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2020

Fairness in network representation by latent structural heterogeneity in observational data

Du, X., Pei, Y., Duivesteijn, W. & Pechenizkiy, M., 2020, (Geaccepteerd/In druk) Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI 2020).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

2019
2 Downloads (Pure)

Anomaly detection for visual quality control of 3D-printed products

Tonnaer, L., Li, J., Osin, V., Holenderski, M. & Menkovski, V., 1 jul 2019, 2019 International Joint Conference on Neural Networks, IJCNN 2019. Piscataway: Institute of Electrical and Electronics Engineers, 8 blz. 8852372

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Quality control
Defects
Surface defects
Image resolution
35 Downloads (Pure)

Bias disparity in collaborative recommendation: algorithmic evaluation and comparison

Mansoury, M., Mobasher, B., Burke, R. & Pechenizkiy, M., 1 jan 2019, Proceedings of the Workshop on Recommendation in Multi-stakeholder Environments co-located with the 13th ACM Conference on Recommender Systems (RecSys 2019). Burke, R., Abdollahpouri, H. & Malthouse, E. (redactie). CEUR-WS.org, 7 blz. 6. (CEUR Workshop Proceedings; vol. 2440).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Open Access
Bestand
Recommender systems
Learning systems
Experiments
5 Downloads (Pure)

Evolutionary construction of convolutional neural networks

van Knippenberg, M. S., Menkovski, V. & Consoli, S., feb 2019, Machine Learning, Optimization, and Data Science - 4th International Conference, LOD 2018, Revised Selected Papers. Nicosia, G., Giuffrida, G., Nicosia, G., Pardalos, P., Sciacca, V. & Umeton, R. (redactie). Cham: Springer, blz. 293-304 12 blz. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11331 LNCS).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Neuroevolution
Neural Networks
Neural networks
Evolutionary algorithms
Information Loss

Klcluster: center-based clustering of trajectories

Buchin, K. A., Driemel, A., van de L'Isle, N. A. F. & Nusser, A., 5 nov 2019, 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2019. Banaei-Kashani, F., Trajcevski, G., Guting, R. H., Kulik, L. & Newsam, S. (redactie). New York: Association for Computing Machinery, Inc, blz. 496-499 4 blz.

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

trajectory
Trajectories
Clustering
Trajectory
Incentre
11 Downloads (Pure)

Learning with delayed synaptic plasticity

Yaman, A., Iacca, G., Mocanu, D. C., Fletcher, G. H. L. & Pechenizkiy, M., 13 jul 2019, GECCO 2019 - Proceedings of the 2019 Genetic and Evolutionary Computation Conference. New York: Association for Computing Machinery, Inc, blz. 152-160 9 blz.

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Open Access
Bestand
Plasticity
Neurons
Reinforcement
Activation
Neuron
1 Citaat (Scopus)
1 Downloads (Pure)

Micro-expression detection in long videos using optical flow and recurrent neural networks

Verburg, M. & Menkovski, V., 1 mei 2019, 14th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2019. Piscataway: Institute of Electrical and Electronics Engineers, 6 blz. 8756588

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Optical flows
Recurrent neural networks
Health
6 Downloads (Pure)

On improving deep learning generalization with adaptive sparse connectivity

Liu, S., Mocanu, D. & Pechenizkiy, M., 14 jun 2019, ICML 2019 Workshop on Understanding and Improving General-ization in Deep Learning. 5 blz. 1906.11626v1

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Open Access
Bestand
Neurons
Neural networks
Multilayer neural networks
Deep learning
Deep neural networks

Stampnet: unsupervised multi-class object discovery

Visser, J., Corbetta, A., Menkovski, V. & Toschi, F., sep 2019, 2019 IEEE International Conference on Image Processing, ICIP 2019 - Proceedings. Piscataway: Institute of Electrical and Electronics Engineers, blz. 2951-2955 5 blz. 8803767

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Neural networks
Experiments
2018
2 Citaties (Scopus)
1 Downloads (Pure)

