Learning Ordinal–Hierarchical Constraints for Deep Learning Classifiers

Authors: Rosati, R., Romeo, L., Vargas, V.M., Gutierrez, P.A., Frontoni, E., Hervas-Martinez, C.

Source: IEEE Transactions on Neural Networks and Learning Systems IEEE Trans. Neural Netw. Learning Syst. Neural Networks and Learning Systems, IEEE Transactions on. 36(3):4765-4778 Mar, 2025

Convolutional- and Deep Learning-Based Techniques for Time Series Ordinal Classification

Authors: Ayllon-Gavilan, R., Guijo-Rubio, D., Gutierrez, P.A., Bagnall, A., Hervas-Martinez, C.

Source: IEEE Transactions on Cybernetics IEEE Trans. Cybern. Cybernetics, IEEE Transactions on. 55(2):537-549 Feb, 2025

Cosmology from UNIONS weak lensing profiles of galaxy clusters

Authors: Mpetha, Charlie T., Taylor, James E., Amoura, Yuba, Haggar, Roan, de Boer, Thomas, Guerrini, Sacha, Guinot, Axel, Peters, Fabian Hervas, Hildebrandt, Hendrik, Hudson, Michael J., Kilbinger, Martin, Liaudat, Tobias, McConnachie, Alan, Van Waerbeke, Ludovic, Wittje, Anna

Subject Terms: Astrophysics - Cosmology and Nongalactic Astrophysics

Access URL: http://arxiv.org/abs/2501.09147

The MAJORANA DEMONSTRATOR experiment's construction, commissioning, and performance

Authors: Abgrall, N., Aguayo, E., Arnquist, I. J., Avignone III, F. T., Barabash, A. S., Barton, C. J., Barton, P. J., Bertrand, F. E., Blalock, E., Bos, B., Boswell, M., Bradley, A. W., Brudanin, V., Burritt, T. H., Busch, M., Buuck, M., Byram, D., Caldwell, A. S., Caldwell, T. S., Chan, Y. -D., Christofferson, C. D., Chu, P. -H., Clark, M. L., Combs, D. C., Cuesta, C., Detwiler, J. A., Efremenko, Yu., Ejiri, H., Elliott, S. R., Fast, J. E., Finnerty, P., Fraenkle, F. M., Fuad, N., Fuller, E., Gilliss, T., Giovanetti, G. K., Goett, J., Green, M. P., Gruszko, J., Guinn, I. S., Guiseppe, V. E., Harper, G. C., Haufe, C. R., Henning, R., Aguilar, D. Hervas, Hoppe, E. W., Hostiuc, A., Howe, M. A., Jasinski, B. R., Keeter, K. J., Kidd, M. F., Kim, I., Kouzes, R. T., LaFerriere, B. D., Lannen V, T. E., Li, A., Loach, J. C., Lopez, A. M., Lopez-Castano, J. M., MacMullin, J., MacMullin, S., Martin, E. L., Martin, R. D., Massarczyk, R., Meijer, S. J., Merriman, J. H., Mertens, S., Miley, H. S., Myslik, J., Oli, T. K., Orrell, J. L., O'Shaughnessy, C., Othman, G., Overman, N. R., Peterson, D., Pettus, W., Poon, A. W. P., Radford, D. C., Rager, J., Reine, A. L., Rielage, K., Robertson, R. G. H., Rodriguez, L., Ruof, N. W., Salazar, H., Schaper, D. C., Schleich, S. J., Shanks, B., Shirchenko, M., Snavely, K. J., Snyder, N., Soin, A., Steele, D., Suriano, A. M., Swift, G., Trimble, D. Tedeschi J. E., Turqueti, M., Van Wechel, T. D., Varner, R. L., Vasilyev, S., Vorren, K., Watkins, S. L., White, B. R., Wilkerson, J. F., Wiseman, C., Xu, W., Yaver, H., Yu, C. -H., Yumatov, V. I., Zhitnikov, I., Zhu, B. X.

