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Journal of Big Data
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  1. Label noise is an important data quality issue that negatively impacts machine learning algorithms. For example, label noise has been shown to increase the number of instances required to train effective predi...

    Authors: Zahra Salekshahrezaee, Joffrey L. Leevy and Taghi M. Khoshgoftaar

    Citation: Journal of Big Data 2021 8:57

    Content type: Research

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  3. The value of graph-based big data can be unlocked by exploring the topology and metrics of the networks they represent, and the computational approaches to this exploration take on many forms. For the use-case...

    Authors: Miguel E. Coimbra, Alexandre P. Francisco and Luís Veiga

    Citation: Journal of Big Data 2021 8:55

    Content type: Survey Paper

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  4. Nowadays this concept has been widely assessed due to its complexity and sensitivity for the beneficiaries, including passengers, airlines, regulatory agencies, and other organizations. To date, various method...

    Authors: Mahdi Yousefzadeh Aghdam, Seyed Reza Kamel Tabbakh, Seyed Javad Mahdavi Chabok and Maryam Kheyrabadi

    Citation: Journal of Big Data 2021 8:54

    Content type: Research

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  5. In the last few years, the deep learning (DL) computing paradigm has been deemed the Gold Standard in the machine learning (ML) community. Moreover, it has gradually become the most widely used computational a...

    Authors: Laith Alzubaidi, Jinglan Zhang, Amjad J. Humaidi, Ayad Al-Dujaili, Ye Duan, Omran Al-Shamma, J. Santamaría, Mohammed A. Fadhel, Muthana Al-Amidie and Laith Farhan

    Citation: Journal of Big Data 2021 8:53

    Content type: Survey Paper

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  7. Tourism is one of the world’s largest industries fundamentally arising from mobility as a form of capital. In destination islands that have a delicate ecosystem to maintain, this source of income can become pr...

    Authors: Catia Prandi, Valentina Nisi, Miguel Ribeiro and Nuno Nunes

    Citation: Journal of Big Data 2021 8:51

    Content type: Research

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  8. Recently unique spans of genetic data are produced by researchers, there is a trend in genetic exploration using machine learning integrated analysis and virtual combination of adaptive data into the solution ...

    Authors: Micheal Olaolu Arowolo, Marion Olubunmi Adebiyi, Charity Aremu and Ayodele A. Adebiyi

    Citation: Journal of Big Data 2021 8:50

    Content type: Survey Paper

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  9. The popularity of big data analytics (BDA) has boosted the interest of organisations into exploiting their large scale data. This technology can become a strategic stimulation for organisations to achieve comp...

    Authors: Muslihah Wook, Nor Asiakin Hasbullah, Norulzahrah Mohd Zainudin, Zam Zarina Abdul Jabar, Suzaimah Ramli, Noor Afiza Mat Razali and Nurhafizah Moziyana Mohd Yusop

    Citation: Journal of Big Data 2021 8:49

    Content type: Research

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  10. The main obstacle for local and daily or weekly time-series mapping using very high-resolution satellite imagery is the high price and availability of data. These constraints are currently obtaining solutions ...

    Authors: Widodo Budiharto, Edy Irwansyah, Jarot S. Suroso, Andry Chowanda, Heri Ngarianto and Alexander Agung Santoso Gunawan

    Citation: Journal of Big Data 2021 8:48

    Content type: Research

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  12. Database queries are one of the most important functions of a relational database. Users are interested in viewing a variety of data representations, and this may vary based on database purpose and the nature ...

    Authors: Sean A. Mochocki, Gary B. Lamont, Robert C. Leishman and Kyle J. Kauffman

    Citation: Journal of Big Data 2021 8:46

    Content type: Methodology

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  14. Finding the most suitable co-author is one of the most important ways to conduct effective research in scientific fields. Data science has contributed to achieving this possibility significantly. The present s...

    Authors: Fezzeh Ebrahimi, Asefeh Asemi, Amin Nezarat and Andrea Ko

    Citation: Journal of Big Data 2021 8:44

    Content type: Research

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  15. At present, voice biometrics are commonly used for identification and authentication of users through their voice. Voice based services such as mobile banking, access to personal devices, and logging into soci...

