Literature DB >> 26504265

A survey of big data research.

Hua Fang1, Zhaoyang Zhang2, Chanpaul Jin Wang2, Mahmoud Daneshmand3, Chonggang Wang4, Honggang Wang5.   

Abstract

Big data create values for business and research, but pose significant challenges in terms of networking, storage, management, analytics and ethics. Multidisciplinary collaborations from engineers, computer scientists, statisticians and social scientists are needed to tackle, discover and understand big data. This survey presents an overview of big data initiatives, technologies and research in industries and academia, and discusses challenges and potential solutions.

Entities:  

Year:  2015        PMID： 26504265      PMCID： PMC4617656          DOI： 10.1109/MNET.2015.7293298

Source DB:  PubMed          Journal:  IEEE Netw        ISSN： 0890-8044            Impact factor:   10.693


  2 in total

1.  The making of ENCODE: Lessons for big-data projects.

Authors:  Ewan Birney
Journal:  Nature       Date:  2012-09-06       Impact factor: 49.962

2.  Making Sense of Big Data.

Authors:  Edd Dumbill
Journal:  Big Data       Date:  2012-11-07       Impact factor: 2.128
  2 in total
  10 in total

1.  An Enhanced Visualization Method to Aid Behavioral Trajectory Pattern Recognition Infrastructure for Big Longitudinal Data.

Authors:  Hua Fang; Zhaoyang Zhang
Journal:  IEEE Trans Big Data       Date:  2017-01-16

2.  A New MI-Based Visualization Aided Validation Index for Mining Big Longitudinal Web Trial Data.

Authors:  Zhaoyang Zhang; Hua Fang; Honggang Wang
Journal:  IEEE Access       Date:  2016-05-16       Impact factor: 3.367

3.  Automatic Detection of Opioid Intake Using Wearable Biosensor.

Authors:  Md Shaad Mahmud; Hua Fang; Honggang Wang; Stephanie Carreiro; Edward Boyer
Journal:  Int Conf Comput Netw Commun       Date:  2018-06-21

4.  ESammon: A Computationaly Enhanced Sammon Mapping based on Data Density.

Authors:  Chanpaul Jin Wang; Hua Fang; Honggang Wang
Journal:  Int Conf Comput Netw Commun       Date:  2016-03-24

5.  Multiple Imputation based Clustering Validation (MIV) for Big Longitudinal Trial Data with Missing Values in eHealth.

Authors:  Zhaoyang Zhang; Hua Fang; Honggang Wang
Journal:  J Med Syst       Date:  2016-04-28       Impact factor: 4.460

6.  A New Mining Method to Detect Real Time Substance Use Events from Wearable Biosensor Data Stream.

Authors:  Jin Wang; Hua Fang; Stephanie Carreiro; Honggang Wang; Edward Boyer
Journal:  Int Conf Comput Netw Commun       Date:  2017-03-13

Review 7.  Alcohol Use Disorder in the Age of Technology: A Review of Wearable Biosensors in Alcohol Use Disorder Treatment.

Authors:  Rachel E Davis-Martin; Sheila M Alessi; Edwin D Boudreaux
Journal:  Front Psychiatry       Date:  2021-03-22       Impact factor: 4.157

Review 8.  Digital technologies, healthcare and Covid-19: insights from developing and emerging nations.

Authors:  Mukesh Chandra; Kunal Kumar; Prabhat Thakur; Somnath Chattopadhyaya; Firoz Alam; Satish Kumar
Journal:  Health Technol (Berl)       Date:  2022-03-06

9.  The use of Big Data Analytics in healthcare.

Authors:  Kornelia Batko; Andrzej Ślęzak
Journal:  J Big Data       Date:  2022-01-06

10.  Impact of big data resources on clinicians' activation of prior medical knowledge.

Authors:  Sufen Wang; Junyi Yuan; Changqing Pan
Journal:  Heliyon       Date:  2022-08-27
  10 in total

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