MLP ensembles improve long term prediction accuracy over single networks von Adeodato, Paulo J.L., Arnaud, Adrian L., Vasconcelos, Germano C., Cunha, Rodrigo C.L.V., Monteiro, Domingos S.M.P.

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The Power of Sampling and Stacking for the PaKDD-2007 Cross-Selling Problem von Adeodato, Paulo J.L, Vasconcelos, Germano C, Arnaud, Adrian L, Cunha, Rodrigo C.L.V, Monteiro, Domingos S.M.P, Neto, Rosalvo F.O

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Domain Driven Data Mining for Unavailability Estimation of Electrical Power Grids von Adeodato, Paulo J. L., Braga, Petrônio L., Arnaud, Adrian L., Vasconcelos, Germano C., Guedes, Frederico, Menezes, Hélio B., Limeira, Giorgio O.

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Data transformations and seasonality adjustments improve forecasts of MLP ensembles von Salazar, D. S. P., Adeodato, P. J. L., Arnaud, A. L.

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The role of temporal feature extraction and bagging of MLP neural networks for solving the WCCI 2008 Ford Classification Challenge von Adeodato, P.J.L., Arnaud, A.L., Vasconcelos, G.C., Cunha, R.C.L.V., Gurgel, T.B., Monteiro, D.S.M.P.

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DMPML Data Mining Preparation Markup Language von Goncalves, P.M., Arnaud, A.L., Barros, R.S.M.

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Membrane-free culture and real-time barrier integrity assessment of perfused intestinal epithelium tubes von Trietsch, Sebastiaan J., Naumovska, Elena, Kurek, Dorota, Setyawati, Meily C., Vormann, Marianne K., Wilschut, Karlijn J., Lanz, Henriëtte L., Nicolas, Arnaud, Ng, Chee Ping, Joore, Jos, Kustermann, Stefan, Roth, Adrian, Hankemeier, Thomas, Moisan, Annie, Vulto, Paul

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Relationship between ventilator-associated pneumonia and mortality in COVID-19 patients: a planned ancillary analysis of the coVAPid cohort von Nseir, Saad, Martin-Loeches, Ignacio, Povoa, Pedro, Metzelard, Matthieu, Du Cheyron, Damien, Lambiotte, Fabien, Tamion, Fabienne, Labruyere, Marie, Makris, Demosthenes, Boulle Geronimi, Claire, Pinetonde Chambrun, Marc, Nyunga, Martine, Pouly, Olivier, Mégarbane, Bruno, Saade, Anastasia, Gomà, Gemma, Magira, Eleni, Llitjos, Jean-François, Torres, Antoni, Ioannidou, Iliana, Pierre, Alexandre, Coelho, Luis, Reignier, Jean, Garot, Denis, Kreitmann, Louis, Baudel, Jean-Luc, Voiriot, Guillaume, Contou, Damien, Beurton, Alexandra, Asfar, Pierre, Boyer, Alexandre, Thille, Arnaud W., Mekontso-Dessap, Armand, Tsolaki, Vassiliki, Vinsonneau, Christophe, Floch, Pierre-Edouard, Le Guennec, Loïc, Ceccato, Adrian, Artigas, Antonio, Bouchereau, Mathilde, Labreuche, Julien, Duhamel, Alain, Rouzé, Anahita, Favory, Raphaël, Préau, Sébastien, Jourdain, Mercé, Poissy, Julien, Leger, Piehr Saint, Van der Linden, Thierry, Veinstein, Anne, Azoulay, Elie, Pene, Frédéric, Martin, Maelle, Razazi, Keyvan, Plantefeve, Gaëtan, Fartoukh, Muriel, Thevenin, Didier, Guidet, Bertrand, Weiss, Nicolas, Kouatchet, Achille, Salmon, Charlotte, Brunin, Guillaume, Nemlaghi, Safaa, Meguerditchian, David, Argaud, Laurent, Voicu, Sebastian, Luyt, Charles-Edouard, Kowalski, Benjamin, Moglia, Edgar, Morales, Luis, Koutsoukou, Antonia, Mentzelopoulos, Spyros D., Nora, David, Boyd, Sean, Maizel, Julien, Cuchet, Pierre, Delforge, Quentin, Quenot, Jean-Pierre, Boyer, Déborah, Cilloniz, Catia

