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  1. Nowadays, the online environment is extra information-rich and allows companies to offer and receive more and more options and opportunities in multiple areas. Thus, decision-makers have abundantly available a...

    Authors: Loubna Lamrini, Mohammed Chaouki Abounaima and Mohammed Talibi Alaoui
    Citation: Journal of Big Data 2023 10:97
  2. Continuously increasing data volumes from multiple sources, such as simulation and experimental measurements, demand efficient algorithms for an analysis within a realistic timeframe. Deep learning models have...

    Authors: Marcel Aach, Eray Inanc, Rakesh Sarma, Morris Riedel and Andreas Lintermann
    Citation: Journal of Big Data 2023 10:96
  3. Processing large-scale graphs is challenging due to the nature of the computation that causes irregular memory access patterns. Managing such irregular accesses may cause significant performance degradation on...

    Authors: Amin Sahebi, Marco Barbone, Marco Procaccini, Wayne Luk, Georgi Gaydadjiev and Roberto Giorgi
    Citation: Journal of Big Data 2023 10:95
  4. The main dilemma in the case of classification tasks is to find—from among many combinations of methods, techniques and values of their parameters—such a structure of the classifier model that could achieve th...

    Authors: Paweł Ziemba, Jarosław Becker, Aneta Becker and Aleksandra Radomska-Zalas
    Citation: Journal of Big Data 2023 10:94
  5. Classification and analysis of high-resolution satellite images using conventional techniques have been limited. This is due to the complex characteristics of the imagery. These images are characterized by fea...

    Authors: Adekanmi Adeyinka Adegun, Serestina Viriri and Jules-Raymond Tapamo
    Citation: Journal of Big Data 2023 10:93
  6. The production of land cover maps is an everyday use of image classification applications on remote sensing. However, managing Earth observation satellite data for a large region of interest is challenging in ...

    Authors: Antonio Manuel Burgueño, José F. Aldana-Martín, María Vázquez-Pendón, Cristóbal Barba-González, Yaiza Jiménez Gómez, Virginia García Millán and Ismael Navas-Delgado
    Citation: Journal of Big Data 2023 10:91
  7. This article describes a teaching strategy that synergizes computing and management, aimed at the running of complex projects in industry and academia, in the areas of civil engineering, physics, geosciences, ...

    Authors: Zoran Babović, Branislav Bajat, Dusan Barac, Vesna Bengin, Vladan Đokić, Filip Đorđević, Dražen Drašković, Nenad Filipović, Stephan French, Borko Furht, Marija Ilić, Ayhan Irfanoglu, Aleksandar Kartelj, Milan Kilibarda, Gerhard Klimeck, Nenad Korolija…
    Citation: Journal of Big Data 2023 10:89
  8. The proposed model is an adaptive neuro-fuzzy inference recommender system that utilizes customer investment service feedback and fuzzy neural inference solutions to generate personalized investment recommenda...

    Authors: Asefeh Asemi, Adeleh Asemi and Andrea Ko
    Citation: Journal of Big Data 2023 10:87
  9. The metaverse has become one of the most popular concepts of recent times. Companies and entrepreneurs are fiercely competing to invest and take part in this virtual world. Millions of people globally are anti...

    Authors: Sezai Tunca, Bulent Sezen and Violetta Wilk
    Citation: Journal of Big Data 2023 10:82
  10. The incorporation of data analytics in the healthcare industry has made significant progress, driven by the demand for efficient and effective big data analytics solutions. Knowledge graphs (KGs) have proven u...

    Authors: Bilal Abu-Salih, Muhammad AL-Qurishi, Mohammed Alweshah, Mohammad AL-Smadi, Reem Alfayez and Heba Saadeh
    Citation: Journal of Big Data 2023 10:81
  11. Ensuring the optimal performance of power transformers is a laborious task in which the insulation system plays a vital role in decreasing their deterioration. The insulation system uses insulating oil to cont...

    Authors: Manuel J. Jiménez-Navarro, María Martínez-Ballesteros, Francisco Martínez-Álvarez and Gualberto Asencio-Cortés
    Citation: Journal of Big Data 2023 10:80
  12. SRAM and DRAM memory technologies have been dominant in the implementations of memory subsystems. In recent years, and mainly driven by the huge memory demands of big data applications, NVRAM technology has em...

    Authors: Miguel A. Avargues, Manel Lurbe, Salvador Petit, Maria E. Gomez, Rui Yang, Xiaoping Zhu, Guanhao Wang and Julio Sahuquillo
    Citation: Journal of Big Data 2023 10:75
  13. Person Re-identification (ReID) is the process of matching target individuals to their images within different images or videos captured from a variety of angles or cameras. This is a critical task for surveil...

    Authors: Alaa Alnissany and Yazan Dayoub
    Citation: Journal of Big Data 2023 10:74
  14. This article presents a taxonomy and represents a repository of open problems in computing for numerically and logically intensive problems in a number of disciplines that have to synergize for the best perfor...

