| |
|
|
|
|
|
|
|
|
1. |
Record Nr. |
UNINA9910797139603321 |
|
|
Autore |
Wan Shibiao |
|
|
Titolo |
Machine learning for protein subcellular localization prediction / / Shibiao Wan, Man-Wai Mak |
|
|
|
|
|
|
|
Pubbl/distr/stampa |
|
|
Berlin, Germany ; ; Boston, Massachusetts : , : De Gruyter, , 2015 |
|
©2015 |
|
|
|
|
|
|
|
|
|
ISBN |
|
1-5015-0150-X |
1-5015-0152-6 |
|
|
|
|
|
|
|
|
Descrizione fisica |
|
1 online resource (210 p.) |
|
|
|
|
|
|
Classificazione |
|
|
|
|
|
|
Disciplina |
|
|
|
|
|
|
Soggetti |
|
Proteins - Physiological transport - Data processing |
Machine learning |
Probabilities - Data processing |
|
|
|
|
|
|
|
|
Lingua di pubblicazione |
|
|
|
|
|
|
Formato |
Materiale a stampa |
|
|
|
|
|
Livello bibliografico |
Monografia |
|
|
|
|
|
Note generali |
|
Description based upon print version of record. |
|
|
|
|
|
|
Nota di bibliografia |
|
Includes bibliographical references and index. |
|
|
|
|
|
|
Nota di contenuto |
|
Front matter -- Preface -- Contents -- List of Abbreviations -- 1. Introduction -- 2. Overview of subcellular localization prediction -- 3. Legitimacy of using gene ontology information -- 4. Single-location protein subcellular localization -- 5. From single- to multi-location -- 6. Mining deeper on GO for protein subcellular localization -- 7. Ensemble random projection for large-scale predictions -- 8. Experimental setup -- 9. Results and analysis -- 10. Properties of the proposed predictors -- 11. Conclusions and future directions -- A. Webservers for protein subcellular localization -- B. Support vector machines -- C. Proof of no bias in LOOCV -- D. Derivatives for penalized logistic regression -- Bibliography -- Index |
|
|
|
|
|
|
|
|
Sommario/riassunto |
|
Comprehensively covers protein subcellular localization from single-label prediction to multi-label prediction, and includes prediction strategies for virus, plant, and eukaryote species. Three machine learning tools are introduced to improve classification refinement, feature extraction, and dimensionality reduction. |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
2. |
Record Nr. |
UNINA9910889891503321 |
|
|
Autore |
Viggiani, Gioacchino |
|
|
Titolo |
Esperienza decennale di meridionalismo fascista / Gioacchino Viggiani ; con prefazione di Saverio Siniscalchi |
|
|
|
|
|
|
|
Pubbl/distr/stampa |
|
|
Napoli, : Rispoli, stampa 1940 |
|
|
|
|
|
|
|
Descrizione fisica |
|
|
|
|
|
|
Disciplina |
|
|
|
|
|
|
Locazione |
|
|
|
|
|
|
Collocazione |
|
|
|
|
|
|
Lingua di pubblicazione |
|
|
|
|
|
|
Formato |
Materiale a stampa |
|
|
|
|
|
Livello bibliografico |
Monografia |
|
|
|
|
|
Note generali |
|
Sulla quarta di cop. il prezzo: "Lire dodici" |
Indice, p.207-208 |
|
|
|
|
|
|
|
| |