Research Output 1976 2020

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Conference contribution
2019

A boxology of design patterns for hybrid learning and reasoning systems

van Harmelen, F. & Ten Teije, A., 8 Nov 2019, BNAIC/BENELEARN 2019 Proceedings of the Reference AI & ML Conference for Belgium, Netherlands & Luxemburg : Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019) Brussels, Belgium, November 6-8, 2019. Beuls, K., Bogaerts, B., Bontempi, G., Geurts, P., Harley, N., Lebichot, B., Lenaerts, T., Louppe, G. & Van Eecke, P. (eds.). CEUR-WS, p. 1-2 2 p. (CEUR Workshop Proceedings; vol. 2491).

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

Knowledge engineering
Knowledge representation
Computer science
Learning systems
Software engineering

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

de Bever, S., Formolo, D., Wang, S. & Bosse, T., Jul 2019, Human-Computer Interaction. Perspectives on Design: Thematic Area, HCI 2019, Held as Part of the 21st HCI International Conference, HCII 2019, Orlando, FL, USA, July 26–31, 2019, Proceedings. Kurosu, M. (ed.). Springer Verlag, Vol. 1. 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 Robot Math Tutor that Gives Feedback

Hindriks, K. V. & Liebens, S., 2019, Social Robotics: 11th International Conference, ICSR 2019, Madrid, Spain, November 26–29, 2019, Proceedings. Salichs, M. A., Ge, S. S., Barakova, E. I., Cabibihan, J-J., Wagner, A. R., Castro-González, Á. & He, H. (eds.). Springer, p. 601-610 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11876 LNAI).

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

Robot
Robots
Design Patterns
Feedback
Interaction Design

A serious game for training verbal resilience to doorstep scams

van der Lubbe, L. M., Gerritsen, C., Formolo, D., Otte, M. & Bosse, T., 2019, Games and Learning Alliance: 7th International Conference, GALA 2018, Palermo, Italy, December 5–7, 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 social network model for integration of refugees

Curi, F., Nikolopoulos, D. & De Mello Araújo, E. F., 31 Jul 2019, SIMULTECH 2019: Proceedings of the 9th International Conference on Simulation and Modeling Methodologies, Technologies and Applications. Obaidat, M., Obaidat, M., Oren, T. & Szczerbicka, H. (eds.). SciTePress, Vol. 1. p. 165-175 11 p.

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

Social Networks
Network Model
Social Network Analysis
Vertex of a graph
Electric network analysis

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

Body symmetry in morphologically evolving modular robots

van de Velde, T., Rossi, C. & Eiben, A. E., 2019, Applications of Evolutionary Computation: 22nd International Conference, EvoApplications 2019, Held as Part of EvoStar 2019, Leipzig, Germany, April 24–26, 2019, Proceedings. Castillo, P. A. & Kaufmann, P. (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).

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

Modular robots
Animals
Robot
Earth (planet)
Robots

Classification of skin pigmented lesions based on deep residual network

Qi, Y., Lin, S. & Huang, Z., 2019, Health Information Science: 8th International Conference, HIS 2019, Xi'an, China, October 18–20, 2019, Proceedings. Wang, H., Siuly, S., Zhang, Y., Zhou, R., Martin-Sanchez, F. & Huang, Z. (eds.). Springer, p. 58-67 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11837 LNCS).

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

Skin
Adjustment
Patient treatment
Melanoma
Multi-class Classification

ClustreaM-GT: Online clustering for personalization in the health domain

Grua, E. M., Hoogendoorn, M., Malavolta, I., Lago, P. & Eiben, A. E., 14 Oct 2019, Proceedings - 2019 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2019. Barnaghi, P., Gottlob, G., Manolopoulos, Y., Tzouramanis, T. & Vakali, A. (eds.). Association for Computing Machinery, Inc, p. 270-275 6 p. (Proceedings - 2019 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2019).

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

Health
Clustering algorithms
Time series

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

Contextual entity disambiguation in domains with weak identity criteria: Disambiguating golden age amsterdamers

Idrissou, A., Zamborlini, V., Van Harmelen, F. & Latronico, C., 23 Sep 2019, K-CAP 2019: Proceedings of the 10th International Conference on Knowledge Capture. Association for Computing Machinery, Inc, p. 259-262 4 p.

