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Onderzoeksoutput 2008 2019

Filter
Conferentiebijdrage
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
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
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

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
2 Downloads (Pure)

VANET meets deep learning: the effect of packet loss on the object detection performance

Wang, Y., Menkovski, V., Ho, I. W. H. & Pechenizkiy, M., 1 apr 2019, 2019 IEEE 89th Vehicular Technology Conference, VTC Spring 2019 - Proceedings. Piscataway: Institute of Electrical and Electronics Engineers, 5 blz. 8746657

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Vehicular ad hoc networks
Vehicular Ad Hoc Networks
Object Detection
Packet Loss
Packet loss
2018
1 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

Generating post-hoc explanations for neural networks through concept mapping

Ravi, S., Menkovski, V. & Brighton, H., 1 jan 2018, 30th Benelux Conference on Artificial Intelligence ; BNAIC 2018 Preproceedings. Atzmueller, M. & Duivesteijn, W. (redactie). blz. 193-194 2 blz. (Belgian/Netherlands Artificial Intelligence Conference).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Neural networks
Transparency
Neurons
Decision making
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)
200 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
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
1 Citaat (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

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

1 Citaat (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
2013
8 Citaties (Scopus)
4 Downloads (Pure)

Instantaneous video quality assessment for lightweight devices

Liotta, A., Mocanu, D. C., Menkovski, V., Cagnetta, L. & Exarchakos, G., 2013, Proceedings of the International Conference on Advances in Mobile Computing & Multimedia (MoMM2013),2-4 December 2013, Vienna, Austria. Association for Computing Machinery, Inc

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Automation
Cameras
Monitoring
Sensors
27 Citaties (Scopus)

Intelligent control for adaptive video streaming

Menkovski, V. & Liotta, A., 2013, Proceedings of the International Conference on Consumer Electronics, January 11-14, 2013, Las Vegas, Nevada. Piscataway: Institute of Electrical and Electronics Engineers, blz. 127-128

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Video streaming
Intelligent control
2012
3 Citaties (Scopus)
2 Downloads (Pure)

Quality of Experience management for video streams : the case of Skype

Liotta, A., Druda, L., Exarchakos, G. & Menkovski, V., 2012, Proceedings of the 10th International Conference on Advances in Mobile Computing and Multimedia (Bali, Indonesia, December 3-5, 2012). Khalil, I. (redactie). New York: Association for Computing Machinery, Inc, blz. 84-92

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Video streaming
Human engineering
Tuning
Internet
Specifications
4 Citaties (Scopus)
3 Downloads (Pure)

Tackling the sheer scale of subjective QoE

Menkovski, V., Exarchakos, G. & Liotta, A., 2012, Mobile Multimedia Communications (7th International ICST Conference, MOBIMEDIA 2011, Cagliari, Italy, September 5-7, 2011, Revised Selected Papers). Atzoni, L., Delgado, J. & Giusto, D. D. (redactie). Berlin: Springer, blz. 1-15 (Lecture Notes of the Institute for Computer Sciences : Social Informatics and Telecommunications Engineering; vol. 79).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Maximum likelihood
Scalability
2 Citaties (Scopus)
2 Downloads (Pure)

Video quality degradation on IPTV networks

Okyere-Benya, J., Aldiabat, M. A. H. B., Menkovski, V., Exarchakos, G. & Liotta, A., 2012, Proceedings of the 2012 International Conference on Computing, Networking and Communications (ICNC'12, Maui HI, USA, January 30-February 2, 2012). Institute of Electrical and Electronics Engineers, blz. 702-707

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

IPTV
Degradation
2011
30 Downloads (Pure)

Adaptive testing for video quality assessment

Menkovski, V., Exarchakos, G. & Liotta, A., 2011, Proceedings of the 2nd International Workshop on Future Television (EuroITV 2011), 29 June 2011, Lisbon, Portugal. Damásio, M. J., Cardoso, G., Quico, C. & Geerts, D. (redactie). Lisbon: COFAC/Universidade Lusófona de Humanidades e Tecnologias, blz. 128-131

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Open Access
Bestand
Testing
Costs
4 Citaties (Scopus)
11 Downloads (Pure)

Can Skype be used beyond video calling?

