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2020

Applying machine learning on patient-reported data to model the selection of appropriate treatments for low back pain: A Pilot Study

Oude Nijeweme - d'Hollosy, W., van Velsen, L., Poel, M., Groothuis-Oudshoorn, C., Soer, R., Stegeman, P. & Hermens, H., 24 Feb 2020, Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020) . SCITEPRESS, Vol. 5: HEALTHINF. p. 117-124 8 p.

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

Evaluating CNN interpretability on sketch classification

Theodorus, A., Nauta, M. & Seifert, C., 31 Jan 2020, 12th International Conference on Machine Vision, ICMV 2019. Osten, W., Nikolaev, D. & Zhou, J. (eds.). SPIE Press, 114331Q. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11433).

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

Open Access
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2 Downloads (Pure)

Interpersonal EEG synchrony while listening to a story recorded using consumer-grade EEG devices

Thammasan, N., Brouwer, A. M., Poel, M. & van Erp, J., 1 Jan 2020, Information Systems and Neuroscience - NeuroIS Retreat 2019. Davis, F. D., Riedl, R., vom Brocke, J., Léger, P-M., Randolph, A. & Fischer, T. (eds.). Springer US, p. 253-259 7 p. (Lecture Notes in Information Systems and Organisation; vol. 32).

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

File
1 Citation (Scopus)
38 Downloads (Pure)

Privacy Value Modeling: A Gateway To Ethical Big Data Handling

Sohail, S. A., Krabbe, J., de Alencar Silva, P. & Bukhsh, F. A., 18 Mar 2020, VMBO 2020: Value Modelling and Business Ontologies. Roelens, B., Laurier, W., Poels, G. & Weigand, H. (eds.). CEUR, p. 5-15 11 p. (CEUR Workshop Proceedings; vol. 2574).

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

Open Access
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12 Downloads (Pure)

UnFOOT - Unsupervised Football Analytics Tool

Coutinho, J. C., Moreira, J. & Rebelo de Sá, C., 30 Apr 2020, Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2019, Würzburg, Germany, September 16–20, 2019, Proceedings, Part III. Springer, p. 786-789 (Lecture notes in computer science; vol. 11908).

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

2019

An Agent-Based Process Mining Architecture for Emergent Behavior Analysis

Bemthuis, R. H., Koot, M., Mes, M. R. K., Bukhsh, F. A., Iacob, M. & Meratnia, N., 21 Nov 2019, 2019 IEEE 23rd International Enterprise Distributed Object Computing Workshop (EDOCW). IEEE, Vol. 23. p. 54-64 11 p. 8907303

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

2 Citations (Scopus)
18 Downloads (Pure)

An Efficient Scheme for Prototyping kNN in the Context of Real-Time Human Activity Recognition

Ferreira, P. J. S., Magalhães, R. M. C., Dearo Garcia, K., Cardoso, J. M. P. & Mendes-Moreira, J., 2019, Intelligent Data Engineering and Automated Learning – IDEAL 2019: 20th International Conference, Manchester, UK, November 14–16, 2019, Proceedings, Part I. Yin, H., Camacho, D., Tino, P., Tallón-Ballesteros, A. J. & Menezes, R. (eds.). Cham: Springer, p. 486-493 (Lecture Notes in Computer Science; vol. 11871)(Information Systems and Applications, incl. Internet/Web, and HCI).

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

A novel, simple and objective method to detect movement artefacts in electrodermal activity

Thammasan, N., Stuldreher, I., Wismeijer, D., Poel, M., van Erp, J. & Brouwer, A-M., Sep 2019, 2019 8th International Conference on Affective Computing and Intelligent Interaction, ACII 2019. Piscataway, NJ: IEEE, p. 371-377 7 p. 8925512. (International Conference on Affective Computing and Intelligent Interaction (ACII); vol. 2019).

