Search Results

Data Augmentation with Variational Autoencoder for Imbalanced Dataset

• Authors : Stocksieker, Samuel; Pommeret, Denys; Charpentier, Arthur

Subjects: Computer Science - Machine Learning

Record details

Optimizing Kernel Transformations to Handle Binary Class Imbalanced Dataset Classification.

• Authors : Patel, Vaibhavi^1,2 (AUTHOR) ; Bhavsar, Hetal¹ (AUTHOR)

• Source: Applied Artificial Intelligence. 2024, Vol. 38 Issue 1, p1-14. 14p.

Record details

A Ghost-Attention Network for Discriminating Tectonic and Non-Tectonic Events on a Small and Imbalanced Dataset

• Authors : Xinliang Liu; Tao Ren; Hongfeng Chen

Subjects: Seismic event discrimination; ghost module; convolutional block attention module

• Source: IEEE Access, Vol 12, Pp 68453-68462 (2024)

Record details

Distance Rank Score: Unsupervised filter method for feature selection on imbalanced dataset

• Authors : Firdova, Katarina; Labart, Céline; Martel, Arthur

Subjects: Statistics - Machine Learning; Computer Science - Machine Learning

Record details

NLP-LTU at SemEval-2023 Task 10: The Impact of Data Augmentation and Semi-Supervised Learning Techniques on Text Classification Performance on an Imbalanced Dataset

• Authors : Al-Azzawi, Sana Sabah; Kovács, György; Nilsson, Filip

Subjects: Computer Science - Computation and Language

Record details

Predicting the T790M mutation in non-small cell lung cancer (NSCLC) using brain metastasis MR radiomics: a study with an imbalanced dataset

• Authors : Wen-Feng Wu; Kuan-Ming Lai; Chia-Hung Chen

Subjects: Radiomics; Machine learning; Imbalanced data

• Source: Discover Oncology, Vol 15, Iss 1, Pp 1-11 (2024)

Record details

NLP-LTU at SemEval-2023 Task 10: The Impact of Data Augmentation and Semi-Supervised Learning Techniques on Text Classification Performance on an Imbalanced Dataset

• Authors : Al-Azzawi, Sana; Kovács, György, 1984; Nilsson, Filip

Subjects: Machine Learning; Maskininlärning

• Source: 17th International Workshop on Semantic Evaluation, SemEval 2023. :1421-1427

Record details

Enhancing severe hypoglycemia prediction in type 2 diabetes mellitus through multi-view co-training machine learning model for imbalanced dataset.

• Authors : Agraz, Melih^1,2,3 (AUTHOR); Deng, Yixiang^4,5 (AUTHOR); Karniadakis, George Em^1,6 (AUTHOR)

• Source: Scientific Reports. 9/30/2024, Vol. 14 Issue 1, p1-12. 12p.

Record details

Developing Financial Distress Prediction Models Based on Imbalanced Dataset:Random Undersampling and Clustering Based Undersampling Approaches.

• Authors : Ghomi, Seyed Behrooz Razavi¹; Mehrazin, Alireza¹ ; Shoorvarzi, Mohammadreza¹

• Source: Advances in Mathematical Finance & Applications. Summer2024, Vol. 9 Issue 3, p737-762. 26p.

Record details

Robust password security: a genetic programming approach with imbalanced dataset handling.

• Authors : Andelić, Nikola¹ (AUTHOR) ; Baressi S̆egota, Sandi¹ (AUTHOR); Car, Zlatan¹ (AUTHOR)

• Source: International Journal of Information Security. Jun2024, Vol. 23 Issue 3, p1761-1786. 26p.

Record details