Exarchakos, G., Menkovski, V. & Liotta, A., 2011, Proceedings of the 9th International Conference on Advances in Mobile Computing and Multimedia (MoMM'11, Ho Chi Minh City, Vietnam, December 5-7, 2011). New York NY: Association for Computing Machinery, Inc, blz. 155-161

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Passive networks
Video streaming
Packet loss
Testbeds
Engines
2010
8 Citaties (Scopus)
75 Downloads (Pure)

Estimations and remedies for quality of experience in multimedia streaming

Menkovski, V., Exarchakos, G., Liotta, A. & Cuadra Sánchez, A., 2010, Proceedings Third International Conference on Advances in Human-Oriented and Personalized Mechanisms, Technologies and Services (CENTRIC 2010, August 22-27, 2010, Nice, France). Piscataway: Institute of Electrical and Electronics Engineers, blz. 11-15

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Open Access
Bestand
Learning systems
Costs
29 Citaties (Scopus)
173 Downloads (Pure)

Machine learning approach for quality of experience aware networks

Menkovski, V., Exarchakos, G. & Liotta, A., 2010, Proceedings 2nd International Conference on Intelligent Networking and Collaborative Systems (INCOS'10, Thessaloniki, Greece, November 24-26, 2010). Institute of Electrical and Electronics Engineers, blz. 461-466

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Open Access
Bestand
Learning systems
Quality of service
Multimedia services
Feedback
6 Citaties (Scopus)
2 Downloads (Pure)

Measuring quality of experience on a commercial mobile TV platform

Menkovski, V., Exarchakos, G., Liotta, A. & Cuadra Sánchez, A., 2010, Proceedings of the 2nd International Conference on Advances in Multimedia (MMEDIA, Athens, Greece, June 13-19, 2010). Institute of Electrical and Electronics Engineers, blz. 33-38

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Subjective testing
Multimedia services
25 Citaties (Scopus)
1 Downloads (Pure)

Online learning for QoE management

Menkovski, V., Exarchakos, G. & Liotta, A., 2010, Informal proceedings of the 19th Annual Machine Learning Conference of Belgium and The Netherlands (Benelearn'10, Leuven, Belgium, May 27-28, 2010). blz. 1-6

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Signal distortion
Quality of service
Feedback
32 Citaties (Scopus)
128 Downloads (Pure)

Online QoE prediction

Menkovski, V., Exarchakos, G. & Liotta, A., 2010, Proceedings of the 2nd International Workshop on Quality of Multimedia Experience (QoMEX), June 21-23, Trondheim, Norway. Piscataway: Institute of Electrical and Electronics Engineers, blz. 118-123

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Open Access
Bestand
Feedback
Learning systems
Quality of service
2009
59 Downloads (Pure)

An analysis of mobile signalling in converged networks

Oredope, A., Exarchakos, G., Menkovski, V. & Liotta, A., 2009, Proceedings of the 9th IEEE Malaysia International Conference on Communications (MICC 2009, Kuala Lumpur, Malaysia, December 15-17, 2009). Piscataway: Institute of Electrical and Electronics Engineers, blz. 629-634

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Open Access
Bestand
Peer to peer networks
Wireless networks
Network protocols
Communication
9 Citaties (Scopus)

Optimized online learning for QoE prediction

Menkovski, V., Oredope, A., Liotta, A. & Cuadra Sánchez, A., 2009, Proceedings 21st Benelux Conference on Artificial Intelligence (BNAIC'09, Eindhoven, The Netherlands, October 29-30, 2009). Calders, T., Tuyls, K. & Pechenizkiy, M. (redactie). blz. 169-176

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Feedback
Supervised learning
Learning systems
Classifiers
Costs
54 Citaties (Scopus)

Predicting quality of experience in multimedia streaming

Menkovski, V., Oredope, A., Liotta, A. & Cuadra Sánchez, A., 2009, Proceedings 7th International Conference on Advances in Mobile Computing and Multimedia (MoMM2009, Kuala Lumpur, Malaysia, December 14-16, 2009). Association for Computing Machinery, Inc, blz. 1-8

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Learning systems
Quality of service
Dynamical systems
Feedback
2008
2 Downloads (Pure)

AI model for computer games based on case based reasoning and AI planning

Menkovski, V. & Metafas, D., 2008, Proceedings of the 3rd International Conference on Digital Interactive Media in Entertainment and Arts (DIMEA'08), 10-12 September 2010, Athens, Greece. New York: Association for Computing Machinery, Inc, blz. 295-302

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademic

Computer games
Case based reasoning
Planning
Data storage equipment
Uncertainty
10 Citaties (Scopus)
115 Downloads (Pure)

Oblique decision trees using embedded support vector machines in classifier ensembles

Menkovski, V., Christou, I. & Efremidis, S., 2008, Proceedings of the 7th IEEE International Conference on Cybernetic Intelligent Systems 2008, CIS 2008, 9-10 September 2008, London, United Kingdom. Piscataway: Institute of Electrical and Electronics Engineers, blz. 11-1/6

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademic

Open Access
Bestand
Decision trees
Support vector machines
Classifiers
Pattern recognition systems
Learning systems