4 papers
TERRA-CD: Multi-Temporal Framework for Multi-class and Semantic Change Detection
Omkar Oak, Rukmini Nazre, Rujuta Budke +1
Urban vegetation monitoring plays a vital role in understanding environmental changes, yet comprehensive datasets for this purpose remain limited. To address this gap, we present t…
A Temporal Convolutional Network-based Approach for Network Intrusion Detection
Rukmini Nazre, Rujuta Budke, Omkar Oak +2
Network intrusion detection is critical for securing modern networks, yet the complexity of network traffic poses significant challenges to traditional methods. This study proposes…
A Novel Multivariate Bi-LSTM model for Short-Term Equity Price Forecasting
Omkar Oak, Rukmini Nazre, Rujuta Budke +1
Prediction models are crucial in the stock market as they aid in forecasting future prices and trends, enabling investors to make informed decisions and manage risks more effective…
A Comparative Analysis of CNN-based Deep Learning Models for Landslide Detection
Omkar Oak, Rukmini Nazre, Soham Naigaonkar +2
Landslides inflict substantial societal and economic damage, underscoring their global significance as recurrent and destructive natural disasters. Recent landslides in northern pa…