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  1. Social media services and analytics platforms are rapidly growing. A large number of various events happen mostly every day, and the role of social media monitoring tools is also increasing. Social networks ar...

    Authors: Vladislav Karyukin, Galimkair Mutanov, Zhanl Mamykova, Gulnar Nassimova, Saule Torekul, Zhanerke Sundetova and Matteo Negri
    Citation: Journal of Big Data 2022 9:110
  2. Commercial banks are required to explain the credit evaluation results to their customers. Therefore, banks attempt to improve the performance of their credit scoring models while ensuring the interpretability...

    Authors: Sunghyon Kyeong and Jinho Shin
    Citation: Journal of Big Data 2022 9:106
  3. Using an incremental approach to solve the record linkage problem is a relatively new research area. In incremental record linkage, every inserted record is compared with some existing clusters of records base...

    Authors: Shahidul Islam Khan, Abir Bin Ayub Khan and Abu Sayed Md Latiful Hoque
    Citation: Journal of Big Data 2022 9:105
  4. Infinite numbers of real-world applications use Machine Learning (ML) techniques to develop potentially the best data available for the users. Transfer learning (TL), one of the categories under ML, has receiv...

    Authors: Asmaul Hosna, Ethel Merry, Jigmey Gyalmo, Zulfikar Alom, Zeyar Aung and Mohammad Abdul Azim
    Citation: Journal of Big Data 2022 9:102
  5. Beyond detecting brain lesions or tumors, comparatively little success has been attained in identifying brain disorders such as Alzheimer’s disease (AD), based on magnetic resonance imaging (MRI). Many machine...

    Authors: Bin Lu, Hui-Xian Li, Zhi-Kai Chang, Le Li, Ning-Xuan Chen, Zhi-Chen Zhu, Hui-Xia Zhou, Xue-Ying Li, Yu-Wei Wang, Shi-Xian Cui, Zhao-Yu Deng, Zhen Fan, Hong Yang, Xiao Chen, Paul M. Thompson, Francisco Xavier Castellanos…
    Citation: Journal of Big Data 2022 9:101
  6. Small Medium Enterprises (SMEs) are vital to the global economy and all societies. However, they face a complex and challenging environment, as in most sectors they are lagging behind in their digital transfor...

    Authors: Dimitrios Kotios, Georgios Makridis, Georgios Fatouros and Dimosthenis Kyriazis
    Citation: Journal of Big Data 2022 9:100
  7. Occupational data mining and analysis is an important task in understanding today’s industry and job market. Various machine learning techniques are proposed and gradually deployed to improve companies’ operat...

    Authors: Junhua Liu, Yung Chuen Ng, Zitong Gui, Trisha Singhal, Lucienne T. M. Blessing, Kristin L. Wood and Kwan Hui Lim
    Citation: Journal of Big Data 2022 9:99
  8. The variety feature of Big Data, represented by multi-model data, has brought a new dimension of complexity to all aspects of data management. The need to process a set of distinct but interlinked data models is ...

    Authors: Pavel Koupil, Sebastián Hricko and Irena Holubová
    Citation: Journal of Big Data 2022 9:97
  9. Predictive maintenance employing machine learning techniques and big data analytics is a benefit to the industrial business in the Industry 4.0 era. Companies, on the other hand, have difficulties as they move...

    Authors: Rathimala Kannan, Haq’ul Aqif Abdul Halim, Kannan Ramakrishnan, Shahrinaz Ismail and Dedy Rahman Wijaya
    Citation: Journal of Big Data 2022 9:94
  10. Glioblastoma (GBM) is the most common primary brain tumor in adults and is notorious for its lethality. Given its limited therapeutic measures and high heterogeneity, the development of new individualized ther...

    Authors: Changwu Wu, Chaoying Qin, Wenyong Long, Xiangyu Wang, Kai Xiao and Qing Liu
    Citation: Journal of Big Data 2022 9:92
  11. Big data is increasingly being promoted as a game changer for the future of science, as the volume of data has exploded in recent years. Big data characterized, among others, the data comes from multiple sourc...

    Authors: Ariana Yunita, Harry B. Santoso and Zainal A. Hasibuan
    Citation: Journal of Big Data 2022 9:91
  12. Stocks are an attractive investment option because they can generate large profits compared to other businesses. The movement of stock price patterns in the capital market is very dynamic. Therefore, accurate ...

    Authors: Armin Lawi, Hendra Mesra and Supri Amir
    Citation: Journal of Big Data 2022 9:89
  13. The aim of this study was to identify the ferroptosis induced tumor microenvironment (FeME) landscape in bladder cancer (BCa) for mRNA vaccine development and selecting suitable patients for precision treatment.

    Authors: Cheng-Peng Gui, Jia-Ying Li, Liang-Min Fu, Cheng-Gong Luo, Chi Zhang, Yi-Ming Tang, Li-zhen Zhang, Guan-nan Shu, Rong-Pei Wu and Jun-Hang Luo
    Citation: Journal of Big Data 2022 9:88
  14. 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
  15. 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
  16. 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
  17. 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
  18. 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
  19. 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
  20. 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
  21. 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
  22. 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
  23. 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
  24. 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

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