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Applications of Computational Intelligence : 4th IEEE Colombian Conference, ColCACI 2021, Virtual Event, May 27-28, 2021, Revised Selected Papers / edited by Alvaro David Orjuela-Cañón, Jesus A. Lopez, Julián David Arias-Londoño, Juan Carlos Figueroa-García.
- Format:
- Book
- Series:
- Computer Science (SpringerNature-11645)
- Communications in computer and information science 1865-0937 ; 1471
- Communications in Computer and Information Science, 1865-0937 ; 1471
- Language:
- English
- Subjects (All):
- Artificial intelligence.
- Computer engineering.
- Computer networks.
- Computer systems.
- Education-Data processing.
- Social sciences-Data processing.
- Artificial Intelligence.
- Computer Engineering and Networks.
- Computer Communication Networks.
- Computer System Implementation.
- Computers and Education.
- Computer Application in Social and Behavioral Sciences.
- Local Subjects:
- Artificial Intelligence.
- Computer Engineering and Networks.
- Computer Communication Networks.
- Computer System Implementation.
- Computers and Education.
- Computer Application in Social and Behavioral Sciences.
- Physical Description:
- 1 online resource (IX, 107 pages) : 54 illustrations, 49 illustrations in color.
- Edition:
- 1st ed. 2022.
- Contained In:
- Springer Nature eBook
- Place of Publication:
- Cham : Springer International Publishing : Imprint: Springer, 2022.
- System Details:
- text file PDF
- Summary:
- This book constitutes revised and extended selected papers of the 4th IEEE Colombian Conference, ColCACI 2021, which was held virtually in Colombia at the end of May 2021. The 7 full papers presented in the volume were carefully reviewed and selected from 22 submissions. The papers are organized in topical sections on biomedical applications and alternative proposals and its applications.
- Contents:
- Biomedical Applications
- Anemia Detection using a Full Embedded Mobile Application with YOLO Algorithm
- On the Use of Convolutional Neural Network Architectures for Facial Emotion Recognition
- Automated Preprocessing Pipeline in Visual Imagery Tasks
- Multilabel and Multiclass Approaches Comparison for Respiratory Sounds Classification
- Alternative Proposals and its Applications. - Weighted Hausdor Distance Loss as a Function of Different Metrics in Convolutional Neural Networks for Ladybird Beetle Detection
- Non-linear PCA for Feature Extraction in Extreme Precipitation Events using Remote Sensing Information.
- Other Format:
- Printed edition:
- ISBN:
- 978-3-030-91308-3
- 9783030913083
- Access Restriction:
- Restricted for use by site license.
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