Suja A. Alex

Deep LSTM Model for Diabetes Prediction with Class Balancing by SMOTE

Suja A. Alex, N. Z. Jhanjhi, Mamoona Humayun et al. · Electronics · 2022 · 97 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +17

Deep convolutional neural network for diabetes mellitus prediction

Suja A. Alex, J. Jesu Vedha Nayahi, Harold D. Shine et al. · Neural Computing and Applications · 2021 · 76 citations

Convolutional Neural Network, Engineering, Machine Learning +3

Deep convolutional neural networks with genetic algorithm-based synthetic minority over-sampling technique for improved imbalanced data classification

Suja A. Alex, J. Jesu Vedha Nayahi, Sanaa Kaddoura · Applied Soft Computing · 2024 · 34 citations

Data Classification, Data Augmentation, Engineering +7

Classification of Imbalanced Data Using SMOTE and AutoEncoder Based Deep Convolutional Neural Network

Suja A. Alex, J. Jesu Vedha Nayahi · International Journal of Uncertainty Fuzziness and Knowledge-Based Systems · 2023 · 20 citations

Data Classification, Data Augmentation, Imbalance Ratio +15

Arabic spam tweets classification using deep learning

Sanaa Kaddoura, Suja A. Alex, Maher Itani et al. · Neural Computing and Applications · 2023 · 17 citations

Natural Language Processing, Abuse Detection, Spam Filtering +8