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Atherectomy With Drug-Eluting Balloon for Common Femoral Artery Occlusive Disease: 2-Year Experience von Kerzmann, Arnaud L., Boesmans, Evelyne, Holemans, Charlotte, Szecel, Delphine, Alexandrescu, Vlad-Adrian, Defraigne, Jean-Olivier

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Will high-resolution global ocean models benefit coupled predictions on short-range to climate timescales? von Hewitt, Helene T., Bell, Michael J., Chassignet, Eric P., Czaja, Arnaud, Ferreira, David, Griffies, Stephen M., Hyder, Pat, McClean, Julie L., New, Adrian L., Roberts, Malcolm J.

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Below-cloud scavenging of aerosol by rain: a review of numerical modelling approaches and sensitivity simulations with mineral dust in the Met Office's Unified Model von Jones, Anthony C, Hill, Adrian, Hemmings, John, Lemaitre, Pascal, Quérel, Arnaud, Ryder, Claire L, Woodward, Stephanie

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3.3-million-year-old stone tools from Lomekwi 3, West Turkana, Kenya von Harmand, Sonia, Lewis, Jason E., Feibel, Craig S., Lepre, Christopher J., Prat, Sandrine, Lenoble, Arnaud, Boës, Xavier, Quinn, Rhonda L., Brenet, Michel, Arroyo, Adrian, Taylor, Nicholas, Clément, Sophie, Daver, Guillaume, Brugal, Jean-Philip, Leakey, Louise, Mortlock, Richard A., Wright, James D., Lokorodi, Sammy, Kirwa, Christopher, Kent, Dennis V., Roche, Hélène

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Clonal tracking in gene therapy patients reveals a diversity of human hematopoietic differentiation programs von Six, Emmanuelle, Guilloux, Agathe, Denis, Adeline, Lecoules, Arnaud, Magnani, Alessandra, Vilette, Romain, Male, Frances, Cagnard, Nicolas, Delville, Marianne, Magrin, Elisa, Caccavelli, Laure, Roudaut, Cécile, Plantier, Clemence, Sobrino, Steicy, Gregg, John, Nobles, Christopher L., Everett, John K., Hacein-Bey-Abina, Salima, Galy, Anne, Fischer, Alain, Thrasher, Adrian J., André, Isabelle, Cavazzana, Marina, Bushman, Frederic D.

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Recombination-activating gene 1 ( Rag1 )–deficient mice with severe combined immunodeficiency treated with lentiviral gene therapy demonstrate autoimmune Omenn-like syndrome von van Til, Niek P., PhD, Sarwari, Roya, MSc, Visser, Trudi P., BSc, Hauer, Julia, MD, Lagresle-Peyrou, Chantal, PhD, van der Velden, Guus, BSc, Malshetty, Vidyasagar, PhD, Cortes, Patricia, PhD, Jollet, Arnaud, PhD, Danos, Olivier, PhD, Cassani, Barbara, PhD, Zhang, Fang, PhD, Thrasher, Adrian J., MD, PhD, Fontana, Elena, PhD, Poliani, Pietro L., MD, PhD, Cavazzana, Marina, MD, PhD, Verstegen, Monique M.A., PhD, Villa, Anna, MD, PhD, Wagemaker, Gerard, PhD

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Distinct Fluorescence Optical Imaging Patient Clusters Emerge for Seropositive and Seronegative Rheumatoid Arthritis von Kisten, Yogan, Arnaud, Laurent, Levitsky, Adrian, Györi, Noémi, Larsson, Per, Hensvold, Aase, Catrina, Anca, Af Klint, Erik, Rezaei, Hamed

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Near-Sun observations of an F-corona decrease and K-corona fine structure von Howard, R. A., Vourlidas, A., Bothmer, V., Colaninno, R. C., DeForest, C. E., Gallagher, B., Hall, J. R., Hess, P., Higginson, A. K., Korendyke, C. M., Kouloumvakos, A., Lamy, P. L., Liewer, P. C., Linker, J., Linton, M., Penteado, P., Plunkett, S. P., Poirier, N., Raouafi, N. E., Rich, N., Rochus, P., Rouillard, A. P., Socker, D. G., Stenborg, G., Thernisien, A. F., Viall, N. M.

