11th International Conference on Practical Applications of Computational Biology & Bioinformatics
Seiten
2017
|
1st ed. 2017
Springer International Publishing (Verlag)
978-3-319-60815-0 (ISBN)
Springer International Publishing (Verlag)
978-3-319-60815-0 (ISBN)
Biological and biomedical research are increasingly driven by experimental techniques that challenge our ability to analyse, process and extract meaningful knowledge from the underlying data. The impressive capabilities of next-generation sequencing technologies, together with novel and constantly evolving, distinct types of omics data technologies, have created an increasingly complex set of challenges for the growing fields of Bioinformatics and Computational Biology.
The analysis of the datasets produced and their integration call for new algorithms and approaches from fields such as Databases, Statistics, Data Mining, Machine Learning, Optimization, Computer Science and Artificial Intelligence. Clearly, Biology is more and more a science of information and requires tools from the computational sciences. In the last few years, we have seen the rise of a new generation of interdisciplinary scientists with a strong background in the biological and computational sciences.
In this context, the interaction of researchers from different scientific fields is, more than ever, of foremost importance in boosting the research efforts in the field and contributing to the education of a new generation of Bioinformatics scientists. The PACBB'17 conference was intended to contribute to this effort and promote this fruitful interaction, with a technical program that included 39 papers spanning many different sub-fields in Bioinformatics and Computational Biology. Further, the conference promoted the interaction of scientists from diverse research groups and with a distinct background (computer scientists, mathematicians, biologists).
The analysis of the datasets produced and their integration call for new algorithms and approaches from fields such as Databases, Statistics, Data Mining, Machine Learning, Optimization, Computer Science and Artificial Intelligence. Clearly, Biology is more and more a science of information and requires tools from the computational sciences. In the last few years, we have seen the rise of a new generation of interdisciplinary scientists with a strong background in the biological and computational sciences.
In this context, the interaction of researchers from different scientific fields is, more than ever, of foremost importance in boosting the research efforts in the field and contributing to the education of a new generation of Bioinformatics scientists. The PACBB'17 conference was intended to contribute to this effort and promote this fruitful interaction, with a technical program that included 39 papers spanning many different sub-fields in Bioinformatics and Computational Biology. Further, the conference promoted the interaction of scientists from diverse research groups and with a distinct background (computer scientists, mathematicians, biologists).
Processing 2D gel electrophoresis images for efficient Gaussian mixture modeling.- Development of text mining tools for information retrieval from patents.- Multidimensional Feature Selection and Interaction Mining with Decision Tree based ensemble methods.- Study of the Epigenetic Signals in the Human Genome.- An Ensemble Approach for Gene Selection in Gene Expression Data.- Dissimilar Symmetric Word Pairs in the Human Genome
| Erscheinungsdatum | 06.07.2017 |
|---|---|
| Reihe/Serie | Advances in Intelligent Systems and Computing |
| Zusatzinfo | XIV, 330 p. 97 illus. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 528 g |
| Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
| Informatik ► Weitere Themen ► Bioinformatik | |
| Naturwissenschaften ► Biologie | |
| Technik | |
| Schlagworte | Artificial Intelligence • artificial intelligence (incl. robotics) • Bioinformatics • Computational Biology • Computational Biology/Bioinformatics • Computational Intelligence • Distributed Computing • Engineering • Engineering: general • Information technology: general issues • intelligent computing • Life sciences: general issues • PACBB • PACBB 2017 • Robotics |
| ISBN-10 | 3-319-60815-0 / 3319608150 |
| ISBN-13 | 978-3-319-60815-0 / 9783319608150 |
| Zustand | Neuware |
| Haben Sie eine Frage zum Produkt? |
Mehr entdecken
aus dem Bereich
aus dem Bereich
Buch | Softcover (2024)
REDLINE (Verlag)
CHF 27,95
Eine kurze Geschichte der Informationsnetzwerke von der Steinzeit bis …
Buch | Hardcover (2024)
Penguin (Verlag)
CHF 39,20