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

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

Open Access
File
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., 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, Graz, Austria, July 9–11, 2019, Proceedings. Wotawa, F., Pill, I., Koitz-Hristov, R., Friedrich, G. & Ali, M. (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

Document recommendation based on interests of co-authors for brain science

Zhong, H. & Huang, Z., 2019, Health Information Science: 8th International Conference, HIS 2019, Xi'an, China, October 18–20, 2019,Proceedings. Wang, H., Siuly, S., Zhang, Y., Zhou, R., Martin-Sanchez, F. & Huang, Z. (eds.). Springer, p. 108-118 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11837 LNCS).

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

Recommendations
Brain
Information services
Information Services
Experiments

Effects of environmental conditions on evolved robot morphologies and behavior

Miras, K. & Eiben, A. E., 13 Jul 2019, GECCO 2019 - Proceedings of the 2019 Genetic and Evolutionary Computation Conference. Association for Computing Machinery, Inc, p. 125-132 8 p.

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

Robot
Modular robots
Robots
Evolutionary Robotics
Robotics

End-to-End Personalization of Digital Health Interventions using Raw Sensor Data with Deep Reinforcement Learning: A comparative study in digital health interventions for behavior change

El Hassouni, A., Hoogendoorn, M., Eiben, A. E., Van Otterlo, M. & Muhonen, V., 14 Oct 2019, WI '19 - IEEE/WIC/ACM International Conference on Web Intelligence - Proceedings. Barnaghi, P., Gottlob, G., Manolopoulos, Y., Tzouramanis, T. & Vakali, A. (eds.). New York, NY: Association for Computing Machinery, Inc, p. 258-264 7 p. (Proceedings - 2019 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2019).

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

Reinforcement learning
Health
Sensors
Mobile phones
Accelerometers

Entity Enabled Relation Linking

Pan, J. Z., Zhang, M., Singh, K., van Harmelen, F., Gu, J. & Zhang, Z., 2019, The Semantic Web – ISWC 2019: 18th International Semantic Web Conference, Auckland, New Zealand, October 26–30, 2019, Proceedings. Ghidini, C., Hartig, O., Maleshkova, M., Svátek, V., Cruz, I., Hogan, A., Song, J., Lefrançois, M. & Gandon, F. (eds.). Springer, Vol. 1. p. 523-538 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11778 LNCS).

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

Linking
Graph in graph theory
Question Answering
Natural Language
Baseline

Evaluating Cognitive and Affective Intelligent Agent Explanations in a Long-Term Health-Support Application for Children with Type 1 Diabetes

Kaptein, F., Broekens, J., Hindriks, K. & Neerincx, M., 1 Sep 2019, 2019 8th International Conference on Affective Computing and Intelligent Interaction, ACII 2019. Institute of Electrical and Electronics Engineers Inc., p. 304-310 7 p. 8925526. (2019 8th International Conference on Affective Computing and Intelligent Interaction, ACII 2019).

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

Intelligent agents
Medical problems
Type 1 Diabetes Mellitus
Health
Human robot interaction

Evidence-based analysis of neurotransmitter modulation by gut microbiota

Liu, T. & Huang, Z., 2019, Health Information Science: 8th International Conference, HIS 2019, Xi’an, China, October 18–20, 2019, Proceedings. Wang, H., Siuly, S., Zhang, Y., Zhou, R., Martin-Sanchez, F. & Huang, Z. (eds.). Springer, p. 238-249 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11837 LNCS).

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

Modulation
Metabolism
Pathway
Evidence
Evaluate

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

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

Extracting Novel Facts from Tables for Knowledge Graph Completion

Kruit, B., Boncz, P. & Urbani, J., 2019, The Semantic Web – ISWC 2019: 18th International Semantic Web Conference, Auckland, New Zealand, October 26–30, 2019, Proceedings. Ghidini, C., Hartig, O., Maleshkova, M., Svátek, V., Cruz, I., Hogan, A., Song, J., Lefrançois, M. & Gandon, F. (eds.). Springer, Vol. 1. p. 364-381 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11778 LNCS).

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

Completion
Tables
Tuning
Graph in graph theory
Experiments

Getting Acquainted for a Long-Term Child-Robot Interaction

Ligthart, M., Neerincx, M. A. & Hindriks, K. V., 2019, Social Robotics: 11th International Conference, ICSR 2019, Madrid, Spain, November 26–29, 2019, Proceedings. Salichs, M. A., Ge, S. S., Barakova, E. I., Cabibihan, J-J., Wagner, A. R., Castro-González, Á. & He, H. (eds.). Springer, p. 423-433 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11876 LNAI).