Clustering-structure representative sampling from graph streams

Zhang, J., Zhu, K., Pei, Y., Fletcher, G. & Pechenizkiy, M., 1 jan 2018, Complex Networks and Their Applications VI : Proceedings of Complex Networks 2017 (The 6th International Conference on Complex Networks and Their Applications). Cherifi, C., Cherifi, H., Karsai, M. & Musulesi, M. (redactie). Dordrecht: Springer, blz. 265-277 13 blz. (Studies in Computational Intelligence; vol. 689).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Sampling
Data storage equipment
Complex networks
Experiments
1 Downloads (Pure)

Data augmentation using conditional generative adversarial networks for leaf counting in arabidopsis plants

Zhu, Y., Aoun, M., Krijn, M. P. C. M. & Vanschoren, J., aug 2018, British Machine Vision Conference: Workshop on Computer Vision Problems in Plant Phenotyping. 11 blz.

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Masks
2 Downloads (Pure)

Deep metric learning for sequential data using approximate information

Thaler, S., Menkovski, V. & Petkovic, M., 8 jul 2018, Machine Learning and Data Mining in Pattern Recognition - 14th International Conference, MLDM 2018, Proceedings. Perner, P. (redactie). Cham: Springer, blz. 269-282 14 blz. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10934 LNAI).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Distance Metric
Labels
Metric
High-dimensional
Neural Networks
4 Citaties (Scopus)
2 Downloads (Pure)

DyNMF: Role analytics in dynamic social networks

Pei, Y., Zhang, J., Fletcher, G. & Pechenizkiy, M., 1 jan 2018, Proceedings of the 27th International Joint Conference on Artificial Intelligence, IJCAI 2018. Lang, J. (redactie). California: International Joint Conferences on Artificial Intelligence, blz. 3818-3824 7 blz.

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Open Access
Factorization
Experiments
18 Downloads (Pure)

ELBA: Exceptional Learning Behavior Analysis

Du, X., Duivesteijn, W., Klabbers, M. D. & Pechenizkiy, M., 2018, Proceedings of the 11th International Conference on Educational Data Mining, EDM 2018. blz. 312-318

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Open Access
Bestand
Students
1 Citaat (Scopus)
60 Downloads (Pure)

Finding predictive EEG complexity features for classification of epileptic and psychogenic nonepileptic seizures using imperialist competitive algorithm

Ahmadi, N., Carrette, E., Aldenkamp, A. P. & Pechenizkiy, M., 20 jul 2018, Proceedings - 31st IEEE International Symposium on Computer-Based Medical Systems, CBMS 2018. Piscataway: Institute of Electrical and Electronics Engineers, blz. 164-169 6 blz.

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Open Access
Bestand
Electroencephalography
Seizures
Classifiers
Entropy
Epilepsy
5 Citaties (Scopus)
51 Downloads (Pure)

Limited evaluation cooperative co-evolutionary differential evolution for large-scale neuroevolution

Yaman, A., Mocanu, D. C., Iacca, G., Fletcher, G. & Pechenizkiy, M., 2 jul 2018, GECCO 2018 - Proceedings of the 2018 Genetic and Evolutionary Computation Conference. Association for Computing Machinery, Inc, blz. 569-576 8 blz.

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Open Access
Bestand
Neural networks
Network architecture
Evolutionary algorithms
Neurons
2 Citaties (Scopus)
1 Downloads (Pure)

Multi-strategy differential evolution

Yaman, A., Iacca, G., Coler, M., Fletcher, G. H. L. & Pechenizkiy, M., 4 mrt 2018, Applications of Evolutionary Computation: 21st International Conference, EvoApplications 2018, Parma, Italy, April 4-6, 2018, Proceedings. Sim, K. & Kaufmann, P. (redactie). Dordrecht: Springer, blz. 617-633 (LNCS; vol. 10784).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Sampling
2 Citaties (Scopus)
93 Downloads (Pure)

One-shot learning using Mixture of Variational Autoencoders: A generalization learning approach

Mocanu, D. C. & Mocanu, E., 11 jul 2018, 17th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2018. Dastani, M., Sukthankar, G., André, E. & Koenig, S. (redactie). International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), Vol. 3. blz. 2016-2018 3 blz.

