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Data Analytics and Computational Intelligence: Novel Models, Algorithms and Applications
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.
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Online Library
E-Book 528259-1001 ONLINE
Elektronik Kütüphane
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