Subject Terms: Physics - Instrumentation and Detectors, Nuclear Experiment

Access URL: http://arxiv.org/abs/2501.02060

EoFNets: EyeonFlare Networks to predict solar flare using Temporal Convolutional Network (TCN)

Authors: Guesmi, Besma, Daghrir, Jinen, Moloney, David, Ortega, Carlos Urbina, Furano, Gianluca, Mandorlo, Giuseppe, Hervas-Martin, Elena, Espinosa-Aranda, Jose Luis

Source: 2024 10th International Conference on Control, Decision and Information Technologies (CoDIT) Control, Decision and Information Technologies (CoDIT), 2024 10th International Conference on. :1120-1126 Jul, 2024

Relation: 2024 10th International Conference on Control, Decision and Information Technologies (CoDIT)

Galaxy-Point Spread Function correlations as a probe of weak-lensing systematics with UNIONS data

Authors: Guerrini, Sacha, Kilbinger, Martin, Leterme, Hubert, Guinot, Axel, Wang, Jingwei, Peters, Fabian Hervas, Hildebrandt, Hendrik, Hudson, Michael J., McConnachie, Alan

Subject Terms: Astrophysics - Cosmology and Nongalactic Astrophysics

Access URL: http://arxiv.org/abs/2412.14666

Splitting criteria for ordinal decision trees: an experimental study

Authors: Ayllón-Gavilán, Rafael, Martínez-Estudillo, Francisco José, Guijo-Rubio, David, Hervás-Martínez, César, Gutiérrez, Pedro Antonio

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2412.13697

UNIONS: a direct measurement of intrinsic alignment with BOSS/eBOSS spectroscopy

Authors: Peters, Fabian Hervas, Kilbinger, Martin, Paviot, Romain, Baumont, Lucie, Russier, Elisa, Zhang, Ziwen, Murray, Calum, Pettorino, Valeria, de Boer, Thomas, Fabbro, Sébastien, Guerrini, Sacha, Hildebrandt, Hendrik, Hudson, Mike, Van Waerbeke, Ludovic, Wittje, Anna

Subject Terms: Astrophysics - Cosmology and Nongalactic Astrophysics

Access URL: http://arxiv.org/abs/2412.01790

D-shaped body wake control through flexible filaments

Authors: Muñoz-Hervás, J. C., Semin, B., Lorite-Díez, M., Michon, G. J., D'Adamo, Juan, Jiménez-González, J. I., Godoy-Diana, R.

Subject Terms: Physics - Fluid Dynamics

Access URL: http://arxiv.org/abs/2411.08556

Final Results of the MAJORANA DEMONSTRATOR's Search for Double-Beta Decay of $^{76}$Ge to Excited States of $^{76}$Se

Authors: Arnquist, I. J., Avignone III, F. T., Barabash, A. S., Blalock, E., Bos, B., Busch, M., Chan, Y. -D., Chapman, J. R., Christofferson, C. D., Chu, P. -H., Cuesta, C., Detwiler, J. A., Efremenko, Yu., Ejiri, H., Elliott, S. R., Fuad, N., Giovanetti, G. K., Green, M. P., Gruszko, J., Guinn, I. S., Guiseppe, V. E., Haufe, C. R., Henning, R., Aguilar, D. Hervas, Hoppe, E. W., Kim, I., Kouzes, R. T., Lannen V, T. E., Li, A., Massarczyk, R., Meijer, S. J., Oli, T. K., Paudel, L. S., Pettus, W., Poon, A. W. P., Radford, D. C., Reine, A. L., Rielage, K., Schaper, D. C., Schleich, S. J., Tedeschi, D., Varner, R. L., Vasilyev, S., Watkins, S. L., Wilkerson, J. F., Wiseman, C., Yu, C. -H., Zhu, B. X.

Subject Terms: Nuclear Experiment

Access URL: http://arxiv.org/abs/2410.03995

An assay-based background projection for the MAJORANA DEMONSTRATOR using Monte Carlo Uncertainty Propagation

Authors: Arnquist, I. J., Avignone III, F. T., Barabash, A. S., Barton, C. J., Bhimani, K. H., Blalock, E., Bos, B., Busch, M., Caldwell, T. S., Chan, Y. -D., Christofferson, C. D., Chu, P. -H., Clark, M. L., Cuesta, C., Detwiler, J. A., Efremenko, Yu., Ejiri, H., Elliott, S. R., Fuad, N., Giovanetti, G. K., Green, M. P., Gruszko, J., Guinn, I. S., Guiseppe, V. E., Haufe, C. R., Henning, R., Aguilar, D. Hervas, Hoppe, E. W., Hostiuc, A., Kidd, M. F., Kim, I., Kouzes, R. T., Lannen V, T. E., Li, A., López-Castaño, J. M., Martin, R. D., Massarczyk, R., Meijer, S. J., Oli, T. K., Paudel, L. S., Pettus, W., Poon, A. W. P., Radford, D. C., Reine, A. L., Rielage, K., Ruof, N. W., Schaper, D. C., Schleich, S. J., Tedeschi, D., Varner, R. L., Vasilyev, S., Watkins, S. L., Wilkerson, J. F., Wiseman, C., Xu, W., Yu, C. -H.