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

BACRank: Ranking building automation and control system components by business continuity impact

Esquivel-Vargas, H., Caselli, M., Tews, E., Bucur, D. & Peter, A., 8 Aug 2019, Computer Safety, Reliability, and Security: 38th International Conference, SAFECOMP 2019, Proceedings. Romanovsky, A., Troubitsyna, E. & Bitsch, F. (eds.). Springer Verlag, p. 183-199 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11698 LNCS).

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

Building robust models for Human Activity Recognition from raw accelerometers data using Gated Recurrent Units and Long Short Term Memory Neural Networks

Okai, J., Paraschiakos, S., Beekman, M., Knobbe, A. & Pinho Rebelo de Sá, C. F., 23 Jul 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). Piscataway, NJ: IEEE, 6 p. (Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC); vol. 2019, no. 41).

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

Building Robust Prediction Models for Defective Sensor Data Using Artificial Neural Networks

Pinho Rebelo de Sá, C. F., Kumar, A., Ferreira, H. & Soares, C., 1 May 2019, 14th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2019). Quintián, H., Sáez Muñoz, J. A., Corchado, E., Martínez Álvarez, F. & Troncoso Lora, A. (eds.). Vol. 950. p. 142-153 12 p. (Advances in Intelligent Systems and Computing; vol. 950).

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

Open Access
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1 Citation (Scopus)
45 Downloads (Pure)

Collaborative learning for classification and prediction of building energy flexibility

Kumar, A., Mocanu, E., Babar, M. & Nguyen, P. H., 21 Nov 2019, Proceedings of 2019 IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe). IEEE, 8905597

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

1 Citation (Scopus)

Collaborative learning for classification and prediction of building energy flexibility

Kumar, A., Mocanu, E., Babar, M. & Nguyen, P. H., 2019, (Accepted/In press) 9th IEEE PES Innovative Smart Grid Technology Conference Europe. IEEE, 5 p.

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

File
61 Downloads (Pure)

Comparing Process Models for Patient Populations: Application in Breast Cancer Care

Marazza, F., Bukhsh, F. A., Vijlbrief, O., Geerdink, J., Pathak, S., van Keulen, M. & Seifert, C., 1 Jan 2019, Business Process Management Workshops - BPM 2019 International Workshops, Revised Selected Papers. Di Francescomarino, C., Dijkman, R. & Zdun, U. (eds.). Cham: Springer, p. 496-507 12 p. (Lecture Notes in Business Information Processing; vol. 362).

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

1 Downloads (Pure)

Ensemble Clustering for Novelty Detection in Data Streams

Garcia, K. D., de Faria, E. R., de Sá, C. R., Mendes-Moreira, J., Aggarwal, C. C., de Carvalho, A. C. P. L. F. & Kok, J. N., 1 Jan 2019, Discovery Science : 22nd International Conference, DS 2019, Splitm, Croatia, October 28-30, 2019. Proceedings. Kralj Novak, P., Džeroski, S. & Šmuc, T. (eds.). Cham: Springer, p. 460-470 11 p. (Lecture Notes in Artificial Intelligence; subseries of Lecture Notes in Computer Science; vol. 11828 LNAI).

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

2 Downloads (Pure)

Evolution of Compliance Checking in Process Mining Discipline

Elhagaly, M., Drvoderic, K., Kippers, R. G. & Bukhsh, F. A., 25 Mar 2019, 2019 2nd International Conference on Computing, Mathematics and Engineering Technologies (iCoMET). IEEE

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

1 Citation (Scopus)

Fault Trees from Data: Efficient Learning with an Evolutionary Algorithm

Linard, A., Bucur, D. & Stoelinga, M., 2019, Dependable Software Engineering. Theories, Tools, and Applications: 5th International Symposium, SETTA 2019, Shanghai, China, November 27-29, 2019, Proceedings. Guan, N., Katoen, J-P. & Sun, J. (eds.). Cham: Springer, p. 19-37 19 p. (Lecture Notes in Computer Science; vol. 11951)(Programming and Software Engineering).

