Journal of Big Data
Overview
The Journal of Big Data is a scholarly publication dedicated to advancing the understanding and utilization of big data analytics. It provides a platform for researchers and practitioners to share innovative methodologies, algorithms, and applications in various domains, including healthcare, finance, social media, and more. The journal promotes the exploration of big data's potential in driving insights, decision-making, and transformative advancements in today's data-driven world.
Details
Details
Metrics
Metrics
h-index / Ranks: 4647
76
SJR / Ranks: 1137
2068
CiteScore / Ranks: 228
23.90
Recent Articles
1.
Dipietro L, Eden U, Elkin-Frankston S, El-Hagrassy M, Camsari D, Ramos-Estebanez C, et al.
J Big Data
. 2024 Nov;
11(1):155.
PMID: 39493349
One of the key challenges in Big Data for clinical research and healthcare is how to integrate new sources of data, whose relation to disease processes are often not well...
2.
Cheung W, Pakzad A, Mogulkoc N, Needleman S, Rangelov B, Gudmundsson E, et al.
J Big Data
. 2024 Aug;
11(1):104.
PMID: 39109339
The morphology and distribution of airway tree abnormalities enable diagnosis and disease characterisation across a variety of chronic respiratory conditions. In this regard, airway segmentation plays a critical role in...
3.
Abhishek K, Brown C, Hamarneh G
J Big Data
. 2024 Mar;
11(1):43.
PMID: 38528850
Modern deep learning training procedures rely on model regularization techniques such as data augmentation methods, which generate training samples that increase the diversity of data and richness of label information....
4.
5.
Dehghan A, Siuta K, Skorupka A, Dubey A, Betlen A, Miller D, et al.
J Big Data
. 2023 Jul;
10(1):119.
PMID: 37483882
Users on social networks such as Twitter interact with each other without much knowledge of the real-identity behind the accounts they interact with. This anonymity has created a perfect environment...
6.
Dipietro L, Gonzalez-Mego P, Ramos-Estebanez C, Zukowski L, Mikkilineni R, Rushmore R, et al.
J Big Data
. 2023 Jul;
10(1):116.
PMID: 37441339
Supplementary Information: The online version contains supplementary material available at 10.1186/s40537-023-00751-2.
7.
Sfayyih A, Sulaiman N, Sabry A
J Big Data
. 2023 Jun;
10(1):101.
PMID: 37333945
Recently, assistive explanations for difficulties in the health check area have been made viable thanks in considerable portion to technologies like deep learning and machine learning. Using auditory analysis and...
8.
Lee J, Lee K
J Big Data
. 2023 Jun;
10(1):99.
PMID: 37324056
With the emergence of Property Technology, online listing data have drawn increasing interest in the field of real estate-related big data research. Scraped from the online platforms for property search...
9.
AlShehhi A, Welsch R
J Big Data
. 2023 Jun;
10(1):92.
PMID: 37303479
Supplementary Information: The online version contains supplementary material available at 10.1186/s40537-023-00754-z.
10.
Ziemba P, Becker J, Becker A, Radomska-Zalas A
J Big Data
. 2023 Jun;
10(1):94.
PMID: 37303478
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...