Subject Terms: Nuclear Experiment, Physics - Instrumentation and Detectors

Access URL: http://arxiv.org/abs/2408.06786

dlordinal: a Python package for deep ordinal classification

Authors: Bérchez-Moreno, Francisco, Vargas, Víctor M., Ayllón-Gavilán, Rafael, Guijo-Rubio, David, Hervás-Martínez, César, Fernández, Juan C., Gutiérrez, Pedro A.

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2407.17163

Improving the classification of extreme classes by means of loss regularisation and generalised beta distributions

Authors: Vargas, Víctor Manuel, Gutiérrez, Pedro Antonio, Barbero-Gómez, Javier, Hervás-Martínez, César

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2407.12417

Enhanced Computational Storage Device Employing AI-based Triage

Authors: Guesmi, Besma, Hervas-Martin, Elena, Moloney, David, Espinosa-Aranda, Jose Luis

Source: 2023 European Data Handling & Data Processing Conference (EDHPC) Data Handling & Data Processing Conference (EDHPC), 2023 European. :1-5 Oct, 2023

Relation: 2023 European Data Handling & Data Processing Conference (EDHPC)

A Comparison Between Multilayer Perceptrons and Kolmogorov-Arnold Networks for Multi-Task Classification in Sitting Posture Recognition

Authors: Carneros-Prado, D., Cabanero-Gomez, L., Johnson, E., Gonzalez, I., Fontecha, J., Hervas, R.

Source: IEEE Access Access, IEEE. 12:180198-180209 2024

Creating an API Ecosystem for Assistive Technologies Oriented to Cognitive Disabilities

Authors: Hervas, R., Francisco, V., Concepcion, E., Sevilla, A.F.G., Mendez, G.

Source: IEEE Access Access, IEEE. 12:163224-163240 2024

Euclid preparation. Sensitivity to non-standard particle dark matter model

Authors: Euclid Collaboration, Lesgourgues, J., Schwagereit, J., Bucko, J., Parimbelli, G., Giri, S. K., Hervas-Peters, F., Schneider, A., Archidiacono, M., Pace, F., Sakr, Z., Amara, A., Amendola, L., Andreon, S., Auricchio, N., Aussel, H., Baccigalupi, C., Baldi, M., Bardelli, S., Bender, R., Bodendorf, C., Bonino, D., Branchini, E., Brescia, M., Brinchmann, J., Camera, S., Capobianco, V., Carbone, C., Cardone, V. F., Carretero, J., Casas, S., Castellano, M., Castignani, G., Cavuoti, S., Cimatti, A., Colodro-Conde, C., Congedo, G., Conselice, C. J., Conversi, L., Copin, Y., Courbin, F., Courtois, H. M., Da Silva, A., Degaudenzi, H., De Lucia, G., Di