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Ambient Intelligence

Overview of attention for book
Ambient Intelligence
Springer International Publishing

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 Ambient Lighting Atmospheres for Influencing Emotional Expressiveness and Cognitive Performance
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    Chapter 2 Power Efficient Clock Synchronization in Bluetooth-Based Mesh Networks
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    Chapter 3 Classifying Teachers’ Self-reported Productivity, Stress and Indoor Environmental Quality Using Environmental Sensors
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    Chapter 4 User Requirements for the Design of Smart Homes: Dimensions and Goals
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    Chapter 5 A Clustering Approach for Profiling LoRaWAN IoT Devices
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    Chapter 6 Experiences from Using Gamification and IoT-Based Educational Tools in High Schools Towards Energy Savings
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    Chapter 7 IL4IoT: Incremental Learning for Internet-of-Things Devices
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    Chapter 8 Enhanced Buying Experiences in Smart Cities: The SMARTBUY Approach
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    Chapter 9 Action Recognition Using Local Visual Descriptors and Inertial Data
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    Chapter 10 CircuitsMaster: An Online End-User Development Environment for IoT Electronics
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    Chapter 11 Enabling Machine Learning Across Heterogeneous Sensor Networks with Graph Autoencoders
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    Chapter 12 Development of an Acoustically Adaptive Modular System for Near Real-Time Clarity-Enhancement
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    Chapter 13 Experiences from Using LoRa and IEEE 802.15.4 for IoT-Enabled Classrooms
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    Chapter 14 Adaptive Service Selection for Enabling the Mobility of Autonomous Vehicles
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    Chapter 15 Discovering User Location Semantics Using Mobile Notification Handling Behaviour
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    Chapter 16 Data-Driven Intrusion Detection for Ambient Intelligence
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    Chapter 17 Spoken Language Identification Using ConvNets
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    Chapter 18 Indoor Air Quality and Wellbeing - Enabling Awareness and Sensitivity with Ambient IoT Displays
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    Chapter 19 ATHsENSe: An Experiment in Translating Urban Data to Multisensory Immersive Artistic Experiences in Public Space
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    Chapter 20 Characterization of Individual Mobility for Non-routine Scenarios from Crowd Sensing and Clustered Data
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    Chapter 21 A Flexible and Scalable Architecture for Human-Robot Interaction
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    Chapter 22 Toward Supporting Food Journaling Using Air Quality Data Mining and a Social Robot
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    Chapter 23 Viewing Experience of Augmented Reality Objects as Ambient Media - A Comparison of Multimedia Devices
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    Chapter 24 Ranking Robot-Assisted Surgery Skills Using Kinematic Sensors
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    Chapter 25 uAQE: Urban Air Quality Evaluator
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    Chapter 26 Enhancing an Eco-Driving Gamification Platform Through Wearable and Vehicle Sensor Data Integration
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    Chapter 27 A Distributed Multi-Agent System (MAS) Application For continuous and Integrated Big Data Processing
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    Chapter 28 Human Activities Recognition Using Accelerometer and Gyroscope
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    Chapter 29 Towards Habit Recognition in Smart Homes for People with Dementia
  31. Altmetric Badge
    Chapter 30 Ambient Explanations: Ambient Intelligence and Explainable AI
Attention for Chapter 11: Enabling Machine Learning Across Heterogeneous Sensor Networks with Graph Autoencoders
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About this Attention Score

  • Average Attention Score compared to outputs of the same age
  • Above-average Attention Score compared to outputs of the same age and source (62nd percentile)

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6 X users

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13 Mendeley
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Article details
Chapter title
Enabling Machine Learning Across Heterogeneous Sensor Networks with Graph Autoencoders
Chapter number 11
Book title
Ambient Intelligence
Published in
arXiv, November 2019
DOI 10.1007/978-3-030-34255-5_11
Book ISBNs
978-3-03-034254-8, 978-3-03-034255-5
Authors

Johan Medrano, Fuchun Joseph Lin, Medrano, Johan, Lin, Fuchun Joseph

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X Demographics

X Demographics

The data shown below were collected from the profiles of 6 X users who shared this research output. Click here to find out more about how the information was compiled.
Mendeley demographics

Mendeley demographics

The data shown below were compiled from readership statistics for 13 Mendeley readers of this research output. Click here to see the associated Mendeley record.
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Geographical breakdown

Geographical breakdown
Country Count As %
Unknown 13 100%

Demographic breakdown

Readers by professional status
Readers by professional status Count As %
Student > Master 4 31%
Student > Ph. D. Student 2 15%
Unknown 7 54%
Readers by discipline
Readers by discipline Count As %
Computer Science 6 46%
Engineering 1 8%
Unknown 6 46%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 2. 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 13 December 2019.
All research outputs
#15,403,045
of 24,417,958 outputs
Outputs from arXiv
#308,915
of 1,038,151 outputs
Outputs of similar age
#204,763
of 365,120 outputs
Outputs of similar age from arXiv
#9,834
of 29,055 outputs
Altmetric has tracked 24,417,958 research outputs across all sources so far. This one is in the 34th percentile – i.e., 34% of other outputs scored the same or lower than it.
So far Altmetric has tracked 1,038,151 research outputs from this source. They receive a mean Attention Score of 4.0. This one has gotten more attention than average, scoring higher than 66% of its peers.
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 365,120 tracked outputs that were published within six weeks on either side of this one in any source. This one is in the 41st percentile – i.e., 41% of its contemporaries scored the same or lower than it.
We're also able to compare this research output to 29,055 others from the same source and published within six weeks on either side of this one. This one has gotten more attention than average, scoring higher than 62% of its contemporaries.