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

Robot
Robots
Interaction
Children
Interaction Design

GP-HD: Using genetic programming to generate dynamical systems models for health care

Hoogendoorn, M., Van Breda, W. & Ruwaard, J., 14 Oct 2019, Proceedings - 2019 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2019. Barnaghi, P., Gottlob, G., Manolopoulos, Y., Tzouramanis, T. & Vakali, A. (eds.). Association for Computing Machinery, Inc, p. 1-8 8 p. (Proceedings - 2019 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2019).

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

Genetic programming
Health care
Dynamical systems
Health
Data storage equipment

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

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

Jabeen, F., Treur, J. & Gerritsen, C., 2019, PRIMA 2019: Principles and Practice of Multi-Agent Systems: 22nd International Conference, Turin, Italy, October 28–31, 2019, Proceedings. Baldoni, M., Dastani, M., Liao, B., Sakurai, Y. & Wenkstern, R. Z. (eds.). Springer, p. 559-567 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11873 LNAI).

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

Open Access
Feedback
Blogs
Websites
Tuning
Communication

Modelling and querying lists in RDF: A pragmatic study

Daga, E., Meroño Peñuela, A. & Motta, E., 15 Nov 2019, QuWeDa 2019: Proceedings of the QuWeDa 2019: 3rd Workshop on Querying and Benchmarking the Web of Data co-located with 18th International Semantic Web Conference (ISWC 2019) Auckland, New Zealand, October 26-30, 2019. Saleem, M., Hogan, A., Usbeck, R., Ngonga Ngomo, A-C. & Verborgh, R. (eds.). CEUR-WS, p. 21-36 16 p. (CEUR Workshop Proceedings; vol. 2496).

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

Availability
Benchmarking
Invariance
Data structures

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

Observing LOD Using Equivalent Set Graphs: It Is Mostly Flat and Sparsely Linked

Asprino, L., Beek, W., Ciancarini, P., van Harmelen, F. & Presutti, V., 2019, The Semantic Web – ISWC 2019: 18th International Semantic Web Conference, Auckland, New Zealand, October 26–30, 2019, Proceedings. Ghidini, C., Hartig, O., Maleshkova, M., Svátek, V., Cruz, I., Hogan, A., Song, J., Lefrançois, M. & Gandon, F. (eds.). Springer, p. 57-74 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11778 LNCS).

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

Equivalent sets
Linked Data
Open Source
Empirical Study
Semantics

OncoNetExplainer: Explainable predictions of cancer types based on gene expression data

Karim, M. R., Cochez, M., Beyan, O., Decker, S. & Lange, C., 26 Dec 2019, 2019 IEEE 19th International Conference on Bioinformatics and Bioengineering (BIBE): Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 415-422 8 p. 8941872

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

Biomarkers
Gene expression
Genes
Neural networks
Gene Expression

On the impact of sameAs on schema matching

Raad, J., Acar, E. & Schlobach, S., Nov 2019, K-CAP '19 Proceedings of the 10th International Conference on Knowledge Capture. Association for Computing Machinery, Inc, p. 77-84 8 p.

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

File
Semantics
Knowledge representation
Experiments

Parameter Optimization for Deriving Bluetooth-Based Social Network Graphs

Simoski, B., Klein, M. C. A., Araújo, E. F. D. M., van Halteren, A., Van Woudenberg, T. J., Bevelander, K. E., Buijzen, M. & Bal, H., Aug 2019, 5th IEEE International Conference on Internet of People (IoP 2019).

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

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

Wang, H., Siuly, S., Zhou, R., Martin-Sanchez, F., Zhang, Y. & Huang, Z., 1 Jan 2019, 8th International Conference on Health Information Science, HIS 2019; Xi'an; China; 18 October 2019 through 20 October 2019. Wang, H., Siuly, S., Zhang, Y., Zhou, R., Martin-Sanchez, F. & Huang, Z. (eds.). Vol. 11837 LNCS. p. v-vi (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 contributionAcademicpeer-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., 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

Question similarity in community question answering: A systematic exploration of preprocessing methods and models

Kunneman, F., Ferreira, T. C., Van Den Bosch, A. & Krahmer, E., 8 Nov 2019, BNAIC/BENELEARN 2019 Proceedings of the Reference AI & ML Conference for Belgium, Netherlands & Luxemburg : Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019) Brussels, Belgium, November 6-8, 2019. Beuls, K., Bogaerts, B., Bontempi, G., Geurts, P., Harley, N., Lebichot, B., Lenaerts, T., Louppe, G. & Van Eecke, P. (eds.). CEUR-WS, 3 p. (CEUR Workshop Proceedings; vol. 2491).

