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  1. Eyelid tumors accounts for 5–10% of skin tumors. It is important but difficult to identify malignant eyelid tumors from benign lesions in a cost-effective way. Traditional screening methods for malignancy in e...

    Authors: Shiqi Hui, Li Dong, Kai Zhang, Zihan Nie, Xue Jiang, Heyan Li, Zhijia Hou, Jingwen Ding, Yue Wang and Dongmei Li
    Citation: Journal of Big Data 2022 9:84
  2. Emotions are highly useful to model human behavior being at the core of what makes us human. Today, people abundantly express and share emotions through social media. Technological advancements in such platfor...

    Authors: Anoop K., Deepak P., Savitha Sam Abraham, Lajish V. L. and Manjary P. Gangan
    Citation: Journal of Big Data 2022 9:82
  3. Component fault detection and inventory are one of the most significant bottlenecks facing the electricity transmission and distribution utility establishments especially in developing countries for delivery o...

    Authors: Iyke Maduako, Chukwuemeka Fortune Igwe, James Edebo Abah, Obianuju Esther Onwuasaanya, Grace Amarachi Chukwu, Franklin Ezeji and Francis Ifeanyi Okeke
    Citation: Journal of Big Data 2022 9:81
  4. Entity detection task on knowledge graph question answering systems has been studied well on simple questions. However, the task is still challenging on complex questions. It is due to a complex question is co...

    Authors: Mohammad Yani, Adila Alfa Krisnadhi and Indra Budi
    Citation: Journal of Big Data 2022 9:80
  5. Because retinal hemorrhage is one of the earliest symptoms of diabetic retinopathy, its accurate identification is essential for early diagnosis. One of the major obstacles ophthalmologists face in making a qu...

    Authors: Ayoub Skouta, Abdelali Elmoufidi, Said Jai-Andaloussi and Ouail Ouchetto
    Citation: Journal of Big Data 2022 9:78
  6. Coral reefs are very important ecosystem which are the foundation of all life on this earth, but now they are under threat. Coral bleaching are happening now at a serious rate and the ultimate goal of conserva...

    Authors: Gabriela Nathania Harywanto, Juan Sebastian Veron and Derwin Suhartono
    Citation: Journal of Big Data 2022 9:73
  7. Albatross Analytics is a statistical and data science data processing platform that researchers can use in disciplines of various fields. Albatross Analytics makes it easy to implement fundamental analysis for...

    Authors: Rezzy Eko Caraka, Youngjo Lee, Jeongseop Han, Hangbin Lee, Maengseok Noh, Il Do Ha, Prana Ugiana Gio and Bens Pardamean
    Citation: Journal of Big Data 2022 9:70
  8. Acute lower respiratory infections (ALRI) are a major cause of mortality among children under five. This study aimed to investigate the spatiotemporal pattern of ALRI in Ethiopian administrative zones.

    Authors: Meseret Tadesse Fetene, Haile Mekonnen Fenta and Lijalem Melie Tesfaw
    Citation: Journal of Big Data 2022 9:68
  9. Due to the rapid growth of available data, various platforms offer parallel infrastructure that efficiently processes big data. One of the critical issues is how to use these platforms to optimise resources, a...

    Authors: Nasim Ahmed, Andre L. C. Barczak, Mohammad A. Rashid and Teo Susnjak
    Citation: Journal of Big Data 2022 9:67
  10. Social media provides an infrastructure where users can share their data at an unprecedented speed without worrying about storage and processing. Social media data has grown exponentially and now there is majo...

    Authors: Kashif Ali, Margaret Hamilton, Charles Thevathayan and Xiuzhen Zhang
    Citation: Journal of Big Data 2022 9:64
  11. Mastoid abnormalities show different types of ear illnesses, however inadequacy of experts and low accuracy of diagnostic demand a new approach to detect these abnormalities and reduce human mistakes. The manu...

