Computational Intelligence and Big Data Analytics Applications in Bioinformatics /

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 a...

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Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς: Satyanarayana, Ch (Συγγραφέας, http://id.loc.gov/vocabulary/relators/aut), Rao, Kunjam Nageswara (http://id.loc.gov/vocabulary/relators/aut), Bush, Richard G. (http://id.loc.gov/vocabulary/relators/aut)
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Singapore : Springer Singapore : Imprint: Springer, 2019.
Έκδοση:1st ed. 2019.
Σειρά:SpringerBriefs in Forensic and Medical Bioinformatics,
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
Πίνακας περιεχομένων:
  • 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.