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2019
22 Downloads (Pure)

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., 2019, 2019 IEEE 23rd International Enterprise Distributed Object Computing Workshop (EDOCW). IEEE, p. 54-64 11 p.

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

Open Access
File
Industry
Multi agent systems
Industrial plants
Information systems
Decision making

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

Automation
Ranking
Control System
Control systems
Industry

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

Accelerometers
Neural networks
Biomedical engineering
Recurrent neural networks
Bioelectric potentials
26 Downloads (Pure)

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
File
Neural networks
Sensors
Automotive fuels
Fuel systems
Industrial applications
37 Downloads (Pure)

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
Decision trees
Support vector machines
Energy utilization
Neural networks
Long short-term memory

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

2 Downloads (Pure)

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
File
analysis
metadata
engineering
modeling
method
16 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
File
Pattern recognition
Authentication
1 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

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

Learning systems
Reinforcement learning
Packet loss
Communication
Sensors
5 Downloads (Pure)

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
File
Biometrics
Classifiers
Classifier
Face recognition
Evaluation

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

Social Behavior
Mining
Social Interaction
Sensors
Subgroup
13 Downloads (Pure)

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
File
Face recognition
Wavelet transforms
Frequency bands
Multiresolution analysis
Experiments

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

Novelty Detection
Concept Drift
Data Streams
Clustering
Data Distribution
9 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
File
2018
2 Citations (Scopus)

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

Probability distributions
Classifiers
Processing
Uncertainty
10 Downloads (Pure)

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
File
Classifiers
Bins
Feature extraction
2 Citations (Scopus)
49 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
File
Citations
Computer science
Computer Science
Digital libraries
Performance Indicators

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

5 Downloads (Pure)

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
File
Bone
Soaps (detergents)
Titanium dioxide
Image quality
Printing
43 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
Radiology
Quality assurance
Network protocols
Natural language processing systems
XML
7 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
File
Decision trees
Experiments
1 Citation (Scopus)

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

PROM
Industry
Monitoring
Ontology
Automation
1 Citation (Scopus)
33 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
File
Automatic indexing
Information retrieval systems
Digital libraries
Set theory
Labels

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

Data Consistency
Data Preprocessing
Sensor
Sensors
Processing

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
Surrogate Model
Social Networks
Approximate Model
Evolutionary algorithms
Monte Carlo Simulation
7 Downloads (Pure)

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
File
confidence
intervals
lists
Ferromagnetic resonance
biometrics
2 Citations (Scopus)
3 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

Engines
4 Citations (Scopus)
60 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
File
Evolutionary algorithms
Social Networks
Seed
Evolutionary Algorithms
Heuristics

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
Statistical tests
Failure modes
Learning systems
Availability
Industry
15 Downloads (Pure)

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
File
Intelligent buildings
Air conditioning
Ventilation
Availability
Heating
1 Citation (Scopus)
52 Downloads (Pure)

Most Important First – Keyphrase Scoring for Improved Ranking in Settings With Limited Keyphrases

Witt, N., Granitzer, M. & Seifert, C., 7 Oct 2018, Discovery Science: 21st International Conference, DS 2018, Limassol, Cyprus, October 29–31, 2018, Proceedings. Soldatova, L., Vanschoren, J., Papadopoulos, G. & Ceci, M. (eds.). Springer, p. 373-385 13 p. (Lecture notes in computer science; vol. 11198).

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

Open Access
File
Agglomeration
Processing
Experiments
1 Citation (Scopus)
45 Downloads (Pure)

On the Gender of Books: Author Gender Mixing in Book Communities

Bucur, D., 2018, Complex Networks and Their Applications VI: Proceedings of Complex Networks 2017 (The Sixth International Conference on Complex Networks and Their Applications). Cherifi, C., Cherifi, H., Karsai, M. & Musolesi, M. (eds.). Cham: Springer, p. 797-808 12 p. (Studies in Computational Intelligence; vol. 689).

