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Research Output 2008 2019

2019

Automation for information security using machine learning

Thaler, S. M., 20 Feb 2019, Eindhoven: Technische Universiteit Eindhoven. 129 p.

Research output: ThesisPhd Thesis 1 (Research TU/e / Graduation TU/e)Academic

Open Access
File

Dependence on plasma shape and plasma fueling for small edge-localized mode regimes in TCV and ASDEX Upgrade

Labit, B., Eich, T., Harrer, G. F., Wolfrum, E., Bernert, M., Dunne, M. G., Frassinetti, L., Hennequin, P., Maurizio, R., Merle, A., Meyer, H., Saarelma, S., Sheikh, U., Adamek, J., Agostini, M., Aguiam, D., Akers, R., Albanese, R., Albert, C., Alessi, E. & 445 othersAmbrosino, R., Andrèbe, Y., Angioni, C., Apruzzese, G., Aradi, M., Arnichand, H., Auriemma, F., Avdeeva, G., Ayllon-Guerola, J. M., Bagnato, F., Bandaru, V. K., Barnes, M., Barrera-Orte, L., Bettini, P., Bilato, R., Biletskyi, O., Bilkova, P., Bin, W., Blanchard, P., Blanken, T., Bobkov, V., Bock, A., Boeyaert, D., Bogar, K., Bogar, O., Bohm, P., Bolzonella, T., Bombarda, F., Boncagni, L., Bouquey, F., Bowman, C., Brezinsek, S., Brida, D., Brunetti, D., Bucalossi, J., Buchanan, J., Buermans, J., Bufferand, H., Buller, S., Buratti, P., Burckhart, A., Calabr, G., Calacci, L., Camenen, Y., Cannas, B., Cano Megías, P., Carnevale, D., Carpanese, F., Carr, M., Carralero, D., Carraro, L., Casolari, A., Cathey, A., Causa, F., Cavedon, M., Cecconello, M., Ceccuzzi, S., Cerovsky, J., Chapman, S., Chmielewski, P., Choi, D., Cianfarani, C., Ciraolo, G., Coda, S., Coelho, R., Colas, L., Colette, D., Cordaro, L., Cordella, F., Costea, S., Coster, D., Cruz Zabala, D. J., Cseh, G., Czarnecka, A., Cziegler, I., D'Arcangelo, O., Dal Molin, A., David, P., De Carolis, G., De Oliveira, H., Decker, J., Dejarnac, R., Delogu, R., den Harder, N., Dimitrova, M., Dolizy, F., Domínguez-Palacios Durán, J. J., Douai, D., Drenik, A., Dreval, M., Dudson, B., Dunai, D., Duval, B. P., Dux, R., Elmore, S., Embréus, O., Erds, B., Fable, E., Faitsch, M., Fanni, A., Farnik, M., Faust, I., Faustin, J., Fedorczak, N., Felici, F., Feng, S., Feng, X., Ferreira, J., Ferr, G., Février, O., Ficker, O., Figini, L., Figueiredo, A., Fil, A., Fontana, M., Francesco, M., Fuchs, C., Futatani, S., Gabellieri, L., Gadariya, D., Gahle, D., Galassi, D., Gałązka, K., Galdon-Quiroga, J., Galeani, S., Gallart, D., Gallo, A., Galperti, C., Garavaglia, S., Garcia, J., Garcia-Lopez, J., Garcia-Mu oz, M., Garzotti, L., Gath, J., Geiger, B., Giacomelli, L., Giannone, L., Gibson, S., Gil, L., Giovannozzi, E., Giruzzi, G., Gobbin, M., Gonzalez-Martin, J., Goodman, T. P., Gorini, G., Gospodarczyk, M., Granucci, G., Grekov, D., Grenfell, G., Griener, M., Groth, M., Grover, O., Gruca, M., Gude, A., Guimarais, L., Gyergyek, T., Hacek, P., Hakola, A., Ham, C., Happel, T., Harrison, J., Havranek, A., Hawke, J., Henderson, S., Hesslow, L., Hitzler, F., Hnat, B., Hobirk, J., Hoelzl, M., Hogeweij, D., Hopf, C., Hoppe, M., Horacek, J., Hron, M., Huang, Z., Iantchenko, A., Iglesias, D., Igochine, V., Innocente, P., Ionita-Schrittwieser, C., Isliker, H., Ivanova-Stanik, I., Jacobsen, A., Jakubowski, M., Janky, F., Jardin, A., Jaulmes, F., Jensen, T., Jonsson, T., Kallenbach, A., Kappatou, A., Karpushov, A., Kasilov, S., Kazakov, Y., Kazantzidis, P. V., Keeling, D., Kelemen, M., Kendl, A., Kernbichler, W., Kirk, A., Kocsis, G., Komm, M., Kong, M., Korovin, V., Koubiti, M., Kovacic, J., Krawczyk, N., Krieger, K., Kripner, L., Křivská, A., Kudlacek, O., Kulyk, Y., Kurki-Suonio, T., Kwiatkowski, R., Laggner, F., Laguardia, L., Lahtinen, A., Lang, P., Likonen, J., Lipschultz, B., Liu, F., Lombroni, R., Lorenzini, R., Loschiavo, V. P., Lunt, T., MacUsova, E., Madsen, J., Maggiora, R., Maljaars, B., Manas, P., Mantica, P., Mantsinen, M. J., Manz, P., Maraschek, M., Marchenko, V., Marchetto, C., Mariani, A., Marini, C., Markovic, T., Marrelli, L., Martin, P., Martín Solís, J. R., Martitsch, A., Mastrostefano, S., Matos, F., Matthews, G., Mayoral, M-L., Mazon, D., Mazzotta, C., Mc Carthy, P., McClements, K., McDermott, R., McMillan, B., Meineri, C., Menkovski, V., Meshcheriakov, D., Messmer, M., Micheletti, D., Milanesio, D., Militello, F., Miron, I. G., Mlynar, J., Moiseenko, V., Molina Cabrera, P. A., Morales, J., Moret, J. M., Moro, A., Moulton, D., Nabais, F., Naulin, V., Naydenkova, D., Nem, R. D., Nespoli, F., Newton, S., Nielsen, A. H., Nielsen, S. K., Nikolaeva, V., Nocente, M., Nowak, S., Oberkofler, M., Ochoukov, R., Ollus, P., Olsen, J., Omotani, J., Ongena, J., Orain, F., Orsitto, F. P., Paccagnella, R., Palha, A., Panaccione, L., Panek, R., Panjan, M., Papp, G., Paradela Perez, I., Parra, F., Passeri, M., Pau, A., Pautasso, G., Pavlichenko, R., Perek, A., Pericoli Radolfini, V., Pesamosca, F., Peterka, M., Petrzilka, V., Piergotti, V., Pigatto, L., Piovesan, P., Piron, C., Piron, L., Plyusnin, V., Pokol, G., Poli, E., Pölöskei, P., Popov, T., Popovic, Z., Pór, G., Porte, L., Pucella, G., Puiatti, M. E., Pütterich, T., Rabinski, M., Juul Rasmussen, J., Rasmussen, J., Rattá, G. A., Ratynskaia, S., Ravensbergen, T., Réfy, D., Reich, M., Reimerdes, H., Reimold, F., Reiser, D., Reux, C., Reznik, S., Ricci, D., Rispoli, N., Rivero-Rodriguez, J. F., Rocchi, G., Rodriguez-Ramos, M., Romano, A., Rosato, J., Rubinacci, G., Rubino, G., Ryan, D. A., Salewski, M., Salmi, A., Samaddar, D., Sanchis-Sanchez, L., Santos, J., Särkimäki, K., Sassano, M., Sauter, O., Scannell, R., Scheffer, M., Schneider, B. S., Schneider, P., Schrittwieser, R., Schubert, M., Seidl, J., Seliunin, E., Sharapov, S., Sheeba, R. R., Sias, G., Sieglin, B., Silva, C., Sipilä, S., Smith, S., Snicker, A., Solano, E. R., Hansen, S. K., Soria-Hoyo, C., Sorokovoy, E., Sozzi, C., Sperduti, A., Spizzo, G., Spolaore, M., Stejner, M., Stipani, L., Stober, J., Strand, P., Sun, H., Suttrop, W., Sytnykov, D., Szepesi, T., Tál, B., Tala, T., Tardini, G., Tardocchi, M., Teplukhina, A., Terranova, D., Testa, D., Theiler, C., Thorén, E., Thornton, A., Tilia, B., Tolias, P., Tomes, M., Toscano-Jimenez, M., Tsironis, C., Tsui, C., Tudisco, O., Urban, J., Valisa, M., Vallar, M., Vallejos Olivares, P., Valovic, M., van Vugt, D., Vanovac, B., Varje, J., Varju, J., Varoutis, S., Vartanian, S., Vasilovici, O., Vega, J., Verdoolaege, G., Verhaegh, K., Vermare, L., Vianello, N., Vicente, J., Viezzer, E., Villone, F., Voitsekhovitch, I., Voltolina, D., Vondracek, P., Vu, N. M. T., Walkden, N., Wauters, T., Weiland, M., Weinzettl, V., Wensing, M., Wiesen, S., Wiesenberger, M., Wilkie, G., Willensdorfer, M., Wischmeier, M., Wu, K., Xiang, L., Zagorski, R., Zaloga, D., Zanca, P., Zaplotnik, R., Zebrowski, J., Zhang, W., Zisis, A., Zoletnik, S. & Zuin, M., 26 Jun 2019, In : Nuclear Fusion. 59, 8, 086020

