Augmented Cognition. Neurocognition and Machine Learning
11th International Conference, AC 2017, Held as Part of HCI International 2017, Vancouver, BC, Canada, July 9-14, 2017, Proceedings, Part I
Editors: Schmorrow, Dylan D., Fidopiastis, Cali M. (Eds.)
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- About this book
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This volume constitutes the proceedings of the 11th International Conference on Augmented Cognition, AC 2017, held as part of the International Conference on Human-Computer Interaction, HCII 2017, which took place in Vancouver, BC, Canada, in July 2017. HCII 2017 received a total of 4340 submissions, of which 1228 papers were accepted for publication after a careful reviewing process. The papers thoroughly cover the entire field of Human-Computer Interaction, addressing major advances in knowledge and effective use of computers in a variety of application areas.
The two volumes set of AC 2017 presents 81 papers which are organized in the following topical sections: electroencephalography and brain activity measurement, eye tracking in augmented cognition, physiological measuring and bio-sensing, machine learning in augmented cognition, cognitive load and performance, adaptive learning systems, brain-computer interfaces, human cognition and behavior in complex tasks and environments.
- Table of contents (43 chapters)
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My Brain Is Out of the Loop: A Neuroergonomic Approach of OOTL Phenomenon
Pages 3-18
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Testing the Specificity of EEG Neurofeedback Training on First- and Second-Order Measures of Attention
Pages 19-27
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Neural Dynamics of Spontaneous Thought: An Electroencephalographic Study
Pages 28-44
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Deep Transfer Learning for Cross-subject and Cross-experiment Prediction of Image Rapid Serial Visual Presentation Events from EEG Data
Pages 45-55
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Using Portable EEG to Assess Human Visual Attention
Pages 56-65
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Table of contents (43 chapters)
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Bibliographic Information
- Bibliographic Information
-
- Book Title
- Augmented Cognition. Neurocognition and Machine Learning
- Book Subtitle
- 11th International Conference, AC 2017, Held as Part of HCI International 2017, Vancouver, BC, Canada, July 9-14, 2017, Proceedings, Part I
- Editors
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- Dylan D. Schmorrow
- Cali M. Fidopiastis
- Series Title
- Lecture Notes in Artificial Intelligence
- Series Volume
- 10284
- Copyright
- 2017
- Publisher
- Springer International Publishing
- Copyright Holder
- Springer International Publishing AG
- eBook ISBN
- 978-3-319-58628-1
- DOI
- 10.1007/978-3-319-58628-1
- Softcover ISBN
- 978-3-319-58627-4
- Edition Number
- 1
- Number of Pages
- XXIV, 586
- Number of Illustrations
- 189 b/w illustrations
- Topics