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

Open Access
File
gender
community
genre
writer
book market

Predicted Templates: Learning-curve Based Template Projection for Keystroke Dynamics

Khodabakhsh, A., Haasnoot, E. & Bours, P., 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, 8553293. (International Conference of the Biometrics Special Interest Group (BIOSIG); vol. 2018).

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

learning curves
classifiers
Classifiers
templates
projection
14 Downloads (Pure)

QueryCrumbs for Experts: A Compact Visual Query Support System to Facilitate Insights into Search Engine Internals

Schlötterer, J., Seifert, C. & Granitzer, M., 2018, Proceedings of the 22nd International Conference on Information Visualization (IV).

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

Open Access
File
Search engines
Visualization
Query languages
54 Downloads (Pure)

Rule-based conditioning of probabilistic data

van Keulen, M., Kaminski, B., Matheja, C. & Katoen, J. P., 1 Jan 2018, Scalable Uncertainty Management: 12th International Conference, SUM 2018, Milan, Italy, October 3-5, 2018, Proceedings. Ciucci, D., Pasi, G. & Vantaggi, B. (eds.). Springer, p. 290-305 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11142 LNAI).

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

Open Access
File
Data integration
Conditioning
Data Integration
Interoperability
Information management

Shallow CNNs for the Reliable Detection of Facial Marks

Zeinstra, C. & Haasnoot, E., 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, 8553157. (International Conference of the Biometrics Special Interest Group (BIOSIG); vol. 2018).

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

Neural networks
Biometrics
Detectors
biometrics
detectors
11 Downloads (Pure)

The Behavior of Principal Component Analysis and Linear Discriminant Analysis (PCA-LDA) for Face Recognition

Lestriandoko, N. H., Spreeuwers, L. & Veldhuis, R., 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: Werkgemeenschap voor Informatie- en Communicatietheorie (WIC), p. 133-148 16 p.

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

Open Access
File
Discriminant analysis
Face recognition
Principal component analysis
Singular value decomposition
Image resolution
2 Citations (Scopus)
4 Downloads (Pure)

Towards Robust Evaluation of Face Morphing Detection

Spreeuwers, L., Veldhuis, R. & Schils, M., 29 Nov 2018, 2018 26th European Signal Processing Conference, EUSIPCO 2018. Piscataway, NJ: IEEE, p. 1027-1031 5 p. 8553018. (European Signal Processing Conference; vol. 2018-September).

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

Open Access
File
Face recognition
Mobile phones
1 Citation (Scopus)
20 Downloads (Pure)

Towards Understanding the Effects of Practice on Behavioural Biometric Recognition Performance

Haasnoot, E., Barnhoorn, J. S., Spreeuwers, L. S., Veldhuis, R. N. J. & Verwey, W. B., 2018, 2018 26th European Signal Processing Conference (EUSIPCO). IEEE, (European Signal Processing Conference).

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

Open Access
File
38 Downloads (Pure)

Who cites what in Computer Science? - Analysing Citation Patterns across Conference Rank and Gender

Milz, T. & Seifert, C., 1 Jan 2018, Digital Libraries for Open Knowledge - 22nd International Conference on Theory and Practice of Digital Libraries, TPDL 2018, Proceedings. Mendez, E., Ribeiro, C., David, G., Lopes, J. C. & Crestani, F. (eds.). p. 321-325 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11057 LNCS).

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

Open Access
File
Citations
Computer science
Computer Science
Gender
Tend
2017
3 Citations (Scopus)

Agency monitoring patterns for value networks

de Alencar Silva, P., Allah Bukhsh, F., da Silva Reis, J. & de Castro, A. F., 2017, Economics of Grids, Clouds, Systems, and Services: 14th International Conference, GECON 2017, Proceedings. Banares, J. A., Pham, C. & Altmann, J. (eds.). Springer, p. 81-93 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10537 LNCS).

