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Jason M. Kinser is Chair of the Department of Computational and Data Sciences at George Mason University. Dr. Kinser has taught more than 30 different courses at Mason in several departments including Computational & Data Sciences, Physics, Bioinformatics, Forensics, and even Biology. His research interests include analysis of images, fusion of image content non-image data, and education.
Preface
Software
1. Introduction
2. Random Values
3. Application of Random Values
4. The Monte Carlo Method
5. Modeling Self-Organization
6. Hidden Markov Models
7. Identification of Start Codons
8. HMM Application in Baseball
9. Hidden Shakespeare Model
10. Connected Data
11. Gene Expression Arrays
12. Simultaneous Equations
13. Simulations of Motion
14. Oscillations
15. Coupled Differential Equations
16. Extraordinary Number of Solutions
17. Agent Based Modeling - Virus Spread
18. Chess
Bibliography
Index
Erscheinungsjahr: | 2024 |
---|---|
Genre: | Informatik |
Rubrik: | Naturwissenschaften & Technik |
Medium: | Taschenbuch |
Inhalt: | Einband - flex.(Paperback) |
ISBN-13: | 9781032128702 |
ISBN-10: | 1032128704 |
Sprache: | Englisch |
Ausstattung / Beilage: | Paperback |
Einband: | Kartoniert / Broschiert |
Autor: | Kinser, Jason M. |
Hersteller: | Chapman and Hall/CRC |
Maße: | 254 x 178 x 18 mm |
Von/Mit: | Jason M. Kinser |
Erscheinungsdatum: | 27.05.2024 |
Gewicht: | 0,63 kg |
Jason M. Kinser is Chair of the Department of Computational and Data Sciences at George Mason University. Dr. Kinser has taught more than 30 different courses at Mason in several departments including Computational & Data Sciences, Physics, Bioinformatics, Forensics, and even Biology. His research interests include analysis of images, fusion of image content non-image data, and education.
Preface
Software
1. Introduction
2. Random Values
3. Application of Random Values
4. The Monte Carlo Method
5. Modeling Self-Organization
6. Hidden Markov Models
7. Identification of Start Codons
8. HMM Application in Baseball
9. Hidden Shakespeare Model
10. Connected Data
11. Gene Expression Arrays
12. Simultaneous Equations
13. Simulations of Motion
14. Oscillations
15. Coupled Differential Equations
16. Extraordinary Number of Solutions
17. Agent Based Modeling - Virus Spread
18. Chess
Bibliography
Index
Erscheinungsjahr: | 2024 |
---|---|
Genre: | Informatik |
Rubrik: | Naturwissenschaften & Technik |
Medium: | Taschenbuch |
Inhalt: | Einband - flex.(Paperback) |
ISBN-13: | 9781032128702 |
ISBN-10: | 1032128704 |
Sprache: | Englisch |
Ausstattung / Beilage: | Paperback |
Einband: | Kartoniert / Broschiert |
Autor: | Kinser, Jason M. |
Hersteller: | Chapman and Hall/CRC |
Maße: | 254 x 178 x 18 mm |
Von/Mit: | Jason M. Kinser |
Erscheinungsdatum: | 27.05.2024 |
Gewicht: | 0,63 kg |