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Research Output

2020

Pedestrian orientation dynamics from high-fidelity measurements

Willems, J., Corbetta, A., Menkovski, V. & Toschi, F., 14 Jan 2020, In : arXiv. 15 p., 2001.04646.

Research output: Contribution to journalArticleAcademic

Open Access
File
11 Downloads (Pure)
2019

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 p. 8852372

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

2 Downloads (Pure)

Can VAEs capture topological properties?

Perez Rey, L. A., Menkovski, V. & Portegies, J. W., 2019.

Research output: Contribution to conferencePaper

4 Downloads (Pure)

Deep learning velocity signals allows to quantify turbulence intensity

Corbetta, A., Menkovski, V., Benzi, R. & Toschi, F., 13 Nov 2019, In : arXiv. 14 p., 1911.05718.

Research output: Contribution to journalArticleAcademic

Open Access
File
5 Downloads (Pure)

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 others, Ambrosino, 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., Aug 2019, In : Nuclear Fusion. 59, 8, 086020.

Research output: Contribution to journalArticleAcademicpeer-review

6 Citations (Scopus)
1 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. (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

5 Downloads (Pure)

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

1 Citation (Scopus)
1 Downloads (Pure)

Physics research on the TCV tokamak facility: from conventional to alternative scenarios and beyond

Coda, S., Agostini, M., Albanese, R., Alberti, S., Alessi, E., Allan, S., Allcock, J., Ambrosino, R., Anand, H., Andrebe, Y., Arnichand, H., Auriemma, F., Ayllon-Guerola, J. M., Bagnato, F., Ball, J., Baquero-Ruiz, M., Beletskii, A. A., Bernert, M., Bin, W., Blanchard, P. & 248 others, Blanken, T. C., Boedo, J. A., Bogar, O., Bolzonella, T., Bombarda, F., Bonanomi, N., Bouquey, F., Bowman, C., Brida, D., Bucalossi, J., Buermans, J., Bufferand, H., Buratti, P., Calabró, G., Calacci, L., Camenen, Y., Carnevale, D., Carpanese, F., Carr, M., Carraro, L., Casolari, A., Causa, F., Čeřovský, J., Chellaï, O., Chmielewski, P., Choi, D., Christen, N., Ciraolo, G., Cordaro, L., Costea, S., Cruz, N., Czarnecka, A., Dal Molin, A., David, P., Decker, J., De Oliveira, H., Douai, D., Dreval, M. B., Dudson, B., Dunne, M., Duval, B. P., Eich, T., Elmore, S., Embréus, O., Esposito, B., Faitsch, M., Farnik, M., Fasoli, A., Fedorczak, N., Felici, F., Feng, S., Feng, X., Ferró, G., Février, O., Ficker, O., Fil, A., Fontana, M., Frassinetti, L., Furno, I., Gahle, D. S., Galassi, D., Gałazka, K., Gallo, A., Galperti, C., Garavaglia, S., Garcia, J., Garcia-Munoz, M., Garrido, A. J., Garrido, I., Gath, J., Geiger, B., Giruzzi, G., Gobbin, M., Goodman, T. P., Gorini, G., Gospodarczyk, M., Granucci, G., Graves, J. P., Gruca, M., Gyergyek, T., Hakola, A., Happel, T., Harrer, G. F., Harrison, J., Havličková, E., Hawke, J., Henderson, S., Hennequin, P., Hesslow, L., Hogeweij, D., Hogge, J. P., Hopf, C., Hoppe, M., Horáček, J., Huang, Z., Hubbard, A., Iantchenko, A., Igochine, V., Innocente, P., Ionita Schrittwieser, C., Isliker, H., Jacquier, R., Jardin, A., Kappatou, A., Karpushov, A., Kazantzidis, P. V., Keeling, D., Kirneva, N., Komm, M., Kong, M., Kovacic, J., Krawczyk, N., Kudlacek, O., Kurki-Suonio, T., Kwiatkowski, R., Labit, B., Lazzaro, E., Linehan, B., Lipschultz, B., Llobet, X., Lombroni, R., Loschiavo, V. P., Lunt, T., Macusova, E., Madsen, J., Maljaars, E., Mantica, P., Maraschek, M., Marchetto, C., Marco, A., Mariani, A., Marini, C., Martin, Y., Matos, F., Maurizio, R., Mavkov, B., Mazon, D., McCarthy, P., McDermott, R., Menkovski, V., Merle, A., Meyer, H., Micheletti, D., Militello, F., Mitosinkova, K., Mlynář, J., Moiseenko, V., Molina Cabrera, P. A., Morales, J., Moret, J. M., Moro, A., Mumgaard, R. T., Naulin, V., Nem, R. D., Nespoli, F., Nielsen, A. H., Nielsen, S. K., Nocente, M., Nowak, S., Offeddu, N., Orsitto, F. P., Paccagnella, R., Palha, A., Papp, G., Pau, A., Pavlichenko, R. O., Perek, A., Pericoli Ridolfini, V., Pesamosca, F., Piergotti, V., Pigatto, L., Piovesan, P., Piron, C., Plyusnin, V., Poli, E., Porte, L., Pucella, G., Puiatti, M. E., Pütterich, T., Rabinski, M., Juul Rasmussen, J., Ravensbergen, T., Reich, M., Reimerdes, H., Reimold, F., Reux, C., Ricci, D., Ricci, P., Rispoli, N., Rosato, J., Saarelma, S., Salewski, M., Salmi, A., Sauter, O., Scheffer, M., Schlatter, C., Schneider, B. S., Schrittwieser, R., Sharapov, S., Sheeba, R. R., Sheikh, U., Shousha, R., Silva, M., Sinha, J., Sozzi, C., Spolaore, M., Stipani, L., Strand, P., Tala, T., Tema Biwole, A. S., Teplukhina, A. A., Testa, D., Theiler, C., Thornton, A., Tomaž, G., Tomes, M., Tran, M. Q., Tsironis, C., Tsui, C. K., Urban, J., Valisa, M., Vallar, M., van Vugt, D., Vartanian, S., Vasilovici, O., Verhaegh, K., Vermare, L., Vianello, N., Viezzer, E., Vijvers, W. A. J., Villone, F., Voitsekhovitch, I., Vu, N. M. T., Walkden, N., Wauters, T., Weiland, M., Weisen, H., Wensing, M., Wiesenberger, M., Wilkie, G., Wischmeier, M., Wu, K., Yoshida, M., Zagorski, R., Zanca, P., Zebrowski, J., Zisis, A. & Zuin, M., 30 Aug 2019, In : Nuclear Fusion. 59, 11, 17 p., 112023.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
6 Citations (Scopus)
43 Downloads (Pure)