Research output: Contribution to journalArticleAcademicpeer-review

refueling
ballooning modes
flattening
plasma density
shear

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. (eds.). Cham: Springer, p. 293-304 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11331 LNCS)

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

Neural networks
Evolutionary algorithms
Deep neural networks
Deep learning

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

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

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

Optical flows
Recurrent neural networks
Health

The role of deep learning in improving healthcare

Thaler, S. & Menkovski, V., 1 Jan 2019, Data Science for Healthcare: Methodologies and Applications. Consoli, S., Reforgiato Recupero, D. & Petković, M. (eds.). Cham: Springer, p. 75-116 42 p.

Research output: Chapter in Book/Report/Conference proceedingChapterAcademicpeer-review

Learning
Delivery of Health Care
Artificial Intelligence
Technology
Artificial intelligence

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 p. 8746657

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

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

Anomaly detection for imbalanced datasets with deep generative models

Santos Buitrago, N. R., Tonnaer, L. M. A., Menkovski, V. & Mavroeidis, D., 8 Sep 2018 15 p.

Research output: Contribution to conferencePaperAcademic

Open Access
File
Image analysis

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. (ed.). Cham: Springer, p. 269-282 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10934 LNAI)

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

Distance Metric
Labels
Metric
High-dimensional
Neural Networks

Recommender system for fashion

Ihnatov, D., 2018, Eindhoven: Technische Universiteit Eindhoven.

Research output: ThesisPd Eng ThesisAcademic

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. (eds.). p. 175-176

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

2 Citations (Scopus)

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, p. 3063-3068 6 p.

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

Open Access
File
Reinforcement learning
Decision making
Uncertainty
1 Citation (Scopus)

Understanding anatomy classification through attentive response maps

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

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

Diagnostic Imaging
Anatomy
Learning
Convolution
Visualization
2017
Open Access
File

Comparative study of deep learning methods for one-shot image classification (abstract)

van den Bogaert, J., Mohseni, H., Khodier, M., Stoyanov, Y., Mocanu, D. C. & Menkovski, V., 1 Dec 2017

Research output: Contribution to conferenceAbstractAcademic

Open Access
File
Image classification
Learning systems
Deep learning
1 Citation (Scopus)

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, p. 1--6 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-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 . p. 154 1 p.

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

1 Citation (Scopus)

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. (eds.). Dordrecht: Springer, p. 305-316 (LNCS; vol. 10536)

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

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, p. 1-6

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

Neural networks
Image analysis
Learning algorithms
Deep learning
2015
4 Citations (Scopus)

Network analysis on skype end-to-end video quality

Exarchakos, G., Druda, L., Menkovski, V. & Liotta, A., 7 Apr 2015, In : International Journal of Pervasive Computing and Communications. 11, 1, p. 17-42 26 p.

Research output: Contribution to journalArticleAcademicpeer-review

Video Quality
Network Analysis
Electric network analysis
Quality of service
Quality of Service

Visual patient records

Luu, D. & Technische Universiteit Eindhoven (TUE). Stan Ackermans Instituut. Software Technology (ST), 25 Sep 2015, Eindhoven: Technische Universiteit Eindhoven. 35 p.

Research output: ThesisPd Eng ThesisAcademic

Visualization
HTML
Application programming interfaces (API)
Engines
2013

Computational inference and control of quality in multimedia services

Menkovski, V., 2013, Eindhoven: Technische Universiteit Eindhoven. 160 p.

Research output: ThesisPhd Thesis 1 (Research TU/e / Graduation TU/e)Academic

Open Access
File
Multimedia services
Video recording
Multimedia systems
Expert systems
Artificial intelligence
8 Citations (Scopus)

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

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

Automation
Cameras
Monitoring
Sensors
26 Citations (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, p. 127-128

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

Video streaming
Intelligent control
5 Citations (Scopus)

Skype resilience to high motion videos

Exarchakos, G., Druda, L., Menkovski, V., Bellavista, P. & Liotta, A., May 2013, In : International Journal of Wavelets, Multiresolution and Information Processing. 11, 3, 17 p., 1350029

Research output: Contribution to journalArticleAcademicpeer-review

Resilience
Packet Loss
Packet loss
Video Quality
Motion
2012
3 Citations (Scopus)

Adaptive P2P streaming

Bertone, F., Menkovski, V. & Liotta, A., 2012, Streaming media with peer-to-peer networks : wireless perspectives. Fleury, M. & Qadri, N. (eds.). IDEA Group Publishing, p. 52-73 404 p.

