Search Results - "Cuadrado, Abel A."

DCNN for condition monitoring and fault detection in rotating machines and its contribution to the understanding of machine nature by González-Muñiz, Ana, Díaz, Ignacio, Cuadrado, Abel A.

“…Rotating machines are critical equipment in many processes, and failures in their operation can have serious implications. Consequently, fault detection in…”
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Interactive data visualization of chatter conditions in a cold rolling mill by Pérez, Daniel, Díaz, Ignacio, Cuadrado, Abel A., Rendueles, Jose L., García, Diego

“…•A visual analytics interface for multiway analysis of rolling data is presented.•Interactive visualization allows to integrate user domain knowledge in the…”
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Health indicator for machine condition monitoring built in the latent space of a deep autoencoder by González-Muñiz, Ana, Díaz, Ignacio, Cuadrado, Abel A., García-Pérez, Diego

“…The construction of effective health indicators plays a key role in the engineering systems field: they reflect the degradation degree of the system under…”
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Interactive visualization for NILM in large buildings using non-negative matrix factorization by García, Diego, Díaz, Ignacio, Pérez, Daniel, Cuadrado, Abel A., Domínguez, Manuel, Morán, Antonio

“…•A highly interactive web tool for the exploration of NILM results is presented.•Data cube allows insightful integration of NILM components with raw…”
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Morphing projections: a new visual technique for fast and interactive large-scale analysis of biomedical datasets by Díaz, Ignacio, Enguita, José M, González, Ana, García, Diego, Cuadrado, Abel A, Chiara, María D, Valdés, Nuria

“…Abstract Motivation Biomedical research entails analyzing high dimensional records of biomedical features with hundreds or thousands of samples each. This…”
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Exploratory Analysis of the Gene Expression Matrix Based on Dual Conditional Dimensionality Reduction by Diaz, Ignacio, Enguita, Jose M., Cuadrado, Abel A., Garcia, Diego, Gonzalez, Ana, Valdes, Nuria, Chiara, Maria-Dolores

“…One of the major goals in gene expression data analysis is to explore and discover groups of genes and groups of biological conditions with meaningful…”
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Visual dynamic model based on self-organizing maps for supervision and fault detection in industrial processes by Fuertes, Juan J., Domínguez, Manuel, Reguera, Perfecto, Prada, Miguel A., Díaz, Ignacio, Cuadrado, Abel A.

“…Visual data mining techniques have experienced a growing interest for processing and interpretation of the large amounts of multidimensional data available in…”
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A new approach to exploratory analysis of system dynamics using SOM. Applications to industrial processes by Díaz, Ignacio, Domínguez, Manuel, Cuadrado, Abel A., Fuertes, Juan J.

“…The self-organizing map (SOM) constitutes a powerful method for exploratory analysis of process data that is based on the so-called dimension reduction…”
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Two-step residual-error based approach for anomaly detection in engineering systems using variational autoencoders by González-Muñiz, Ana, Díaz, Ignacio, Cuadrado, Abel A., García-Pérez, Diego, Pérez, Daniel

“…Anomaly detection is a crucial task in the engineering systems field. However, there is usually little or no information about all possible abnormal modes in…”
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Thickness quality control and diagnosis system for tinplate rolling mills by Enguita, J.M., Fraga, C., Cuadrado, A.A., Fernandez, Y., Rendueles, J.L.

“…The draw wall ironed (DWI) tinplate market clearly trends to demand a reduction in thickness, which implies stricter tolerance levels as small variations could…”
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Visual analysis of a cold rolling process using a dimensionality reduction approach by Pérez, Daniel, García-Fernández, Francisco J., Díaz, Ignacio, Cuadrado, Abel A., Ordonez, Daniel G., Díez, Alberto B., Domínguez, Manuel

“…The rolling process is a strategical industrial and economical activity that has a large impact among world-wide commercial markets. Typical operating…”
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Visual data mining and monitoring in steel processes by Cuadrado, A.A., Diaz, I., Diez, A.B., Obeso, F., Gonzalez, J.A.

“…Steel processes are often of a complex nature and difficult to model. All information that we have at hand usually consists of more or less precise models of…”
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A visual approach for fuzzy rule induction by Cuesta, S.R., Diaz, I., Cuadrado, A.A., Diez, A.B.

“…Models are descriptions of real facts that serve us to think and reason. In building models, a compromise always exists between accuracy, that is, how…”
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Visualizing knowledge for data mining using dimension reduction mappings by Diaz, I., Cuadrado, A.A., Diez, A.B.

“…In typical data mining applications we often have large amounts of data at our disposal along with knowledge often available in quite different ways such as…”
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Thickness quality control by Enguita, J.M., Fraga, C., Cuadrado, A.A., Fernandez, Y., Rendueles, J.L., Vecino, G.

“…This article describes a series of methods to detect thickness defects in DWI tinplate. These methods provide information to identify the origin of the…”
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