Applied Machine Learning Ⅱ
Materialtyp:
ArtikelUtgivningsinformation: MDPI - Multidisciplinary Digital Publishing Institute 2024Beskrivning: 1 electronic resource (248 p.)Innehållstyp: - text
- computer
- online resource
- 9783725800735
- 9783725800742
- Mathematics and Science
- Mathematics
- Applied mathematics
- COVID-19
- DNA computer
- Generative Adversarial Networks
- Wasserstein GAN
- activity recognition
- artificial intelligence
- biochips
- computer vision
- consumer analysis
- controlled natural language
- convolutional neural networks
- cost-sensitive learning
- data analysis
- demand forecasting
- digital twin
- dimensionality reduction
- emotional tone
- evolutionary algorithms
- financial crisis early warning
- gesture recognition (GR)
- human activity recognition (HAR)
- human detection
- human-computer interaction (HCI)
- imbalanced dataset
- long short-term memory (LSTM)
- machine learning
- machine learning (ML)
- medical diagnosis optimisation
- missing data
- multi-modal distributions
- multi-output regression
- natural language
- natural language processing
- neural network
- neural networks
- object detection
- over-the-top
- path planning
- photo-diode (PD)
- prediction
- privacy policies
- queue automata
- regression
- road traffic accidents
- smart manufacturing
- social networks
- spinal cord injury
- supply chain agility
- telerehabilitation
- textual analysis
- training data update
- type II
Open Access Unrestricted online access star
This reprint focuses on applications of machine learning models in a diverse range of fields and problems. It reports substantive results on a wide range of learning methods; discusses the conceptualization of problems, data representation, feature engineering, and machine learning models; undertakes critical comparisons with existing techniques; and presents an interpretation of the results. This reprint strives not only to showcase the prolific applications of machine learning, but also to provide insights into the methodologies and interpretations that underpin these advancements.
Creative Commons Licence cc by-nc-nd cc https://creativecommons.org/licenses/by-nc-nd/4.0/
eng
Freely available e-book