Results 51 to 60 of about 4,521,941 (297)

Data Classification Methodology for Electronic Noses Using Uniform Manifold Approximation and Projection and Extreme Learning Machine

Mathematics, 2021
The classification and use of robust methodologies in sensor array applications of electronic noses (ENs) remain an open problem. Among the several steps used in the developed methodologies, data preprocessing improves the classification accuracy of this
Jersson X. Leon-Medina, Núria Parés, Maribel Anaya, Diego A. Tibaduiza, Francesc Pozo   +4 more
doaj   +1 more source

Establishing an Apheresis Medicine Program in a Resource‐Constrained Setting: A 5‐Year Experience From Lagos, Nigeria

Therapeutic Apheresis and Dialysis, EarlyView.
ABSTRACT Background Establishing a comprehensive apheresis medicine program in a resource‐constrained setting presents significant structural, financial, and logistical challenges. Despite the growing clinical importance of apheresis services globally, published experience from sub‐Saharan Africa remains sparse.
Folasade Adelekan‐Popoola, Shakirat Gold‐Olufadi, Olufunto Olufela Kalejaiye, Abdullateef Ogala, Rasheed A. Balogun   +4 more
wiley   +1 more source

New algorithm for biological objects' shape evaluation and data reduction

Acta Universitatis Agriculturae et Silviculturae Mendelianae Brunensis, 2010
The paper presents the software procedure (using MAPLE 11) intended for considerable reduction of digital image data set to more easily treatable extent. The example with image of peach stone is presented. Peach stone, displayed on the digital photo, was
Stanislav Bartoň, Libor Severa, Jaroslav Buchar   +2 more
doaj   +1 more source

A Simplification Method for Point Cloud of T-Profile Steel Plate for Shipbuilding

Algorithms, 2021
According to the requirements of point cloud simplification for T-profile steel plate welding in shipbuilding, the disadvantages of the existing simplification algorithms are analyzed.
Yanfeng Gao, Cicao Ping, Ling Wang, Binrui Wang   +3 more
doaj   +1 more source

Hadoop Data Reduction Framework: Applying Data Reduction at the DFS Layer

IEEE Access, 2021
Big-data processing systems such as Hadoop, which usually utilize distributed file systems (DFSs), require data reduction schemes to maximize storage space efficiency. These schemes have different tradeoffs, and there are no all-purpose schemes applicable to all data. Users must select a suitable scheme in accordance with their data.
Ryan Nathanael Soenjoto Widodo, Hirotake Abe, Kazuhiko Kato   +2 more
openaire   +2 more sources

The SOXS data-reduction pipeline [PDF]

Software and Cyberinfrastructure for Astronomy VI, 2020
The SOXS is a dual-arm spectrograph (UV-VIS & NIR) and AC due to mounted on the ESO 3.6m NTT in La Silla. Designed to simultaneously cover the optical and NIR wavelength range from 350-2050 nm, the instrument will be dedicated to the study of transient and variable events with many Target of Opportunity requests expected.
Young, David R., Landoni, Marco, Smartt, Stephen J., Campana, Sergio, Claudi, Riccardo, Schipani, Pietro, Aliverti, Matteo, Baruffolo, Andrea, Ben-Ami, Sagi, Biondi, Federico, Capasso, Giulio, Cosentino, Rosario, D'Alessio, Francesco, D'Avanzo, Paolo, Hershko, Ofir, Kuncarayakti, Hanindyo, Munari, Matteo, Pignata, Giuliano, Rubin, Adam, Scuderi, Salvatore, Vitali, Fabrizio, Achrén, Jani, Araiza-Duran, José Antonio, Arcavi, Iair, Brucalassi, Anna, Bruch, Rachel, Cappellaro, Enrico, Colapietro, Mirko, Della Valle, Massimo, De Pascale, Marco, Di Benedetto, Rosario, D'Orsi, Sergio, Gal-Yam, Avishay, Genoni, Matteo, Hernandez, Marcos, Kotilainen, Jari, Li Causi, Gianluca, Mattila, Seppo, Rappaport, Michael, Radhakrishnan, Kalyan, Ricci, Davide, Riva, Marco, Salasnich, Bernardo, Sanchez, Ricardo Zanmar, Stritzinger, Maximilian, Ventura, Héctor   +45 more
openaire   +4 more sources

A Clustering-Based Algorithm for Data Reduction [PDF]

, 2009
Finding an efficient data reduction method for large-scale problems is an imperative task. In this paper, we propose a similarity-based self-constructing fuzzy clustering algorithm to do the sampling of instances for the classification task.
Lee, Shie-Jue, Yeh, Chi-Yuan, Ouyang, Jeng   +2 more
core  

Noise Reduction of Low Count STEM-EDX Data by Low-rank Regularized Spectral Smoothing [PDF]

, 2022
Statistically weighted principal component analysis (wPCA) is widely used to reduce the noise of scanning transmission electron microscopy-energy-dispersive X-ray (STEM-EDX) spectroscopy data.
Keisuke, Ozawa
core   +1 more source

Serum Myonectin Levels Are Positively Associated With Physical Function and Lower Frailty‐Related Limitation in Maintenance Hemodialysis Patients: A Cross‐Sectional Study

Therapeutic Apheresis and Dialysis, EarlyView.
ABSTRACT Background Maintenance hemodialysis (MHD) patients frequently suffer from frailty, characterized by reduced physical function and poor prognosis. Myokines, such as myonectin, secreted by muscle, are emerging regulators of systemic health. This study investigated the relationship between serum myonectin, adipokines (adiponectin, omentin), and ...
Kenichi Kono, Yoshifumi Moriyama, Koji Ohashi, Naoya Otaka, Minako Tatsumi, Toyoaki Murohara, Noriyuki Ouchi, Satoru Oshima   +7 more
wiley   +1 more source

Data reduction activities at European XFEL: early results

Frontiers in Physics
The European XFEL is a megahertz repetition-rate facility producing extremely bright and coherent pulses of a few tens of femtoseconds duration. The amount of data generated in the context of user experiments can exceed hundreds of gigabits per second ...
Egor Sobolev, Philipp Schmidt, Janusz Malka, David Hammer, Djelloul Boukhelef, Johannes Möller, Karim Ahmed, Richard Bean, Ivette Jazmín Bermúdez Macías, Johan Bielecki, Ulrike Bösenberg, Cammille Carinan, Fabio Dall’Antonia, Sergey Esenov, Hans Fangohr, Hans Fangohr, Danilo Enoque Ferreira de Lima, Luís Gonçalo Ferreira Maia, Hadi Firoozi, Gero Flucke, Patrick Gessler, Gabriele Giovanetti, Jayanath Koliyadu, Anders Madsen, Thomas Michelat, Michael Schuh, Marcin Sikorski, Alessandro Silenzi, Jolanta Sztuk-Dambietz, Monica Turcato, Oleksii Turkot, James Wrigley, Steve Aplin, Steffen Hauf, Krzysztof Wrona, Luca Gelisio   +35 more
doaj   +1 more source