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A Novel Two-Fold Loss Function for Data Clustering and Reconstruction: Application to Document Analysis
Published 2023“…Furthermore, the cornerstone of the proposed architecture lies in training the autoencoder using a two-fold objective function that jointly incorporates the data’s reconstruction and clustering. …”
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Zooming Into Clarity: Image Denoising Through Innovative Autoencoder Architectures
Published 2024Subjects: -
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Distributed dimension reduction algorithms for widely dispersed data
Published 2002“…A series of experiments is conducted to gauge how the algorithm’s emphasis on minimal data transmission affects solution quality. Stress function measurements indicate that the distributed algorithm is highly competitive with the original FastMap heuristic.…”
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Polarimetric SAR Speckle Reduction by Hybrid Iterative Filtering
Published 2020“…The proposed iterative filter is initialized by a polarimetric filter ensuring a high speckle reduction level. Then, to enhance the spatial details, the iterative filter is applied for few iterations. …”
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Solar syngas production via methanothermal reduction of strontium oxide
Published 2020“…<p dir="ltr">A solar methanothermal reduction of strontium oxide for the co-production of Sr and syngas is thermodynamically explored. …”
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CFD Based Airfoil Shape Optimization for Aerodynamic Drag Reduction
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Efficient experimental design for uncertainty reduction in gene regulatory networks
Published 2015“…This method incorporates a network reduction scheme by introducing a novel cost function that takes into account the disruption in the ranking of potential experiments. …”
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Revisited Carmichael’s Reduced Totient Function
Published 2021“…Particularly, an iterative scheme is given for calculating the λ(.) function. A comparison between the Euler φ and the reduced totient λ(.) functions aiming to quantify the reduction between is given.…”
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Anomalies Detection in Software by Conceptual Learning From Normal Executions
Published 2020Subjects: -
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Renal Function Decline in Recipients and Donors of Kidney Grafts
Published 2015“…Background/Aims: Renal function decreases over time as a result of reduction in the number of functioning nephrons with age. …”
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Alternative fuels’ blending model to facilitate the implementation of carbon offsetting and reduction Scheme for International Aviation
Published 2022“…A multi-objective model is developed and transformed into a singular objective function for a convenient minimisation of the total fuel-related costs for operators under CORSIA. …”
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Catalytic proton reduction with transition metal complexes of the redox-active ligand bpy2PYMe
Published 2013“…This surprising effect of ligand substitution was investigated by means of density functional theory calculations which suggest the importance of electronic communication between Co1+ and the redox-active ligand. …”
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A New Penalty Function Algorithm For Convex Quadratic Programming
Published 2020“…In this paper, we develop an exterior point algorithm for convex quadratic programming using a penalty function approach. Each iteration in the algorithm consists of a single Newton step followed by a reduction in the value of the penalty parameter. …”
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Chronic reduction of store operated Ca<sup>2+</sup> entry is viable therapeutically but is associated with cardiovascular complications
Published 2022“…<p>Loss of function mutations in store-operated Ca<sup>2+</sup> entry (SOCE) are associated with severe paediatric disorders in humans, including combined immunodeficiency, anaemia, thrombocytopenia, anhidrosis and muscle hypotonia. …”
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Functionalized Carbon Nanotubes: Emerging Nanomaterials for Enhanced Cancer Diagnosis and Imaging
Published 2025“…This review explores the role of both covalent (e.g., fluorination, hydrogenation, cycloadditions, aryldiazonium salt reduction, organometallic ion attachment, carboxylation, amidation, esterification, and metallic nanoparticle attachments) and non-covalent functionalization methods (e.g., surfactant coating, polymer wrapping, biomolecule attachment, and polymer encapsulation) in enhancing CNT biocompatibility and diagnostic efficiency. …”
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Fermentation-induced modifications to the structural, surface, and functional properties of quinoa proteins
Published 2025“…Furthermore, surface properties undergo modifications, with a decrease in surface charge from −32.82 to −39.63 and a reduction in surface hydrophobicity from 580 to 382 a.u. …”
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The Effect of Exenatide on Cardiovascular Risk Markers in Women With Polycystic Ovary Syndrome
Published 2019“…</p><h3>Conclusion</h3><p dir="ltr">Exenatide caused a 3% reduction in weight, improved serum markers of endothelial function, inflammation, and clot function reflecting an improvement in cardiovascular risk indices in these women with PCOS. …”