KUMAR RAJNISH

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Publications (39)

• Fully automated crater detection based on the tree-structured parzen estimator sampler technique
  Planetary and Space Science 2026 DOI: 10.1016/j.pss.2026.106242
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• A comparison of single-stage and two-stage based crater detectors on the lunar surface
  Earth Science Informatics 2026 DOI: 10.1007/s12145-025-02066-7
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• Multi-scale feature pyramid-based crater detection on lunar surface
  Earth Science Informatics 2025 DOI: 10.1007/s12145-025-01818-9
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• Software fault prediction with imbalanced datasets using SMOTE-Tomek sampling technique and Genetic Algorithm models
  Multimedia Tools and Applications 2023 DOI: 10.1007/s11042-023-16788-7
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• Effectiveness of Ensemble Classifier Over State-Of-Art Machine Learning Classifiers for Predicting Software Faults in Software Modules
  2023 DOI: 10.1007/978-981-19-5868-7_7
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• A cognitive and neural network approach for software defect prediction
  Journal of Intelligent and Fuzzy Systems 2022 DOI: 10.3233/JIFS-220497
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• A novel convolutional neural network model to predict software defects
  Fundamentals and Methods of Machine and Deep Learning: Algorithms, Tools, and Applications 2022 DOI: 10.1002/9781119821908.ch9
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• Cognitive Complexity and Graph Convolutional Approach Over Control Flow Graph for Software Defect Prediction
  IEEE Access 2022 DOI: 10.1109/ACCESS.2022.3213844
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• Impact of Parameter Tuning for Optimizing Deep Neural Network Models for Predicting Software Faults
  Scientific Programming 2021 DOI: 10.1155/2021/6662932
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• Applying cognitive and neural network approach over control flow graph for software defect prediction
  ACM International Conference Proceeding Series 2021 DOI: 10.1145/3474124.3474127
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