Search Results - (( defect classification model algorithm ) OR ( code classification problem algorithm ))
Search alternatives:
- classification problem »
- defect classification »
- classification model »
- code classification »
- problem algorithm »
- model algorithm »
-
1
Evaluation of the Transfer Learning Models in Wafer Defects Classification
Published 2022Get full text
Get full text
Get full text
Conference or Workshop Item -
2
Software defect prediction framework based on hybrid metaheuristic optimization methods
Published 2015“…The classification algorithm is a popular machine learning approach for software defect prediction. …”
Get full text
Get full text
Get full text
Thesis -
3
The formulation of a transfer learning pipeline for the classification of the wafer defects
Published 2023“…Automated processes have been used commonly in recent years, with the judgement done by using conventional image processing algorithm. However, limitations such as robustness and difficulty in setting up the parameters required for image processing algorithm encourages the investigation in using Deep learning classification in detecting the wafer defects. …”
Get full text
Get full text
Thesis -
4
Cross-project software defect prediction
Published 2022“…In this work, five research questions covering the classification algorithms, dataset, independent variables, performance evaluation metrics used in CPDP studies, and as well as the performance of individual machine learning classification algorithms in predicting software defects across different software projects were addressed accordingly. …”
Get full text
Get full text
Article -
5
Machine learning application for concrete surface defects automatic damage classification
Published 2024“…Therefore, a Machine Learning classifier for concrete surface defect classification using the Discriminant Analysis Classifier was introduced to more accurately extract the types of concrete surface defects information from the digital images. …”
Get full text
Get full text
Get full text
Article -
6
Evolutionary Fuzzy ARTMAP Neural Networks for Classification of Semiconductor Defects
Published 2014“…In particular, both the FAM models and hybrid genetic algorithms are integrated in the proposed evolutionary artificial neural networks (EANNs) to classify an imbalanced data set. …”
Get full text
Get full text
Get full text
Article -
7
-
8
Classification of metal screw defect detection using FOMO on edge impulse / Muhammad Imran Daing
Published 2025Get full text
Get full text
Student Project -
9
Identifying Damage Types in Solar Panels Through Surface Image Analysis with Naive Bayes
Published 2024“…This work illustrates the potential of statistical feature extraction approaches for defect classification, while emphasizing the necessity for future improvements to boost the efficacy of feature extraction and classification techniques in practical applications.…”
Get full text
Get full text
Get full text
Journal -
10
Automated mold defects classification in paintings: a comparison of machine learning and rule-based techniques.
Published 2025“…Subsequently, these regions are classified as mold defects using either morphological filtering or machine learning models such as Classification and Regression Trees (CART) and Linear Discriminant Analysis (LDA). …”
Get full text
Get full text
Get full text
Article -
11
Heart sound diagnosis using nonlinear ARX model / Noraishah Shamsuddin
Published 2011“…This thesis presents a research work on a diagnosis system for heart sound based on nonlinear ARX (NARX) model. The system uses neural network for model estimation and classification of several heart diseases. …”
Get full text
Get full text
Thesis -
12
Object-Oriented Programming semantics representation utilizing agents
Published 2011“…Novices tend to refer to source codes examples and adapt the source codes to the problem given in their assignments. …”
Get full text
Get full text
Get full text
Article -
13
Scene classification for aerial images based on CNN using sparse coding technique
Published 2017“…Recent developments include several approaches and numerous algorithms address the task. This article proposes a convolutional neural network (CNN) approach that utilizes sparse coding for scene classification applicable for HRRS unmanned aerial vehicle (UAV) and satellite imagery. …”
Get full text
Get full text
Article -
14
Identification of weld defect through the application of denoising method to the sound signal acquired during pulse mode laser welding
Published 2023“…The root-mean-square and spectral entropy of both unfiltered and filtered signals were extracted, and classification models were developed using these data sets. …”
Get full text
Get full text
Get full text
Get full text
Article -
15
Maldroid- attribute selection analysis for malware classification
Published 2019“…Hence, the objective of this paper is to find the most effective and efficient attribute selection and classification algorithm in malware detection. Moreover, in order to get the best combination between attribute selection and classification algorithm, eight attributes selection and seven categories machine learning algorithm are applied in this study. …”
Get full text
Get full text
Get full text
Article -
16
Scene classification for aerial images based on CNN using sparse coding technique
Published 2023Article -
17
Heart sound diagnosis using nonlinear arx model / Noraishah Shamsuddin
Published 2012“…This thesis presents a research work on a diagnosis system for heart sound based on nonlinear ARX (NARX) model. The system uses neural network for model estimation and classification of several heart diseases. …”
Get full text
Get full text
Book Section -
18
Low altitude multispectral mapping for road defect detection
Published 2021“…Pothole’s defect is major damages indicated the road condition visually, and the structural defects due to some potential causes. …”
Get full text
Get full text
Get full text
Article -
19
-
20