V. Menkovski

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V. Menkovski

dr.

 https://orcid.org/0000-0001-5262-0605
  • 835
    Citations - based on content available in repository [source: Scopus]
20082025

Content available in repository

Search results

  • 2021

    ProtoInfoMax: Prototypical Networks with Mutual Information Maximization for Out-of-Domain Detection

    Ni'mah, I., Fang, M., Menkovski, V. & Pechenizkiy, M., 2021, Findings of the Association for Computational Linguistics, Findings of ACL: EMNLP 2021. Moens, M.-F., Huang, X., Specia, L. & Yih, S.W.-T. (eds.). p. 1606-1617 12 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    3 Citations (Scopus)

  • Time-Constrained Multi-Agent Path Finding in Non-Lattice Graphs with Deep Reinforcement Learning

    van Knippenberg, M. S., Holenderski, M. J. & Menkovski, V., 30 Nov 2021, Asian Conference on Machine Learning. p. 1317-1332 16 p. (Proceedings of Machine Learning Research; vol. 157).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    Open Access
    1 Citation (Scopus)
  • 2020

    A comparison of methods for 3D scene shape retrieval

    Yuan, J., Abdul-Rashid, H., Li, B. (Corresponding author), Lu, Y., Schreck, T., Bai, S., Bai, X., Bui, N. M., Do, M. N., Do, T. L., Duong, A. D., He, K., He, X., Holenderski, M., Jarnikov, D., Le, T. K., Li, W., Liu, A., Liu, X. & Menkovski, V. & 15 others, Nguyen, K. T., Nguyen, T. A., Nguyen, V. T., Nie, W., Ninh, V. T., Perez Rey, L. A., Su, Y., Ton-That, V., Tran, M. T., Wang, T., Xiang, S., Zhe, S., Zhou, H., Zhou, Y. & Zhou, Z., Dec 2020, In: Computer Vision and Image Understanding. 201, 21 p., 103070.

    Research output: Contribution to journal › Article › Academic › peer-review

    8 Citations (Scopus)

  • A Metric for Linear Symmetry-Based Disentanglement

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

    Research output: Contribution to conference › Paper › Academic

    File
    93 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. (ed.). International Joint Conferences on Artificial Intelligence (IJCAI), p. 5214-5215 2 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic

    Open Access
    File
    48 Downloads (Pure)

  • Bridging the Performance Gap between FGSM and PGD Adversarial Training

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

    Research output: Other contribution › Academic

    File
    395 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., Mar 2020, In: Nuclear Fusion. 60, 3, 16 p., 036022.

    Research output: Contribution to journal › Article › Academic › peer-review

    19 Citations (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, p. 303-308 6 p. 9274782

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    3 Citations (Scopus)

  • Detection of mild dyspnea from pairs of speech recordings

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

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    9 Citations (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. (ed.). International Joint Conferences on Artificial Intelligence (IJCAI), p. 2704-2710 7 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    13 Citations (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. (eds.). Springer, p. 145-157 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12080 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    Open Access
    1 Citation (Scopus)

  • Explaining Predictions by Approximating the Local Decision Boundary

    Vlassopoulos, G., Erven, T. V., Brighton, H. & Menkovski, V., 14 Jun 2020, (E-pub ahead of print) In: arXiv. 2020, 2006.07985.

    Research output: Contribution to journal › Article › Academic

    Open Access
    File
    222 Downloads (Pure)

  • Pedestrian orientation dynamics from high-fidelity measurements

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

    Research output: Contribution to journal › Article › Academic

    Open Access
    File
    82 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 p., 11653.

    Research output: Contribution to journal › Article › Academic › peer-review

    Open Access
    13 Citations (Scopus)
  • 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 proceeding › Conference contribution › Academic › peer-review

    6 Citations (Scopus)
    5 Downloads (Pure)

  • Can VAEs capture topological properties?

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

    Research output: Contribution to conference › 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 p., 1911.05718.

    Research output: Contribution to journal › Article › Academic

    Open Access
    File
    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 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 journal › Article › Academic › peer-review

    47 Citations (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. (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 proceeding › Conference contribution › Academic › peer-review

    2 Citations (Scopus)
    5 Downloads (Pure)

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

    Verburg, M. G. 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 proceeding › Conference contribution › Academic › peer-review

    59 Citations (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 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 journal › Article › Academic › peer-review

    Open Access
    File
    51 Citations (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 May 2019, EG 3DOR 2019 - Eurographics Workshop on 3D Object Retrieval. Fellner, D. (ed.). Eurographics Association, p. 41-48 8 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic

    Open Access
    10 Citations (Scopus)

  • Stampnet: unsupervised multi-class object discovery

    Visser, J., Corbetta, A., Menkovski, V. & Toschi, F., Sept 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 proceeding › Conference contribution › Academic › peer-review

    3 Citations (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. (eds.). Cham: Springer, p. 75-116 42 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review

    13 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 proceeding › Conference contribution › Academic › peer-review

    18 Citations (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 Sept 2018. 15 p.

    Research output: Contribution to conference › Paper › Academic

    Open Access
    File
    410 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 proceeding › Conference contribution › Academic › peer-review

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

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › 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. (eds.). p. 175-176 2 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › 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, p. 3063-3068 6 p. 8616516

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    Open Access
    File
    25 Citations (Scopus)
    1011 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 proceeding › Conference contribution › Academic › peer-review

    2 Citations (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. (Editor), Pechenizkiy, M. (Editor), Fletcher, G. H. L. (Editor), Menkovski, V. (Editor), Postma, E. J. (Editor), Vanschoren, J. (Editor) & van der Putten, P. (Editor), 2017, s.l.: s.n. 194 p.

    Research output: Book/Report › Book editing › Academic › peer-review

    Open Access
    File
    5317 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 conference › Abstract › Academic

    Open Access
    File
    277 Downloads (Pure)

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

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

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    15 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 proceeding › Conference contribution › 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. (eds.). Dordrecht: Springer, p. 305-316 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10536 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    6 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 2017. Piscataway: Institute of Electrical and Electronics Engineers, p. 1-6 8078490

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › 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, p. 17-42 26 p.

    Research output: Contribution to journal › Article › Academic › peer-review

    6 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: Thesis › Phd Thesis 1 (Research TU/e / Graduation TU/e)

    Open Access
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    681 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 proceeding › Conference contribution › Academic › peer-review

    19 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 proceeding › Conference contribution › Academic › peer-review

    30 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 journal › Article › Academic › peer-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 Inc., p. 52-73 404 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic

    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 journal › Article › Academic › peer-review

    25 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 Inc., p. 172-198 (Premier Reference Source).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic

  • 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 proceeding › Chapter › Academic

    Open Access
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    108 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 proceeding › Conference contribution › Academic › peer-review

    5 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 proceeding › Conference contribution › Academic › peer-review

    7 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 proceeding › Conference contribution › Academic › peer-review

    3 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 proceeding › Conference contribution › Academic › peer-review

    Open Access
    File
    75 Downloads (Pure)