10 results on '"global approaches"'
Search Results
2. Specialty Grand Challenge for Brain Disease Mechanisms
- Author
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Detlev Boison
- Subjects
disease burden ,disease mechanism ,disease modification ,network pharmacology ,epigenetics ,global approaches ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 - Published
- 2021
- Full Text
- View/download PDF
3. Specialty Grand Challenge for Brain Disease Mechanisms.
- Author
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Boison, Detlev
- Subjects
BRAIN diseases ,MEDICAL sciences ,SARS-CoV-2 ,SCIENTIFIC knowledge ,NEUROLOGICAL disorders ,COVID-19 ,PSYCHONEUROIMMUNOLOGY - Abstract
Four areas deserve increased attention during the next decade: Disease Modification The biggest challenge for the reduction of the global health burden of neurological conditions is a paradigm shift from symptomatic to disease modifying treatments. Keywords: disease burden; disease mechanism; disease modification; network pharmacology; epigenetics; global approaches; neurological disorders; CNS disorders EN disease burden disease mechanism disease modification network pharmacology epigenetics global approaches neurological disorders CNS disorders N.PAG N.PAG 5 05/13/21 20210510 NES 210510 Global Burden of CNS Disorders The global burden of CNS diseases is expected to increase dramatically within the next decades. Therefore, there is a major unmet need to identify treatment options, which are disease modifying and thereby affect fundamental mechanisms implicated in pathogenic processes leading to disease and its progression. Disease burden, disease mechanism, disease modification, network pharmacology, epigenetics, global approaches, neurological disorders, CNS disorders. [Extracted from the article]
- Published
- 2021
- Full Text
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4. A comparative study of 14 state of art descriptors for face recognition.
- Author
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Karanwal, Shekhar
- Subjects
FISHER discriminant analysis ,SUPPORT vector machines ,PRINCIPAL components analysis ,DESCRIPTOR systems ,DEEP learning ,COMPARATIVE studies - Abstract
This research paper presents a comparative study between 14 state of art descriptors which includes Local Binary Pattern (LBP), Median Binary Pattern (MBP), 6 × 6 Multiscale Block LBP (6 × 6 MB-LBP), Local Neighborhood Difference Pattern (LNDP), Logically Connected-LBP (LC-LBP), Local Phase Quantization (LPQ), Compound LBP (CLBP), Horizontal Elliptical LBP (HELBP), Vertical Elliptical LBP (VELBP), ELBP, Neighborhood Intensity Based LBP (NI-LBP), Median Robust Extended LBP Based on NI (MRELBP-NI), Radial Difference-LBP (RD-LBP) and Transition LBP (tLBP). For all the descriptors the features are extracted globally and the dimensionality of the feature size is reduced by employing Principal Component Analysis (PCA) and Fishers Linear Discriminant Analysis (FLDA). Finally classification is performed by Support Vector Machines (SVMs) and Nearest Neighbor (NN). Experiments are performed on 8 challenging databases which covers all the major challenges such as pose variations, illumination variations, expression variations and occlusion changes. The 8 challenging databases includes ORL, GT, Faces94, MIT-CBCL, Yale, YB, EYB and SOF. Out of all the descriptors it is the performance of the CLBP descriptor which is most encouraging. On some occasions the MRELBP-NI descriptor also achieves good results. But all in all the CLBP descriptor achieves the best results. In addition to this Deep learning based descriptors are also discussed in the paper. [ABSTRACT FROM AUTHOR]
- Published
- 2021
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- View/download PDF
5. Toward hierarchical classification of imbalanced data using random resampling algorithms.
- Author
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Pereira, Rodolfo M., Costa, Yandre M.G., and Silla Jr., Carlos N.
- Subjects
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ALGORITHMS , *ELECTRONIC data processing , *STATISTICS - Abstract
Although the class imbalance issue affects hierarchical datasets, the literature has few studies that deal with it, especially when it comes to methods to pre-process the training dataset as a whole. In this study, we present novel resampling algorithms to deal with imbalance in hierarchical datasets. To be able to process the imbalanced data, we first propose methods to retrieve the set of majority and minority label paths. The resampling algorithms were designed with respect to the depth of the label path prediction and may be used for hierarchical classification problems with single- and multiple-path labels. We propose two oversampling and two undersampling algorithms: HROS-FD/PD – Random Oversampling for Full/Partial Depth Hierarchical problems, and HRUS-PD/FD – Random Undersampling for Full/Partial Depth Hierarchical problems. While the resampling algorithms for full-depth problems deal with the data by simply processing the set of majority/minority paths, the partial depth approaches process the data in a leaf-node order way, recalculating the set of majority/minority paths at each step until reaching the root label. The experimental evaluation with 23 hierarchical datasets across different domains and characteristics, supported by statistical analysis, showed that the proposed resampling algorithms significantly improve the classification performance. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
6. Preface
- Author
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Aksoy, Tamer, Hacıoğlu, Ümit, Aksoy, Tamer, and Hacıoğlu, Ümit
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Digital Era ,Strategic Accounting ,Global Approaches ,New Opportunities ,Auditing Ecosystem - Abstract
In the recent past, there have been accounting and auditing scandals in the USA, which began with Enron and became widespread and had a global impact. Various factors played a dominant role in the formation of those scandals including but not limited to fraudulent practices associated with some basic business functions (financial reporting, accounting, auditing, internal control, finance, oversight, and corporate governance). Additionally, the deliberate damage and violation of ethical principles such as accuracy, honesty, transparency, independence, and accountability in such scandals have also been conspicuous. Consequently, auditing, accounting, financial reporting, internal control, oversight, and corporate governance functions have become vitally important along with the ethical principles following these scandals.