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

Video streaming
Mobile devices
Servers
Internet
19 Citations (Scopus)

Adaptive psychometric scaling for video quality assessment

Menkovski, V. & Liotta, A., 2012, In : Signal Processing : Image Communication. 27, 8, p. 788-799

Research output: Contribution to journalArticleAcademicpeer-review

Maximum likelihood

Mechanisms for parallel transport

Okyere-Benya, J., Exarchakos, G., Menkovski, V., Liotta, A. & Giaccone, P., 2012, Next generation content delivery infrastructures. Fortino, G. & Palau, C. E. (eds.). IDEA Group Publishing, p. 172-198 (Premier Reference Source)

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

Communication systems

QoE for mobile streaming

Menkovski, V. & Liotta, A., 2012, Mobile multimedia : user and technology perspectives. Tjondronegoro, D. (ed.). INTECH publishing, p. 31-48 156 p.

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

Open Access
File
3 Citations (Scopus)

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. (ed.). New York: Association for Computing Machinery, Inc, p. 84-92

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

Video streaming
Human engineering
Tuning
Internet
Specifications
4 Citations (Scopus)

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. (eds.). Berlin: Springer, p. 1-15 (Lecture Notes of the Institute for Computer Sciences : Social Informatics and Telecommunications Engineering; vol. 79)

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

Maximum likelihood
Scalability
2 Citations (Scopus)

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, p. 702-707

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

IPTV
Degradation
2011

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. (eds.). Lisbon: COFAC/Universidade Lusófona de Humanidades e Tecnologias, p. 128-131

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

Open Access
File
Testing
Costs

A quality of experience management module

Menkovski, V., Exarchakos, G., Cuadra Sánchez, A. & Liotta, A., 2011, In : International Journal On Advances in Intelligent Systems. 4, 1-2, p. 13-19 7 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Multimedia services
Feedback
4 Citations (Scopus)

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, p. 155-161

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

Passive networks
Video streaming
Packet loss
Testbeds
Engines

Methodology for calculating perception of the user experience of the quality of monitored integrated telecommunications operator services

Cuadra Sánchez, A., Mar Cutanda Rodríguez, del, M., Liotta, A. & Menkovski, V., 17 Nov 2011, Patent No. WO2011141586

Research output: PatentPatent publicationProfessional

Open Access
File
Patents and inventions
Learning algorithms
Telecommunication
Monitoring
25 Citations (Scopus)

The value of relative quality in video delivery

Menkovski, V., Exarchakos, G. & Liotta, A., 2011, In : Journal of Mobile Multimedia. 7, 3, p. 151-162

Research output: Contribution to journalArticleAcademicpeer-review

Gaging
video
Values
rating
psychometrics

The value of relative quality in video delivery

Menkovski, V., Exarchakos, G. & Liotta, A., 2011, Eindhoven: Technische Universiteit Eindhoven. 12 p.

Research output: Book/ReportReportPopular

Open Access
File
2010
8 Citations (Scopus)

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, p. 11-15

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

Open Access
File
Learning systems
Costs
28 Citations (Scopus)

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, p. 461-466

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

Open Access
File
Learning systems
Quality of service
Multimedia services
Feedback
6 Citations (Scopus)

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, p. 33-38

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

Subjective testing
Multimedia services
25 Citations (Scopus)

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). p. 1-6

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

Signal distortion
Quality of service
Feedback
31 Citations (Scopus)

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, p. 118-123

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

Open Access
File
Feedback
Learning systems
Quality of service
25 Citations (Scopus)

Quality of experience models for multimedia streaming

Menkovski, V., Exarchakos, G., Liotta, A. & Cuadra Sánchez, A., 2010, In : International Journal of Mobile Computing and Multimedia Communications. 2, 4, p. 1-20

Research output: Contribution to journalArticleAcademicpeer-review

Learning systems
Computational complexity
Statistical methods
Feedback
2009

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, p. 629-634

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

Open Access
File
Peer to peer networks
Wireless networks
Network protocols
Communication
9 Citations (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. (eds.). p. 169-176

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

Feedback
Supervised learning
Learning systems
Classifiers
Costs
53 Citations (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, p. 1-8

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

Learning systems
Quality of service
Dynamical systems
Feedback
2008

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, p. 295-302

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

Computer games
Case based reasoning
Planning
Data storage equipment
Uncertainty
9 Citations (Scopus)

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, p. 11-1/6

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

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