An advanced disruption predictor for JET tested in a simulated real-time environment von Rattá, G.A, Vega, J, Murari, A, Vagliasindi, G, Johnson, M.F, de Vries, P.C

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PHAD: a phase-oriented disruption prediction strategy for avoidance, prevention, and mitigation in JET von Rattá, G.A., Vega, J., Murari, A., Gadariya, D., JET Contributors

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Automated estimation of L/H transition times at JET by combining Bayesian statistics and support vector machines von Vega, J, Murari, A, Vagliasindi, G, Rattá, G.A

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Unbiased and non-supervised learning methods for disruption prediction at JET von Murari, A, Vega, J, Rattá, G.A, Vagliasindi, G, Johnson, M.F, Hong, S.H

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Characterization of physics events in JET preceding disruptions von Rattá, G.A., Vega, J., Murari, A., Gadariya, D., Stuart, C., Farías, G.

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Advancing MARFE detection in JET’s operational camera videos through Machine Learning techniques von González Ganzábal, A., Rattá, G.A., Gadariya, D., Dormido-Canto, S.

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A multidimensional linear model for disruption prediction in JET von Rattá, G.A., Vega, J., Murari, A.

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A linear equation based on signal increments to predict disruptive behaviours and the time to disruption on JET von Vega, J., Murari, A., Dormido-Canto, S., Hernández, F., Cruz, T., Gadariya, D., Rattá, G.A.

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Automatic recognition of plasma relevant events: Implications for ITER von Vega, J., Castro, R., Dormido-Canto, S., Rattá, G.A., Ruiz, M.

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Overview of physics studies on ASDEX Upgrade von Asunta, O., Balden, M., Bottino, A., van den Brand, H., Bruhn, C., Chankin, A., Chapman, S., Cianfarani, C., Coster, D.P., Creely, A., D'Arcangelo, O., Douai, D., Drube, R., Duval, B.P., Dux, R., Engelhardt, K., Erofeev, I., Fantz, U., Figuereido, A., Fuchert, G., Garavaglia, S., Garcia-Carrasco, A., Garcia-Muñoz, M., Görler, T., Gradic, D., Griener, M., Günter, S., Hakola, A.H., Happel, T., Harrer, G.F., Harrison, J., Höschen, T., Hopf, C., Huber, A., Ilkei, T., Jacobsen, A.S., Jansen van Vuuren, A., Jenko, F., Käsemann, C.-P., Kappatou, A., Kardaun, O., Kudlacek, O., Li, M., Linder, O., Liu, F., Madsen, J., Maggiora, R., Mailloux, J., Maingi, R., Manhard, A., Mayer, M., Meister, H., Merkel, R., Meshcheriakov, D., Miettunen, J., Milanesio, D., Mink, F., Mlynek, A., Neu, R., Nikolaeva, V., Oberkofler, M., Pan, O., Papp, G., Pautasso, G., Petersson, P., Pinzón Acosta, J., Ploeckl, B., Pokol, G., Poli, E., Pütterich, T., Ratynskaia, S., Raupp, G., Ravera, G.L., Rittich, D., Rodriguez-Ramos, M., Ross, A., Ryan, D., Sanchis-Sanchez, L., Scarabosio, A., Schmitz, O., Schneider, P.A., Schweinzer, J., Seliunin, E., Shabbir, A., Sharapov, S., Sias, G., Siccinio, M., Silvagni, D., Sommariva, C., Tala, T., Valisa, M., Vanovac, B., Verdoolaege, G., Vicente, J., Viezzer, E., Wagner, D., Wang, X., Yang, Z., Zammuto, I., Zoletnik, S.

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Density profiles in stellarators: an overview of particle transport, fuelling and profile shaping studies at TJ-II von Alonso, J.A., Alegre, D., Alonso, J., Antón, R., Arias-Camisón, A., Ascasíbar, E., Baciero, A., Barcala, J.M., Barnes, M., Bueno, L., Bustos, A., de la Cal, E., Calvo, I., Cappa, A., Carralero, D., Carrasco, R., Carreras, B., Castro, R., de Castro, A., Cebrián, L., Chamorro, M., Chmyga, A.A., Colino, P., Duque, J., Escoto, F.J., Estrada, T., Fernández, A., Fraguas, J., Gabriel, A., García, L., García-Cortés, I., García-Gómez, R., García-Regaña, J.M., Godino-Sedano, G., Gómez-Manchón, J., González, A., González-Jerez, A., Guisse, V., Hernández-Sánchez, J., Hernanz, J., Hidalgo, C., Ivanova, P., Jiménez-Denche, A., Jiménez-Rey, D., Koepke, M., Kozachek, A.S., Liniers, M., López, D., López-Bruna, D., López-Miranda, B., de la Luna, E., Maragkoudakis, E., Martín-Díaz, F., Martín-Gómez, G., McCarthy, K.J., Medina, F., Medina-Roque, D., Medrano, M., Méndez, P., Miguel, F.J., van Milligen, B., Molinero, A., Motojima, G., Nedzelskiy, I., Nuñez, R., Ochando, M., Oyarzábal, E., de Pablos, J.L., Palomares, F., Parra, F.I., Pastor, C., Pastor, I., de la Peña, A., Peralta, R., Pereira, A., Pons-Villalonga, P., Portas, A.B., Ramos, F.J., Rattá, G.A., Redondo, M., Reynoso, C., Rincón, E., de la Riva, J., Rodríguez-Fernández, C., Ros, A., Sánchez, J., Sánchez-Sarabia, E., Sebastián, J.A., Soleto, A., Szepesi, T., Tabarés, F.L., Tafalla, D., Takahashi, H., Tamura, N., Thienpondt, H., Tolkachev, A., Tribaldos, V., Varela, J., Velasco, J.L., Voldiner, I.

