Results 21 to 30 of about 536,893 (261)
Stochastic Methods for AUC Optimization subject to AUC-based Fairness Constraints
CoRR, 2022 Published in AISTATS ...
Yao Yao, Qihang Lin, Tianbao Yang
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Efficient AUC Optimization for Classification [PDF]
, 2007 In this paper we show an efficient method for inducing classifiers that directly optimize the area under the ROC curve. Recently, AUC gained importance in the classification community as a mean to compare the performance of classifiers. Because most classification methods do not optimize this measure directly, several classification learning methods ...
Toon Calders, Szymon Jaroszewicz
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TechnologiesHand Gesture Recognition (HGR) is a vital technology that enables intuitive human–computer interaction in various domains, including augmented reality, smart environments, and assistive systems.
Maki K. Habib +2 more
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Chemotherapy Based on Supramolecular Chemistry: A Promising Strategy in Cancer Therapy
Pharmaceutics, 2019 Chemotherapeutic agents are considered one of the strategies in treating cancer. However, their use is faced by many challenges, such as poor water solubility leading to poor bioavailability and non-selective targeting of cancerous cells leading to ...
Sherif Ashraf Fahmy +5 more
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Carbohydrate Polymer Technologies and ApplicationsRecent research shows a paradigm shift in using agro-industrial byproducts, turning food waste into valuable resources. However, oxidative sensitivity and low stability limit their use, requiring new technologies.
Enas A. Elhawary +3 more
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The feminine mystique of AUC [PDF]
Journal of Nuclear Cardiology, 2016 In her well-known book, ‘‘The Feminine Mystique’’ (1963), psychologist Betty Friedan argues that biased portrayal of women in the media created a perception that women were naturally fulfilled by domestic duties and risked unhappiness in choosing career path over family.
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Estimation of AUC or Partial AUC Under Test-Result-Dependent Sampling [PDF]
Statistics in Biopharmaceutical Research, 2012 The area under the ROC curve (AUC) and partial area under the ROC curve (pAUC) are summary measures used to assess the accuracy of a biomarker in discriminating true disease status. The standard sampling approach used in biomarker validation studies is often inefficient and costly, especially when ascertaining the true disease status is costly and ...
Xiaofei, Wang +3 more
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Evolutionary Multitasking AUC Optimization
CoRR, 2022 This work has been submitted to the IEEE for possible ...
Chao Wang 0099 +2 more
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Innovative Surgical Sciences, 2016 Because of demographic changes and the increasing proportion of orthogeriatric patients, the German Trauma Society (DGU) established a certification process for geriatric fracture centres (AltersTraumaZentrum DGU®).
Krause Ulla, Jung Katrin
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Pediatric Blood &Cancer, EarlyView.ABSTRACT Background Platinum‐based chemotherapy is known to cause severe and debilitating hearing loss, but unlike cisplatin, the true incidence of carboplatin‐induced hearing loss remains unclear. We evaluated functional hearing outcomes in children receiving carboplatin to determine the incidence and severity of ototoxicity. Procedure We identified a
Aniket Chawla +6 more
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