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Open Access
Bestand
Learning algorithms
Deep learning
5 Citaties (Scopus)

On the complexity of range searching among curves

Afshani, P. & Driemel, A., 1 jan 2018, 29th Annual ACM-SIAM Symposium on Discrete Algorithms, SODA 2018. Association for Computing Machinery, Inc, blz. 898-917 20 blz.

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Open Access
Range Searching
Data structures
Query
Curve
Data Structures

Probabilistic embeddings of the Fréchet distance

Driemel, A. & Krivošija, A., 29 nov 2018, Approximation and Online Algorithms - 16th International Workshop, WAOA 2018, Revised Selected Papers. Epstein, L. & Erlebach, T. (redactie). Cham: Springer, blz. 218-237 20 blz. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11312 LNCS).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Curve
Range Searching
Hashing
Distance Measure
Locality
2 Downloads (Pure)

Shunting trains with deep reinforcement learning

Peer, E., Zhang, Y., Menkovski, V., Lee, W-J. & Huisman, B., 2018, 30th Benelux Conference on Artificial Intelligence. Atzmueller, M. & Duivesteijn, W. (redactie). blz. 175-176

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

3 Citaties (Scopus)
213 Downloads (Pure)

Shunting trains with deep reinforcement learning

Peer, E., Menkovski, V., Zhang, Y. & Lee, W-J., 2018, 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC) . IEEE-SMC, blz. 3063-3068 6 blz.

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Open Access
Bestand
Reinforcement learning
Decision making
Uncertainty
1 Citaat (Scopus)

Subjectively interesting subgroup discovery on real-valued targets

Lijffijt, J., Kang, B., Duivesteijn, W., Puolamäki, K., Oikarinen, E. & de Bie, T., 2018, Proceedings of the 34th IEEE International Conference on Data Engineering (ICDE 2018). Piscataway: Institute of Electrical and Electronics Engineers, blz. 1352-1355 8509369

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Data mining
489 Downloads (Pure)

Synopsis of the PhD thesis : network computations in artificial intelligence

Mocanu, D. C., 15 okt 2018, Proceedings of the 30th International Teletraffic Congress, ITC 2018. Altman, E., Bianchi, G. & Zinner, T. (redactie). Institute of Electrical and Electronics Engineers, blz. 117-122 6 blz. 8493065

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Open Access
Bestand
Artificial intelligence
Large scale systems
Neural networks
Data storage equipment
Reductionism
5 Downloads (Pure)

Tink: a temporal graph analytics library for Apache Flink

Fletcher, G. H. L., Pechenizkiy, M., Pei, Y. & Lightenberg, W., 2018, 27th International Conference on World Wide Web (WWW). Association for Computing Machinery, Inc, blz. 71-72 2 blz.

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Open Access
Bestand
Ecosystems
Telecommunication networks
Processing
2 Citaties (Scopus)
1 Downloads (Pure)

Understanding anatomy classification through attentive response maps

Kumar, D., Menkovski, V., Taylor, G. W. & Wong, A., 23 mei 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. Piscataway: IEEE Computer Society, blz. 1130-1133 4 blz.

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Diagnostic Imaging
Anatomy
Learning
Convolution
Visualization
2017
12 Citaties (Scopus)
696 Downloads (Pure)

Big IoT data mining for real-time energy disaggregation in buildings

Mocanu, D. C., Mocanu, E., Nguyen, H. P., Gibescu, M. & Liotta, A., 9 feb 2017, Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics (SMC 2016), 9-12 October 2016, Budapest, Hungary. Piscataway: Institute of Electrical and Electronics Engineers, blz. 003765-003769

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Open Access
Bestand
Smart meters
Data mining
Domestic appliances
Learning systems
Electric power utilization
86 Downloads (Pure)

Big IoT data mining for real-time energy disaggregation in buildings (extended abstract)

Mocanu, D. C., Mocanu, E., Nguyen, H. P., Gibescu, M. & Liotta, A., 10 jun 2017, Benelearn 2017: Proceedings of the Twenty-Sixth Benelux Conference on Machine Learning. Duijvesteijn, W., Pechenizkiy, M., Fletcher, G., Menkovski, V., Postma, E., Vanschoren, J. & van der Putten, P. (redactie). blz. 173-174 2 blz.