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

Reinforcement learning for personalized dialogue management

Den Hengst, F., Hoogendoorn, M., Van Harmelen, F. & Bosman, J., 14 Oct 2019, Proceedings - 2019 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2019. Barnaghi, P., Gottlob, G., Manolopoulos, Y., Tzouramanis, T. & Vakali, A. (eds.). Association for Computing Machinery, Inc, p. 59-67 9 p. (Proceedings - 2019 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2019).

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

Reinforcement learning

Self-adaptation in mobile apps: A systematic literature study

Grua, E. M., Malavolta, I. & Lago, P., 25 May 2019, Proceedings - 2019 IEEE/ACM 14th International Symposium on Software Engineering for Adaptive and Self-Managing Systems, SEAMS 2019: New Ideas and Emerging Technologies Results Track (ICSE-NIER). IEEE Computer Society, p. 51-62 12 p. 8787041. (ICSE Workshop on Software Engineering for Adaptive and Self-Managing Systems; vol. 2019-May).

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

Application programs
Smartphones

Semantic processing of personality description for depression patients

Huang, Z., Hu, Q., Wang, H., Zhang, Y., Yang, J. & Wang, G., 2019, Health Information Science: 8th International Conference, HIS 2019, Xi'an, China, October 18–20, 2019, Proceedings. Wang, H., Siuly, S., Zhang, Y., Zhou, R., Martin-Sanchez, F. & Huang, Z. (eds.). Springer, p. 263-275 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11837 LNCS).

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

Electronic medical equipment
Semantics
Processing
Electronics
Personality

Surrogate models for enhancing the efficiency of neuroevolution in reinforcement learning

Stork, J., Bartz-Beielstein, T., Zaefferer, M. & Eiben, A. E., 13 Jul 2019, GECCO 2019 - Proceedings of the 2019 Genetic and Evolutionary Computation Conference. Association for Computing Machinery, Inc, p. 934-942 9 p.

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

Neuroevolution
Surrogate Model
Reinforcement learning
Reinforcement Learning
Fitness

Time Recognition of Chinese Electronic Medical Record of Depression Based on Conditional Random Field

Lin, S., Zhao, Y. & Huang, Z., 5 Dec 2019, Brain Informatics - 12th International Conference, BI 2019, Proceedings. Liang, P., Goel, V. & Shan, C. (eds.). Springer, p. 149-158 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11976 LNAI).

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

Electronic medical equipment
Conditional Random Fields
Glossaries
Electronics
Regular Expressions

Towards humanlike chatbots helping users cope with stressful situations

Medeiros, L., Gerritsen, C. & Bosse, T., 2019, Computational Collective Intelligence: 11th International Conference, ICCCI 2019, Proceedings. Nguyen, N. T., Chbeir, R., Exposito, E., Aniorté, P., Trawinski, B. & Nguyen, N. T. (eds.). Springer Verlag, p. 232-243 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11683 LNAI).

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

Learning systems
Text Mining
Feedback
Recommendations
Machine Learning

Trace Clustering on Very Large Event Data in Healthcare Using Frequent Sequence Patterns

Lu, X., Tabatabaei, S. A., Hoogendoorn, M. & Reijers, H. A., 2019, Business Process Management: 17th International Conference, BPM 2019, Proceedings. Hildebrandt, T., van Dongen, B. F., Röglinger, M. & Mendling, J. (eds.). Springer Verlag, p. 198-215 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11675 LNCS).

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

Healthcare
Trace
Clustering
Pathway
Medical problems

Triplifying equivalence set graphs

Asprino, L., Beek, W., Ciancarini, P., van Harmelen, F. & Presutti, V., Oct 2019, ISWC 2019 Satellites: Proceedings of the ISWC 2019 Satellite Tracks (Posters & Demonstrations, Industry, and Outrageous Ideas) co-located with 18th International Semantic Web Conference (ISWC 2019), Auckland, New Zealand, October 26-30, 2019. Suárez-Figueroa, M. C., Cheng, G., Gentile, A. L., Guéret, C., Keet, M. & Bernstein, A. (eds.). CEUR-WS, p. 253-256 4 p. (CEUR Workshop Proceedings; vol. 2456).

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

Semantics
Computer hardware
Ontology
Data structures
Hardware

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, Pervasive Health'19: Proceedings of the 13th EAI International Conference on Pervasive Computing Technologies for Healthcare . Association for Computing Machinery, p. 198-207 10 p. (ACM International Conference Proceeding Series).

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

Open Access
File
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