Search Results - "Decelle, A"

Exact Training of Restricted Boltzmann Machines on Intrinsically Low Dimensional Data by Decelle, A, Furtlehner, C

“…The restricted Boltzmann machine is a basic machine learning tool able, in principle, to model the distribution of some arbitrary dataset. Its standard…”
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Thermodynamics of Restricted Boltzmann Machines and Related Learning Dynamics by Decelle, A., Fissore, G., Furtlehner, C.

“…We investigate the thermodynamic properties of a restricted Boltzmann machine (RBM), a simple energy-based generative model used in the context of unsupervised…”
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Spectral dynamics of learning in restricted Boltzmann machines by Decelle, A., Fissore, G., Furtlehner, C.

“…The restricted Boltzmann machine (RBM), an important tool used in machine learning in particular for unsupervized learning tasks, is investigated from the…”
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Learning a local symmetry with neural networks by Decelle, Aurélien, Martin-Mayor, Victor, Seoane, Beatriz

“…We explore the capacity of neural networks to detect a symmetry with complex local and non-local patterns: the gauge symmetry Z2. This symmetry is present in…”
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Metabolomic Prediction of Human Prostate Cancer Aggressiveness: Magnetic Resonance Spectroscopy of Histologically Benign Tissue by Vandergrift, Lindsey A., Decelle, Emily A., Kurth, Johannes, Wu, Shulin, Fuss, Taylor L., DeFeo, Elita M., Halpern, Elkan F., Taupitz, Matthias, McDougal, W. Scott, Olumi, Aria F., Wu, Chin-Lee, Cheng, Leo L.

“…Prostate cancer alters cellular metabolism through events potentially preceding cancer morphological formation. Magnetic resonance spectroscopy (MRS)-based…”
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Towards the ontology-based consolidation of production-centric standards by Chungoora, N., Cutting-Decelle, A.-F., Young, R.I.M., Gunendran, G., Usman, Z., Harding, J.A., Case, K.

“…Production-centric international standards are intended to serve as an important route towards information sharing across manufacturing decision support…”
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Archimedean lattices in the bound states of wave interacting particles by Eddi, A, Decelle, A, Fort, E, Couder, Y

“…The possible periodic arrangements of droplets bouncing on the surface of a vibrated liquid are investigated. Because of the nature of the interaction through…”
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Manufacturing knowledge sharing in PLM: a progression towards the use of heavy weight ontologies by Young, R. I. M., Gunendran, A. G., Cutting-Decelle, A. F., Gruninger, M.

“…The drive to maximize the potential benefits of decision support systems continues to increase as industry is continually driven by the competitive needs of…”
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ISO 15531 MANDATE: A Product-process-resource based Approach for Managing Modularity in Production Management by Cutting-Decelle, A.F., Young, R.I.M., Michel, J.J., Grangel, R., Le Cardinal, J., Bourey, J.P.

“…Managing modularity and commonality in product development more and more needs modularity and commonality in the production process, with the objectives of…”
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Assessing prostate cancer growth with citrate measured by intact tissue proton magnetic resonance spectroscopy by Dittrich, R, Kurth, J, Decelle, E A, DeFeo, E M, Taupitz, M, Wu, S, Wu, C-l, McDougal, W S, Cheng, L L

“…Background: Annual PSA tests have led to a significant increase in the number of prostate cancer (PCa) cases diagnosed. This increased incidence has led to…”
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Production information interoperability over the Internet: A standardised data acquisition tool developed for industrial enterprises by Cutting-Decelle, A.F., Barraud, J.L., Veenendaal, B., Young, R.I.

“…The data acquisition process in a shop floor collects data at the shop floor level, it then provides their identification and their content before their…”
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Metabolomic imaging of prostate cancer with magnetic resonance spectroscopy and mass spectrometry by Spur, Eva-Margarete, Decelle, Emily A., Cheng, Leo L.

“…Metabolomic imaging of prostate cancer (PCa) aims to improve in vivo imaging capability so that PCa tumors can be localized noninvasively to guide biopsy and…”
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High-resolution magic angle spinning 1H MRS in prostate cancer by Decelle, Emily A., Cheng, Leo L.

“…Prostate cancer (PCa) is the most frequently diagnosed malignancy in men worldwide, largely as a result of the increased use of the annual serum…”
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Towards the understanding of the requirements of a communication language to support process interoperation in cross-disciplinary supply chains by Das, B., Cutting-Decelle, A. F., Young, R. I. M., Case, K., Rahimifard, S., Anumba, C. J., Bouchlaghem, N.

“…Many manufacturing organizations while doing business either directly or indirectly with other industrial sectors often encounter interoperability problems…”
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Integrating Concurrent Engineering Concepts in a Steelwork Construction Project by Anumba, C.J., Baldwin, A.N., Bouchlaghem, D., Prasad, B., Cutting-Decelle, A.F., Dufau, J., Mommessin, M.

“…The aim of this paper is to present a methodology for integrating Concurrent Engineering (CE) concepts in a steelwork con struction project. Differences…”
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Building supply chain communication systems: a review of methods and techniques by Cutting-Decelle, A F, Das, B P, Young, R I, Case, K, Rahimifard, S, Anumba, C J, Bouchlaghem, N M

“…With the increasing importance of computer-based communication technologies, communication networks are becoming crucial in supply chain management. Given the…”
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The Application of PSL to Product Design Across Construction and Manufacturing by Cutting-Decelle, A. F., Young, R. I. M., Anumba, C. J., Baldwin, A. N., Bouchlaghem, N. M.

“…As the use of IT in manufacturing and construction has matured, the capability of software applications to interoperate has become increasingly important…”
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Production information interoperability over the Internet: A standardised data acquisition tool developed for industrial enterprises: Special Issue on Sustainable Interoperability: The Future of Internet Based Industrial Enterprises by CUTTING-DECELLE, A. F, BARRAUD, J. L, VEENENDAAL, B, YOUNG, R. I

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Cascade of Phase Transitions for Multi-Scale Clustering by Bonnaire, T, Decelle, A, Aghanim, N

“…Phys. Rev. E 103, 012105 (2021) We present a novel framework exploiting the cascade of phase transitions occurring during a simulated annealing of the…”
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T-ReX: a graph-based filament detection method by Bonnaire, T, Aghanim, N, Decelle, A, Douspis, M

“…A&A 637, A18 (2020) Numerical simulations and observations show that galaxies are not uniformly distributed in the universe but, rather, they are spread across…”
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