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The Rise of Pre-Packs as a Restructuring Tool: Theory, Evidence and Policy 预包装作为重组工具的兴起:理论、证据和政策
IF 2.1 4区 社会学 Q3 BUSINESS Pub Date : 2021-09-09 DOI: 10.1007/s40804-022-00261-3
Aurelio Gurrea-Martínez
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引用次数: 1
Unsupervised Domain Adaptation for Small Bowel Segmentation using Disentangled Representation. 利用分离表征对小肠分割进行无监督领域适应。
4区 社会学 Q3 BUSINESS Pub Date : 2021-09-01 Epub Date: 2021-09-21 DOI: 10.1007/978-3-030-87199-4_27
Seung Yeon Shin, Sungwon Lee, Ronald M Summers

We present a novel unsupervised domain adaptation method for small bowel segmentation based on feature disentanglement. To make the domain adaptation more controllable, we disentangle intensity and non-intensity features within a unique two-stream auto-encoding architecture, and selectively adapt the non-intensity features that are believed to be more transferable across domains. The segmentation prediction is performed by aggregating the disentangled features. We evaluated our method using intravenous contrast-enhanced abdominal CT scans with and without oral contrast, which are used as source and target domains, respectively. The proposed method showed clear improvements in terms of three different metrics compared to other domain adaptation methods that are without the feature disentanglement. The method brings small bowel segmentation closer to clinical application.

我们提出了一种基于特征分离的新型无监督小肠分割领域适应方法。为了使域适应更加可控,我们在独特的双流自动编码架构中将强度和非强度特征进行了分离,并选择性地适应了非强度特征,这些特征被认为更容易跨域转移。分割预测是通过聚合分离的特征来进行的。我们使用静脉造影剂增强腹部 CT 扫描(含口服造影剂和不含口服造影剂)分别作为源域和目标域对我们的方法进行了评估。与其他未进行特征分解的域适应方法相比,所提出的方法在三个不同指标上都有明显改善。该方法使小肠分割更接近临床应用。
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引用次数: 0
Creditors, Plan Confirmations, and Bankruptcy Reorganizations: Lessons from Slovenia 债权人、计划确认和破产重组:斯洛文尼亚的经验教训
IF 2.1 4区 社会学 Q3 BUSINESS Pub Date : 2021-08-23 DOI: 10.1007/s40804-021-00221-3
Jaka Cepec, Peter Grajzl
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引用次数: 4
A Risk Characterization of Regulatory Arbitrage in Financial Markets 金融市场监管套利的风险表征
IF 2.1 4区 社会学 Q3 BUSINESS Pub Date : 2021-08-02 DOI: 10.1007/s40804-021-00219-x
Andrea Minto, Stephanie Prinz, Melanie Wulff
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引用次数: 2
The Rise of ‘Group Solution’ in Insolvency Law and Bank Resolution 破产法与银行决议中“集体解决”的兴起
IF 2.1 4区 社会学 Q3 BUSINESS Pub Date : 2021-07-29 DOI: 10.1007/s40804-021-00220-4
I. Kokorin
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引用次数: 1
ESMA as a Residual Lawmaker: The Political Economy and Constitutionality of ESMA’s Product Intervention Measures on Complex Financial Products ESMA作为剩余立法者:ESMA对复杂金融产品的产品干预措施的政治经济学与合宪性
IF 2.1 4区 社会学 Q3 BUSINESS Pub Date : 2021-07-23 DOI: 10.1007/s40804-021-00218-y
P. Iglesias-Rodríguez
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引用次数: 2
Regulatory Lag, Regulatory Friction and Regulatory Transition as FinTech Disenablers: Calibrating an EU Response to the Regulatory Sandbox Phenomenon 监管滞后、监管摩擦和监管转型作为金融科技的阻碍因素:校准欧盟对监管沙盒现象的反应
IF 2.1 4区 社会学 Q3 BUSINESS Pub Date : 2021-07-21 DOI: 10.2139/ssrn.3928615
Deirdre Ahern
With transformative evolution involving crypto-assets, machine learning applications and data-driven finance models, complex regulatory and policy issues are emerging. Inadequate frameworks in FinTech markets create regulatory friction and regulatory fragmentation. These limitations continue to feature when piecemeal regulatory transition occurs. The danger of EU Member States being left behind in the FinTech innovation race if the regulatory landscape is cumbersome or incomplete for new business models is real. Regulatory lag and regulatory friction also act as a ‘disenabler’ for ease of cross-border FinTech trade in the EU. This article critically engages with the manner in which the regulatory sandbox has rapidly gained critical mass in Member States as a valuable adaptive measure supporting a route to market for FinTech entrepreneurs. Against the backdrop of the European Commission’s Digital Finance Strategy, the article further advances scholarship on FinTech in the EU by probing the EU’s resulting regulatory dilemma, undertaking a systematic evaluation of the continuum of complex policy options available to the European Union in response to the spreading regulatory sandbox phenomenon.
随着加密资产、机器学习应用程序和数据驱动金融模型的变革性发展,复杂的监管和政策问题正在出现。金融科技市场框架不足造成监管摩擦和监管碎片化。当零散的监管过渡发生时,这些限制仍然存在。如果新商业模式的监管环境繁琐或不完整,欧盟成员国在金融科技创新竞赛中被甩在后面的危险是真实存在的。监管滞后和监管摩擦也成为欧盟跨境金融科技贸易便利化的“障碍”。本文批判性地探讨了监管沙盒在成员国迅速获得临界质量的方式,这是一项有价值的适应性措施,支持金融科技企业家走向市场。在欧盟委员会数字金融战略的背景下,本文通过探讨欧盟由此产生的监管困境,对欧盟应对不断蔓延的监管沙盒现象的一系列复杂政策选择进行了系统评估,进一步推进了欧盟金融科技的学术研究。
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引用次数: 12
Venture Capital in the Rise of Sustainable Investment 可持续投资兴起中的风险投资
IF 2.1 4区 社会学 Q3 BUSINESS Pub Date : 2021-07-07 DOI: 10.1007/s40804-021-00238-8
Lin Lin
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引用次数: 13
Central Counterparties are Too Big for the European Securities and Markets Authority (Alone): Constructive Critique of the 2019 CCP Supervision Regulation 中央交易对手太大,欧洲证券和市场管理局(单独):对2019年CCP监管条例的建设性批评
IF 2.1 4区 社会学 Q3 BUSINESS Pub Date : 2021-05-25 DOI: 10.1007/s40804-021-00215-1
Romualdo Canini
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引用次数: 1
From a Financial to an Entity Model of ESG ESG从财务到实体模型
IF 2.1 4区 社会学 Q3 BUSINESS Pub Date : 2021-04-26 DOI: 10.1007/s40804-021-00234-y
Iain Macneil, Irene-Marié Esser
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引用次数: 19
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European Business Organization Law Review
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