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Research Article

Enhanced Missing Persons Identification System Using Ada boost K-Nearest Neighbors Algorithm

  • Paper ID 189
  • Volume 5, Issue 5
  • Pages 27-29
  • Published Online: September-October 2024
  • 2 Views
Open Access Peer Reviewed

Authors

  • A. Alagar1
  • U. Balaji2
  • S.S. Barath3
  • K. Gokul Krishnan4

1Assistant Professor, Department of Computer Science and Engineering, K.L.N. College of Engineering, Sivagangai, Tamilnadu, India. 234 Final Year Students, Department of Computer Science and Engineering, K.L.N. College of Engineering, Sivagangai, Tamilnadu, India.

Article Information

DOI
No DOI
Published Online
September-October 2024
Pages
27-29
Article Type
Research Article
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No DOI available for cross-reference

References

1. S. Zhang and J. Li, "KNN Classification with One-Step Computation," in IEEE Transactions on Knowledge and Data Engineering,
vol. 35, no. 3, pp. 2711-2723, 1 March 2023.
2. C. Ma and Y. Chi, "KNN Normalized Optimization and Platform Tuning Based on Hadoop," in IEEE Access, vol. 10, pp. 81406-81433,
2022.
3. P. Dehbozorgi, O. Ryabchykov and T. Bocklitz, "A Systematic Investigation of Image Pre-Processing on Image Classification," in
IEEE Access, vol. 12, pp. 64913-64926, 2024.
4. V. D. Quang, H. H. Viet, V. H. Long and T. D. Khang, "An Improved AdaBoost Algorithm for Highly Imbalanced Datasets in the
CoAuthorship Recommendation Problem," in IEEE Access, vol. 11, pp. 89107- 89123, 2023.
5. S. Ren, X. Cao, Y. Wei and J. Sun, "Face Alignment at 3000 FPS via Regressing Local Binary Features," 2014 IEEE Conference on
Computer Vision and Pattern Recognition, Columbus, OH, USA, 2014, pp. 1685- 1692.
6. N. Li et al., "Chinese Face Dataset for Face Recognition in an Uncontrolled Classroom Environment," in IEEE Access, vol. 11, pp.
86963-86976, 2023.
7. S. Malakar, W. Chiracharit and K. Chamnongthai, "Masked Face Recognition with Generated Occluded Part Using Image
Augmentation and CNN Maintaining Face Identity," in IEEE Access, vol. 12, pp. 126356- 126375, 2024.
8. H. -B. Kim, N. Choi, H. -J. Kwon and H. Kim, "Surveillance System for Real-Time High-Precision Recognition of Criminal Faces from
Wild Videos," in IEEE Access, vol. 11, pp. 56066-56082, 2023.
9. J. P. Perez and C. A. Perez, "Face Patches Designed Through Neuroevolution for Face Recognition with Large Pose Variation," in
IEEE Access, vol. 11, pp. 72861-72873, 2023.
10. S. Malakar, W. Chiracharit and K. Chamnongthai, "Masked Face 69 Recognition with Generated Occluded Part Using Image
Augmentation and CNN Maintaining Face Identity," in IEEE Access, vol. 12, pp. 126356- 126375, 2024.
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