05150nam 22006975 450 991048371300332120200704052613.0981-13-0544-710.1007/978-981-13-0544-3(CKB)4100000006519810(MiAaPQ)EBC5510557(DE-He213)978-981-13-0544-3(PPN)243770359(EXLCZ)99410000000651981020181111d2019 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierComputational Intelligence and Big Data Analytics Applications in Bioinformatics /by Ch. Satyanarayana, Kunjam Nageswara Rao, Richard G. Bush1st ed. 2019.Singapore :Springer Singapore :Imprint: Springer,2019.1 online resource (139 pages)SpringerBriefs in Forensic and Medical Bioinformatics,2196-8845981-13-0543-9 Nanoinformatics: Predicting toxicity using Computational Modelling -- Stock market Prediction Based on Machine Learning Approaches -- Performance Analysis of Denoising of ECG Signals in Time and Frequency domain -- Design and Implementation of Modified Sparse K-means Clustering Method for Gene Selection -- Identifying driver potential in passenger genes using chemical properties of mutated and surrounding amino acids -- Diagnosis of Chest Diseases Using Artificial Neural networks -- Development of Microminiaturized Intramuscular EMG Writer`s Cramp Signals Micro Electrode Recording System -- FGANN: A Hybrid Approach for Medical Diagnosing -- Data Mining Efficiency and Scalability for Smarter Internet of Things -- Multiple DG Placement and Sizing in Radial Distribution System using Genetic Algorithm and Particle Swarm Optimization -- Neighborhood Algorithm For Product Recommendation -- A Quantitative Analysis of Histogram Equalization based methods on Fundus Images for Diabetic Retinopathy Detection -- A novel level based DNA security algorithm using DNA codons -- A Computational approach to Predict Diabetic Retinopathy through Data Analytics.This book highlights major issues related to big data analysis using computational intelligence techniques, mostly interdisciplinary in nature. It comprises chapters on computational intelligence technologies, such as neural networks and learning algorithms, evolutionary computation, fuzzy systems and other emerging techniques in data science and big data, ranging from methodologies, theory and algorithms for handling big data, to their applications in bioinformatics and related disciplines. The book describes the latest solutions, scientific results and methods in solving intriguing problems in the fields of big data analytics, intelligent agents and computational intelligence. It reflects the state of the art research in the field and novel applications of new processing techniques in computer science. This book is useful to both doctoral students and researchers from computer science and engineering fields and bioinformatics related domains.SpringerBriefs in Forensic and Medical Bioinformatics,2196-8845Computational intelligenceBig dataBioinformaticsNeural networks (Computer science) Biomedical engineeringApplication softwareComputational Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/T11014Big Datahttps://scigraph.springernature.com/ontologies/product-market-codes/I29120Bioinformaticshttps://scigraph.springernature.com/ontologies/product-market-codes/L15001Mathematical Models of Cognitive Processes and Neural Networkshttps://scigraph.springernature.com/ontologies/product-market-codes/M13100Biomedical Engineering/Biotechnologyhttps://scigraph.springernature.com/ontologies/product-market-codes/B24000Information Systems Applications (incl. Internet)https://scigraph.springernature.com/ontologies/product-market-codes/I18040Computational intelligence.Big data.Bioinformatics.Neural networks (Computer science) .Biomedical engineering.Application software.Computational Intelligence.Big Data.Bioinformatics.Mathematical Models of Cognitive Processes and Neural Networks.Biomedical Engineering/Biotechnology.Information Systems Applications (incl. Internet).006.3019Satyanarayana Chauthttp://id.loc.gov/vocabulary/relators/aut1208841Rao Kunjam Nageswaraauthttp://id.loc.gov/vocabulary/relators/autBush Richard Gauthttp://id.loc.gov/vocabulary/relators/autBOOK9910483713003321Computational Intelligence and Big Data Analytics2846417UNINA