Applications of Computational Intelligence 4th IEEE Colombian Conference, ColCACI 2021, Virtual Event, May 27–28, 2021, Revised Selected Papers /
Applications of Computational Intelligence 4th IEEE Colombian Conference, ColCACI 2021, Virtual Event, May 27–28, 2021, Revised Selected Papers / [electronic resource] :
edited by Alvaro David Orjuela-Cañón, Jesus A. Lopez, Julián David Arias-Londoño, Juan Carlos Figueroa-García.
- 1st ed. 2022.
- IX, 107 p. 54 illus., 49 illus. in color. online resource.
- Communications in Computer and Information Science, 1471 1865-0937 ; .
- Communications in Computer and Information Science, 1471 .
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.
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.
9783030913083
10.1007/978-3-030-91308-3 doi
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.
Q334-342 TA347.A78
006.3
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.
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.
9783030913083
10.1007/978-3-030-91308-3 doi
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.
Q334-342 TA347.A78
006.3