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Big Data Analytics

Overview of attention for book
Big Data Analytics
Springer International Publishing

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 MAG-Net: Multi-task Attention Guided Network for Brain Tumor Segmentation and Classification
  3. Altmetric Badge
    Chapter 2 Smartphone Mammography for Breast Cancer Screening
  4. Altmetric Badge
    Chapter 3 Bridging the Inferential Gaps in Healthcare
  5. Altmetric Badge
    Chapter 4 2AI&7D Model of Resistomics to Counter the Accelerating Antibiotic Resistance and the Medical Climate Crisis
  6. Altmetric Badge
    Chapter 5 Tooth Detection from Panoramic Radiographs Using Deep Learning
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    Chapter 6 Hate Speech Detection Using Static BERT Embeddings
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    Chapter 7 Fog Enabled Distributed Training Architecture for Federated Learning
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    Chapter 8 Modular ST-MRF Environment for Moving Target Detection and Tracking Under Adverse Local Conditions
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    Chapter 9 Challenges of Machine Learning for Data Streams in the Banking Industry
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    Chapter 10 A Novel Aspect-Based Deep Learning Framework (ADLF) to Improve Customer Experience
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    Chapter 11 Routing Protocol Security for Low-Power and Lossy Networks in the Internet of Things
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    Chapter 12 MQTT Protocol Use Cases in the Internet of Things
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    Chapter 13 Large-Scale Contact Tracing, Hotspot Detection, and Safe Route Recommendation
  15. Altmetric Badge
    Chapter 14 Current Trends in Learning from Data Streams
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    Chapter 15 Diagnostic Code Group Prediction by Integrating Structured and Unstructured Clinical Data
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    Chapter 16 SCIMAT: Dataset of Problems in Science and Mathematics
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    Chapter 17 Rank-Based Prefetching and Multi-level Caching Algorithms to Improve the Efficiency of Read Operations in Distributed File Systems
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    Chapter 18 Impact-Driven Discretization of Numerical Factors: Case of Two- and Three-Partitioning
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    Chapter 19 Towards Machine Learning to Machine Wisdom: A Potential Quest
  21. Altmetric Badge
    Chapter 20 Big Data over Cloud: Enabling Drug Design Under Cellular Environment
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    Chapter 21 Predictive Analytics for Recognizing Human Activities Using Residual Network and Fine-Tuning
  23. Altmetric Badge
    Chapter 22 DXML: Distributed Extreme Multilabel Classification
  24. Altmetric Badge
    Chapter 23 An Efficient Distributed Coverage Pattern Mining Algorithm
  25. Altmetric Badge
    Chapter 24 Outcomes of Speech to Speech Translation for Broadcast Speeches and Crowd Source Based Speech Data Collection Pilot Projects
Attention for Chapter 7: Fog Enabled Distributed Training Architecture for Federated Learning
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About this Attention Score

  • Average Attention Score compared to outputs of the same age and source

Mentioned by

twitter
2 X users

Citations

dimensions_citation
4 Dimensions

Readers on

mendeley
8 Mendeley
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Chapter title
Fog Enabled Distributed Training Architecture for Federated Learning
Chapter number 7
Book title
Big Data Analytics
Published in
arXiv, December 2021
DOI 10.1007/978-3-030-93620-4_7
Book ISBNs
978-3-03-093619-8, 978-3-03-093620-4
Authors

Kumar, Aditya, Srirama, Satish Narayana, Aditya Kumar, Satish Narayana Srirama

Timeline

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X Demographics

X Demographics

The data shown below were collected from the profiles of 2 X users who shared this research output. Click here to find out more about how the information was compiled.
As of 1 July 2024, you may notice a temporary increase in the numbers of X profiles with Unknown location. Click here to learn more.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 8 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 8 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 1 13%
Student > Postgraduate 1 13%
Student > Doctoral Student 1 13%
Unknown 5 63%
Readers by discipline Count As %
Computer Science 2 25%
Engineering 1 13%
Unknown 5 63%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 1. This is our high-level measure of the quality and quantity of online attention that it has received. This Attention Score, as well as the ranking and number of research outputs shown below, was calculated when the research output was last mentioned on 21 February 2024.
All research outputs
#20,660,501
of 25,386,051 outputs
Outputs from arXiv
#576,760
of 1,037,805 outputs
Outputs of similar age
#385,083
of 515,671 outputs
Outputs of similar age from arXiv
#16,955
of 31,945 outputs
Altmetric has tracked 25,386,051 research outputs across all sources so far. This one is in the 10th percentile – i.e., 10% of other outputs scored the same or lower than it.
So far Altmetric has tracked 1,037,805 research outputs from this source. They receive a mean Attention Score of 4.1. This one is in the 27th percentile – i.e., 27% of its peers scored the same or lower than it.
Older research outputs will score higher simply because they've had more time to accumulate mentions. To account for age we can compare this Altmetric Attention Score to the 515,671 tracked outputs that were published within six weeks on either side of this one in any source. This one is in the 15th percentile – i.e., 15% of its contemporaries scored the same or lower than it.
We're also able to compare this research output to 31,945 others from the same source and published within six weeks on either side of this one. This one is in the 33rd percentile – i.e., 33% of its contemporaries scored the same or lower than it.