    Authors: Muhammad Ismail, Shahzad Memon, Lachhman Das Dhomeja, Shahid Munir Shah, Dostdar Hussain, Sabit Rahim and Imran Ali

    Citation: Journal of Big Data 2021 8:43

    Content type: Research

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  17. The widespread influence of social media impacts every aspect of life, including the healthcare sector. Although medics and health professionals are the final decision makers, the advice and recommendations ob...

    Authors: B. Athira, Josette Jones, Sumam Mary Idicula, Anand Kulanthaivel and Enming Zhang

    Citation: Journal of Big Data 2021 8:41

    Content type: Research

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  21. A significant advancement that occurs during the data cleaning stage is estimating missing data. Studies have shown that improper data handling leads to inaccurate analysis. Furthermore, most studies indicate ...

    Authors: Heru Nugroho, Nugraha Priya Utama and Kridanto Surendro

    Citation: Journal of Big Data 2021 8:37

    Content type: Research

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  22. Value-Added Services at a Mobile Telecommunication company provide customers with a variety of services. Value-added services generate significant revenue annually for telecommunication companies. Providing so...

    Authors: Mohammadsadegh Vahidi Farashah, Akbar Etebarian, Reza Azmi and Reza Ebrahimzadeh Dastjerdi

    Citation: Journal of Big Data 2021 8:36

    Content type: Research

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  24. Maternal mortality is one of the socio-economic problems and widely considered a serious indicator of the quality of a health. Ethiopia is considered to be one of the top six sub-Saharan countries with severe ...

    Authors: Shibiru Jabessa and Dabala Jabessa

    Citation: Journal of Big Data 2021 8:34

    Content type: Research

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  25. This project is funded by the US National Science Foundation (NSF) through their NSF RAPID program under the title “Modeling Corona Spread Using Big Data Analytics.” The project is a joint effort between the D...

    Authors: Flavio Villanustre, Arjuna Chala, Roger Dev, Lili Xu, Jesse Shaw LexisNexis, Borko Furht and Taghi Khoshgoftaar

    Citation: Journal of Big Data 2021 8:33

    Content type: Methodology

    Published on:

  26. Over the past decade, recommendation systems have been one of the most sought after by various researchers. Basket analysis of online systems’ customers and recommending attractive products (movies) to them is...

    Authors: Mohammadsadegh Vahidi Farashah, Akbar Etebarian, Reza Azmi and Reza Ebrahimzadeh Dastjerdi

    Citation: Journal of Big Data 2021 8:32

    Content type: Research

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  27. Optimizing quality trade-offs in an end-to-end big data science process is challenging, as not only do we need to deal with different types of software components, but also the domain knowledge has to be incor...

    Authors: Minjung Ryu, Hong-Linh Truong and Matti Kannala

    Citation: Journal of Big Data 2021 8:31

    Content type: Research

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  29. RNA-Seq data are utilized for biological applications and decision making for the classification of genes. A lot of works in recent time are focused on reducing the dimension of RNA-Seq data. Dimensionality re...

    Authors: Micheal Olaolu Arowolo, Marion Olubunmi Adebiyi, Ayodele Ariyo Adebiyi and Oludayo Olugbara

    Citation: Journal of Big Data 2021 8:29

    Content type: Research

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  30. Multi-dimensional arrays (also known as raster data or gridded data) play a key role in many, if not all science and engineering domains where they typically represent spatio-temporal sensor, image, simulation...

    Authors: Peter Baumann, Dimitar Misev, Vlad Merticariu and Bang Pham Huu

    Citation: Journal of Big Data 2021 8:28

    Content type: Survey Paper

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  31. Any computer vision application development starts off by acquiring images and data, then preprocessing and pattern recognition steps to perform a task. When the acquired images are highly imbalanced and not a...

    Authors: Vignesh Sampath, Iñaki Maurtua, Juan José Aguilar Martín and Aitor Gutierrez

    Citation: Journal of Big Data 2021 8:27

    Content type: Survey Paper

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  32. Stemming has long been used in data pre-processing to retrieve information by tracking affixed words back into their root. In an Indonesian setting, existing stemming methods have been observed, and the existi...

