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Navigating Complexity: Synthesis and Machine Learning Strategies for Cancer Classification through Gene Expression in Small Datasets Andelic, Nikola (University of Rijeka, Croatia)
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Navigating Complexity: Synthesis and Machine Learning Strategies for Cancer Classification through Gene Expression in Small Datasets
Andelic, Nikola (University of Rijeka, Croatia)
Navigating Complexity examines how machine learning can address cancer classification using gene-expression data when samples are scarce and features are numerous. This book places particular emphasis on Genetic Programming Symbolic Classifiers, which produce transparent mathematical expressions rather than opaque predictions.
| Medios de comunicación | Libros Hardcover Book (Libro con lomo y cubierta duros) |
| Pendiente de lanzamiento | 14 de enero de 2027 |
| ISBN13 | 9781032832906 |
| Editores | Taylor & Francis Ltd |
| Páginas | 350 |
| Dimensiones | 150 × 220 × 20 mm · 558 g (Peso (estimado)) |
| Lengua | Inglés |
