| Image Classification Using Convolutional Neural Networks KPS Deepika Jaswal, Sowmya.V International Journal of Advancements in Research & Technology 3 (6), 1661-1668, 2014 | 149* | 2014 |
| EfficientNet convolutional neural networks-based Android malware detection P Yadav, N Menon, V Ravi, S Vishvanathan, TD Pham Computers & Security 115, 102622, 2022 | 119 | 2022 |
| Effect of data pre-processing on brain tumor classification using capsulenet R Vimal Kurup, V Sowmya, KP Soman ICICCT 2019–System reliability, quality control, safety, maintenance and …, 2020 | 85 | 2020 |
| Lung-GANs: unsupervised representation learning for lung disease classification using chest CT and X-ray images P Yadav, N Menon, V Ravi, S Vishvanathan IEEE Transactions on Engineering Management 70 (8), 2774-2786, 2021 | 78 | 2021 |
| Indian car number plate recognition using deep learning RN Babu, V Sowmya, KP Soman 2019 2nd international conference on intelligent computing, instrumentation …, 2019 | 73 | 2019 |
| Explainable deep learning-based approach for multilabel classification of electrocardiogram M Ganeshkumar, V Ravi, V Sowmya, EA Gopalakrishnan, KP Soman IEEE Transactions on Engineering Management 70 (8), 2787-2799, 2021 | 67 | 2021 |
| Breast cancer classification using capsule network with preprocessed histology images MA Anupama, V Sowmya, KP Soman 2019 International conference on communication and signal processing (ICCSP …, 2019 | 67 | 2019 |
| Deep convolutional neural network based image spam classification S Srinivasan, V Ravi, V Sowmya, M Krichen, DB Noureddine, S Anivilla, ... 2020 6th conference on data science and machine learning applications (CDMA …, 2020 | 66 | 2020 |
| Performance analysis of NASNet on unconstrained ear recognition K Radhika, K Devika, T Aswathi, P Sreevidya, V Sowmya, KP Soman Nature inspired computing for data science, 57-82, 2020 | 59 | 2020 |
| AI based rice leaf disease identification enhanced by Dynamic Mode Decomposition KM Sudhesh, V Sowmya, S Kurian, OK Sikha Engineering Applications of Artificial Intelligence 120, 105836, 2023 | 53 | 2023 |
| Significance of incorporating chrominance information for effective color-to-grayscale image conversion V Sowmya, D Govind, KP Soman Signal, Image and Video Processing 11, 129-136, 2017 | 52 | 2017 |
| Deep learning architectures for land cover classification using red and near-infrared satellite images. A Unnikrishnan, V Sowmya, KP Soman Multimedia Tools & Applications 78 (13), 2019 | 50 | 2019 |
| A two‐stage deep learning framework for image‐based android malware detection and variant classification P Yadav, N Menon, V Ravi, S Vishvanathan, TD Pham Computational Intelligence 38 (5), 1748-1771, 2022 | 47 | 2022 |
| Multi-scale learning based malware variant detection using spatial pyramid pooling network S Sriram, R Vinayakumar, V Sowmya, M Alazab, KP Soman IEEE INFOCOM 2020-IEEE conference on computer communications workshops …, 2020 | 38 | 2020 |
| Dimensionality reduction using band selection technique for kernel based hyperspectral image classification R Reshma, V Sowmya, KP Soman Procedia Computer Science 93, 396-402, 2016 | 34 | 2016 |
| Dependency of various color and intensity planes on CNN based image classification R Sachin, V Sowmya, D Govind, KP Soman Advances in Signal Processing and Intelligent Recognition Systems …, 2018 | 33 | 2018 |
| Deep AlexNet with reduced number of trainable parameters for satellite image classification A Unnikrishnan, V Sowmya, KP Soman Procedia computer science 143, 931-938, 2018 | 33 | 2018 |
| Land cover satellite image classification using ndvi and simplecnn TT Sasidhar, K Sreelakshmi, MT Vyshnav, V Sowmya, KP Soman 2019 10th International Conference on Computing, Communication and …, 2019 | 31 | 2019 |
| Explainable artificial intelligence for heart rate variability in ECG signal K Sanjana, V Sowmya, EA Gopalakrishnan, KP Soman Healthcare Technology Letters 7 (6), 146, 2020 | 30 | 2020 |
| Capsule network for plant disease and plant species classification RV Kurup, MA Anupama, R Vinayakumar, V Sowmya, KP Soman Computational Vision and Bio-Inspired Computing: ICCVBIC 2019, 413-421, 2020 | 30 | 2020 |
