Data Analytics and Computational Intelligence: Novel Models, Algorithms and Applications
In the age of transformative artificial intelligence (AI), which has the potential to revolutionize our lives, this book provides a comprehensive exploration of successful research and applications in AI and data analytics. Covering innovative approaches, advanced algorithms, and data analysis metho...
| Other Authors: | , , , |
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| Format: | eBook |
| Language: | English |
| Published: |
Cham
Springer Nature Switzerland
2023, 2023
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| Edition: | 1st ed. 2023 |
| Series: | Studies in Big Data
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| Subjects: | |
| Online Access: | |
| Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
Table of 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
- Intelligent Decision-Making Dashboard for CNC Milling Machines in Industrial Equipment: A Comparative Analysis of MOORA and TOPSIS Methods
- 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