Giorgio, A. M., Douspis, M., Dubath, F., Dupac, X., Dusini, S., Farina, M., Farrens, S., Ferriol, S., Fosalba, P., Frailis, M., Franceschi, E., Fumana, M., Galeotta, S., Gillis, B., Giocoli, C., Grazian, A., Grupp, F., Guzzo, L., Haugan, S. V. H., Hoekstra, H., Holmes, W., Hook, I., Hormuth, F., Hornstrup, A., Ilić, S., Jahnke, K., Joachimi, B., Keihänen, E., Kermiche, S., Kiessling, A., Kubik, B., Kunz, M., Kurki-Suonio, H., Laureijs, R., Ligori, S., Lilje, P. B., Lindholm, V., Lloro, I., Mainetti, G., Maino, D., Maiorano, E., Mansutti, O., Marggraf, O., Markovic, K., Martinelli, M., Martinet, N., Marulli, F., Massey, R., Medinaceli, E., Mei, S., Mellier, Y., Meneghetti, M., Merlin, E., Meylan, G., Moresco, M., Moscardini, L., Munari, E., Nakajima, R., Neissner, C., Niemi, S. -M., Nightingale, J. W., Padilla, C., Paltani, S., Pasian, F., Pedersen, K., Percival, W. J., Pettorino, V., Polenta, G., Poncet, M., Popa, L. A., Raison, F., Rebolo, R., Renzi, A., Rhodes, J., Riccio, G., Romelli, E., Roncarelli, M., Saglia, R., Sánchez, A. G., Sapone, D., Sartoris, B., Scaramella, R., Schewtschenko, J. A., Schneider, P., Schrabback, T., Secroun, A., Sefusatti, E., Seidel, G., Serrano, S., Sirignano, C., Sirri, G., Stanco, L., Steinwagner, J., Tallada-Crespí, P., Tereno, I., Toledo-Moreo, R., Torradeflot, F., Tutusaus, I., Valenziano, L., Vassallo, T., Veropalumbo, A., Wang, Y., Weller, J., Zamorani, G., Zucca, E., Biviano, A., Boucaud, A., Bozzo, E., Burigana, C., Calabrese, M., Di Ferdinando, D., Vigo, J. A. Escartin, Fabbian, G., Farinelli, R., Gracia-Carpio, J., Mauri, N., Nucita, A. A., Scottez, V., Tenti, M., Viel, M., Wiesmann, M., Akrami, Y., Anselmi, S., Ballardini, M., Bertacca, D., Blot, L., Böhringer, H., Borgani, S., Bruton, S., Cabanac, R., Calabro, A., Cappi, A., Carvalho, C. S., Castro, T., Chambers, K. C., Contarini, S., Cooray, A. R., Davini, S., De Caro, B., de la Torre, S., Desprez, G., Díaz-Sánchez, A., Di Domizio, S., Dole, H., Escoffier, S., Ferrari, A. G., Ferreira, P. G., Ferrero, I., Finelli, F., Fornari, F., Gabarra, L., Ganga, K., García-Bellido, J., Gaztanaga, E., Giacomini, F., Gozaliasl, G., Hildebrandt, H., Hjorth, J., Munñoz, A. Jimenez, Joudaki, S., Kajava, J. J. E., Kansal, V., Karagiannis, D., Kirkpatrick, C. C., Legrand, L., Libet, G., Loureiro, A., Macias-Perez, J., Maggio, G., Magliocchetti, M., Mannucci, F., Maoli, R., Martins, C. J. A. P., Matthew, S., Maurin, L., Metcalf, R. B., Migliaccio, M., Monaco, P., Moretti, C., Morgante, G., Nadathur, S., Walton, Nicholas A., Patrizii, L., Pezzotta, A., Pöntinen, M., Popa, V., Porciani, C., Potter, D., Reimberg, P., Risso, I., Rocci, P. -F., Sahlén, M., Sereno, M., Simon, P., Mancini, A. Spurio, Tao, C., Tessore, N., Testera, G., Teyssier, R., Toft, S., Tosi, S., Troja, A., Tucci, M., Valieri, C., Valiviita, J., Vergani, D., Verza, G.

