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Big Data and Information Analytics

Big Data and Information Analytics (BDIA) is an interdisciplinary Open Access journal promoting cutting-edge research, technology transfer and knowledge translation about complex data and information processing.
BDIA publishes Research articles (long and original research); Communications (short and novel research); Expository papers; Technology Transfer and Knowledge Translation reports (description of new technologies and products); Announcements and Industrial Progress and News (announcements and even advertisement, including major conferences).

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Research article
Deep neural networks with application in predicting the spread of avian influenza through disease-informed neural networks
Nickson Golooba,  Woldegebriel Assefa Woldegerima,  Huaiping Zhu
2025, Volume 9: 1-28. doi: 10.3934/bdia.2025001
Abstract HTML PDF Viewed (840)
Research article
Frequency filtering prompt tuning for medical image semantic segmentation with missing modalities
Yaru Cheng,  Yuanjie Zheng
2024, Volume 8: 109-128. doi: 10.3934/bdia.2024006
Abstract HTML PDF Viewed (738)

Research article
The impact of personalized recommendation on purchase intention under the background of big data
Xin Yun,  Myung Hwan Chun
2024, Volume 8: 80-108. doi: 10.3934/bdia.2024005
Abstract HTML PDF Viewed (3020)
Research article
Multivariate polynomial regression by an explainable sigma-pi neural network
Xiaoxiang Guo,  Zuolin Shi,  Bin Li
2024, Volume 8: 65-79. doi: 10.3934/bdia.2024004
Abstract HTML PDF Viewed (1087)

Research article
Motality prediction of ICU rheumatic heart disease with imbalanced data based on machine learning
Yiwen Tao,  Zhenqiang Zhang,  Bengbeng Wang,  Jingli Ren
2024, Volume 8: 43-64. doi: 10.3934/bdia.2024003
Abstract HTML PDF Viewed (1211)
Research article
Risk stratification of sepsis death based on machine learning algorithm
Jiaqi Ma,  Hui Chang,  Xiaoqing Zhong,  Yueli Chen
2024, Volume 8: 26-42. doi: 10.3934/bdia.2024002
Abstract HTML PDF Viewed (1191)

Research article
Dynamic mode decomposition for blindly separating mixed signals and decrypting encrypted images
Cun Chen,  Hui Peng
2024, Volume 8: 1-25. doi: 10.3934/bdia.2024001
Abstract HTML PDF Viewed (1235)
Research article
Modeling path-dependent state transitions by a recurrent neural network
Bill Huajian Yang
2022, Volume 7: 1-12. doi: 10.3934/bdia.2022001
Abstract HTML PDF Viewed (2040)

Research article
Accounting for the Trump factor in modeling the COVID-19 epidemic: the case of Louisiana
Antonio N. Bojanic
2021, Volume 6: 74-85. doi: 10.3934/bdia.2021006
Abstract HTML PDF Viewed (3977)
Research article
Aggregate loss model with Poisson-Tweedie frequency
S. Chen,  Z. Wang,  M. Kelly
2021, Volume 6: 56-73. doi: 10.3934/bdia.2021005
Abstract HTML PDF Viewed (4655)

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Research article
The impact of personalized recommendation on purchase intention under the background of big data
Xin Yun,  Myung Hwan Chun
2024, Volume 8: 80-108. doi: 10.3934/bdia.2024005
Abstract HTML PDF Viewed (3020)
Research article
Dynamic mode decomposition for blindly separating mixed signals and decrypting encrypted images
Cun Chen,  Hui Peng
2024, Volume 8: 1-25. doi: 10.3934/bdia.2024001
Abstract HTML PDF Viewed (1235)

Research article
Motality prediction of ICU rheumatic heart disease with imbalanced data based on machine learning
Yiwen Tao,  Zhenqiang Zhang,  Bengbeng Wang,  Jingli Ren
2024, Volume 8: 43-64. doi: 10.3934/bdia.2024003
Abstract HTML PDF Viewed (1211)
Research article
Risk stratification of sepsis death based on machine learning algorithm
Jiaqi Ma,  Hui Chang,  Xiaoqing Zhong,  Yueli Chen
2024, Volume 8: 26-42. doi: 10.3934/bdia.2024002
Abstract HTML PDF Viewed (1191)

