Data Analytics in Bioinformatics
Satpathy, Rabinarayan / Choudhury, Tanupriya / Satpathy, Suneeta / Mohanty, Sachi Nandan / Zhang, Xiaobo
Machine learning techniques are increasingly being used to address problems in computational biology and bioinformatics. Novel machine learning computational techniques to analyze high throughput data in the form of sequences, gene and protein expressions, pathways, and images are becoming vital for understanding diseases and future drug discovery. Machine learning techniques such as Markov models, support vector machines, neural networks, and...