Research Output 1976 2019

2019

An adaptive temporal-causal network model for social networks based on the homophily and more-becomes-more principle

Beukel, S. V. D., Goos, S. H. & Treur, J., 4 Feb 2019, In : Neurocomputing. 338, p. 361-371 11 p.

Research output: Contribution to JournalArticleAcademicpeer-review

Open Access
Tobacco Use
Social Support
Alcohols
Tobacco
Datasets

A serious game for training verbal resilience to doorstep scams

van der Lubbe, L. M., Gerritsen, C., Formolo, D., Otte, M. & Bosse, T., 1 Jan 2019, Games and Learning Alliance - 7th International Conference, GALA 2018, Proceedings. Söbke, H., Gentile, M. & Allegra, M. (eds.). Springer - Verlag, p. 110-120 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11385 LNCS).

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

Open Access
File
Serious Games
Resilience
Feedback
Speech recognition
Virtual Characters

Benefits of Social Learning in Physical Robots

Heinerman, J., Bussmann, B., Groenendijk, R., Krieken, E. V., Slik, J., Tezza, A., Haasdijk, E. & Eiben, A. E., 28 Jan 2019, Proceedings of the 2018 IEEE Symposium Series on Computational Intelligence, SSCI 2018. Sundaram, S. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 851-858 8 p. 8628857

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

Social Learning
Robot
Robots
Controllers
Robot learning

Better Together

Heinerman, J. V., 2019, 270 p.

Research output: PhD ThesisPhD Thesis - Research VU, graduation VUAcademic

Open Access
File

Body symmetry in morphologically evolving modular robots

van de Velde, T., Rossi, C. & Eiben, A. E., 1 Jan 2019, Applications of Evolutionary Computation - 22nd International Conference, EvoApplications 2019, Held as Part of EvoStar 2019, Proceedings. Kaufmann, P. & Castillo, P. A. (eds.). Springer Verlag, p. 583-598 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11454 LNCS).

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

Modular robots
Animals
Robot
Earth (planet)
Robots

Designing a system with persuasive communication to improve diet compliance for elderly users

van der Lubbe, L. M. & Klein, M. C. A., 20 May 2019, Proceedings of the 13th EAI International Conference on Pervasive Computing Technologies for Healthcare, PervasiveHealth 2019. Association for Computing Machinery, p. 234-241 8 p. (ACM International Conference Proceeding Series).

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

Nutrition
Communication
Compliance

Detecting fraudulent bookings of online travel agencies with unsupervised machine learning

Mensah, C., Klein, J., Bhulai, S., Hoogendoorn, M. & van der Mei, R., 1 Jan 2019, Advances and Trends in Artificial Intelligence. From Theory to Practice - 32nd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2019, Proceedings. Friedrich, G., Ali, M., Wotawa, F., Pill, I. & Koitz-Hristov, R. (eds.). Springer Verlag, p. 334-346 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11606 LNAI).

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

Unsupervised Learning
Learning systems
Anomaly Detection
Machine Learning
Transportation charges

Detecting Network Intrusion beyond 1999: Applying Machine Learning Techniques to a Partially Labeled Cybersecurity Dataset

Klein, J., Bhulai, S., Hoogendoorn, M., Van Der Mei, R. & Hinfelaar, R., 10 Jan 2019, Proceedings - 2018 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2018. IEEE, p. 784-787 4 p. 8609692

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

Open Access
File
Intrusion detection
Learning systems

Evolving embodied intelligence from materials to machines

Eiben, A. E., Howard, D., Kennedy, D. F., Mouret, J-B., Valencia, P. & Winkler, D., Jan 2019, In : Nature Machine Intelligence. 1, 1, p. 12 8 p.

