ESWC 2018 Satellite Events - ESWC 2018, Revised Selected Papers. Springer/Verlag, p. 437-447 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11155 LNCS)

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

Cultural Heritage
Use Case
Excavation
Geometry
Object

Ordered Preference Elicitation Strategies for Supporting Multi-Objective Decision Making

Zintgraf, L. M., Roijers, D. M., Linders, S., Jonker, C. M. & Nowé, A. 10 Jul 2018 AAMAS 2018: Proceedings of the Seventeenth International Joint Conference on Autonomous Agents and Multi-Agent Systems. 9 p.

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

Open Access
Decision making
Experiments
Planning

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

Predicting therapy success and costs for personalized treatment recommendations using baseline characteristics: Data-driven analysis

Bremer, V., Becker, D., Kolovos, S., Funk, B., Van Breda, W., Hoogendoorn, M. & Riper, H. 21 Aug 2018 In : Journal of Medical Internet Research. 20, 8, p. 1-11 11 p., e10275

Research output: Contribution to journalArticle

Health Care Costs
Costs and Cost Analysis
Therapeutics
Cost-Benefit Analysis
Decision Making

Predictive modeling in e-mental health: A common language framework

Becker, D., van Breda, W., Funk, B., Hoogendoorn, M., Ruwaard, J. & Riper, H. 1 Jun 2018 In : Internet Interventions. 12, p. 57-67 11 p.

Research output: Contribution to journalReview article

Mental Health
Language
Research
Data Mining
Health Services Research

Predictive modeling with notion of time

Hoogendoorn, M. & Funk, B. 1 Jan 2018 Machine Learning for the Quantified Self: On the Art of Learning from Sensory Data. Springer/Verlag, p. 167-202 36 p. (Cognitive Systems Monographs; vol. 35)

Research output: Chapter in Book/Report/Conference proceedingChapter

Recurrent neural networks
Supervised learning
Time series
Dynamical systems

Predictive modeling without notion of time

Hoogendoorn, M. & Funk, B. 1 Jan 2018 Cognitive Systems Monographs. Springer/Verlag, Vol. 35, p. 123-165 43 p. (Cognitive Systems Monographs; vol. 35)

Research output: Chapter in Book/Report/Conference proceedingChapter

Feedforward neural networks
Supervised learning
Decision trees
Support vector machines
Feature extraction

Preface

Sim, K. , Kaufmann, P. , Ascheid, G. , Bacardit, J. , Cagnoni, S. , Cotta, C. , D’Andreagiovanni, F. , Divina, F. , Esparcia-Alcázar, A. I. , Vega, F. F. D. , Glette, K. , Hubert, J. , Hidalgo, J. I. , Iacca, G. , Kampouridis, M. , Kramer, O. , Mavrovouniotis, M. , Mora García, A. M. , Nguyen, T. T. , Otero, F. & 5 others Schaefer, R., Silva, S., Tonda, A., Urquhart, N. & Zhang, M. 2018 Applications of Evolutionary Computation: 21st International Conference, EvoApplications 2018, Parma, Italy, April 4-6, 2018, Proceedings. Springer International Publishing, Vol. 10784, p. VII-VIII (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics))

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

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

Reinforcement learning to provide feedback and support

Hoogendoorn, M. & Funk, B. 1 Jan 2018 Machine Learning for the Quantified Self: On the Art of Learning from Sensory Data. Springer/Verlag, p. 203-214 12 p. (Cognitive Systems Monographs; vol. 35)

Research output: Chapter in Book/Report/Conference proceedingChapter

Reinforcement learning
Feedback
Sensors

Revolve: A Versatile Simulator for Online Robot Evolution

Hupkes, E., Jelisavcic, M. & Eiben, A. E. 8 Mar 2018 Applications of Evolutionary Computation: EvoApplications 2018. Sim, K. & Kaufmann, P. (eds.). Springer, Vol. 10784, p. 687-702 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10784 LNCS)

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

Open Access
File
Simulator
Simulators
Robot
Robots
Constructible

RideMatcher: Peer-to-peer matching of passengers for efficient ridesharing

Bozdog, N. V., Makkes, M. X., Van Halteren, A. & Bal, H. 13 Jul 2018 Proceedings - 18th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGRID 2018. Institute of Electrical and Electronics Engineers Inc., p. 263-272 10 p.

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

Railroad cars
Noise pollution
Fog
Travel time
Air quality

sameAs.cc: The Closure of 500M owl:sameAs Statements

Beek, W., Raad, J., Wielemaker, J. & van Harmelen, F. 2018 The Semantic Web - 15th International Conference, ESWC 2018, Proceedings. Springer/Verlag, p. 65-80 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10843 LNCS)

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

Mints
Semantic Web
Web services
Closure
Equivalence

Search Space Analysis of Evolvable Robot Morphologies

da Silva Miras de Araujo, K., Haasdijk, E., Glette, K. & Eiben, A. E. Mar 2018 Applications of Evolutionary Computation - 21st International Conference, EvoApplications 2018, Proceedings. Sim, K. & Kaufmann, P. (eds.). Cham: Springer/Verlag, p. 703-718 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10784)

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

Open Access
File
Search Space
Encoding
Robot
Robots
Modular robots