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Open Access
Bestand
Smart meters
Data mining
Internet of things
Deep learning
2 Citaties (Scopus)

BLPA: Bayesian learn-predict-adjust method for online detection of recurrent changepoints

Maslov, A., Pechenizkiy, M., Pei, Y., Zliobaite, I., Shklyaev, A., Karkkainen, T. & Hollmen, J., 30 jun 2017, 2017 International Joint Conference on Neural Networks (IJCNN), 14-19 May 2017, Anchorage, Arkansas. Piscataway: Institute of Electrical and Electronics Engineers, blz. 1916-1923 8 blz. 7966085

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Learning systems
Detectors
11 Downloads (Pure)

BoostEMM : Transparent boosting using exceptional model mining

van der Zon, S. B., Zeev Ben Mordehay, O., Vrijdag, T. S., van Ipenburg, W., Veldsink, J., Duivesteijn, W. & Pechenizkiy, M., 2017, Proceedings of the Second Workshop on MIning DAta for financial applicationS (MIDAS 2017), 18 September 2017, Skopje, Macedonia . Bordino, I., Caldarelli, G., Fumarola, F., Gullo, F. & Squartini, T. (redactie). blz. 5-16 12 blz. (CEUR Workshop Proceedings; vol. 1941).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Open Access
Bestand
Adaptive boosting
Transparency
5 Citaties (Scopus)
2 Downloads (Pure)

Correlating QoE and technical parameters of an SAP system in an enterprise environments

Borchert, K., Hirth, M., Zinner, T. & Mocanu, D. C., 2017, Proceedings of the 28th International Teletraffic Congress (ITC 28), September 12-16, 2016, Würzburg, Germany. Piscataway: Institute of Electrical and Electronics Engineers, blz. 34-36

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Industry
Monitoring
Learning systems
Costs
6 Citaties (Scopus)

Detection of alcoholism based on EEG signals and functional brain network features extraction

Ahmadi, N., Pei, Y. & Pechenizkiy, M., 2017, 2017 IEEE 30th International Symposium on Computer-Based Medical Systems (CBMS), 22-24 June 2017, Thessaloniki, Greece. Piscataway: Institute of Electrical and Electronics Engineers, blz. 179-184 6 blz.

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Electroencephalography
Feature extraction
Brain
Fractal dimension
Classifiers
1 Citaat (Scopus)
92 Downloads (Pure)

Effect of lossy networks on stereoscopic 3D-video streams

Torres Vega, M., Perra, C., Mocanu, D. C. & Liotta, A., 20 jul 2017, IEEE International Symposium on Broadband Multimedia Systems and Broadcasting 2017 (BMSB17), 7-9 June 2017, Cagliari, Italy. Piscataway: Institute of Electrical and Electronics Engineers, blz. 1-4

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Open Access
Bestand
Packet loss
Testbeds
1 Citaat (Scopus)
2 Downloads (Pure)

Have it both ways : from A/B testing to A&B testing with exceptional model mining

Duivesteijn, W., Farzami, T., Putman, T., Peer, E., Weerts, H. J. P., Adegeest, J. N., Foks, G. & Pechenizkiy, M., 30 dec 2017, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2017, Proceedings. Ceci, M., Dzeroski, S., Malerba, D., Altun, Y., Das, K., Read, J., Zitnik, M., Stefanowski, J. & Mielikäinen, T. (redactie). Cham : Springer, blz. 114-126 13 blz. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10536 LNAI).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Mining
Testing
Websites
Industry
Profitability
4 Citaties (Scopus)

Health-related rumour detection on Twitter

Sicilia, R., Giudice, S. L., Pei, Y., Pechenizkiy, M. & Soda, P., 15 dec 2017, Proceedings - 2017 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2017. Institute of Electrical and Electronics Engineers, Vol. 2017-January. blz. 1599-1606 8 blz.