Research output: Contribution to JournalArticleAcademicpeer-review

Robotics
Explosions
DNA
Robots
Proteins

Exploring Clustering Techniques for Effective Reinforcement Learning based Personalization for Health and Wellbeing

Grua, E. M. & Hoogendoorn, M., 28 Jan 2019, Proceedings of the 2018 IEEE Symposium Series on Computational Intelligence, SSCI 2018. Sundaram, S. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 813-820 8 p. 8628621

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

Personalization
Reinforcement learning
Reinforcement Learning
Health
Clustering

Importance of parameter settings on the benefits of robot-to-robot learning in evolutionary robotics

Heinerman, J., Haasdijk, E. & Eiben, A. E., 4 Mar 2019, In : Frontiers Robotics AI. 6, MARCH, p. 1-11 11 p., 10.

Research output: Contribution to JournalArticleAcademicpeer-review

Open Access
Robot learning
Robotics
Robots

Insights in evolutionary exploration of robot morphology spaces

Miras, K., Gansekoele, A., Glette, K. & Eiben, A. E., 28 Jan 2019, Proceedings of the 2018 IEEE Symposium Series on Computational Intelligence, SSCI 2018. Sundaram, S. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 867-874 8 p. 8628662

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

Robot
Robots
Evolutionary Robotics
Robotics
Movement

Lamarckian Evolution of Simulated Modular Robots

Jelisavcic, M., Glette, K., Haasdijk, E. & Eiben, A. E., 18 Feb 2019, In : Frontiers in Robotics and AI. 6, 9

Research output: Contribution to JournalArticleAcademicpeer-review

Open Access
File
Modular robots
Controllers
Robots
Robot learning
Brain

Modelling Human Movements with Turing Learning

Zonta, A., Smit, S. K., Haasdijk, E. & Eiben, A. E., 28 Jan 2019, Proceedings of the 2018 IEEE Symposium Series on Computational Intelligence, SSCI 2018. Sundaram, S. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 2254-2261 8 p. 8628691

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

Turing
Artificial intelligence
Trajectories
Social sciences
Modeling

Morphological Attractors in Darwinian and Lamarckian Evolutionary Robot Systems

Jelisavcic, M., Miras, K. & Eiben, A. E., 28 Jan 2019, Proceedings of the 2018 IEEE Symposium Series on Computational Intelligence, SSCI 2018. Sundaram, S. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 859-866 8 p. 8628844

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

Open Access
File
Attractor
Robot
Robots
Modular robots
Locomotion

Preface

Zhao, J., van Harmelen, F., Tang, J., Han, X., Wang, Q. & Li, X., 1 Jan 2019, In : Communications in Computer and Information Science. 957, p. V-VI

Research output: Contribution to JournalEditorialAcademicpeer-review

Preface

Koch, F., Koster, A., Bichindaritz, I., Herrero, P., Riaño, D., Montagna, S., Schumacher, M., ten Teije, A., Guttmann, C., Reichert, M., Lenz, R., López, B., Marling, C., Martin, C., Montani, S. & Wiratunga, N., 1 Jan 2019, In : Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 11326 LNAI, p. VII-VIII

Research output: Contribution to JournalEditorialAcademicpeer-review

Preface: Combining machine learning with knowledge engineering (AAAI-Make 2019)

Martin, A., Hinkelmann, K., Gerber, A., Lenat, D., van Harmelen, F. & Clark, P., 1 Jan 2019, In : CEUR Workshop Proceedings. 2350

Research output: Contribution to JournalEditorialAcademicpeer-review

Preface

Riaño, D., Wilk, S. & ten Teije, A., 2019, Artificial Intelligence in Medicine: 17th Conference on Artificial Intelligence in Medicine, AIME 2019, Poznan, Poland, June 26–29, 2019, Proceedings. Springer, p. v-vii 3 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11526 LNAI).

Research output: Chapter in Book / Report / Conference proceedingForeword/postscriptAcademic

Semi-Supervised Learning using Differentiable Reasoning

van Krieken, E., Acar, E. & van Harmelen, F., 2019, (Accepted/In press) In : IFCoLog Journal of Logic and its Applications.