    Authors: Mohammad Khosravi, Yalda Jabbari Moghaddam, Mahdad Esmaeili, Ahmad Keshtkar, Javad Jalili and Hamid Tayefi Nasrabadi
    Citation: Journal of Big Data 2022 9:62
  12. Dimension reduction is a preprocessing step in machine learning for eliminating undesirable features and increasing learning accuracy. In order to reduce the redundant features, there are data representation m...

    Authors: Mahboubeh Fattahi, Mohammad Hossein Moattar and Yahya Forghani
    Citation: Journal of Big Data 2022 9:60
  13. Advanced analytics are fundamental to transform large manufacturing data into resourceful knowledge for various purposes. In its very nature, such “industrial big data” can relay its usefulness to reach furthe...

    Authors: Moncef Garouani, Adeel Ahmad, Mourad Bouneffa, Mohamed Hamlich, Gregory Bourguin and Arnaud Lewandowski
    Citation: Journal of Big Data 2022 9:57
  14. Natural language processing (NLP) refers to the field of study that focuses on the interactions between human language and computers. It has recently gained much attention for analyzing human language computat...

    Authors: Sebastião Pais, João Cordeiro and M. Luqman Jamil
    Citation: Journal of Big Data 2022 9:54
  15. Big data has become a core technology to provide innovative solutions in many fields. However, the collected dataset for data analysis in various domains will contain missing values. Missing value imputation i...

    Authors: Kritbodin Phiwhorm, Charnnarong Saikaew, Carson K. Leung, Pattarawit Polpinit and Kanda Runapongsa Saikaew
    Citation: Journal of Big Data 2022 9:52
  16. Effective programming of research and development (R&D) support, adjusted to the actual potential of beneficiaries, requires the use of modern analytical tools. An efficient R&D support system requires up-to-d...

    Authors: Wiesław Cetera, Włodzimierz Gogołek, Aleksander Żołnierski and Dariusz Jaruga
    Citation: Journal of Big Data 2022 9:46
  17. CNN originates from image processing and is not commonly known as a forecasting technique in time-series analysis which depends on the quality of input data. One of the methods to improve the quality is by smo...

    Authors: Aji Prasetya Wibawa, Agung Bella Putra Utama, Hakkun Elmunsyah, Utomo Pujianto, Felix Andika Dwiyanto and Leonel Hernandez
    Citation: Journal of Big Data 2022 9:44
  18. Today's lifestyle has led to a significant increase in referrals to medical centers to diagnose various diseases. To this end, over the past few years, researchers have turned to new diagnostic methods, includ...

    Authors: Faranak Rezaei, Maryam Abbasitabar, Shirin Mirzaei, Zahra Kamari Direh, Sahar Ahmadi, Zahra Azizi and Darya Danialy
    Citation: Journal of Big Data 2022 9:43
  19. The vehicle routing problem (VRP) is one of the challenging problems in optimization and can be described as combinatorial optimization and NP-hard problem. Researchers have used many artificial intelligence t...

    Authors: Mohammed Alweshah, Muder Almiani, Nedaa Almansour, Saleh Al Khalaileh, Hamza Aldabbas, Waleed Alomoush and Almahdi Alshareef
    Citation: Journal of Big Data 2022 9:42
  20. The Sundanese language has over 32 million speakers worldwide, but the language has reaped little to no benefits from the recent advances in natural language understanding. Like other low-resource languages, t...

    Authors: Wilson Wongso, Henry Lucky and Derwin Suhartono
    Citation: Journal of Big Data 2022 9:39
  21. Online social networking services like Twitter are frequently used for discussions on numerous topics of interest, which range from mainstream and popular topics (e.g., music and movies) to niche and specializ...

    Authors: Wenchuan Mu, Kwan Hui Lim, Junhua Liu, Shanika Karunasekera, Lucia Falzon and Aaron Harwood
    Citation: Journal of Big Data 2022 9:38

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