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

FFORT: A benchmark suite for fault tree analysis

Ruijters, E. J. J., Budde, C. E., Chenariyan Nakhaee, M., Stoelinga, M. I. A., Bucur, D., Hiemstra, D. & Schivo, S., 2019, ESREL 2019: Proceedings of the 29th European Safety and Reliability Conference. Beer, M. & Zio, E. (eds.). Research Publishing, p. 22-26

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

Open Access
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48 Downloads (Pure)

Finger-vein Pattern Recognition Based on ICP on Contours

Normakristagaluh, P., Spreeuwers, L. & Veldhuis, R. N. J., 28 May 2019, 2019 Symposium on Information Theory and Signal Processing in the Benelux. Callebaut, G., Verniers, K. & Cox, B. (eds.). Leuven: Katholieke Universiteit Leuven, p. 97-101 5 p.

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

Open Access
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21 Downloads (Pure)

From Traditional to Technologically Influenced Audit : A Compliance Perspective

Bukhsh, F. A., Silva, P. D. A., Bukhsh, B. A. & Syed, S., 17 Jan 2019, 2018 International Conference on Frontiers of Information Technology (FIT). IEEE, p. 164-169

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

2 Downloads (Pure)

Induction of Fault Trees through Bayesian Networks

Linard, A., Bueno, M., Bucur, D. & Stoelinga, M. I. A., 2019, Proceedings of the 29th European Safety and Reliability Conference (ESREL). Beer, M. & Zio, E. (eds.). Research Publishing, p. 910-918 9 p.

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

KnowBots: Discovering Relevant Patterns in Chatbot Dialogues

Rivolli, A., Amaral, C., Guardão, L., de Sá, C. R. & Soares, C., 16 Oct 2019, Discovery Science : 22nd International Conference, DS 2019, Split, Croatia, October 28-30, 2019. Proceedings. Kralj Novak, P., Džeroski, S. & Šmuc, T. (eds.). Cham: Springer, p. 481-492 12 p. (Lecture Notes in Artificial Intelligence ; subseries of Lecture Notes in Computer Science; vol. 11828 LNAI).

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

1 Citation (Scopus)

Likelihood Ratio based Loss to finetune CNNs for Very Low Resolution Face Verification

Zeng, D., Veldhuis, R., Spreeuwers, L. & Zhao, Q., Jun 2019, 2019 International Conference on Biometrics, ICB 2019. Piscataway, NJ: IEEE, 8987249. (International Conference on Biometrics, ICB; vol. 2019).

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

Likelihood Ratio based Loss to fine tune CNNs for Very Low Resolution Face Verification

Zeng, D., Veldhuis, R. N. J., Spreeuwers, L. & Zhao, Q., 5 Jun 2019, The 12th IAPR International Conference on Biometrics (ICB 2019). Nixon, M. & Flynn, P. J. (eds.). p. 1 8 p.

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

1 Downloads (Pure)

Machine Learning for Cooperative Driving in a Multi-Lane Highway Environment

Chandramohan, A., Poel, M., Meijerink, B. & Heijenk, G., 13 Jun 2019, 2019 Wireless Days, WD 2019. IEEE Computer Society, 8734192

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

Mind the Gap: A practical framework for classifiers in a forensic context

Zeinstra, C., Meuwly, D., Veldhuis, R. & Spreeuwers, L., 25 Apr 2019, 2018 IEEE 9th International Conference on Biometrics Theory, Applications and Systems, BTAS 2018. Piscataway, NJ: IEEE, 8698583. (IEEE nternational Conference on Biometrics Theory, Applications and Systems (BTAS); vol. 2018).

