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相关论文: Surgical Data Science: A Consensus Perspective

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Data Mining is the process of examining the information from different point of view and compressing it for the relevant data. This data can also be utilized to build the incomes. Data Mining is also known as Data or Knowledge Discovery.…

数据库 · 计算机科学 2016-10-17 Kratika Tyagi , Prof. Sanjeev Thakur

Data science is not a science. It is a research paradigm. Its power, scope, and scale will surpass science, our most powerful research paradigm, to enable knowledge discovery and change our world. We have yet to understand and define it,…

机器学习 · 计算机科学 2023-07-25 Michael L Brodie

While data science has emerged as a contentious new scientific field, enormous debates and discussions have been made on it why we need data science and what makes it as a science. In reviewing hundreds of pieces of literature which include…

计算机与社会 · 计算机科学 2020-07-01 Longbing Cao

The increasingly complex and rapidly changing global health and socio-economic landscape requires fundamentally new ways of thinking, acting and collaborating to solve growing systems challenges. Cross-sectoral collaborations between…

计算机与社会 · 计算机科学 2017-10-31 Barbara Bulc , Cassie Landers , Katherine Driscoll

Consensus on the definition of data science remains low despite the widespread establishment of academic programs in the field and continued demand for data scientists in industry. Definitions range from rebranded statistics to data-driven…

综合文献 · 计算机科学 2024-10-23 Rafael C. Alvarado

Every year approximately 234 million major surgeries are performed, leading to plentiful, highly diverse data. This is accompanied by a matching number of novel algorithms for the surgical domain. To garner all benefits of surgical data…

Social science concerns issues on individuals, relationships, and the whole society. The complexity of research topics in social science makes it the amalgamation of multiple disciplines, such as economics, political science, and sociology,…

社会与信息网络 · 计算机科学 2020-08-31 Jun Zhang , Wei Wang , Feng Xia , Yu-Ru Lin , Hanghang Tong

Data science is not a science. It is a research paradigm with an unfathomed scope, scale, complexity, and power for knowledge discovery that is not otherwise possible and can be beyond human reasoning. It is changing our world practically…

人工智能 · 计算机科学 2023-07-25 Michael L. Brodie

The explosion of data on the internet is a direct corollary of the social media platform. With petabytes of data being generated by end users, the researchers have access to unprecedented amount of data (Big Data). Such data provides an…

计算机与社会 · 计算机科学 2019-02-06 Adil E. Rajput , Samara M. Ahmed

There has been an increasing recognition of the value of data and of data-based decision making. As a consequence, the development of data science as a field of study has intensified in recent years. However, there is no systematic and…

其他计算机科学 · 计算机科学 2024-01-05 M. Tamer Özsu

This half day workshop explores challenges in data search, with a particular focus on data on the web. We want to stimulate an interdisciplinary discussion around how to improve the description, discovery, ranking and presentation of…

其他计算机科学 · 计算机科学 2018-05-31 Paul Groth , Laura Koesten , Philipp Mayr , Maarten de Rijke , Elena Simperl

Data Science is currently a popular field of science attracting expertise from very diverse backgrounds. Current learning practices need to acknowledge this and adapt to it. This paper summarises some experiences relating to such learning…

综合文献 · 计算机科学 2018-07-11 Yehia Elkhatib

Objective: To (1) demonstrate the implementation of a data science platform built on open-source technology within a large, academic healthcare system and (2) describe two computational healthcare applications built on such a platform.…

Citations are the cornerstone of knowledge propagation and the primary means of assessing the quality of research, as well as directing investments in science. Science is increasingly becoming "data-intensive", where large volumes of data…

数字图书馆 · 计算机科学 2017-09-28 Gianmaria Silvello

Data science has been described as the fourth paradigm for scientific discovery. The latest wave of data science research, pertaining to machine learning and artificial intelligence (AI), is growing exponentially and garnering millions of…

计算机与社会 · 计算机科学 2023-11-28 Ahmed Abbasi , Roger H. L. Chiang , Jennifer J. Xu

Although data science builds on knowledge from computer science, mathematics, statistics, and other disciplines, data science is a unique field with many mysteries to unlock: challenging scientific questions and pressing questions of…

计算机与社会 · 计算机科学 2020-02-14 Jeannette M. Wing

The Web community has introduced a set of standards and technologies for representing, querying, and manipulating a globally distributed data structure known as the Web of Data. The proponents of the Web of Data envision much of the world's…

人工智能 · 计算机科学 2009-08-05 Marko A. Rodriguez

The debate on data access and privacy is an ongoing one. It is kept alive by the never-ending changes/upgrades in (i) the shape of the data collected (in terms of size, diversity, sensitivity and quality), (ii) the laws governing data…

计算机与社会 · 计算机科学 2023-04-14 Fida K. Dankar

Data management, which encompasses activities and strategies related to the storage, organization, and description of data and other research materials, helps ensure the usability of datasets -- both for the original research team and for…

数字图书馆 · 计算机科学 2022-04-14 John A. Borghi , Ana E. Van Gulick

Owing to recent advances in machine learning and the ability to harvest large amounts of data during robotic-assisted surgeries, surgical data science is ripe for foundational work. We present a large dataset of surgical videos and their…