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, p. 2951-2955 5 p. 8803767

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

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

2 Citations (Scopus)

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

1 Citation (Scopus)
3 Downloads (Pure)
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 conferencePaper

Open Access
File
167 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. (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

2 Downloads (Pure)

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. (eds.). p. 193-194 2 p. (Belgian/Netherlands Artificial Intelligence Conference).

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

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 2 p.

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

2 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, p. 3063-3068 6 p. 8616516

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

Open Access
File
3 Citations (Scopus)
234 Downloads (Pure)

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

2 Citations (Scopus)
1 Downloads (Pure)
2017
Open Access
File
2681 Downloads (Pure)

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 conferenceAbstract

Open Access
File
205 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, p. 1--6 6 p.

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

4 Citations (Scopus)
1 Downloads (Pure)

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

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

2 Citations (Scopus)
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, p. 1-6

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

1 Downloads (Pure)
2015

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

5 Citations (Scopus)
1 Downloads (Pure)
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)

Open Access
File
457 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

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

8 Citations (Scopus)
4 Downloads (Pure)

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

28 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

5 Citations (Scopus)
2012

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

3 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

19 Citations (Scopus)
3 Downloads (Pure)

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

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

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

3 Citations (Scopus)
2 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. (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

4 Citations (Scopus)
3 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, p. 702-707

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

2 Citations (Scopus)
2 Downloads (Pure)
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

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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

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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

4 Citations (Scopus)
11 Downloads (Pure)

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 publication

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28 Downloads (Pure)

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

25 Citations (Scopus)
5 Downloads (Pure)

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

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49 Downloads (Pure)
2010

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

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8 Citations (Scopus)
80 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, p. 461-466

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

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29 Citations (Scopus)
178 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, p. 33-38

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

6 Citations (Scopus)
2 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). p. 1-6

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

25 Citations (Scopus)
1 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, p. 118-123

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

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32 Citations (Scopus)
134 Downloads (Pure)

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

25 Citations (Scopus)
4 Downloads (Pure)
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

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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

9 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

56 Citations (Scopus)