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Multidrug-resistant tuberculosis von Chiang, Chen-Yuan, Van Deun, Armand, Trébucq, Arnaud, Piubello, Alberto, Schwoebel, Valérie, Rieder, Hans L

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Correction to: Relationship between ventilator-associated pneumonia and mortality in COVID-19 patients: a planned ancillary analysis of the coVAPid cohort von Nseir, Saad, Martin-Loeches, Ignacio, Povoa, Pedro, Metzelard, Matthieu, Du Cheyron, Damien, Lambiotte, Fabien, Tamion, Fabienne, Labruyere, Marie, Makris, Demosthenes, Boulle Geronimi, Claire, Pinetonde Chambrun, Marc, Nyunga, Martine, Pouly, Olivier, Mégarbane, Bruno, Saade, Anastasia, Gomà, Gemma, Magira, Eleni, Llitjos, Jean-François, Torres, Antoni, Ioannidou, Iliana, Pierre, Alexandre, Coelho, Luis, Reignier, Jean, Garot, Denis, Kreitmann, Louis, Baudel, Jean-Luc, Voiriot, Guillaume, Contou, Damien, Beurton, Alexandra, Asfar, Pierre, Boyer, Alexandre, Thille, Arnaud W., Mekontso-Dessap, Armand, Tsolaki, Vassiliki, Vinsonneau, Christophe, Floch, Pierre-Edouard, Le Guennec, Loïc, Ceccato, Adrian, Artigas, Antonio, Bouchereau, Mathilde, Labreuche, Julien, Duhamel, Alain, Rouzé, Anahita, Favory, Raphaël, Préau, Sébastien, Jourdain, Mercé, Poissy, Julien, Leger, Piehr Saint, Van der Linden, Thierry, Veinstein, Anne, Azoulay, Elie, Pene, Frédéric, Martin, Maelle, Razazi, Keyvan, Plantefeve, Gaëtan, Fartoukh, Muriel, Thevenin, Didier, Guidet, Bertrand, Weiss, Nicolas, Kouatchet, Achille, Salmon, Charlotte, Brunin, Guillaume, Nemlaghi, Safaa, Meguerditchian, David, Argaud, Laurent, Voicu, Sebastian, Luyt, Charles-Edouard, Kowalski, Benjamin, Moglia, Edgar, Morales, Luis, Koutsoukou, Antonia, Mentzelopoulos, Spyros D., Nora, David, Boyd, Sean, Maizel, Julien, Cuchet, Pierre, Delforge, Quentin, Quenot, Jean-Pierre, Boyer, Déborah, Cilloniz, Catia

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Clinicopathologic and genomic features of lobular like invasive mammary carcinoma: is it a distinct entity? von Yu, Jing, da Silva, Edaise M., La, Hae-Sun, Clark, Beth Z., Fine, Jeffrey L., Carter, Gloria J., Villatoro, Tatiana M., Soong, T. Rinda, Lee, Adrian V., Oesterreich, Steffi, Basili, Thais, Blanco-Heredia, Juan, Selenica, Pier, Ye, Qiqi, Da Cruz Paula, Arnaud, Dopeso, Higinio, Gazzo, Andrea, Marra, Antonio, Pareja, Fresia, Reis-Filho, Jorge S., Bhargava, Rohit

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Nocardia Infection in Solid Organ Transplant Recipients: A Multicenter European Case-control Study von Coussement, Julien, Lebeaux, David, van Delden, Christian, Guillot, Hẻlẻne, Freund, Romain, Marbus, Sierk, Melica, Giovanna, Van Wijngaerden, Eric, Douvry, Benoit, Van Laecke, Steven, Vuotto, Fanny, Tricot, Leϊla, Fernández-Ruiz, Mario, Dantal, Jacques, Hirzel, Cẻdric, Jais, Jean-Philippe, Rodriguez-Nava, Veronica, Lortholary, Olivier, Jacobs, Frédérique

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