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

Ontology
Monitoring
Network Model
Scenarios
Industry
14 Citations (Scopus)
2 Downloads (Pure)

Biometric Systems under Morphing Attacks: Assessment of Morphing Techniques and Vulnerability Reporting

Scherhag, U., Nautsch, A., Rathgeb, C., Gomez-Barrero, M., Veldhuis, R. N. J., Spreeuwers, L., Schils, M., Maltoni, D., Grother, P., Marcel, S., Breithaupt, R., Ramachandra, R. & Busch, C., 28 Sep 2017, 2017 International Conference of the Biometrics Special Interest Group, BIOSIG 2017. Gesellschaft für Informatik, 8053499

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

Biometrics
Sensors
4 Citations (Scopus)
4 Downloads (Pure)

DECANTeR: DEteCtion of Anomalous outbouNd HTTP TRaffic by Passive Application Fingerprinting

Bortolameotti, R., van Ede, T. S., Caselli, M., Everts, M. H., Hartel, P. H., Hofstede, R., Jonker, W. & Peter, A., 2017, ACSAC 2017, Proceedings of the 33rd Annual Computer Security Applications Conference. p. 373-386

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

HTTP
Communication
Malware
42 Downloads (Pure)

De-Duplication Using Automated Face Recognition: A Mathematical Model and All Babies Are Equally Cute

Spreeuwers, L., 28 Sep 2017, 2017 International Conference of the Biometrics Special Interest Group, BIOSIG 2017. Gesellschaft für Informatik, 8053500

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

Open Access
File
Face recognition
Mathematical models
Poisson distribution
4 Citations (Scopus)
121 Downloads (Pure)

Deep Physiological Arousal Detection in a Driving Simulator Using Wearable Sensors

Saeed, A., Trajanovski, S., van Keulen, M. & van Erp, J. B. F., 18 Dec 2017, 2017 IEEE International Conference on Data Mining Workshops (ICDMW). IEEE, p. 486-493 8 p.

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

File
Simulators
Skin
Truck drivers
Neural networks
Learning algorithms
2 Citations (Scopus)

De Novo DNA Assembly with a Genetic Algorithm Finds Accurate Genomes Even with Suboptimal Fitness

Bucur, D., Apr 2017, Applications of Evolutionary Computation: 20th European Conference, EvoApplications 2017, Amsterdam, The Netherlands, April 19-21, 2017, Proceedings, Part I. Squillero, G. & Sim, K. (eds.). Cham: Springer, p. 67-82 16 p. (Lecture Notes in Computer Science; vol. 10199).

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

Genome
DNA
Libraries
Base Pairing
Consensus
1 Citation (Scopus)
242 Downloads (Pure)

Detecting Hacked Twitter Accounts based on Behavioural Change

Nauta, M., Habib, M. B. & van Keulen, M., Apr 2017, Proceedings of the 13th International Conference on Web Information Systems and Technologies (WEBIST 2017). INSTICC Institute for Systems and Technologies of Information, Control and Communication, p. 19-31

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

Open Access
File
Websites
Experiments
Malware
25 Downloads (Pure)

Exploiting Natural Language Processing for Improving Health Processes

Van Keulen, M., Geerdink, J., Linssen, G. C. M., Slart, R. H. J. A. & Vijlbrief, O., Dec 2017, Proceedings of the 7th International Symposium on Data-Driven Process Discovery and Analysis (SIMPDA 2017). Ceravolo, P., van Keulen, M. & Stoffel, K. (eds.). CEUR, p. 145-146 (CEUR Workshop Proceedings; vol. 2016).

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

Open Access
File
Health
Processing
Learning systems

Information technology project management viewpoint: A case study from PTCL

Bukhsh, F. A., Younus, I. & Arachchige, J. J., 6 Feb 2017, 2016 6th International Conference on Innovative Computing Technology, INTECH 2016. IEEE, p. 24-29 6 p. 7845086

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

Project management
Information technology
Telecommunication
Industry
Diamonds