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

Open Access
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1 Citation (Scopus)
22 Downloads (Pure)

Mining Exceptional Social Behaviour

Jorge, C. C., Atzmueller, M., Heravi, B. M., Gibson, J. L., de Sá, C. R. & Rossetti, R. J. F., 1 Jan 2019, Progress in Artificial Intelligence: 19th EPIA Conference on Artificial Intelligence, EPIA 2019, Proceedings. Moura Oliveira, P., Novais, P. & Reis, L. P. (eds.). Springer, Vol. Part II. p. 460-472 13 p. (Lecture Notes in Computer Science; vol. 11805)(Lecture notes in Artificial Intelligence).

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

Mining Frequent Distributions in Time Series

Coutinho, J. C., Moreira, J. M. & de Sá, C. R., 1 Jan 2019, Intelligent Data Engineering and Automated Learning – IDEAL 2019: 20th International Conference, Manchester, UK, November 14–16, 2019, Proceedings. Yin, H., Allmendinger, R., Camacho, D., Tino, P., Tallón-Ballesteros, A. J. & Menezes, R. (eds.). Cham: Springer, Vol. II. p. 271-279 9 p. (Lecture Notes in Computer Science; vol. 11872)(Information Systems and Applications, incl. Internet/Web, and HCI).

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

Morphed Face Detection Based on Deep Color Residual Noise

Venkatesh, S., Ramachandra, R., Raja, K., Spreeuwers, L., Veldhuis, R. & Busch, C., Nov 2019, 2019 9th International Conference on Image Processing Theory, Tools and Applications, IPTA 2019. Piscataway, NJ: IEEE, 8936088. (International Conference on Image Processing Theory, Tools and Applications (IPTA); vol. 2019).

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

2 Citations (Scopus)

Multi-Resolution Face Recognition: The Behaviors of Local Binary Pattern at Different Frequency Bands

Lestriandoko, N. H., Spreeuwers, L. & Veldhuis, R., 28 May 2019, Proceedings of the 2019 Symposium on Information Theory and Signal Processing in the Benelux: May 28-29 2019, KU Leuven, Technologiecampus Gent, Belgium. Callebaut, G., Verniers, K. & Cox, B. (eds.). Leuven: Werkgemeenschap voor Informatie- en Communicatietheorie (WIC), p. 63-70 8 p.

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

Open Access
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17 Downloads (Pure)

Online Clustering for Novelty Detection and Concept Drift in Data Streams

Garcia, K. D., Poel, M., Kok, J. N. & de Carvalho, A. C. P. L. F., 1 Jan 2019, Progress in Artificial Intelligence: 19th EPIA Conference on Artificial Intelligence, EPIA 2019, Vila Real, Portugal, September 3–6, 2019, Proceedings. Moura Oliveira, P., Novais, P. & Reis, L. P. (eds.). Cham: Springer, p. 448-459 12 p. (Lecture Notes in Computer Science; vol. 11805)(Lecture Notes in Artificial Intelligence)(Lecture Notes in Bioinformatics).

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

1 Downloads (Pure)

The Best of both Worlds: Challenges in Linking Provenance and Explainability in Distributed Machine Learning

Scherzinger, S., Seifert, C. & Wiese, L., 2019, (Accepted/In press) Proceedings of the 39th International Conference on Distributed Computing Systems. IEEE Computer Society

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

Open Access
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26 Downloads (Pure)

The Recent Applications of Machine Learning in Rail Track Maintenance: A Survey

Nakhaee, M. C., Hiemstra, D., Stoelinga, M. & Noort, M. V., 2019, Reliability, Safety, and Security of Railway Systems. Modelling, Analysis, Verification, and Certification: Third International Conference, RSSRail 2019, Lille, France, June 4-6, 2019, Proceedings. Collart-Dutilleul, S., Lecomte, T. & Romanovsky, A. B. (eds.). Cham: Springer, p. 91-105 15 p. (Lecture Notes in Computer Science; vol. 11495).

