Handbook of research on computational intelligence applications in bioinformatics
Başlık:
Handbook of research on computational intelligence applications in bioinformatics
ISBN:
9781522504283
Yayın Bilgileri:
Hershey, Pennsylvania (701 E. Chocolate Avenue, Hershey, PA 17033, USA) : IGI Global, [2016]
Fiziksel Tanımlama:
PDFs (514 pages) : illustrations.
Contents:
Unleashing artificial intelligence onto big data: a review / Rupa Mahanty, Prabhat Kumar Mahanti -- Hybrid ensemble learning methods for classification of microarray data: RotBagg ensemble based classification / Sujata Dash -- Recent trends in spatial data mining and its challenges / Anuradha Jagadeesan, Prathik A, Tripathy B K -- Knowledge representation: a semantic network approach / Atta ur Rahman -- Development of novel multi-objective based model for protein structural class prediction / Bishnupriya Panda, Babita Majhi -- Rough fuzzy set theory and neighbourhood approximation based modelling for spatial epidemiology / Balakrushna Tripathy, Sharmila Banu K. -- Applying CI in biology through PSO / Rojalina Priyadarshini [and 3 others] -- Application of rough set based models in medical diagnosis / Balakrushna Tripathy -- Application of uncertainty models in bioinformatics / B.K. Tripathy, R.K. Mohanty, Sooraj T.R. -- Computational methods for prediction of protein-protein interactions: PPI prediction methods / Sneha Rai, Sonika Bhatnagar -- Analysis of microarray data using artificial intelligence based techniques / Khalid Raza -- Extraction of protein sequence motif information using bio-inspired computing / Gowri Rajasekaran, Rathipriya R -- Study of basic concepts on the development of protein microarray - gene expression profiling: protein microarray / P. Sivashanmugam, Arun C., Selvakumar P. --
Personalized medicine in the era of genomics / Navneet Kaur Soni, Nitin Thukral, Yasha Hasija -- Evolutionary computing approaches to system identification / Bidyadhar Subudhi, Debashisha Jena -- BFO optimized automatic load frequency control of a multi-area power system / Pravat Kumar Ray, Sushmita Ekka -- Solution of some differential equation in fuzzy environment by extension principle method and its application in biomathematics / Sankar Prasad Mondal -- Application of computational intelligence techniques in wireless sensor networks the state of the art / Subhendu Kumar Pani.
Abstract:
"This book examines emergent research in handling real-world problems through the application of various computation technologies and techniques by featuring theoretical concepts and best practices in the areas of computational intelligence, artificial intelligence, big data, and bio-inspired computing"--Provided by publisher.
Elektronik Erişim:
Full Text Available From IGI Global 2016 Packages
Dil:
English