This introductory text offers a clear exposition of the algorithmic principles driving advances in bioinformatics. Accessible to students in both …
Discover modern, next-generation sequencing libraries from the powerful Python ecosystem to perform cutting-edge research and analyze large amounts of biological …
R itself is well equipped with documentation, which ships with every distribution of R and the R add-on packages. But …
Deep learning has already achieved remarkable results in many fields. Now it’s making waves throughout the sciences broadly and the …
Natural Computing is the field of research that investigates both human-designed computing inspired by nature and computing taking place in …
The living world runs on genomic software - what Dawn Field and Neil Davies call the 'biocode' - the sum …
For every generalization I make about biology, there may well be thousands of exceptions.There are a lot of living things …
Data mining provides a set of new techniques to integrate, synthesize, and analyze tdata, uncovering the hidden patterns that exist …
If you are either a computational biologist or a Python programmer, you will probably relate to the expression "explosive growth, …
This book is the first to focus on the application of mathematical networks for analyzing microarray data. This method goes …
THE BOOK BRINGS TOGETHER WORK FROM A MULTIDISCIPLINARY CORE OF SCIENTISTS WHO ARE WORKING IN THE FIELD OF UNCONVENTIONAL COMPUTING. …
Data fusion problems arise frequently in many different fields. This book provides a specific introduction to data fusion problems using …
This book brings together the two disparate worlds of computational text analysis and biology and presents some of the latest …
This unique text provides an overview of the current status of database annotation and discusses what is required for future …
Next-Generation Sequencing (NGS) is increasingly common and has applications in various fields such as clinical diagnosis, animal and plant breeding, …
The use of powerful computers has revolutionized molecular design and drug discovery. Thoroughly researched and well-structured, this comprehensive handbook covers …
Introduces readers to core algorithmic techniques for next-generation sequencing (NGS) data analysis and discusses a wide range of computational techniques …
This detailed book provides state-of-art computational approaches to further explore the exciting opportunities presented by single-cell technologies. Chapters each detail …
This book looks at the mathematical foundations of the models which is crucial for correct interpretation of the outputs of …
Bioinformatics is a scientific discipline and a set of skills that has now become one of the most important information-gathering, …
Bioinformatics, Biocomputing and Perl presents a modern introduction to bioinformatics computing skills and practice. Structuring its presentation around four main …
This book really helps in bridging formalism to understanding by providing lots of examples and walking through the examples. It's …
Probablistic models are becoming increasingly important in analyzing the huge amount of data being produced by large-scale DNA-sequencing efforts such …
This book presents the foundations of key problems in computational molecular biology and bioinformatics. It focuses on computational and statistical …
High-throughput sequencing has revolutionised the field of biological sequence analysis. Its application has enabled researchers to address important biological questions, …
The sequencing of the human genome involved thousands of scientists but used relatively few tools. Today, obtaining sequences is simpler, …
Bioinformatics is an integrative field of computer science, genetics, genomics, proteomics, and statistics, which has undoubtedly revolutionized the study of …
In this thesis we are concerned with constructing algorithms that address problemsof biological relevance. This activity is part of a …
We are pleased to present the proceedings of the Second Workshop on Al- rithms in Bioinformatics (WABI 2002), which took …
The advanced AI techniques are essential for resolving various problematic aspects emerging in the field of bioinformatics. This book covers …
This book constitutes the refereed proceedings of the 10th International Work-Conference on Artificial Neural Networks, IWANN 2009, held in Salamanca, …
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