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

3 Citations (Scopus)

Variance-Based Feature Importance in Neural Networks

de Sá, C. R., 16 Oct 2019, Discovery Science : 22nd International Conference, DS 2019, Split, Croatia, October 28-30, 2019. Proceedings. Kralj Novak, P., Džeroski, S. & Šmuc, T. (eds.). Cham: Springer, p. 306-315 10 p. (Lecture Notes in Artificial Intelligence; subseries of Lecture Notes in Computer Science; vol. 11828 LNAI).

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

2018

A cluster based prototype reduction for online classification

Dearo Garcia, K., de Carvalho, A. C. P. L. F. & Mendes-Moreira, J., 9 Nov 2018, Intelligent Data Engineering and Automated Learning - IDEAL 2018: 19th International Conference, Madrid, Spain, November 21–23, 2018, Proceedings, Part I. Yin, H., Camacho, D., Novais, P. & Tallón-Ballesteros, A. J. (eds.). Springer, p. 603-610 8 p. (Lecture Notes in Computer Science; vol. 11314).

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

3 Citations (Scopus)

A Likelihood Ratio Classifier for Histogram Features

Veldhuis, R., Raja, K. & Ramachandra, R., 21 Sep 2018, 2018 IEEE 9th International Conference on Biometrics Theory, Applications and Systems (BTAS). Piscataway, NJ: IEEE, 8 p. (IEEE International Conference on Biometrics Theory, Applications and Systems (BTAS); vol. 2018).

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

Open Access
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41 Downloads (Pure)

Analysing Author Self-Citations in Computer Science Publications

Milz, T. & Seifert, C., 1 Jan 2018, Database and Expert Systems Applications: DEXA 2018 International Workshops, BDMICS, BIOKDD, and TIR, Regensburg, Germany, September 3–6, 2018, Proceedings. Elloumi, M., Granitzer, M., Hameurlain, A., Seifert, C., Stein, B., Min Tjoa, A. & Wagner, R. (eds.). Springer, p. 289-300 12 p. (Communications in Computer and Information Science; vol. 903).

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

Open Access
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2 Citations (Scopus)
73 Downloads (Pure)

Analyzing excessive user feedback: A big data challenge

Bukhsh, F. A., Arachchige, J. J. & Malik, F., 2018, 2018 International Conference on Frontiers of Information Technology (FIT). p. 206-211

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

A Prototype of Finger-vein Phantom

Normakristagaluh, P., Spreeuwers, L. J. & Veldhuis, R. N. J., 31 May 2018, Proceedings of the 2018 Symposium on Information Theory and Signal Processing in the Benelux: May 31-1 June, 2018, University of Twente, Enschede, The Netherlands. Spreeuwers, L. & Goseling, J. (eds.). Enschede, The Netherlands: Werkgemeenschap voor Informatie- en Communicatietheorie (WIC), p. 163-166 4 p.

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

Open Access
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8 Downloads (Pure)

Automatic structuring of breast cancer radiology reports for quality assurance

Pathak, S., van Rossen, J., Vijlbrief, O., Geerdink, J., Seifert, C. & van Keulen, M., 17 Nov 2018, Proceedings of the Workshop on Data Mining in Biomedical Informatics and Healthcare (DMBIH 2018). Yu, J., Li, Z., Tong, H. & Zhu, F. (eds.). IEEE Computer Society, Vol. 2018-November. p. 732-739 8 p. 8637387

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

Open Access
File
1 Citation (Scopus)
67 Downloads (Pure)

Breaking Out of the Black Box in Automated Flower Recognition

Apriyanti, D. H., Spreeuwers, L. J. & Veldhuis, R. N. J., 2018, Proceedings of the 2018 Symposium on Information Theory and Signal Processing in the Benelux: May 31-1 June, 2018, University of Twente, Enschede, The Netherlands. Spreeuwers, L. & Goseling, J. (eds.). Enschede: Werkgemeenschap voor Informatie- en Communicatietheorie (WIC), p. 28-34 7 p.

