Speech Recognition Algorithm in a Noisy Environment Based on Power Normalized Cepstral Coefficient and Modified Weighted-KNN
Speech Recognition Algorithm in a Noisy Environment Based on Power Normalized Cepstral Coefficient and Modified Weighted-KNN

Mohammed E. Safi; Eyad I. Abbas

Volume 41, Issue 8 , August 2023, , Page 1107-1117

https://doi.org/10.30684/etj.2023.140643.1469

Abstract
  Speech recognition is widely used in robot control and automation. Nevertheless, the use of speech recognition in robots is limited due to its susceptibility to background noise. This ...  Read More ...
Textual Dataset Classification Using Supervised Machine Learning Techniques
Textual Dataset Classification Using Supervised Machine Learning Techniques

Hanan Q. Jaleel; Jane J. Stephan; Sinan A. Naji

Volume 40, Issue 4 , April 2022, , Page 527-538

https://doi.org/10.30684/etj.v40i4.1970

Abstract
  Text classification has been a significant domain of study and research because of the increased volume of text datasets and documents available in digital format. Text classification ...  Read More ...
Comparative Analysis of GMM, KNN, and ViBe Background Subtraction Algorithms Applied in Dynamic Background Scenes of Video Surveillance System
Comparative Analysis of GMM, KNN, and ViBe Background Subtraction Algorithms Applied in Dynamic Background Scenes of Video Surveillance System

Maryam A. Yasir; Yossra H. Ali

Volume 40, Issue 4 , April 2022, , Page 617-626

https://doi.org/10.30684/etj.v40i4.2154

Abstract
  Background subtraction is the most prominent technique applied in the domain of detecting moving objects. However, there is a wide range of different background subtraction models. ...  Read More ...
Quadratic Support Vector Machine and K-Nearest Neighbor Based Robust Sensor Fault Detection and Isolation
Quadratic Support Vector Machine and K-Nearest Neighbor Based Robust Sensor Fault Detection and Isolation

Ahmed M. Abed; Sabah A. Gitaffa; Abbas H. Issa

Volume 39, 5A , May 2021, , Page 859-869

https://doi.org/10.30684/etj.v39i5A.2002

Abstract
  Fault detection plays a serious role in high-cost and safety-critical processes. There are two main drivers for continuous improvement in the area of early detection of process faults ...  Read More ...
Visual Depression Diagnosis From Face Based on Various Classification Algorithms
Visual Depression Diagnosis From Face Based on Various Classification Algorithms

Sana A. Nasser; Ivan A. Hashim; Wisam H. Ali

Volume 38, 11A , November 2020, , Page 1717-1729

https://doi.org/10.30684/etj.v38i11A.1714

Abstract
  Most psychologists believe that facial behavior through depression differs from facial behavior in the absence of depression, so facial behavior can be utilized as a dependable indicator ...  Read More ...