7Data-Driven Application of Human Capital Management Databases, Big Data, and Data Mining

Alex Khang, Shashi Kant Gupta, Chandra Kumar Dixit, and Parin Somani

DOI: 10.1201/9781003357070-7

CONTENTS

  1. 7.1 Introduction

  2. 7.2 Problem Statement

  3. 7.3 Proposed Work

    1. 7.3.1 Big Data Collection

    2. 7.3.2 Data Preprocessing Using Z-Score Normalization

    3. 7.3.3 Feature Extraction Using Linear Discriminant Analysis

    4. 7.3.4 Feature Selection Using Hybrid Sine Cosine Genetic Algorithm (HSCGA)

    5. 7.3.5 Data Classification Using the Binary Crow Search Convolutional Neural Network (BCS-CNN)

  4. 7.4 Performance Analytics

    1. 7.4.1 Classification Accuracy

    2. 7.4.2 Precision

    3. 7.4.3 Recall

    4. 7.4.4 F1-Score

  5. 7.5 Conclusion

  6. References

7.1 INTRODUCTION

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