    Authors: Rianto, Achmad Benny Mutiara, Eri Prasetyo Wibowo and Paulus Insap Santosa

    Citation: Journal of Big Data 2021 8:26

    Content type: Short Report

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  34. The leading approaches in Machine Learning are notoriously data-hungry. Unfortunately, many application domains do not have access to big data because acquiring data involves a process that is expensive or tim...

    Authors: Amina Adadi

    Citation: Journal of Big Data 2021 8:24

    Content type: Survey Paper

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  36. Weighted finite-state transducers have been shown to be a general and efficient representation in many applications such as text and speech processing, computational biology, and machine learning. The composit...

    Authors: Bilal Elghadyry, Faissal Ouardi and Sébastien Verel

    Citation: Journal of Big Data 2021 8:22

    Content type: Research

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  37. The MapReduce programming paradigm is frequently used in order to process and analyse a huge amount of data. This paradigm relies on the ability to apply the same operation in parallel on independent chunks of...

    Authors: Sara Migliorini, Alberto Belussi, Elisa Quintarelli and Damiano Carra

    Citation: Journal of Big Data 2021 8:21

    Content type: Research

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  38. The stability of the economy and political system of any country highly depends on the policy of anti-money laundering (AML). If government policies are incapable of handling money laundering activities in an ...

    Authors: Abdul Khalique Shaikh, Malik Al-Shamli and Amril Nazir

    Citation: Journal of Big Data 2021 8:20

    Content type: Research

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  39. The Dimensionality Curse is one of the most critical issues that are hindering faster evolution in several fields broadly, and in bioinformatics distinctively. To counter this curse, a conglomerate solution is...

    Authors: Khawla Tadist, Fatiha Mrabti, Nikola S. Nikolov, Azeddine Zahi and Said Najah

    Citation: Journal of Big Data 2021 8:19

    Content type: Research

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  40. This survey explores how Deep Learning has battled the COVID-19 pandemic and provides directions for future research on COVID-19. We cover Deep Learning applications in Natural Language Processing, Computer Vi...

    Authors: Connor Shorten, Taghi M. Khoshgoftaar and Borko Furht

    Citation: Journal of Big Data 2021 8:18

    Content type: Survey Paper

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  41. The stock market is very unstable and volatile due to several factors such as public sentiments, economic factors and more. Several Petabytes volumes of data are generated every second from different sources, ...

    Authors: Isaac Kofi Nti, Adebayo Felix Adekoya and Benjamin Asubam Weyori

    Citation: Journal of Big Data 2021 8:17

    Content type: Research

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  42. The demand for computational resources is steadily increasing in experimental high energy physics as the current collider experiments continue to accumulate huge amounts of data and physicists indulge in more ...

    Authors: Nairit Sur, Leonardo Cristella, Adriano Di Florio and Vincenzo Mastrapasqua

    Citation: Journal of Big Data 2021 8:16

    Content type: Methodology

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  44. Recent developments of portable sensor devices, cloud computing, and machine learning algorithms have led to the emergence of big data analytics in healthcare. The condition of the human body, e.g. the ECG sig...

    Authors: Nico Surantha, Tri Fennia Lesmana and Sani Muhamad Isa

    Citation: Journal of Big Data 2021 8:14

    Content type: Research

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  45. With recent developments in ICT, the interest in using large amounts of accumulated data for traffic policy planning has increased significantly. In recent years, data polishing has been proposed as a new meth...

    Authors: Mio Hosoe, Masashi Kuwano and Taku Moriyama

    Citation: Journal of Big Data 2021 8:13

    Content type: Research

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  47. In the medical field, distinguishing genes that are relevant to a specific disease, let’s say colon cancer, is crucial to finding a cure and understanding its causes and subsequent complications. Usually, medi...

    Authors: Salem Alelyani

    Citation: Journal of Big Data 2021 8:11

    Content type: Research

    Published on:

  48. Halal Supply Chain Management requires an assurance that the entire process of procurement, distribution, handling, and processing materials, spare parts, livestock, work-in-process, or finished inventory to b...

    Authors: Isti Surjandari, Harman Yusuf, Enrico Laoh and Rayi Maulida

    Citation: Journal of Big Data 2021 8:10

    Content type: Research

    Published on:

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  • ISSN: 2196-1115 (electronic)
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