Indoor Air Quality Sensor Research using Deep Learning Neural Networks

Jorge III Altamirano-Astorga, Luz Aurora Hernández-Martínez, Ita-Andehui Santiago-Castillejos.

Professor: Dr. Edgar Francisco Román-Rangel.

Paper

• Paper doi:10.1007/978-3-031-07750-0_12
• Presentation
• Presentation Slides [pdf]

Paper Development

1. Related Papers [html]

2. Exploratory Data Analysis [html] [pdf]

3. Imputations on Indoor Air Quality Data [html] [pdf]

4. Imputations on Government Air Quality Monitoring Data [html] [pdf]

5. Data Sources Aggretation [html] [pdf]

6. Model Testing [html] [pdf]

7. Model Training using Google Vertex AI [html]

8. Model Comparisons [html] [pdf]

9. Paper [source]

Final Exam