Data Analytics and Computational Intelligence: Novel Models, Algorithms and Applications
by
 
Rivera, Gilberto. editor. (orcid)0000-0002-2365-4651

Title
Data Analytics and Computational Intelligence: Novel Models, Algorithms and Applications

Author
Rivera, Gilberto. editor. (orcid)0000-0002-2365-4651

ISBN
9783031383250

Edition
1st ed. 2023.

Physical Description
IX, 605 p. 296 illus., 244 illus. in color. online resource.

Series
Studies in Big Data, 132

Contents
Cluster Analysis using k-means in school dropout -- Topic modeling based on OWA aggregation to improve the semantic focusing on relevant information extraction problems -- An Affiliated Approach to Data Validation: The US 2020 Governor's County Election -- Acquisition, Processing and Visualization of Meteorological Data in Real-Time using Apache Flink -- Topological Data Analysis for the evolution of student grades before, during and after the COVID-19 pandemic -- Redescending M-Estimators analysis on the Intuitionistic Fuzzy clustering algorithm for skin lesion delimitation -- Big Data Platform as a Service for Anomaly Detection -- An overview of model-driven and data-driven forecasting methods for smart transportation -- Data augmentation techniques for facial image generation: a brief literature review -- A review on machine learning-aided multi-omics data integration techniques for healthcare -- Learning of Conversational Systems based on Linguistic Data Summarization applicationsin BIM environments -- Fuzzified case-based reasoning blockchain framework for predictive maintenance in Industry 4.0 -- Machine learning for identifying atomic species from optical emission spectra generated by an atmospheric pressure non-thermal plasma -- Agent-based simulation: various scenarios -- Multi-Hop Ridesharing ∈ NPC -- A content-based group recommender system using feature weighting and virtual users aggregation -- Performance Evaluation of AquaFeL-PSO Informative Path Planner under Different Contamination Profiles -- Adapting Swarm Intelligence to a Fixed Wing Unmanned Combat Aerial Vehicle Platform -- Cellular Processing Algorithm for Time Dependent-Traveling Salesman Problem -- Portfolio Optimization using Reinforcement Learning and Hierarchical Risk Parity Approach -- Reducing recursion costs in last-mile delivery routes with failed deliveries -- Intelligent Decision-Making Dashboard for CNC Milling Machines in Industrial Equipment: A Comparative Analysis of MOORA and TOPSIS Methods.

Subject Term
Engineering -- Data processing.
 
Computational intelligence.
 
Big data.
 
Data Engineering.

Added Author
Rivera, Gilberto.
 
Cruz-Reyes, Laura.
 
Dorronsoro, Bernabé.
 
Rosete, Alejandro.

Added Corporate Author
SpringerLink (Online service)

Electronic Access
https://doi.org/10.1007/978-3-031-38325-0


LibraryMaterial TypeItem BarcodeShelf Number[[missing key: search.ChildField.HOLDING]]Status
Online LibraryE-Book528259-1001ONLINEElektronik Kütüphane