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Improved feature selection based on genetic algorithms for real time disruption prediction on JET von Rattá, G.A., Vega, J., Murari, A.

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Overview of recent TJ-II stellarator results von Ascasíbar, E., Alba, D., Alonso, J., de Aragón, F., Baciero, A., Barcala, J.M., Blanco, E., Cabrera, S., de la Cal, E., Calvo, I., Cappa, A., Carralero, D., Carreras, B., Castejón, F., Castro, R., de Castro, A., Catalán, G., Chmyga, A.A., Chamorro, M., Dinklage, A., Eliseev, L., Estrada, T., Ezzat, M., Fernández-Marina, F., Fontdecaba, J.M., García, L., González-Jerez, A., Grenfell, G., Guasp, J., Hernández-Sánchez, J., Hernanz, J., Hidalgo, C., Hollmann, E., Jiménez-Denche, A., Kharchev, N., Kirpitchev, I., Kleiber, R., Krupnik, L., Lapayese, F., Liniers, M., Liu, B., López-Bruna, D., López-Fraguas, A., López-Miranda, B., Losada, U., de la Luna, E., Martín de Aguilera, A., Martín-Díaz, F., Martínez-Fuentes, M., Martín-Gómez, G., Martín-Rojo, A.B., Martínez-Fernández, J., McCarthy, K.J., Medina, F., Medrano, M., Melnikov, A.V., Méndez, P., Merino, R., Miguel, F.J., Molinero, A., Momo, B., Navarro, M., Ohshima, S., Olivares, J., Oyarzábal, E., de Pablos, J.L., Pacios, L., Panadero, N., Parra, F., de la Peña, A., Pereira, A., Pinzón, J.R., Portas, A.B., Poveda, E., Quintana, J.A., Ramos, F.J., Redondo, M., Rincón, E., Ríos, L., Rodríguez-Fernández, C., Rodríguez-Rodrigo, L., Rojo, B., Rosa, E., Sánchez, E., Sánchez, M., Sánchez-Sarabia, E., Satake, S., Sebastián, J.A., Sharma, R., Silva, C., Soleto, A., Tabarés, F.L., Tafalla, D., Takahashi, H., Tamura, N., Tolkachev, A., Vega, J., Velasco, G., Velasco, J.L., Yamamoto, S.

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3D effects on transport and plasma control in the TJ-II stellarator von Baciero, A., de Bustos, A., Baiao, D., Barcala, J.M., Blanco, E., Borchardt, M., Botija, J., Cabrera, S., de la Cal, E., Calvo, I., Cappa, A., Carrasco, R., Castro, R., De Castro, A., Catalán, G., Chmyga, A.A., Chamorro, M., Dinklage, A., Eliseev, L., Estrada, T., Fernández-Marina, F., Fontdecaba, J.M., García, L., García-Cortés, I., García-Gómez, R., García-Regaña, J.M., Hatzky, R., Hernanz, J., Herranz, J., Hidalgo, C., Jiménez-Denche, A., Kirpitchev, I., Kleiber, R., Komarov, A.D., Kozachoek, A.S., Krupnik, L., Lapayese, F., Liniers, M., Liu, B., López-Bruna, D., López-Miranda, B., López-Razola, J., Losada, U., de la Luna, E., Martín de Aguilera, A., Martín-Díaz, F., Martínez, M., Martín-Gómez, G., Martín-Hernández, F., Martín-Rojo, A.B., Martínez-Fernández, J., McCarthy, K.J., Medrano, M., Melón, L., Melnikov, A.V., Merino, R., Miguel, F.J., van Milligen, B., Molinero, A., Momo, B., Monreal, P., Moreno, R., Navarro, M., Narushima, Y., Ochando, M.A., Olivares, J., Oyarzábal, E., de Pablos, J.L., Pacios, L., Panadero, N., Pastor, I., de la Peña, A., Pereira, A., Petrov, A., Portas, A.B., Poveda, E., Rattá, G.A., Rincón, E., Ríos, L., Rodríguez, C., Rojo, B., Ros, A., Sánchez, J., Sánchez, M., Sarksian, K., Satake, S., Sebastián, J.A., Silva, C., Solano, E.R., Soleto, A., Tabarés, F.L., Tafalla, D., Tallents, S., Tolkachev, A., Vega, J., Velasco, G., Velasco, J.L., Wolfers, G., Yokoyama, M., Zurro, B.

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Innovative signal processing and data analysis methods on JET for control in the perspective of next-step devices von Murari, A, Vega, J, Mazon, D, Rattà, G.A, Svensson, J, Palazzo, S, Vagliasindi, G, Arena, P, Boulbe, C, Faugeras, B, Fortuna, L, Moreau, D

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Overview of intelligent data retrieval methods for waveforms and images in massive fusion databases von Vega, J., Murari, A., Pereira, A., Portas, A., Rattá, G.A., Castro, R.

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New signal processing methods and information technologies for the real time control of JET reactor relevant plasmas von Murari, A., Vega, J., Mazon, D., Rattá, G.A., M.Gelfusa, Debrie, A., Boulbe, C., Faugeras, B.

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Progress on statistical learning systems as data mining tools for the creation of automatic databases in Fusion environments von Vega, J., Murari, A., Rattá, G.A., González, S., Dormido-Canto, S.

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New information processing methods for control on JET von Murari, A., Vega, J., Mazon, D., Rattá, G.A., Svensson, J., Vagliasindi, G., Blum, J., Boulbe, C., Faugeras, B.

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Recent developments in data mining and soft computing for JET with a view on ITER von Murari, A., Vega, J., Vagliasindi, G., Alonso, J.A., Alves, D., Coelho, R., DeFiore, S., Farthing, J., Hidalgo, C., Rattá, G.A.

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