Research output: Contribution to JournalSpecial issue (editing)Academicpeer-review

Semi-Supervised Learning using Differentiable Reasoning

van Krieken, E., Acar, E. & van Harmelen, F., Jun 2019, In : IFCoLog Journal of Logic and its Applications. 6, 4, p. 633-653 20 p.

Research output: Contribution to JournalArticleAcademicpeer-review

Open Access
File
Supervised learning
Semantics

User acceptance of real-life personalized coaching in social fitness apps

Simoski, B., Klein, M. C. A., Van Halteren, A. T. & Bal, H., 20 May 2019, Proceedings of the 13th EAI International Conference on Pervasive Computing Technologies for Healthcare, PervasiveHealth 2019. Association for Computing Machinery, p. 198-207 10 p. (ACM International Conference Proceeding Series).

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

Application programs
Smartphones
Experiments

Virtual Agents for Professional Social Skills Training: An Overview of the State-of-the-Art

Bosman, K., Bosse, T. & Formolo, D., 2019, Intelligent Technologies for Interactive Entertainment: 10th EAI International Conference, INTETAIN 2018, Proceedings. Cortez, P., Magalhães, L., Portela, C. F., Adão, T. & Branco, P. (eds.). Springer Verlag, p. 75-84 10 p. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST; vol. 273).

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

Human computer interaction
Communication
Costs

What Could Go Wrong?! 2nd Workshop: Lessons Learned When Doing HRI User Studies with Off-the-Shelf Social Robots

Elprama, S. A., Ligthart, M., Jacobs, A., Hindriks, K. & Winkle, K., 22 Mar 2019, HRI 2019 - 14th ACM/IEEE International Conference on Human-Robot Interaction. IEEE Computer Society, p. 677-678 2 p. 8673260

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

Robots
Health care
Education

Yardstick: A benchmark for minecraft-like services

Van Der Sar, J., Donkervliet, J. & Iosup, A., 4 Apr 2019, ICPE 2019 - Proceedings of the 2019 ACM/SPEC International Conference on Performance Engineering. New York, NY: Association for Computing Machinery, Inc, p. 242-252 11 p.

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

Servers
Scalability
Experiments
2018

A computational network model for the effects of certain types of dementia on social functioning

Commu, C., Treur, J., Dols, A. & Pijnenburg, Y. A. L., 2018, Computational Collective Intelligence: 10th International Conference, ICCCI 2018, Proceedings. Nguyen, N. T., Pimenidis, E., Khan, Z. & Trawinski, B. (eds.). Springer/Verlag, Vol. 1. p. 119-133 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11055 LNAI).

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

Open Access
Dementia
Computational Model
Network Model
Person
Causal Model

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 JournalArticleAcademicpeer-review

Open Access
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 JournalArticleAcademicpeer-review

social learning
coach
Specifications
Sensors
cognitive learning
Dementia
Emotions
Therapeutics

An adaptive network model for a possible therapy for the effects of a certain type of dementia on social functioning

Commu, C., Treur, J., Dols, A. & Pijnenburg, Y. A. L., Oct 2018, In : Biologically Inspired Cognitive Architectures. 26, p. 145-158 14 p.

Research output: Contribution to JournalArticleAcademicpeer-review

Open Access
Dementia
Emotions
Therapeutics
Deep Brain Stimulation
Major Depressive Disorder
Learning
Depression
Brain

An adaptive Network-Oriented cognitive model for Major Depression and its treatment

Van Der Poel, M. A. & Treur, J., Oct 2018, In : Biologically Inspired Cognitive Architectures. 26, p. 159-165 7 p.

Research output: Contribution to JournalArticleAcademicpeer-review

Open Access
Deep Brain Stimulation
Major Depressive Disorder
Learning
Depression
Brain

An adaptive temporal-causal network model for decision making under acute stress

Treur, J. & Mohammadi Ziabari, S. S., 2018, Computational Collective Intelligence: 10th International Conference, ICCCI 2018, Proceedings. Nguyen, N. T., Trawinski, B., Pimenidis, E. & Khan, Z. (eds.). Springer/Verlag, Vol. 2. p. 13-25 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11056 LNAI).