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Social Support
Health
Datasets
2 Citaties (Scopus)
88 Downloads (Pure)

How to capitalise on mobility, proximity and motion analytics to support formal and informal education?

Martinez-Maldonado, R., Echeverria, V., Yacef, K., Dos Santos, A. D. P. & Pechenizkiy, M., 2017, MMLA-CrossLAK 2017. CEUR-WS.org, blz. 39-46 8 blz. (CEUR Workshop Proceedings; vol. 1828).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Open Access
Bestand
Education
Students
Mobile devices
Personal computers
User interfaces
8 Citaties (Scopus)
3 Downloads (Pure)

Hyper-parameter tuning of a decision tree induction algorithm

Mantovani, R. G., Horváth, T., Cerri, R., Vanschoren, J. & de Carvalho, A. C. P. L. F., 1 feb 2017, 5th Brazilian Conference on Intelligent Systems, BRACIS 2016; Recife, Pernambuco; Brazil; 9 October 2016 through 12 October 2016. Piscataway: Institute of Electrical and Electronics Engineers, blz. 37-42 6 blz. 7839559

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Hyperparameters
Parameter Tuning
Decision trees
Decision tree
Proof by induction
2 Citaties (Scopus)
69 Downloads (Pure)

Layered TPOT : speeding up tree-based pipeline optimization

Gijsbers, P., Vanschoren, J. & Olson, R., 22 sep 2017, Proceedings of the International Workshop on Automatic Selection, Configuration and Composition of Machine Learning Algorithms (AutoML 2017), 10 August 2017, Sydney, Australia: Collocated with ECMLPKDD 2017. Brazdil, P., Vanschoren, J., Hutter, F. & Hoos, H. (redactie). CEUR-WS.org, blz. 49-68 20 blz. (CEUR Workshop Proceedings; vol. 1998).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Open Access
Bestand
Trees (mathematics)
Pipelines
Learning systems
Genetic programming
Evolutionary algorithms
12 Citaties (Scopus)
49 Downloads (Pure)

Locality-sensitive hashing of curves

Driemel, A. & Silvestri, F., 1 jun 2017, 33rd International Symposium on Computational Geometry, SoCG 2017. Aronov, B. & Katz, M. J. (redactie). Dagstuhl: Schloss Dagstuhl - Leibniz-Zentrum für Informatik, Vol. 77. blz. 37:1-37:16 16 blz. (Leibniz International Proceedings in Informatics (LIPIcs); vol. 77).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Open Access
Bestand
Data structures
Nearest neighbor search
2 Citaties (Scopus)

Modelling embodied mobility teamwork strategies in a simulation-based healthcare classroom

Martinez-Maldonado, R., Buckingham-Shum, S., Pechenizkiy, M., Power, T., Hayes, C. & Axisa, C., 9 jul 2017, UMAP '17 Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization, 9-12 July 2017, Bratislava, Slovakia. New York: Association for Computing Machinery, Inc, blz. 308-312 5 blz.

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Education
Availability
Students
Sensors
Processing
2 Citaties (Scopus)
1 Downloads (Pure)

Towards a neural language model for signature extraction from forensic logs

Thaler, S. M., Menkovski, V. & Petkovic, M., 26 apr 2017, 2017 5th International Symposium on Digital Forensic and Security (ISDFS), 26-28 April 2017, Tirgu Mures, Romania. Piscataway: Institute of Electrical and Electronics Engineers, blz. 1--6 6 blz.

