LEADER 05150nam 22006975 450 001 9910483713003321 005 20200704052613.0 010 $a981-13-0544-7 024 7 $a10.1007/978-981-13-0544-3 035 $a(CKB)4100000006519810 035 $a(MiAaPQ)EBC5510557 035 $a(DE-He213)978-981-13-0544-3 035 $a(PPN)243770359 035 $a(EXLCZ)994100000006519810 100 $a20181111d2019 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aComputational Intelligence and Big Data Analytics $eApplications in Bioinformatics /$fby Ch. Satyanarayana, Kunjam Nageswara Rao, Richard G. Bush 205 $a1st ed. 2019. 210 1$aSingapore :$cSpringer Singapore :$cImprint: Springer,$d2019. 215 $a1 online resource (139 pages) 225 1 $aSpringerBriefs in Forensic and Medical Bioinformatics,$x2196-8845 311 $a981-13-0543-9 327 $aNanoinformatics: 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. 330 $aThis book highlights major issues related to big data analysis using computational intelligence techniques, mostly interdisciplinary in nature. It comprises chapters on computational intelligence technologies, such as neural networks and learning algorithms, evolutionary computation, fuzzy systems and other emerging techniques in data science and big data, ranging from methodologies, theory and algorithms for handling big data, to their applications in bioinformatics and related disciplines. The book describes the latest solutions, scientific results and methods in solving intriguing problems in the fields of big data analytics, intelligent agents and computational intelligence. It reflects the state of the art research in the field and novel applications of new processing techniques in computer science. This book is useful to both doctoral students and researchers from computer science and engineering fields and bioinformatics related domains. 410 0$aSpringerBriefs in Forensic and Medical Bioinformatics,$x2196-8845 606 $aComputational intelligence 606 $aBig data 606 $aBioinformatics 606 $aNeural networks (Computer science)  606 $aBiomedical engineering 606 $aApplication software 606 $aComputational Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/T11014 606 $aBig Data$3https://scigraph.springernature.com/ontologies/product-market-codes/I29120 606 $aBioinformatics$3https://scigraph.springernature.com/ontologies/product-market-codes/L15001 606 $aMathematical Models of Cognitive Processes and Neural Networks$3https://scigraph.springernature.com/ontologies/product-market-codes/M13100 606 $aBiomedical Engineering/Biotechnology$3https://scigraph.springernature.com/ontologies/product-market-codes/B24000 606 $aInformation Systems Applications (incl. Internet)$3https://scigraph.springernature.com/ontologies/product-market-codes/I18040 615 0$aComputational intelligence. 615 0$aBig data. 615 0$aBioinformatics. 615 0$aNeural networks (Computer science) . 615 0$aBiomedical engineering. 615 0$aApplication software. 615 14$aComputational Intelligence. 615 24$aBig Data. 615 24$aBioinformatics. 615 24$aMathematical Models of Cognitive Processes and Neural Networks. 615 24$aBiomedical Engineering/Biotechnology. 615 24$aInformation Systems Applications (incl. Internet). 676 $a006.3019 700 $aSatyanarayana$b Ch$4aut$4http://id.loc.gov/vocabulary/relators/aut$01208841 702 $aRao$b Kunjam Nageswara$4aut$4http://id.loc.gov/vocabulary/relators/aut 702 $aBush$b Richard G$4aut$4http://id.loc.gov/vocabulary/relators/aut 906 $aBOOK 912 $a9910483713003321 996 $aComputational Intelligence and Big Data Analytics$92846417 997 $aUNINA