Year : 2025
A Hyper-Optimized Weighted Ensemble Model for Pneumonia Detection Using ConvNeXt, Swin Transformer, and EfficientNetV2
Cite this Research Publication : Jerin K John, Abhiram Manoharan, Deepa G, A Hyper-Optimized Weighted Ensemble Model for Pneumonia Detection Using ConvNeXt, Swin Transformer, and EfficientNetV2, 2025 4th International Conference on Advances in Computing, Communication, Embedded and Secure Systems (ACCESS), IEEE, 2025, https://doi.org/10.1109/access65134.2025.11135830
Publisher : IEEE
Year : 2025
Sentiment analysis in WhatsApp chats: A deep learning approach using Bi-LSTM-Attention mechanism and encoder-decoder models
Cite this Research Publication : Aleena Rajesh, Sruthi Pookaithayil Manoharan, Deepa Gopinathan, Sentiment analysis in WhatsApp chats: A deep learning approach using Bi-LSTM-Attention mechanism and encoder-decoder models, AIP Conference Proceedings, AIP Publishing, 2025, https://doi.org/10.1063/5.0247621
Publisher : AIP Publishing
Year : 2025
Synthesizing strengths: A comprehensive ensemble approach for fake instagram profile detection using ensemble model and stratified K-fold validation
Cite this Research Publication : Nilha Kalariparambil Subair, Nourin Nizar, Deepa Gopinathan, Synthesizing strengths: A comprehensive ensemble approach for fake instagram profile detection using ensemble model and stratified K-fold validation, AIP Conference Proceedings, AIP Publishing, 2025, https://doi.org/10.1063/5.0248446
Publisher : AIP Publishing
Year : 2023
Comparative Study on Sentiment Analysis in Image-Based Memes
Cite this Research Publication : G Niranjana, P Vyshnavi, K R Sreelakshmi, G Deepa, Comparative Study on Sentiment Analysis in Image-Based Memes, 2023 9th International Conference on Smart Computing and Communications (ICSCC), IEEE, 2023, https://doi.org/10.1109/icscc59169.2023.10334945
Publisher : IEEE
Year : 2023
YouTube Spam Comment Detection
Cite this Research Publication : Anu Antony, Anusha Rajendran, G. Deepa, YouTube Spam Comment Detection, Lecture Notes in Electrical Engineering, Springer Nature Singapore, 2023, https://doi.org/10.1007/978-981-99-1410-4_32
Publisher : Springer Nature Singapore
Year : 2021
Real-Time Emotion Recognition from Facial Expressions Using Convolutional Neural Network with Fer2013 Dataset
Cite this Research Publication : V. S. Amal, Sanjay Suresh, G. Deepa, Real-Time Emotion Recognition from Facial Expressions Using Convolutional Neural Network with Fer2013 Dataset, Smart Innovation, Systems and Technologies, Springer Singapore, 2021, https://doi.org/10.1007/978-981-16-3675-2_41
Publisher : Springer Singapore
Year : 2021
Software Effort Estimation Using Genetic Algorithms with the Variance-Accounted-For (VAF) and the Manhattan Distance
Cite this Research Publication : K. P. Mohamed Shabeer, S. I. Unni Krishnan, G. Deepa, Software Effort Estimation Using Genetic Algorithms with the Variance-Accounted-For (VAF) and the Manhattan Distance, Smart Innovation, Systems and Technologies, Springer Singapore, 2021, https://doi.org/10.1007/978-981-16-3675-2_32
Publisher : Springer Singapore