Machine Learning in Aging Research

نویسندگان
چکیده

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Machine-Learning Research

The last five years have seen an explosion in machine-learning research. This explosion has many causes: First, separate research communities in symbolic machine learning, computational learning theory, neural networks, statistics, and pattern recognition have discovered one another and begun to work together. Second, machine-learning techniques are being applied to new kinds of problem, includ...

متن کامل

Applying machine learning in accounting research

Quite often, in order to derive meaningful insights, accounting researchers have to analyze large bodies of text. Usually, this is done manually by several human coders, which makes the process time consuming, expensive, and often neither replicable nor accurate. In an attempt to mitigate these problems, we perform a feasibility study investigating the applicability of computer-aided content an...

متن کامل

Research directions in interpretable machine learning models

The theoretical novelty of many machine learning methods leading to high performing algorithms has been substantial. However, the black-box nature of much of this body of work has meant that the models are difficult to interpret, with the consequence that the significant developments in machine learning theory are not matched by their practical impact. This tutorial stresses the need for interp...

متن کامل

New Directions in Machine Learning: Research Statement

Machine learning has changed the way we approach many applications in computer science, and has enabled us to approach many applications of computer science that were not previously possible: for instance, webpage classification, image retrieval, and natural language question answering. However, there are some applications that escape the traditional approach to machine learning and require new...

متن کامل

Machine learning algorithms in air quality modeling

Modern studies in the field of environment science and engineering show that deterministic models struggle to capture the relationship between the concentration of atmospheric pollutants and their emission sources. The recent advances in statistical modeling based on machine learning approaches have emerged as solution to tackle these issues. It is a fact that, input variable type largely affec...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: The Journals of Gerontology: Series A

سال: 2019

ISSN: 1079-5006,1758-535X

DOI: 10.1093/gerona/glz074