Foto van V. Menkovski

Bekijk Scopus-profiel

V. Menkovski

dr.

 https://orcid.org/0000-0001-5262-0605
  • 801
    Citaties
20082025

Onderzoeksresultaten per jaar

Zoekresultaten

  • 2020

    A Metric for Linear Symmetry-Based Disentanglement

    Rey, L. A. P., Tonnaer, L., Menkovski, V., Holenderski, M. & Portegies, J. W., 26 nov. 2020.

    Onderzoeksoutput: Bijdrage aan congres › Paper › Academic

    Bestand
    90 Downloads (Pure)

  • Beyond labels: Knowledge elicitation using deep metric learning and psychometric testing

    Yin, L., Menkovski, V. & Pechenizkiy, M., 2020, Proceedings of the 29th International Joint Conference on Artificial Intelligence, IJCAI 2020. Bessiere, C. (uitgave). International Joint Conferences on Artificial Intelligence (IJCAI), blz. 5214-5215 2 blz.

    Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic

    Open Access
    Bestand
    47 Downloads (Pure)

  • Bridging the Performance Gap between FGSM and PGD Adversarial Training

    Huang, T., Menkovski, V., Pei, Y. & Pechenizkiy, M., 7 nov. 2020

    Onderzoeksoutput: Andere bijdrage › Overige bijdrage › Academic

    Bestand
    387 Downloads (Pure)

  • Classification of tokamak plasma confinement states with convolutional recurrent neural networks

    Matos, F. (Corresponding author), Menkovski, V., Felici, F., Pau, A. & Jenko, F., mrt. 2020, In: Nuclear Fusion. 60, 3, 16 blz., 036022.

    Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review

    19 Citaten (Scopus)

  • Complex Vehicle Routing with Memory Augmented Neural Networks

    Van Knippenberg, M., Holenderski, M. & Menkovski, V., 10 jun. 2020, Proceedings - 2020 IEEE Conference on Industrial Cyberphysical Systems, ICPS 2020. Institute of Electrical and Electronics Engineers, blz. 303-308 6 blz. 9274782

    Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

    2 Citaten (Scopus)

  • Detection of mild dyspnea from pairs of speech recordings

    Boelders, S., Nallanthighal, V. S., Menkovski, V. & Härmä, A., mei 2020, 2020 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020 - Proceedings. Institute of Electrical and Electronics Engineers, blz. 4102-4106 5 blz. 9054751

    Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

    9 Citaten (Scopus)

  • Diffusion variational autoencoders

    Perez Rey, L. A., Menkovski, V. & Portegies, J., 2020, Proceedings of the 29th International Joint Conference on Artificial Intelligence, IJCAI 2020. Bessiere, C. (uitgave). International Joint Conferences on Artificial Intelligence (IJCAI), blz. 2704-2710 7 blz.

    Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

    13 Citaten (Scopus)

  • Evaluation of CNN Performance in Semantically Relevant Latent Spaces

    van Doorenmalen, J. & Menkovski, V., 2020, Advances in Intelligent Data Analysis XVIII - 18th International Symposium on Intelligent Data Analysis, IDA 2020, Proceedings. Berthold, M. R., Feelders, A. & Krempl, G. (uitgave). Springer, blz. 145-157 13 blz. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12080 LNCS).

    Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

    Open Access
    1 Citaat (Scopus)

  • Explaining Predictions by Approximating the Local Decision Boundary

    Vlassopoulos, G., Erven, T. V., Brighton, H. & Menkovski, V., 14 jun. 2020, (E-publicatie vóór gedrukte publicatie) In: arXiv. 2020, 2006.07985.

    Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic

    Open Access
    Bestand
    214 Downloads (Pure)

  • Pedestrian orientation dynamics from high-fidelity measurements

    Willems, J., Corbetta, A., Menkovski, V. & Toschi, F. (Corresponding author), 15 jul. 2020, In: Scientific Reports. 10, 1, 10 blz., 11653.

    Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review

    Open Access
    11 Citaten (Scopus)

  • Pedestrian orientation dynamics from high-fidelity measurements

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

    Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic

    Open Access
    Bestand
    82 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 blz. 8852372

    Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

    5 Citaten (Scopus)
    5 Downloads (Pure)

  • Can VAEs capture topological properties?

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

    Onderzoeksoutput: Bijdrage aan congres › Paper › Academic

    7 Downloads (Pure)

  • Deep learning velocity signals allows to quantify turbulence intensity

    Corbetta, A., Menkovski, V., Benzi, R. & Toschi, F. (Corresponding author), 14 nov. 2019, In: arXiv. 2019, 14 blz., 1911.05718.

    Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic

    Open Access
    Bestand
    58 Downloads (Pure)

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

    Labit, B. (Corresponding author), 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 anderen, 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.

    Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review

    46 Citaten (Scopus)
    2 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. (uitgave). 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/Congresprocedure › Conferentiebijdrage › Academic › peer review

    2 Citaten (Scopus)
    5 Downloads (Pure)

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

    Verburg, M. G. 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/Congresprocedure › Conferentiebijdrage › Academic › peer review

    58 Citaten (Scopus)
    1 Downloads (Pure)

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

    Coda, S. (Corresponding author), 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 anderen, 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 blz., 112023.

    Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review

    Open Access
    Bestand
    51 Citaten (Scopus)
    156 Downloads (Pure)

  • SHREC'19 Track Extended 2D Scene Image-Based 3D Scene Retrieval

    Abdul-Rashid, H., Yuan, J., Li, B., Lu, Y., Schreck, T., Bui, N. M., Do, T. L., Holenderski, M. J., Jarnikov, D. S., Le, T. K., Menkovski, V., Nguyen, K. T., Nguyen, T. A., Nguyen, V. T., Ninh, V. T., Perez Rey, L. A., Tran, M. T. & Wang, T., 5 mei 2019, EG 3DOR 2019 - Eurographics Workshop on 3D Object Retrieval. Fellner, D. (uitgave). Eurographics Association, blz. 41-48 8 blz.

    Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic

    Open Access
    10 Citaten (Scopus)

  • 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/Congresprocedure › Conferentiebijdrage › Academic › peer review

    3 Citaten (Scopus)
    1 Downloads (Pure)

  • 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. (uitgave). Cham: Springer, blz. 75-116 42 blz.

    Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Hoofdstuk › Academic › peer review

    13 Citaten (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 blz. 8746657

    Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

    18 Citaten (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 blz.

    Onderzoeksoutput: Bijdrage aan congres › Paper › Academic

    Open Access
    Bestand
    409 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. (uitgave). 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/Congresprocedure › Conferentiebijdrage › Academic › peer review

    1 Citaat (Scopus)
    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. (uitgave). blz. 193-194 2 blz. (Belgian/Netherlands Artificial Intelligence Conference).

    Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer 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. (uitgave). blz. 175-176 2 blz.

    Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

    7 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. 8616516

    Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

    Open Access
    Bestand
    24 Citaten (Scopus)
    1002 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/Congresprocedure › Conferentiebijdrage › Academic › peer review

    2 Citaten (Scopus)
    1 Downloads (Pure)
  • 2017

    Benelearn 2017: Proceedings of the Twenty-Sixth Benelux Conference on Machine Learning, Technische Universiteit Eindhoven, 9-10 June 2017

    Duivesteijn, W. (Redacteur), Pechenizkiy, M. (Redacteur), Fletcher, G. H. L. (Redacteur), Menkovski, V. (Redacteur), Postma, E. J. (Redacteur), Vanschoren, J. (Redacteur) & van der Putten, P. (Redacteur), 2017, s.l.: s.n. 194 blz.

    Onderzoeksoutput: Boek/rapport › Boekredactie › Academic › peer review

    Open Access
    Bestand
    5290 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.

    Onderzoeksoutput: Bijdrage aan congres › Abstract › Academic

    Open Access
    Bestand
    277 Downloads (Pure)

  • Towards a neural language model for signature extraction from forensic logs

    Thaler, S. M., Menkovski, V. & Petkovic, M., 1 mei 2017, 2017 5th International Symposium on Digital Forensic and Security, ISDFS 2017. Genge, B. & Haller, P. (uitgave). Piscataway: Institute of Electrical and Electronics Engineers, 6 blz. 7916497

    Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

    15 Citaten (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 . blz. 154 1 blz.

    Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer 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. Ceci, M., Dzeroski, S., Malerba, D., Altun, Y., Das, K., Read, J., Zitnik, M., Stefanowski, J. & Mielikäinen, T. (uitgave). Dordrecht: Springer, blz. 305-316 12 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/Congresprocedure › Conferentiebijdrage › Academic › peer review

    6 Citaten (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 2017. Piscataway: Institute of Electrical and Electronics Engineers, blz. 1-6 8078490

    Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

    2 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, blz. 17-42 26 blz.

    Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review

    6 Citaten (Scopus)
    1 Downloads (Pure)
  • 2013

    Computational inference and control of quality in multimedia services

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

    Onderzoeksoutput: Scriptie › Dissertatie 1 (Onderzoek TU/e / Promotie TU/e)

    Open Access
    Bestand
    679 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/Congresprocedure › Conferentiebijdrage › Academic › peer review

    19 Citaten (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, blz. 127-128

    Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

    30 Citaten (Scopus)

  • Skype resilience to high motion videos

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

    Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review

    5 Citaten (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. (uitgave). Idea Group Inc., blz. 52-73 404 blz.

    Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Hoofdstuk › Academic

    3 Citaten (Scopus)

  • Adaptive psychometric scaling for video quality assessment

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

    Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review

    25 Citaten (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. (uitgave). Idea Group Inc., blz. 172-198 (Premier Reference Source).

    Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Hoofdstuk › Academic

  • QoE for mobile streaming

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

    Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Hoofdstuk › Academic

    Open Access
    Bestand
    106 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. (uitgave). New York: Association for Computing Machinery, Inc, blz. 84-92

    Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

    5 Citaten (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. (uitgave). 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/Congresprocedure › Conferentiebijdrage › Academic › peer review

    7 Citaten (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, blz. 702-707

    Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

    3 Citaten (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. (uitgave). Lisbon: COFAC/Universidade Lusófona de Humanidades e Tecnologias, blz. 128-131

    Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

    Open Access
    Bestand
    74 Downloads (Pure)

  • 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, blz. 13-19 7 blz.

    Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review

    Open Access
    Bestand
    53 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/Congresprocedure › Conferentiebijdrage › Academic › peer review

    5 Citaten (Scopus)
    11 Downloads (Pure)

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

    Cuadra Sánchez, A. (Uitvinder), Mar Cutanda Rodríguez, del, M. (Uitvinder), Liotta, A. (Uitvinder) & Menkovski, V. (Uitvinder), 17 nov. 2011, Octrooi Nr. WO2011141586

    Onderzoeksoutput: Octrooi › Octrooi-publicatie

    Open Access
    Bestand
    52 Downloads (Pure)