Research Output 1976 2019

2019

A Boxology of Design Patterns for Hybrid Learning and Reasoning Systems

van Harmelen, F. & ten Teije, A., Jan 2019, In : JOURNAL OF WEB ENGINEERING. 18, 1-3, p. 97-123 27 p.

Research output: Contribution to JournalArticleAcademicpeer-review

A Multimodal Chatbot System for Enhancing Social Skills Training for Security Guards

de Bever, S., Formolo, D., Wang, S. & Bosse, T., 1 Jan 2019, Human-Computer Interaction. Perspectives on Design - Thematic Area, HCI 2019, Held as Part of the 21st HCI International Conference, HCII 2019, Proceedings. Kurosu, M. (ed.). Springer Verlag, p. 499-513 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11566 LNCS).

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

Dialogue Systems
Customers
Enhancement
Experiments
Experiment

A Multimodal Chatbot System for Enhancing Social Skills Training for Security Guards

de Bever, S., Formolo, D., Wang, S. & Bosse, T., Jul 2019, A Multimodal Chatbot System for Enhancing Social Skills Training for Security Guards. p. 499-513 15 p.

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

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

A Smartphone-based Infrastructure for Decentralized Partnership Formation

Bozdog, N. V., 2019, 132 p.

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

Open Access
File

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

Comparing encodings for performance and phenotypic exploration in evolving modular robots

Veenstra, F., Hart, E., Buchanan, E., Li, W., De Carlo, M. & Eiben, A. E., 13 Jul 2019, GECCO 2019 Companion - Proceedings of the 2019 Genetic and Evolutionary Computation Conference Companion. Association for Computing Machinery, Inc, p. 127-128 2 p. (GECCO 2019 Companion - Proceedings of the 2019 Genetic and Evolutionary Computation Conference Companion).

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

Modular robots
Encoding
Robot
Controllers
Progression

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

Evolutionary predator-prey robot systems: From simulation to real world

Lan, G., Chen, J. & Eiben, A. E., 13 Jul 2019, GECCO 2019 Companion - Proceedings of the 2019 Genetic and Evolutionary Computation Conference Companion. Association for Computing Machinery, Inc, p. 123-124 2 p. (GECCO 2019 Companion - Proceedings of the 2019 Genetic and Evolutionary Computation Conference Companion).

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

Predator-prey
Robot
Robots
Controller
Controllers

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

Identifying influence agents that promote physical activity through the simulation of social network interventions: Agent-based modeling study

Van Woudenberg, T. J., Simoski, B., Araújo, E. F. D. M., Bevelander, K. E., Burk, W. J., Smit, C. R., Buijs, L., Klein, M. & Buijzen, M., 5 Aug 2019, In : Journal of Medical Internet Research. 21, 8, 15 p., e12914.

Research output: Contribution to JournalArticleAcademicpeer-review

Open Access
File
Systems Analysis
Social Support
Exercise
Patient Selection
Health Behavior

Identity of Long-Tail Entities in Text

Ilievski, F., 2019, 227 p.

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

Open Access
File

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

Learning to Explain Anger: An Adaptive Humanoid-Agent for Cyber-Aggression

Jabeen, F., Treur, J. & Gerritsen, C., 28 Oct 2019, Proc. of the 22nd International Conference on Principles and Practice of Multi-Agent Systems, PRIMA’19. Springer, (Lecture Notes in Artificial Intelligence).

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

Feedback
Blogs
Websites
Tuning
Communication

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

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

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

Martin, A., Hinkelmann, K., Gerber, A., Lenat, D., van Harmelen, F. & Clark, P., Mar 2019, AAAI 2019 Spring Symposium on Combining Machine Learning with Knowledge Engineering: Proceedings of the AAAI 2019 Spring Symposium on Combining Machine Learning with Knowledge Engineering (AAAI-MAKE 2019). Stanford University, Palo Alto, California, USA, March 25-27, 2019. Martin, A. (ed.). CEUR-WS, 1 p. (CEUR Workshop Proceedings; vol. 2350).

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

Open Access
File

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., Jul 2019, Artificial Intelligence in Health: First International Workshop, AIH 2018Stockholm, Sweden, July 13–14, 2018 Revised Selected Papers. Koch, F., Koster, A., Bichindaritz, I. & Herrero, P. (eds.). Cham: Springer, p. VII-VIII 2 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11326).

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

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. 6, 4, p. 633-653 20 p.

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

File
Supervised learning
Semantics

Ten years of knowledge representation for health care (2009–2018): Topics, trends, and challenges

Riaño, D., Peleg, M. & ten Teije, A., Sep 2019, In : Artificial Intelligence in Medicine. 100, p. 1-12 12 p., 101713.

Research output: Contribution to JournalReview articleAcademicpeer-review

Knowledge representation
Health care
Guidelines
Delivery of Health Care
Ontology

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

Open Access
File
Servers
Scalability
Experiments

‘I ain’t like you’: A Complex Network Model of Digital Narcissism

Jabeen, F., Gerritsen, C. & Treur, J., 10 Dec 2019, Proc. of the 8th International Conference on Complex Networks and their Applications, COMPLEXNETWORKS'19.. Springer, (Studies in Computational Intelligence).

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

Complex networks
Feedback
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

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

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

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