Maloy Kumar Devnath
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View article: Modeling Heterogeneity across Varying Spatial Extents: Discovering Linkages between Sea Ice Retreat and Ice Shelve Melt in the Antarctic
Modeling Heterogeneity across Varying Spatial Extents: Discovering Linkages between Sea Ice Retreat and Ice Shelve Melt in the Antarctic Open
Spatial phenomena often exhibit heterogeneity across spatial extents and in proximity, making them complex to model-especially in dynamic regions like ice shelves and sea ice. In this study, we address this challenge by exploring the linka…
View article: Impact of increased anthropogenic Amazon wildfires on Antarctic Sea ice melt via albedo reduction
Impact of increased anthropogenic Amazon wildfires on Antarctic Sea ice melt via albedo reduction Open
This study shows the impact of black carbon (BC) aerosol atmospheric rivers (AAR) on the Antarctic Sea ice retreat. We detect that a higher number of BC AARs arrived in the Antarctic region due to increased anthropogenic wildfire activitie…
View article: Shielding privacy: a technique of extenuating composition attacks in various independent data publication
Shielding privacy: a technique of extenuating composition attacks in various independent data publication Open
Protecting personal information from unauthorized access is a critical concern for individuals. However, the accumulation of confidential information by various organizations, such as banks and hospitals, for regular communication creates …
View article: An Adam based CNN and LSTM approach for sign language recognition in real time for deaf people
An Adam based CNN and LSTM approach for sign language recognition in real time for deaf people Open
Hand gestures and sign language are crucial modes of communication for deaf individuals. Since most people can't understand sign language, it's hard for a mute and an average person to talk to each other. Because of technological progress,…
View article: GCNIDS: Graph Convolutional Network-Based Intrusion Detection System for CAN Bus
GCNIDS: Graph Convolutional Network-Based Intrusion Detection System for CAN Bus Open
The Controller Area Network (CAN) bus serves as a standard protocol for facilitating communication among various electronic control units (ECUs) within contemporary vehicles. However, it has been demonstrated that the CAN bus is susceptibl…
View article: HeteroEdge: Addressing Asymmetry in Heterogeneous Collaborative Autonomous Systems
HeteroEdge: Addressing Asymmetry in Heterogeneous Collaborative Autonomous Systems Open
Gathering knowledge about surroundings and generating situational awareness for IoT devices is of utmost importance for systems developed for smart urban and uncontested environments. For example, a large-area surveillance system is typica…
View article: A Systematic Study on Object Recognition Using Millimeter-wave Radar
A Systematic Study on Object Recognition Using Millimeter-wave Radar Open
Due to its light and weather-independent sensing, millimeter-wave (MMW) radar is essential in smart environments. Intelligent vehicle systems and industry-grade MMW radars have integrated such capabilities. Industry-grade MMW radars are ex…