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Information use
Knowledge based systems
5 Citaties (Scopus)

Towards proximity tracking and sensemaking for supporting teamwork and learning

Martinez-Maldonado, R., Yacef, K., Dos Santos, A. D. P., Buckingham-Shum, S., Echeverria, V., Santos, O. C. & Pechenizkiy, M., 3 aug 2017, 2017 IEEE 17th International Conference on Advanced Learning Technologies (ICALT), 3-7 July 2017, Timisoara, Romania. Piscataway: Institute of Electrical and Electronics Engineers, blz. 89-91 3 blz. 8001727

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

teamwork
User interfaces
learning
Teaching
personalization

Towards unsupervised signature extraction of forensic logs

Thaler, S. M., Menkovski, V. & Petkovic, M., 2017, Benelearn 2017: Proceedings of the Twenty-Sixth Benelux Conference on Machine Learning, 9-10 June 2017, Technische Universiteit Eindhoven . blz. 154 1 blz.

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

2 Citaties (Scopus)
1 Downloads (Pure)

Unsupervised signature extraction from forensic logs

Thaler, S. M., Menkovski, V. & Petkovic, M., 2017, Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2017, Skopje, Macedonia, September 18–22, 2017, Proceedings, Part III. Altun, Y., Das, K., Mielikäinen, T., Malerba, D., Stefanowski, J., Read, J., Žitnik, M. & Ceci, M. (redactie). Dordrecht: Springer, blz. 305-316 (LNCS; vol. 10536).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

1 Downloads (Pure)

Weakly supervised training of deep convolutional neural networks for overhead pedestrian localization in depth fields

Corbetta, A., Menkovski, V. & Toschi, F., aug 2017, 2017 14th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), 29 August - 1 September 2017, Lecce, Italy . Piscataway: Institute of Electrical and Electronics Engineers, blz. 1-6

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Neural networks
Image analysis
Learning algorithms
Deep learning
2016
2 Citaties (Scopus)
50 Downloads (Pure)

Adaptive web-based educational application for autistic students

Montes Garcia, A., Stash, N., Fabri, M., De Bra, P. M. E., Fletcher, G. H. L. & Pechenizkiy, M., 2016, Extended Proceedings of Hypertext 2016, Halifax, Canada. Koidl, K. & Steichen, B. (redactie). American Mathematical Society

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Open Access
Bestand
1 Citaat (Scopus)
2 Downloads (Pure)

Anticipating habit formation: a psychological computing approach to behavior change support

Zhang, C., van Wissen, A., Lakens, D., Vanschoren, J., Ruyter, de, B. E. R. & IJsselsteijn, W. A., 2016, Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct. New York: Association for Computing Machinery, Inc, blz. 1247-1254

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Mobile computing
Costs
4 Citaties (Scopus)
1 Downloads (Pure)

Application of horizontal visibility graph as a robust measure of neurophysiological signals synchrony

Ahmadi, N. & Pechenizkiy, M., 2016, 2016 IEEE 29th International Symposium on Computer-Based Medical Systems (CBMS), 20-24 June 2016, Dublin, Ireland and Belfast, Northern Ireland. Piscataway: Institute of Electrical and Electronics Engineers, blz. 273-278

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Visibility
Brain
Synchronization
Neurophysiology
Chaotic systems
4 Citaties (Scopus)
2 Downloads (Pure)

A robust density-based clustering algorithm for multi-manifold structure

Zhang, J., Pechenizkiy, M., Pei, Y. & Efremova, J., 2016, The 31st ACM/SIGAPP Symposium on Applied Computing (SAC 2016), DM Track, 4-8 April 2016, Pisa, Italy. New York: Association for Computing Machinery, Inc, blz. 832-838 7 blz.

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Clustering algorithms
Pattern recognition
Experiments
11 Citaties (Scopus)
3 Downloads (Pure)

Clustering time series under the Fréchet distance

Driemel, A., Krivosija, A. & Sohler, C., 2016, 27th Annual ACM-SIAM Symposium on Discrete Algorithms, SODA 2016. Association for Computing Machinery, Inc, Vol. 2. blz. 766-785 20 blz.

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Time series
Clustering
Approximation algorithms
Clustering algorithms
Distance Measure