نتایج جستجو برای: auditable machine learning

تعداد نتایج: 739407  

Journal: :Nature Computational Science 2021

The growing number of health-data breaches, the use genomic databases for law enforcement purposes and lack transparency personal genomics companies are raising unprecedented privacy concerns. To enable a secure exploration datasets with controlled transparent data access, we propose citizen-centric approach that combines cryptographic privacy-preserving technologies, such as homomorphic encryp...

پایان نامه :دانشگاه تربیت معلم - تهران - دانشکده فنی 1392

برهم کنش های پروتئین-پروتئین در بسیاری از فرآیندهای سلولی نقش مهمی ایفا می کنند. بنابراین شناسایی، پیش بینی و تحلیل برهم کنش های پروتئین-پروتئین در حوزه زیست مولکولی مهم می باشد. روش های آزمایشگاهی که به این منظور طراحی گردیده اند بسیار پرهزینه، پر زحمت و وقت گیر می باشند. به همین دلیل نیاز به روش های محاسباتی برای بررسی برهم کنش های پروتئین-پروتئین روزانه افزایش می یابد. از این رو، هدف اصلی ا...

Journal: :IACR Cryptology ePrint Archive 2016
Lucas Schabhüser Denise Demirel Johannes A. Buchmann

In this work an unconditionally hiding auditing procedure for computations on documents stored in distributed fashion is introduced. There is only one multi-party computation (MPC) scheme providing auditability which computationally protects the inputs of the computations. Building on this, we propose a computationally hiding solution that uses bilinear maps and therefore produces no additional...

Machine learning is an application of artificial intelligence that is able to automatically learn and improve from experience without being explicitly programmed. The primary assumption for most of the machine learning algorithms is that the training set (source domain) and the test set (target domain) follow from the same probability distribution. However, in most of the real-world application...

Rapid prototyping (RP) methods are used for production easily and quickly of a scale model of a physical part or assembly. Gas metal arc welding (GMAW) is a widespread process used for rapid prototyping of metallic parts. In this process, in order to obtain a desired welding geometry, it is very important to predict the weld bead geometry based on the input process parameters, which are voltage...

Journal: :Electronic Markets 2021

Abstract Today, intelligent systems that offer artificial intelligence capabilities often rely on machine learning. Machine learning describes the capacity of to learn from problem-specific training data automate process analytical model building and solve associated tasks. Deep is a concept based neural networks. For many applications, deep models outperform shallow traditional analysis approa...

2015
Mary Adams Glenn Robert Jill Maben

We trace the legacies of filmed patient narratives that were edited and screened to encourage engagement with a participatory quality improvement project in an acute hospital setting in England. Using Gabriel’s theory of “narrative contract,” we examine the initial success of the films in establishing common grounds for participatory project and later, and more varied, interpretations of the fi...

Journal: :BioData Mining 2020

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