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- 2021
7. Preface
- Author
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Hacıoğlu, Ümit, Aksoy, Tamer, Hacıoğlu, Ümit, and Aksoy, Tamer
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Digital Era ,Opportunities ,Strategy ,Global Approaches ,Financial Ecosystem - Abstract
Recently, there has been a significant change in capital markets and competitive business environment. This change stems from advances in data science and communication technologies. In this new digital era, recent issues shape our understanding of the business and financial ecosystem. Individualized products, cyber-physical systems (CPS), Internet of Things (IoT), cloud computing, and cognitive computing are some of the key components in this transformational change, the so-called Fourth Industrial Revolution or Industry 4.0. Additionally, blockchain technologies are redefining rules of the game in traditional finance. It also shapes traditional business operations and their connectedness with capital markets. Therefore, centralized characteristics of the financial ecosystem need to adapt to these transformational changes. Banks as intermediaries today seek new ways to transfer values with more efficiency and less amount of time. Throughout its blockchain ecosystem, some projects are financed with initial coin offerings without any intermediaries. It is more accurate, less costly, and promising. However, the risks are tremendous as there are no monitoring or regulatory bodies in this decentralized network activity. Therefore, we need to develop a clear understanding of transformational change in the financial ecosystem in the new era. Moreover, a decentralized network economy should also be evaluated from a holistic perspective with the contributions of international scholars.
- Published
- 2021
8. A new non-local criterion in high-cycle multiaxial fatigue for non-proportional loadings
- Author
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Chamat, A., Abbadi, M., Gilgert, J., Cocheteux, F., and Azari, Z.
- Subjects
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STRAINS & stresses (Mechanics) , *PROPERTIES of matter , *DEFORMATIONS (Mechanics) , *LOADERS (Machines) - Abstract
Abstract: The objective of the present paper consists in evaluating the fatigue reliability of a railway wheel subject to multiaxial non-proportional fatigue loading. For this purpose, a combined traction/torsion loading has been considered and the endurance curve has been reported in terms of both load factor and von Mises maximum stress as a function of the number of cycles to failure. Based on fracture surface observations, a new non-local approach, using the effective normal stress and the effective shear stress, is proposed. Finally, a comparison between experimental results and theoretical prediction demonstrates that the proposed criterion gives us satisfactory results. [Copyright &y& Elsevier]
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- 2007
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9. Caractérisation des dangers des contaminants alimentaires : ce qui change; conséquences pour la recherche et l’évaluation
- Author
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Cravedi, Jean Pierre, Jourdan, Fabien, ToxAlim (ToxAlim), Université Toulouse III - Paul Sabatier (UT3), Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées-Institut National Polytechnique (Toulouse) (Toulouse INP), Université Fédérale Toulouse Midi-Pyrénées-Ecole Nationale Vétérinaire de Toulouse (ENVT), Institut National Polytechnique (Toulouse) (Toulouse INP), Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées-Ecole d'Ingénieurs de Purpan (INPT - EI Purpan), Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées-Institut National de la Recherche Agronomique (INRA), Métabolisme et Xénobiotiques (ToxAlim-MeX), and Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées-Institut National de la Recherche Agronomique (INRA)-Université Toulouse III - Paul Sabatier (UT3)
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toxicity ,health ,Toxicology ,global approaches ,contaminants alimentaires ,toxicité ,risque ,approches globales ,santé ,food contaminants ,risk ,[SDV.TOX]Life Sciences [q-bio]/Toxicology ,Alimentation et Nutrition ,Food and Nutrition ,[SDV.AEN]Life Sciences [q-bio]/Food and Nutrition ,Toxicologie - Abstract
