Search Results - "Benitez, Jose"

How to perform and report an impactful analysis using partial least squares: Guidelines for confirmatory and explanatory IS research by Benitez, Jose, Henseler, Jörg, Castillo, Ana, Schuberth, Florian

“…•PLS-PM has been subject to many improvements in last years.•Prior PLS guidelines have not covered the entire recent developments.•We explain how to perform…”
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The mechanical behavior of skin: Structures and models for the finite element analysis by Benítez, José María, Montáns, Francisco Javier

“…Soft biological tissues are complex materials with a large structural variety, with differences in behavior, but with some common characteristics. Skin is an…”
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Removal and surface photocatalytic degradation of methylene blue on carbon nanostructures by Ramírez-Aparicio, Jeannete, Samaniego-Benítez, José Enrique, Murillo-Tovar, Mario Alfonso, Benítez-Benítez, José Luis, Muñoz-Sandoval, Emilio, García-Betancourt, María Luisa

“…Removal and photodegradation of methylene blue on the surface of three distinct carbonaceous materials, pure and nitrogen-doped multi-walled carbon nanotubes,…”
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Fast‐mRMR: Fast Minimum Redundancy Maximum Relevance Algorithm for High‐Dimensional Big Data by Ramírez‐Gallego, Sergio, Lastra, Iago, Martínez‐Rego, David, Bolón‐Canedo, Verónica, Benítez, José Manuel, Herrera, Francisco, Alonso‐Betanzos, Amparo

“…With the advent of large‐scale problems, feature selection has become a fundamental preprocessing step to reduce input dimensionality. The…”
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On the use of MapReduce for imbalanced big data using Random Forest by del Río, Sara, López, Victoria, Benítez, José Manuel, Herrera, Francisco

“…In this age, big data applications are increasingly becoming the main focus of attention because of the enormous increment of data generation and storage that…”
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A survey on fingerprint minutiae-based local matching for verification and identification: Taxonomy and experimental evaluation by Peralta, Daniel, Galar, Mikel, Triguero, Isaac, Paternain, Daniel, García, Salvador, Barrenechea, Edurne, Benítez, José M., Bustince, Humberto, Herrera, Francisco

“…•A background and exhaustive survey on fingerprint matching methods in the literature is presented.•A taxonomy of fingerprint minutiae-based methods is…”
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Cost-sensitive linguistic fuzzy rule based classification systems under the MapReduce framework for imbalanced big data by López, Victoria, del Río, Sara, Benítez, José Manuel, Herrera, Francisco

“…Classification with big data has become one of the latest trends when talking about learning from the available information. The data growth in the last years…”
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Clinical outcomes by infusion timing of immune checkpoint inhibitors in patients with advanced non-small cell lung cancer by Rousseau, Adrien, Tagliamento, Marco, Auclin, Edouard, Aldea, Mihaela, Frelaut, Maxime, Levy, Antonin, Benitez, Jose C., Naltet, Charles, Lavaud, Pernelle, Botticella, Angela, Grecea, Miruna, Chaput, Nathalie, Barlesi, Fabrice, Planchard, David, Besse, Benjamin

“…We aimed to determine whether immune checkpoint inhibitors (ICI) time-of-day infusion might influence the survival of patients with advanced non-small cell…”
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On the usefulness of cross-validation for directional forecast evaluation by Bergmeir, Christoph, Costantini, Mauro, Benítez, José M.

“…The usefulness of a predictor evaluation framework which combines a blocked cross-validation scheme with directional accuracy measures is investigated. The…”
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frbs : Fuzzy Rule-Based Systems for Classification and Regression in R by Riza, Lala Septem, Bergmeir, Christoph, Herrera, Francisco, Benítez, José Manuel

“…Fuzzy rule-based systems (FRBSs) are a well-known method family within soft computing. They are based on fuzzy concepts to address complex real-world problems…”
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Diagnosing the severity of dry eye: a clear and practical algorithm by Baudouin, Christophe, Aragona, Pasquale, Van Setten, Gysbert, Rolando, Maurizio, Irkeç, Murat, Benítez del Castillo, José, Geerling, Gerd, Labetoulle, Marc, Bonini, Stefano

“…Dry eye disease (DED) is a distressing ocular condition. Due to its multifactorial nature, clinical and biological signs of DED can be inconsistent and…”
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Empirical study of feature selection methods based on individual feature evaluation for classification problems by Arauzo-Azofra, Antonio, Aznarte, José Luis, Benítez, José M.

