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  1. In an attempt to mitigate emissions and road traffic, a significant interest has been recently noted in expanding the use of shared vehicles to replace private modes of transport. However, one outstanding issu...

    Authors: Nilusha Jayawickrama, Enric Perarnau Ollé, Jesse Pirhonen, Risto Ojala, Klaus Kivekäs, Jari Vepsäläinen and Kari Tammi
    Citation: Journal of Big Data 2023 10:13
  2. One of the most common causes of incompleteness is missing data, which occurs when no data value for the variables in observation is stored. An adaptive approach model outperforming other numerical methods in ...

    Authors: Heru Nugroho, Nugraha Priya Utama and Kridanto Surendro
    Citation: Journal of Big Data 2023 10:10
  3. When you make a forex transaction, you sell one currency and buy another. If the currency you buy increases against the currency you sell, you profit, and you do this through a broker as a retail trader on the...

    Authors: Michael Ayitey Junior, Peter Appiahene, Obed Appiah and Christopher Ninfaakang Bombie
    Citation: Journal of Big Data 2023 10:9
  4. In Machine Learning, prediction quality is usually measured using different techniques and evaluation methods. In the regression models, the goal is to minimize the distance between the actual and predicted va...

    Authors: Nassim Sohaee
    Citation: Journal of Big Data 2023 10:8
  5. Chemical-shift encoded MRI (CSE-MRI) is a widely used technique for the study of body composition and metabolic disorders, where derived fat and water signals enable the quantification of adipose tissue and mu...

    Authors: Nicolas Basty, Marjola Thanaj, Madeleine Cule, Elena P. Sorokin, Yi Liu, E. Louise Thomas, Jimmy D. Bell and Brandon Whitcher
    Citation: Journal of Big Data 2023 10:4
  6. Deep learning algorithms provide visual tracking robustness at an unprecedented level, but realizing an acceptable performance is still challenging because of the natural continuous changes in the features of ...

    Authors: Eman R. AlBasiouny, Abdel-Fattah Attia, Hossam E. Abdelmunim and Hazem M. Abbas
    Citation: Journal of Big Data 2023 10:3
  7. Global climate change is affecting water resources and other aspects of life in many countries. Rainfall is the most significant climate element affecting the livelihood and well-being of the majority of Ethio...

    Authors: Wondmagegn Taye Abebe and Demeke Endalie
    Citation: Journal of Big Data 2023 10:2
  8. A web application is a software system that provides an interface to its users through a web browser on any operating system (OS). Despite their growing popularity, web application security threats have become...

    Authors: Wubetu Barud Demilie and Fitsum Gizachew Deriba
    Citation: Journal of Big Data 2022 9:124
  9. Recent advances in Information and Communication Technologies have a significant impact on all sectors of the economy worldwide. Digital Agriculture appeared as a consequence of the democratisation of digital ...

    Authors: Nabila Chergui and Mohand Tahar Kechadi
    Citation: Journal of Big Data 2022 9:123
  10. Anomaly detection is a relevant problem in the area of data analysis. In networked systems, where individual entities interact in pairs, anomalies are observed when pattern of interactions deviates from patter...

    Authors: Hadiseh Safdari and Caterina De Bacco
    Citation: Journal of Big Data 2022 9:122
  11. Today we create and collect more data than we have in the past. All this data comes from different sources, including social media platforms, our phones and computers, healthcare gadgets and wearable technolog...

    Authors: Altan Cakir, Özgün Akın, Halil Faruk Deniz and Ali Yılmaz
    Citation: Journal of Big Data 2022 9:118
  12. The ability to cross data from multiple sources represents a competitive advantage for organizations. Yet, the governance of the data lifecycle, from the data sources into valuable insights, is largely perform...

    Authors: Sergi Nadal, Petar Jovanovic, Besim Bilalli and Oscar Romero
    Citation: Journal of Big Data 2022 9:117
  13. Dynamic changes in epigenetic landscape reflect a critical command of lineage-specific gene expression. In an effort to discern the epigenetic regulatory networks of myogenic differentiation, we have used syst...

    Authors: Yuan Li, Saadia Khilji, Yan Z. Mach, Jihong Chen and Qiao Li
    Citation: Journal of Big Data 2022 9:116
  14. Aspect-based sentiment analysis (ABSA) is a textual analysis methodology that defines the polarity of opinions on certain aspects related to specific targets. The majority of research on ABSA is in English, wi...

    Authors: Mohammed M. Abdelgwad, Taysir Hassan A. Soliman and Ahmed I. Taloba
    Citation: Journal of Big Data 2022 9:115
  15. Social media contains an overabundance of health information relating to people living with different type of diseases. Autism spectrum disorder (ASD) is a complex neurodevelopmental condition with lifelong im...

    Authors: Luca Corti, Michele Zanetti, Giovanni Tricella and Maurizio Bonati
    Citation: Journal of Big Data 2022 9:113
  16. As the inter-connectivity in cyberspace continues to increase exponentially, privacy and security have become two of the most concerning issues that need to be tackled in today’s state of technology. Therefore...

    Authors: Chrisando Ryan Pardomuan Siahaan and Andry Chowanda
    Citation: Journal of Big Data 2022 9:111
  17. 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
  18. 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
  19. 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
  20. 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
  21. 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
  22. 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
  23. 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
  24. 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
  25. 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
  26. 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
  27. 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
  28. 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
  29. 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

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