Source: A&A 693, A249 (2025)

Subject Terms: Astrophysics - Cosmology and Nongalactic Astrophysics

Access URL: http://arxiv.org/abs/2406.18274

Euclid preparation. Sensitivity to neutrino parameters

Authors: Euclid Collaboration, Archidiacono, M., Lesgourgues, J., Casas, S., Pamuk, S., Schöneberg, N., Sakr, Z., Parimbelli, G., Schneider, A., Peters, F. Hervas, Pace, F., Sabarish, V. M., Costanzi, M., Camera, S., Carbone, C., Clesse, S., Frusciante, N., Fumagalli, A., Monaco, P., Scott, D., Viel, M., Amara, A., Andreon, S., Auricchio, N., Baldi, M., Bardelli, S., Bodendorf, C., Bonino, D., Branchini, E., Brescia, M., Brinchmann, J., Capobianco, V., Cardone, V. F., Carretero, J., Castellano, M., Cavuoti, S., Cimatti, A., Congedo, G., Conselice, C. J., Conversi, L., Copin, Y., Courbin, F., Courtois, H. M., Da Silva, A., Degaudenzi, H., Douspis, M., Dubath, F., Duncan, C. A. J., Dupac, X., Dusini, S., Ealet, A., Farina, M., Farrens, S., Ferriol, S., Frailis, M., Franceschi, E., Galeotta, S., Gillis, B., Giocoli, C., Grazian, A., Grupp, F., Guzzo, L., Haugan, S. V. H., Hoekstra, H., Hormuth, F., Hornstrup, A., Jahnke, K., Joachimi, B., Keihänen, E., Kermiche, S., Kiessling, A., Kilbinger, M., Kitching, T., Kubik, B., Kunz, M., Kurki-Suonio, H., Ligori, S., Lilje, P. B., Lindholm, V., Lloro, I., Maino, D., Maiorano, E., Mansutti, O., Marggraf, O., Markovic, K., Martinet, N., Marulli, F., Massey, R., Maurogordato, S., McCracken, H. J., Medinaceli, E., Mei, S., Mellier, Y., Meneghetti, M., Merlin, E., Meylan, G., Moresco, M., Moscardini, L., Munari, E., Niemi, S. -M., Nightingale, J. W., Padilla, C., Paltani, S., Pasian, F., Pedersen, K., Percival, W. J., Pettorino, V., Pires, S., Polenta, G., Poncet, M., Popa, L. A., Pozzetti, L., Raison, F., Rebolo, R., Renzi, A., Rhodes, J., Riccio, G., Romelli, E., Roncarelli, M., Saglia, R., Sapone, D., Sartoris, B., Scaramella, R., Schirmer, M., Schneider, P., Schrabback, T., Secroun, A., Seidel, G., Serrano, S., Sirignano, C., Sirri, G., Stanco, L., Tallada-Crespí, P., Taylor, A. N., Tereno, I., Toledo-Moreo, R., Torradeflot, F., Tutusaus, I., Valenziano, L., Vassallo, T., Veropalumbo, A., Wang, Y., Weller, J., Zamorani, G., Zoubian, J., Zucca, E., Biviano, A., Boucaud, A., Bozzo, E., Burigana, C., Calabrese, M., Colodro-Conde, C., Crocce, M., Fabbian, G., Graciá-Carpio, J., Mainetti, G., Martinelli, M., Mauri, N., Neissner, C., Scottez, V., Tenti, M., Wiesmann, M., Akrami, Y., Anselmi, S., Baccigalupi, C., Ballardini, M., Bernardeau, F., Bertacca, D., Borgani, S., Borsato, E., Bruton, S., Cabanac, R., Cappi, A., Carvalho, C. S., Castignani, G., Castro, T., Cañas-Herrera, G., Chambers, K. C., Contarini, S., Cooray, A. R., Coupon, J., Davini, S., de la Torre, S., De Lucia, G., Desprez, G., Di Domizio, S., Díaz-Sánchez, A., Vigo, J. A. Escartin, Escoffier, S., Ferreira, P. G., Ferrero, I., Finelli, F., Gabarra, L., Ganga, K., García-Bellido, J., Gaztanaga, E., Giacomini, F., Gozaliasl, G., Gregorio, A., Hall, A., Hildebrandt, H., Ilić, S., Kajava, J. J. E., Kansal, V., Karagiannis, D., Kirkpatrick, C. C., Legrand, L., Loureiro, A., Macias-Perez, J., Maggio, G., Magliocchetti, M., Mannucci, F., Maoli, R., Martins, C. J. A. P., Matthew, S., Maurin, L., Metcalf, R. B., Migliaccio, M., Morgante, G., Nadathur, S., Walton, Nicholas A., Patrizii, L., Pezzotta, A., Pöntinen, M., Popa, V., Porciani, C., Potter, D., Reimberg, P., Risso, I., Rocci, P. -F., Sahlén, M., Sánchez, A. G., Sefusatti, E., Sereno, M., Simon, P., Mancini, A. Spurio, Steinwagner, J., Testera, G., Tewes, M., Teyssier, R., Toft, S., Tosi, S., Troja, A., Tucci, M., Valieri, C., Valiviita, J., Vergani, D., Verza, G., Vielzeuf, P.

Source: A&A 693, A58 (2025)

Subject Terms: Astrophysics - Cosmology and Nongalactic Astrophysics

Access URL: http://arxiv.org/abs/2405.06047

Point-Spread Function errors for weak lensing - density cross-correlations. Application to UNIONS

Authors: Zhang, Ziwen, Kilbinger, Martin, Peters, Fabian Hervas, Li, Qinxun, Luo, Wentao, Baumont, Lucie, Cuillandre, Jean-Charles, Fabbro, Sebastien, Gwyn, Stephen, McConnachie, Alan, Wittje, Anna

Source: A&A 691, A75 (2024)

Subject Terms: Astrophysics - Cosmology and Nongalactic Astrophysics

Access URL: http://arxiv.org/abs/2405.03434

Black-Hole-to-Halo Mass Relation From UNIONS Weak Lensing

Authors: Li, Qinxun, Kilbinger, Martin, Luo, Wentao, Wang, Kai, Wang, Huiyuan, Wittje, Anna, Hildebrandt, Hendrik, van Waerbeke, Ludovic, Hudson, Michael J., Farrens, Samuel, Liaudat, Tobias I., Liu, Huiling, Zhang, Ziwen, Wang, Qingqing, Russier, Elisa, Guinot, Axel, Baumont, Lucie, Peters, Fabian Hervas, de Boer, Thomas, Wang, Jiaqi

Subject Terms: Astrophysics - Astrophysics of Galaxies, Astrophysics - Cosmology and Nongalactic Astrophysics

Access URL: http://arxiv.org/abs/2402.10740