“…The use of feature selection can improve accuracy, efficiency, applicability and understandability of a learning process and its resulting model. For this…”
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Bronchoalveolar Lavage Enzyme-linked Immunospot for a Rapid Diagnosis of Tuberculosis: A Tuberculosis Network European Trialsgroup Study by Jafari, Claudia, Thijsen, Steven, Sotgiu, Giovanni, Goletti, Delia, Benitez, Jose Antonio Dominguez, Losi, Monica, Eberhardt, Ralf, Kirsten, Detlef, Kalsdorf, Barbara, Bossink, Aik, Latorre, Irene, Migliori, Giovanni B, Strassburg, Alan, Winteroll, Susanne, Greinert, Ulf, Richeldi, Luca, Ernst, Martin, Lange, Christoph, Tuberculosis Network European Trialsgroup

“…The rapid diagnosis of pulmonary tuberculosis (TB) is difficult when acid fast bacilli (AFB) cannot be detected in sputum smears. Following a proof of…”
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The LIPI score and inflammatory biomarkers for selection of patients with solid tumors treated with checkpoint inhibitors by Benitez, Jose C, Recondo, Gonzalo, Rassy, Elie, Mezquita, Laura

“…Over the last decade, immune checkpoint inhibitors (ICI) have completely changed the treatment strategy and the prognosis of several solid cancer types. There…”
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Segmentation of cervical cell nuclei in high-resolution microscopic images: A new algorithm and a web-based software framework by Bergmeir, Christoph, García Silvente, Miguel, Benítez, José Manuel

“…Highlights ► A system for semi-automatic processing of full-resolution whole-slide scans.► A new algorithm for segmenting the nuclei under control of the…”
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Data discretization: taxonomy and big data challenge by Ramírez-Gallego, Sergio, García, Salvador, Mouriño-Talín, Héctor, Martínez-Rego, David, Bolón-Canedo, Verónica, Alonso-Betanzos, Amparo, Benítez, José Manuel, Herrera, Francisco

“…Discretization of numerical data is one of the most influential data preprocessing tasks in knowledge discovery and data mining. The purpose of attribute…”
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On the use of convolutional neural networks for robust classification of multiple fingerprint captures by Peralta, Daniel, Triguero, Isaac, García, Salvador, Saeys, Yvan, Benitez, Jose M., Herrera, Francisco

“…Fingerprint classification is one of the most common approaches to accelerate the identification in large databases of fingerprints. Fingerprints are grouped…”
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A simple and efficient numerical procedure to compute the inverse Langevin function with high accuracy by Benítez, José María, Montáns, Francisco Javier

“…The inverse Langevin function is a fundamental part of the statistical chain models used to describe the behavior of polymeric-like materials, appearing also…”
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Tear Osmolarity in the Diagnosis and Management of Dry Eye Disease by Lemp, Michael A, Bron, Anthony J, Baudouin, Christophe, Benítez del Castillo, José M, Geffen, David, Tauber, Joe, Foulks, Gary N, Pepose, Jay S, Sullivan, Benjamin D

“…Purpose To evaluate the use of tear osmolarity in the diagnosis of dry eye disease. Design A prospective, observational case series to determine the clinical…”
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Out-of-distributional risk bounds for neural operators with applications to the Helmholtz equation by Lara Benitez, Jose Antonio, Furuya, Takashi, Faucher, Florian, Kratsios, Anastasis, Tricoche, Xavier, de Hoop, Maarten V.

“…Despite their remarkable success in approximating a wide range of operators defined by PDEs, existing neural operators (NOs) do not necessarily perform well…”
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