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

Open Access
Causal Model
Acute
Network Model
Decision making
Decision Making

Analysing the Relative Importance of Robot Brains and Bodies

Jelisavcic, M., 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 contributionAcademicpeer-review

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 contributionAcademicpeer-review

Open Access
File
Learning algorithms
Learning systems
Tuning
Information Dissemination
Emotions
Amplification
Tuning

A temporal-causal network model for the effect of emotional charge on information sharing

Schoenmaker, R., Treur, J. & Vetter, B., Oct 2018, In : Biologically Inspired Cognitive Architectures. 26, p. 136-144 9 p.

Research output: Contribution to JournalArticleAcademicpeer-review

Open Access
Information Dissemination
Emotions
Amplification
Tuning

Automatic root cause identification using most probable alignments

Koorneef, M., Solti, A., Leopold, H. & Reijers, H. A., 2018, Business Process Management Workshops - BPM 2017 International Workshops, Revised Papers. Springer/Verlag, p. 204-215 12 p. (Lecture Notes in Business Information Processing; vol. 308).

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

Probable
Alignment
Roots
Process Model
Assign

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 proceedingChapterAcademicpeer-review

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 proceedingChapterAcademicpeer-review

Social Behavior
Social Media
Computational Analysis
Mathematical Analysis
Computational Model

Computational analysis of bullying behavior in the social media era

Jabeen, F. & Treur, J., 2018, Computational Collective Intelligence: 10th International Conference, ICCCI 2018, Proceedings. Nguyen, N. T., Pimenidis, E., Khan, Z. & Trawinski, B. (eds.). Springer/Verlag, Vol. 1. p. 192-205 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11055 LNAI).

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

Open Access
Social Behavior
Social Media
Computational Analysis
Mathematical Analysis
Computational Model

Computational model for reward-based generation and maintenance of motivation

Taj, F., Klein, M. C. A. & van Halteren, A., 2018, Brain Informatics: International Conference, BI 2018, Proceedings. Yang, Y., Yamamoto, V., Wang, S., Jones, E., Su, J., Mitchell, T. & Iasemidis, L. (eds.). Springer - Verlag, p. 41-51 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11309 LNAI).

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

Open Access
File
Reward
Computational Model
Maintenance
Hebbian Learning
Student Learning
Open Access
File

Connecting KOSs and the LOD Cloud

Szostak, R., Scharnhorst, A., Beek, W. & Smiraglia, R. P., 2018, (Accepted/In press) In : Proceedings of the 15th International ISKO Conference.

Research output: Contribution to JournalArticleAcademicpeer-review

Terminology

Contagious: Modeling the Spread of Behaviours, Perceptions and Emotions in Social Networks

Fernandes de Mello Araujo, E., 2018, 253 p.

Research output: PhD ThesisPhD Thesis - Research VU, graduation VUAcademic

Open Access
File

Creating an organization-dataset through entity linking: RISIS Deliverable 8.3

Idrissou, O. A. K., Khalili, A., van den Besselaar, P. A. A. & van Harmelen, F., Jun 2018, Amsterdam: Vrije Universtiteit. 38 p.

Research output: Book / ReportBookAcademicpeer-review

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 contributionAcademicpeer-review

Open Access
File
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 contributionAcademicpeer-review

Supervised learning
Classifiers

Detecting erroneous identity links on the web using network metrics

Raad, J., Beek, W., van Harmelen, F., Pernelle, N. & Saïs, F., 2018, The Semantic Web – ISWC 2018 - 17th International Semantic Web Conference, 2018, Proceedings. Suárez-Figueroa, M. C., Presutti, V., Kaffee, L-A., Simperl, E., Sabou, M., Vrandecic, D., Celino, I. & Bontcheva, K. (eds.). Springer/Verlag, p. 391-407 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11136 LNCS).

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

Open Access
File
Semantic Web
Thing
Metric
Community Structure
Date