IEEE

PGDTA: Predicting Drug-Target Affinity Using Three-Dimensional Structure of Protein Pocket and Graph Neural Network

Abstract: Drug-Target Affinity (DTA) prediction plays a crucial role in drug discovery, and accurate DTA prediction can significantly reduce the cost of drug development. While most studies focus on ...
IEEE

Optimizing Traffic Management in Airborne Power Line Communication Networks: A Credit-Based Shaping Approach Using Network Calculus

Abstract: As the aviation industry progresses towards More Electric Aircraft (MEA), the demand for robust and efficient data communication systems intensifies. Traditional fieldbus systems are ...
IEEE

Enhancing AAV-Based Industrial Systems With Cognitive IoT: Detecting AI-Manipulated Visual Data Using Graph-Based Methods

Abstract: The integration of Cognitive Internet of Things (IoT) sensors with autonomous aerial vehicles (AAVs) has transformed industrial sectors, such as monitoring, logistics, and infrastructure ...
IEEE

Forecasting Nutrient Flows using Terrain Elevation-aware Spatial-Temporal Graph Neural Networks

Abstract: Spatiotemporal graph neural networks (STGNNs) have been adopted for predictive analysis in various scientific domains. Despite their promising performance, the dominance of big ...
IEEE

Power Transmission Line Inspection Using Unmanned Aerial Vehicle - A Review

Abstract: In recent years unmanned aerial vehicles are used in various inspection applications like construction operations, turbine, sewage water treatment, wind mill, power lines etc. In this study ...
The Financial Express

Meet Shubham Goel: Indian-origin Stanford graduate behind $600 Million firm

After graduating early from Stanford, Shubham Goel and Ray Zhou co-founded Affinity, turning professional networks into a $500M relationship intelligence platform ...
IEEE

Enhancing Knowledge Graph Completion with Retrieval-Augmented Generation Using Large Language Models

Abstract: Knowledge Graphs (KGs) play a critical role in organizing structured data for applications such as semantic search, recommendation systems, and Artificial Intelligence (AI) analytics.
IEEE

New Approaches for Network Topology Optimization Using Deep Reinforcement Learning and Graph Neural Network

Abstract: The exponential growth in Internet-connected devices has escalated the demand for optimized network topologies to ensure high performance. Traditional optimization methods often fall short ...
IEEE

A Comprehensive Framework for Accident Detection and Risk Assessment Using CNN and Graph-Based Analytics

Abstract: This proposed work introduces a comprehensive accident detection and risk assessment system that coordinate the strengths of Convolutional Neural Networks (CNNs) and a graph-based analytical ...
IEEE

Trajectory Smoothing Using GNSS/PDR Integration via Factor Graph Optimization in Urban Canyons

Abstract: Smooth and accurate global navigation satellite system (GNSS) positioning for pedestrians in urban canyons is still a challenge due to the multipath effects and the nonline-of-sight (NLOS) ...