    Authors: Zoran Babović, Branislav Bajat, Vladan Đokić, Filip Đorđević, Dražen Drašković, Nenad Filipović, Borko Furht, Nikola Gačić, Igor Ikodinović, Marija Ilić, Ayhan Irfanoglu, Branislav Jelenković, Aleksandar Kartelj, Gerhard Klimeck, Nenad Korolija, Miloš Kotlar…
    Citation: Journal of Big Data 2023 10:73
  15. Hepatocellular carcinoma (HCC) has a desmoplastic and hypoxic tumor microenvironment (TME), resulting in poor prognosis and treatment resistance. This study aimed to construct a novel prognostic classifier to ...

    Authors: Hongkai Zhuang, Zedan Zhang, Bo Chen, Chenwei Tang, Xinming Chen, Wenliang Tan, Lei Yang, Zhiqin Xie, Xiaowu Ma, Qingbin Wang, Bingkun Wang, Changzhen Shang and Yajin Chen
    Citation: Journal of Big Data 2023 10:70
  16. Sensors and smart equipment are frequently used in biomechanical systems and applications in sports and rehabilitation to measure various physical quantities. Various sensors, measuring different parameters, c...

    Authors: Matevž Hribernik, Sašo Tomažič, Anton Umek and Anton Kos
    Citation: Journal of Big Data 2023 10:68
  17. Large-scale high performance computing (HPC) systems typically consist of many thousands of CPUs and storage units used by hundreds to thousands of users simultaneously. Applications from large numbers of user...

    Authors: Sunggon Kim, Alex Sim, Kesheng Wu, Suren Byna and Yongseok Son
    Citation: Journal of Big Data 2023 10:65
  18. The number of published scientific paper grows rapidly each year, totaling more than 2.9 million annually. New methodologies and systems have been developed to analyze scientific production and performance ind...

    Authors: Irena Mitrović, Marko Mišić and Jelica Protić
    Citation: Journal of Big Data 2023 10:64
  19. Revisit intention is a key indicator of business performance, studied in many fields including hospitality. This work employs big data analytics to investigate revisit intention patterns from tourists’ electro...

    Authors: Andreas Gregoriades, Maria Pampaka, Herodotos Herodotou and Evripides Christodoulou
    Citation: Journal of Big Data 2023 10:60
  20. Extensive prior work has provided methods for the optimization of routing based on weights assigned to travel duration, and/or travel cost, and/or the distance traveled. Routing can be in various modalities, s...

    Authors: Naphtali Rishe, M. Hadi Amini and Malek Adjouadi
    Citation: Journal of Big Data 2023 10:57
  21. The panorama of data is ever evolving, and big data has emerged to become one of the most hyped terms in the industry. Today, users are the perpetual producers of data that if gleaned and crunched, have the po...

    Authors: Pouya Ataei and Daniel Staegemann
    Citation: Journal of Big Data 2023 10:56
  22. Multiple organ dysfunction syndrome (MODS) is one of the leading causes of death in critically ill patients. MODS is the result of a dysregulated inflammatory response that can be triggered by various causes. ...

    Authors: Chang Liu, Zhenjie Yao, Pengfei Liu, Yanhui Tu, Hu Chen, Haibo Cheng, Lixin Xie and Kun Xiao
    Citation: Journal of Big Data 2023 10:55
  23. This paper presents a transfer learning approach to the crop classification problem based on time series of images from the Sentinel-2 dataset labeled for two regions: Brittany (France) and Vojvodina (Serbia)....

    Authors: Ognjen Antonijević, Slobodan Jelić, Branislav Bajat and Milan Kilibarda
    Citation: Journal of Big Data 2023 10:54
  24. Distributed computing continuum systems (DCCS) make use of a vast number of computing devices to process data generated by edge devices such as the Internet of Things and sensor nodes. Besides performing compu...

    Authors: Praveen Kumar Donta, Boris Sedlak, Victor Casamayor Pujol and Schahram Dustdar
    Citation: Journal of Big Data 2023 10:53
  25. Precision agriculture in the realm of the Internet of Things is characterized by the collection of data from multiple sensors deployed on the farm. These data present a spatial, temporal, and semantic characte...

    Authors: Mario San Emeterio de la Parte, José-Fernán Martínez-Ortega, Vicente Hernández Díaz and Néstor Lucas Martínez
    Citation: Journal of Big Data 2023 10:52
  26. In the pre-big data era, many traditional databases supported spatial queries via spatial indexes. However, modern applications are seeing a rapid increase of the volume and ingestion rate of spatial data. Log...

    Authors: Qizhong Mao, Mohiuddin Abdul Qader and Vagelis Hristidis
    Citation: Journal of Big Data 2023 10:51
  27. Given a dataset V of points from some metric space, a popular robust formulation of the k-center clustering problem requires to select k points (centers) of V which minimize the maximum distance of any point of V

    Authors: Matteo Ceccarello, Andrea Pietracaprina, Geppino Pucci and Federico Soldà
    Citation: Journal of Big Data 2023 10:49

Annual Journal Metrics

  • 2022 Citation Impact
    8.1 - 2-year Impact Factor
    5.095 - SNIP (Source Normalized Impact per Paper)
    2.714 - SJR (SCImago Journal Rank)

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    54 days submission to first editorial decision for all manuscripts (Median)
    181 days submission to accept (Median)

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