Metaheuristics in Machine Learning Theory and Applications 1st Edition by Diego Oliva, Essam H Houssein, Salvador Hinojosa ISBN 9783030705411 3030705412

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ISBN 10: 3030705412
ISBN 13: 9783030705411
Author: Diego Oliva, Essam H Houssein, Salvador Hinojosa

Metaheuristics in Machine Learning Theory and Applications 1st Edition Table of contents:

1. Cross Entropy Based Thresholding Segmentation of Magnetic Resonance Prostatic Images Using Metaheuristic Algorithms
2. Hyperparameter Optimization in a Convolutional Neural Network Using Metaheuristic Algorithms
3. Diagnosis of Collateral Effects in Climate Change Through the Identification of Leaf Damage Using a Novel Heuristics and Machine Learning Framework
4. Feature Engineering for Machine Learning and Deep Learning Assisted Wireless Communication
5. Genetic Operators and Their Impact on the Training of Deep Neural Networks
6. Implementation of Metaheuristics with Extreme Learning Machines
7. Architecture Optimization of Convolutional Neural Networks by Micro Genetic Algorithms
8. Optimising Connection Weights in Neural Networks Using a Memetic Algorithm Incorporating Chaos Theory
9. A Review of Metaheuristic Optimization Algorithms in Wireless Sensor Networks
10. A Metaheuristic Algorithm for Classification of White Blood Cells in Healthcare Informatics
11. Multi-level Thresholding Image Segmentation Based on Nature-Inspired Optimization Algorithms: A Comprehensive Review
12. Hybrid Harris Hawks Optimization with Differential Evolution for Data Clustering
13. Variable Mesh Optimization for Continuous Optimization and Multimodal Problems
14. Traffic Control Using Image Processing and Deep Learning Techniques
15. Drug Design and Discovery: Theory, Applications, Open Issues and Challenges
16. Thresholding Algorithm Applied to Chest X-Ray Images with Pneumonia
17. Artificial Neural Networks for Stock Market Prediction: A Comprehensive Review
18. Image Classification with Convolutional Neural Networks
19. Applied Machine Learning Techniques to Find Patterns and Trends in the Use of Bicycle Sharing Systems Influenced by Traffic Accidents and Violent Events in Guadalajara, Mexico
20. Machine Reading Comprehension (LSTM) Review (State of Art)
21. A Survey of Metaheuristic Algorithms for Solving Optimization Problems
22. Integrating Metaheuristic Algorithms and Minimum Cross Entropy for Image Segmentation in Mist Conditions
23. Machine Learning Application for Particle Physics: Mexico’s Involvement in the Hyper-Kamiokande Observatory
24. A Novel Metaheuristic Approach for Image Contrast Enhancement Based on Gray-Scale Mapping
25. Geospatial Data Mining Techniques Survey
26. Integration of Internet of Things and Cloud Computing for Cardiac Health Recognition
27. Combinatorial Optimization for Artificial Intelligence Enabled Mobile Network Automation
28. Performance Optimization of PID Controller Based on Parameters Estimation Using Meta-Heuristic Techniques: A Comparative Study
29. Solar Irradiation Changes Detection for Photovoltaic Systems Through ANN Trained with a Metaheuristic Algorithm
30. Genetic Algorithm Based Global and Local Feature Selection Approach for Handwritten Numeral Recognition
31. Correction to: Metaheuristics in Machine Learning: Theory and Applications

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Tags: Diego Oliva, Essam H Houssein, Salvador Hinojosa, Machine Learning, Applications