En dépit de progrès majeurs en matière de biologie moléculaire et cellulaire, de biologie des systèmes et de bioinformatique, la toxicologie appliquée à l’évaluation du risque des substances chimiques et des toxines n'a pas beaucoup évolué au cours des dernières décennies. Un changement conceptuel et méthodologique radical doit émerger si l’on veut pouvoir tester à moindre coût et rapidement un grand nombre de produits chimiques, seuls ou en mélanges. Le développement et la mise en application d’outils in vitro, recommandés par les instances règlementaires internationales, sont des étapes essentielles de ces changements. Les toxicologues doivent désormais s’appuyer sur la biologie des systèmes, l'intégration de données multi-omiques et les bases de données publiques pour combler l'écart entre les événements moléculaires initialement repérés et les effets néfastes à l’échelle d’un système biologique, puis d’un individu. Outre les données de protéomique et de transcriptomique capables d’appréhender les changements moléculaires et cellulaires, les approches métabolomiques renseignent sur les niveaux de métabolites ou les flux de métabolites altérés par les toxiques et peuvent guider le choix de biomarqueurs précoces spécifiques et sensibles pour le développement ultérieur de dépistages haut débit. L’utilisation des données massives et leur modélisation devraient permettre de mieux prédire les liens entre exposition aux substances toxiques et états physiopathologiques., Despite major advances in molecular and cellular biology, systems biology and bioinformatics, toxicology applied to the risk assessment of chemicals and toxins has not changed significantly during the last decades. A radical conceptual and methodological change must emerge if a large number of chemicals or their combinations in mixtures need to be tested at a lower cost and quickly. The development and implementation of in vitro tools, recommended by international regulatory authorities, are essential steps in these changes. Toxicologists must now rely on the potential of systems biology, multiomics data integration and public databases to bridge the gap between initial molecular events and adverse effects at the level of a biological system and then an individual. In addition to proteomics and transcriptomics data capable of informing about potential changes in cell function and infrastructure, metabolomics approaches provide information about metabolite levels or flows of metabolites altered by toxic substances and can guide the selection of specific and sensitive early biomarkers for the subsequent development of high throughput screening. The analysis of big data and their modelling should make it possible to better predict the links between exposure to toxic substances and physiopathological conditions.
- Published
- 2019
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10. Global and local synthetic descriptions of the piano soundboard
- Author
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Kerem Ege, Boutillon, X., Laboratoire Vibrations Acoustique (LVA), Institut National des Sciences Appliquées de Lyon (INSA Lyon), Institut National des Sciences Appliquées (INSA)-Université de Lyon-Institut National des Sciences Appliquées (INSA)-Université de Lyon, centre Lyonnais d'Acoustique (CeLyA), Université de Lyon, Laboratoire de mécanique des solides (LMS), École polytechnique (X)-MINES ParisTech - École nationale supérieure des mines de Paris, and Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Centre National de la Recherche Scientifique (CNRS)
- Subjects
piano soundboard ,[PHYS.MECA.VIBR]Physics [physics]/Mechanics [physics]/Vibrations [physics.class-ph] ,[SPI.ACOU]Engineering Sciences [physics]/Acoustics [physics.class-ph] ,damping ,mid-frequency range ,Modal analysis ,Classical Physics (physics.class-ph) ,FOS: Physical sciences ,[SPI.MECA.VIBR]Engineering Sciences [physics]/Mechanics [physics.med-ph]/Vibrations [physics.class-ph] ,Physics - Classical Physics ,PACS no. 43.75.Mn, 43.40.Dx ,global approaches ,[PHYS.MECA.ACOU]Physics [physics]/Mechanics [physics]/Acoustics [physics.class-ph] ,radiation ,mechanical mobility synthesis - Abstract
International audience; Up to around 1.1 kHz, the soundboard of the piano behaves like a homogeneous plate whereas upper in frequency, it can be described as a set of waveguides defined by the ribs. In consequence: a) The acoustical coincidence phenomenon is deeply modified in comparison with that occurring in homogeneous plates since the dispersion curve of a waveguide can present none, one, or two coincidence frequencies. This may result in a nonuniformity of the soundboard radiation in the treble range, corresponding to the so-called killer octave, where a good sustain is difficult to obtain. b) The mobility (mechanical admittance) in the direction normal to the soundboard can be synthesised with only a small number of parameters. It compares well with published measurements (Giordano, JASA, 1998), in particular the step-like falloff of the local impedance due to the localisation of the waves between ribs. c) The synthesised mobility has the same features as those which can be derived independantly, according to Skudrzyk (JASA, 1980) and Langley (JSV, 1994). This approach avoids the detailed description of the soundboard, based on a very large number of parameters. It can be used to predict global changes of the driving point mobility, and possibly of the sound radiation in the treble range, resulting from structural modifications.
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