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

Open Access
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17 Downloads (Pure)

Compliance Checking of Shipment Request by Utilizing Process Mining Concepts: An Evaluation of Smart Auditing Framework

Bukhsh, F. A. B. & Weigand, H. W., 16 Jan 2018, 2017 International Conference on Frontiers of Information Technology (FIT). IEEE, p. 235-240 6 p.

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

1 Citation (Scopus)
1 Downloads (Pure)

Content-Based Quality Estimation for Automatic Subject Indexing of Short Texts under Precision and Recall Constraints

Toepfer, M. & Seifert, C., 2018, Proceedings of the International Conference on Theory and Practice of Digital Libraries (TPDL).

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

Open Access
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1 Citation (Scopus)
42 Downloads (Pure)

Data pre-processing: Case of sensor data consistency based on Bi-temporal concepts

Bukhsh, F. A., De Alencar Silva, P. & Wienen, H., 5 Feb 2018, 2017 13th International Conference on Emerging Technologies (ICET). IEEE, p. 1-6 6 p.

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

Evaluating surrogate models for multi-objective influence maximization in social networks

Bucur, D., Iacca, G., Marcelli, A., Squillero, G. & Tonda, A., 6 Jul 2018, GECCO 2018 Companion : Proceedings of the 2018 Genetic and Evolutionary Computation Conference Companion. Association for Computing Machinery (ACM), p. 1258-1265 8 p.

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

Open Access

FEERCI: A Package for Fast Non-Parametric Confidence Intervals for Equal Error Rates in Amortized O(m log n)

Haasnoot, E., Khodabakhsh, A., Zeinstra, C., Spreeuwers, L. & Veldhuis, R., 10 Oct 2018, 2018 International Conference of the Biometrics Special Interest Group, BIOSIG 2018. Bromme, A., Uhl, A., Busch, C., Rathgeb, C. & Dantcheva, A. (eds.). Piscataway, NJ: IEEE, 5 p. 8553607. (International Conference of the Biometrics Special Interest Group (BIOSIG); vol. 2018).

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

Open Access
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31 Downloads (Pure)

Flipper 2.0: A Pragmatic Dialogue Engine for Embodied Conversational Agents

van Waterschoot, J. B., Bruijnes, M., Flokstra, J., Reidsma, D., Davison, D. P., Theune, M. & Heylen, D. K. J., 5 Nov 2018, Proceedings of the 18th International Conference on Intelligent Virtual Agents. 18 ed. ACM Press, p. 43-50 8 p.

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

4 Citations (Scopus)
3 Downloads (Pure)

Improving Multi-objective Evolutionary Influence Maximization in Social Networks

Bucur, D., Iacca, G., Marcelli, A., Squillero, G. & Tonda, A., 1 Jan 2018, Applications of Evolutionary Computation: 21st International Conference, EvoApplications 2018, Proceedings. Sim, K. & Kaufmann, P. (eds.). Springer, p. 117-124 8 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 contributionAcademicpeer-review

Open Access
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4 Citations (Scopus)
94 Downloads (Pure)

LIFT: Learning Fault Trees from Observational Data

Nauta, M., Bucur, D. & Stoelinga, M., 2018, Quantitative Evaluation of Systems: 15th International Conference, QEST 2018, Beijing, China, September 4-7, 2018, Proceedings. McIver, A. & Horvath, A. (eds.). Springer, (Lecture Notes in Computer Science; vol. 11024).

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

Open Access

Modelling Smart Buildings Using Fault Maintenance Trees

Abate, A., Budde, C. E., Cauchi, N., van Harmelen, A., Hoque, K. A. & Stoelinga, M. I. A., 3 Oct 2018, Computer Performance Engineering: 15th European Workshop, EPEW 2018, Paris, France, October 29-30, 2018, Proceedings. Bakhshi, R., Ballarini, P., Barbot, B., Castel-Taleb, H. & Remke, A. (eds.). Cham: Springer, p. 110-125 16 p. (Lecture Notes in Computer Science; vol. 11178).

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

Open Access
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31 Downloads (Pure)