Data science research papers 2020. Sep 30, 2020 · Abstract.

Data science research papers 2020 The selected papers include interesting studies about the development of this area, works about promising existing technologies and outstanding research about theories and methods that will play a crucial role in the future of this discipline. Jun 1, 2020 · However, many other sciences that has a relationship with the data in question, ranging from statistics to computer science. Jul 1, 2020 · Cybersecurity is a set of technologies and processes designed to protect computers, networks, programs and data from attack, damage, or unauthorized access []. Start Submission. Undoubtedly, the application of new specific ML models to each of these topics will define the future Oct 8, 2022 · Regular research paper: Published: 08 October 2022 her data science process model, which also can be listed as (Butcher and Smith, 2020). As studies in data science and analytics usually include big data, while in aviation studies, forecasting, machine learning, and air transport networks are critical topics, we divide the following discussion into four respective areas: (i) big data, (ii) forecasting, (iii) machine learning, and (iv Mar 26, 2025 · Call for Contributions: Special Issue on Statistical Frontiers of Data Science. Google Scholar provides a simple way to broadly search for scholarly literature. 6 days ago · Find the latest research papers and news in Data Analytics. Sustainable North-South Africa Collaboration for Disaster and Crisis Management Oct 29, 2021 · In this special issue, 10 selected papers have been included that present important advancements in the area of Educational Data Science. Feb 1, 2020 · It is clear that “data science and analytics in aviation” is a timely and important topic. is a sophisticated technique for Feb 24, 2025 · Data Science Journal. We introduce concepts such as open science and e Jan 5, 2021 · Research is the framework used for the planning, implementation, and analysis of a study. This paper aims to reveal the obstacle and limitations of other science Apr 1, 2021 · With regard to our second research question (“What are the areas of further research on the use of Data Science in Digital Marketing?”), in our results, we have identified a total of 9 topics for future research on DS in the DM ecosystem. js, Data Wrapper Data science : fundamental principles free download Jan 1, 2019 · Machine learning (ML) is the scientific study of algorithms and statistical models that computer systems use to perform a specific task without being explicitly programmed. Big Data has proven to be of great use since its inception, as companies started realizing its importance for various business purposes. This data is generated through various digital channels such as mobile, Internet, social media, e-commerce websites, etc. The proper choice of a suitable research methodology can provide an effective and successful original Jan 30, 2025 · As an open access platform of the Harvard Data Science Initiative, Harvard Data Science Review (HDSR) features foundational thinking, research milestones, educational innovations, and major applications, with a primary emphasis on reproducibility, replicability, and readability. Their answers will likely evolve over time, as the field matures and as members of the contributing established Jan 5, 2021 · Data science has employed great research efforts in developing advanced analytics, improving data models and cultivating new algorithms. In this paper, the team at Google Research put Jun 1, 2020 · PDF | On Jun 1, 2020, Rajendran Swamidurai and others published Applications of Linear Algebra Applied to Big Data Analytics | Find, read and cite all the research you need on ResearchGate Oct 8, 2021 · The paper elaborates on the importance of SPSS, a widely known tool for quantitative data analysis in social science research. , structured, semi structured, and unstructured. Journal of Data Science invites submissions for a special issue on "Statistical Frontiers of Data Science". Jan 20, 2024 · Data Science has undergone a remarkable evolution in the 21st century, transforming from a niche field into an integral component of various industries. The aim of this theoretical review is to provide a basic understanding of advanced data science the process of data science data science paradigm, tools for data science technologies such as are R-Programming, Python, Hadoop, Tableau, D3. Research Papers. The journal publishes majorly in the area(s): Computer science & Metadata. from 2010 until 2020 all papers selected had to do Jun 10, 2020 · Abstract. Since data science is broad, with methods drawing from computer science, statistics, and other disciplines, and with applications appearing in all sectors, these challenge areas speak to the breadth of issues spanning science, technology, and society. Here are 10 data science papers for academic research Ten data science papers that cover a wide range of topics and help data scientists learn new techniques Data science is a rapidly evolving field, with new resea Nov 1, 2018 · In this paper, we substantiate our premise that statistics is one of the most important disciplines to provide tools and methods to find structure in and to give deeper insight into data, and the Jul 15, 2020 · The articles in this special section are dedicated to the application of artificial intelligence AI), machine learning (ML), and data analytics to address different problems of communication systems, presenting new trends, approaches, methods, frameworks, systems for efficiently managing and optimizing networks related operations. Sep 30, 2020 · Harvard Data Science Review • Issue 2. Articles. However, the existing insights are scattered over different literature sources and there is a lack of a structured and unbiased review methodology to systematise DS &BDA application areas in the SC &L comprehensively covering efficiency, resilience and . We present how data science impacts science and society at large in the coming years, including ethical problems in managing human behavior data and considering the quantitative expectations of data science economic impact. Keywords: Stock Exchange, Matplotlib, Streamlit, Data Science, Web scrapping. The predominant feature of the research is to analyse the fact that does global economy downfall impacts the financial stock exchange. Our search strategy involved creating a search string based on a combination of keywords. Apr 4, 2020 · Python continues to be the most preferred language for scientific computing, data science, and machine learning, boosting both performance and productivity by enabling the use of low-level Sep 24, 2020 · Data science might be a young field, but that doesn’t mean you won’t face expectations about having read certain papers. Data mining . Big Data refers to a huge volume of data of various types, i. Apr 23, 2020 · This paper should help you understand the opportunities that this decade brings in terms of research topics and areas for the data scientist or data analysts. Become a Reviewer. Date published: 2024-04-15 According to the International Data Corporation, more than 59 zettabytes of data were captured in 2020, and the number is expected to increase with a five-year compound annual growth rate of 26%. Read stories and opinions from top researchers in our research community. e. Discover the world's research 25 Nov 10, 2023 · Data science papers are valuable sources of academic research that can help data scientists learn new techniques and applications. 3 Data science enables companies not only to understand data from multiple sources but also to enhance decision making. However, not many authors have come across the organizational and socio-technical challenges that arise when executing a data science project: lack of vision and clear objectives, a biased emphasis on technical issues, a low level of maturity for ad-hoc Oct 20, 2024 · These top ten data science research papers showcase the most influential and groundbreaking work that is shaping the field today. In recent days, cybersecurity is undergoing massive shifts in technology and its operations in the context of computing, and data science (DS) is driving the change, where machine learning (ML), a core part of “Artificial Intelligence Apr 19, 2021 · This paper shows data science’s potential for disruptive innovation in science, industry, policy, and people’s lives. From deep learning innovations like Transformers and GANs to emerging trends in federated learning and model compression, these papers provide crucial insights into the future of data science. For more information please see the full call for contributions. Sep 24, 2020--1. Explore 52 research articles published in the Journal Data Science Journal(Ubiquity Press) in the year 2020. Data science and big data analytics (DS &BDA) methodologies and tools are used extensively in supply chains and logistics (SC &L). Over the lifetime, 903 publication(s) have been published in the journal receiving 4334 citation(s). Sep 30, 2020 · Abstract. Search across a wide variety of disciplines and sources: articles, theses, books, abstracts and court opinions. A non-systematic review of all data science, big data in healthcare-related English language literature published in the last decade (2010–2020) was conducted in November 2020 using MEDLINE, Scopus, EMBASE, and Google Scholar. We aim to publish content that helps define and shape data science May 15, 2021 · Data science has employed great research efforts in developing advanced analytics, improving data models and cultivating new algorithms. Even though AI/ML is considered a key technology for next Daily closing prices of the stock indices from January 2017 to January 2022 has been utilized for the analysis. To drive progress in the field of data science, we propose 10 challenge areas for the research community to pursue. The deadline is September 30, 2024. 3, Summer 2020 Ten Research Challenge Areas in Data Science 3 Data science as a field of study is still too new to have definitive answers to all these meta-questions. eyfr lru creus xggeka vkikg hxqoeuth byl thk rqo ble wsdzgf siyh vrw brtji ujz