Research article
Multivariate polynomial regression by an explainable sigma-pi neural network
Xiaoxiang Guo,  Zuolin Shi,  Bin Li
2024, Volume 8: 65-79. doi: 10.3934/bdia.2024004
Abstract HTML PDF Viewed (1087)
Research article
Deep neural networks with application in predicting the spread of avian influenza through disease-informed neural networks
Nickson Golooba,  Woldegebriel Assefa Woldegerima,  Huaiping Zhu
2025, Volume 9: 1-28. doi: 10.3934/bdia.2025001
Abstract HTML PDF Viewed (840)

Research article
Frequency filtering prompt tuning for medical image semantic segmentation with missing modalities
Yaru Cheng,  Yuanjie Zheng
2024, Volume 8: 109-128. doi: 10.3934/bdia.2024006
Abstract HTML PDF Viewed (738)
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Review
Machine learning approach on healthcare big data: a review
M Supriya,  AJ Deepa
2020, Volume 5, Issue 1: 58-75. doi: 10.3934/bdia.2020005
Abstract HTML PDF Cited (20) Viewed (11485)
A Review on Low-Rank Models in Data Analysis
Zhouchen Lin
2016, Volume 1, Issue 2: 139-161. doi: 10.3934/bdia.2016001
Abstract HTML PDF Cited (14) Viewed (5618)

Why Curriculum Learning & Self-paced Learning Work in Big/Noisy Data: A Theoretical Perspective
Tieliang Gong,  Qian Zhao,  Deyu Meng,  Zongben Xu
2016, Volume 1, Issue 1: 111-127. doi: 10.3934/bdia.2016.1.111
Abstract HTML PDF Cited (10) Viewed (4595)
 How do I choose the right NoSQL solution? A comprehensive theoretical and experimental survey 
Hamzeh Khazaei,  Marios Fokaefs,  Saeed Zareian,  Nasim Beigi-Mohammadi,  Brian Ramprasad,  Mark Shtern,  Purwa Gaikwad,  Marin Litoiu
2016, Volume 1, Issue 2: 185-216. doi: 10.3934/bdia.2016004
Abstract HTML PDF Cited (8) Viewed (13760)

Research article
A data driven analysis and forecast of an SEIARD epidemic model for COVID-19 in Mexico
Ugo Avila-Ponce de León,  Ángel G. C. Pérez,  Eric Avila-Vales
2020, Volume 5, Issue 1: 14-28. doi: 10.3934/bdia.2020002
Abstract HTML PDF Cited (8) Viewed (5712)
Research article
Mathematical modeling of transmission dynamics of COVID-19
Shuqi Wang,  Wen Tang,  Liyan Xiong,  Mengyu Fang,  Bingsong Zhang,  Chi-Yang Chiu,  Ruzong Fan
2021, Volume 6: 12-25. doi: 10.3934/bdia.2021002
Abstract HTML PDF Cited (6) Viewed (6039)

Older Adults, Frailty, and the Social and Behavioral Determinants of Health
Grace Gao,  Sasank Maganti,  Karen A. Monsen
2017, Volume 2, Issue 3: 191-202. doi: 10.3934/bdia.2017012
Abstract HTML PDF Cited (5) Viewed (3634)
UNDERSTANDING AI IN A WORLD OF BIG DATA
Richard Boire
2018, Volume 3, Issue 1: 22-42. doi: 10.3934/bdia.2018001
Abstract HTML PDF Cited (5) Viewed (16551)

On Balancing between Optimal and Proportional categorical predictions
Wenxue Huang,  Yuanyi Pan
2016, Volume 1, Issue 1: 129-137. doi: 10.3934/bdia.2016.1.129
Abstract HTML PDF Cited (4) Viewed (4276)
Scalable Clustering by Truncated Fuzzy c-means
Guojun Gan,  Qiujun Lan,  Shiyang Sima
2016, Volume 1, Issue 2: 247-259. doi: 10.3934/bdia.2016007
Abstract HTML PDF Cited (4) Viewed (4719)

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Current Topics in Complex Data Analytics
International Conference on Big Data and Information Analytics (BigDIA 2019)
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