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1
Comparison of Oversampling Techniques on Minority Data Using Imbalance Software Defect Prediction Dataset
Published 2024-11-01Subjects: “…software defect prediction…”
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2
Topic modeling-based prediction of software defects and root cause using BERTopic, and multioutput classifier
Published 2025-07-01Subjects: “…Software defect prediction (SDP)…”
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3
Naive Bayes Classification for Software Defect Prediction
Published 2024-08-01Subjects: Get full text
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4
Using active learning selection approach for cross-project software defect prediction
Published 2022-12-01Subjects: Get full text
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5
Empirical Analysis of Data Sampling-Based Decision Forest Classifiers for Software Defect Prediction
Published 2025-03-01Subjects: “…software defect prediction…”
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6
ABL-SMOTE: A Novel Resampling Method by Handling Noisy and Borderline Challenge for Imbalanced Dataset for Software Defect Prediction
Published 2025-01-01Subjects: “…Software defect prediction…”
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7
Understanding Software Defect Prediction Through eXplainable Neural Additive Models
Published 2025-01-01Subjects: “…Software defect prediction…”
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8
Cross-Project Defect Prediction: A Literature Review
Published 2022-01-01Subjects: “…Software defect prediction…”
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9
HSoMLSDP: A Hybrid Swarm-Optimized Machine Learning Framework for Software Defect Prediction
Published 2025-01-01Subjects: Get full text
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10
An Investigation Towards Resampling Techniques and Classification Algorithms on CM1 NASA PROMISE Dataset for Software Defect Prediction
Published 2024-10-01Subjects: “…software defect prediction…”
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11
Feature selection using a multi-strategy improved parrot optimization algorithm in software defect prediction
Published 2025-04-01Subjects: “…Software defect prediction…”
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12
Implementation of Chernobyl disaster optimizer based feature selection approach to predict software defects [version 2; peer review: 2 approved, 1 not approved]
Published 2024-12-01Subjects: “…Software Defect Prediction; Feature Selection; Wrapper approach; Chernobyl Disaster Optimizer…”
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13
Improving with Hybrid Feature Selection in Software Defect Prediction
Published 2024-04-01Subjects: “…software defect prediction…”
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14
PREDICTION OF SOFTWARE ANOMALIES METHODS BASED ON ENSEMBLE LEARNING METHODS
Published 2025-07-01Subjects: Get full text
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15
Prediction and Correction of Software Defects in Message-Passing Interfaces Using a Static Analysis Tool and Machine Learning
Published 2023-01-01Subjects: Get full text
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16
Software Defects Identification: Results Using Machine Learning and Explainable Artificial Intelligence Techniques
Published 2023-01-01Subjects: “…Software defect prediction…”
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18
A Novel Ensemble Classifier Selection Method for Software Defect Prediction
Published 2025-01-01Subjects: Get full text
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19
A systematic review on AI based class imbalance handling in software defect prediction
Published 2025-09-01Subjects: “…Software defect prediction…”
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20
Metric-based defect prediction from class diagram
Published 2025-09-01Subjects: “…Software defect prediction…”
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