Yan Ma

Streaming Remote Sensing Data Processing for the Future Smart Cities

2016 · International Journal of Distributed Systems and Technologies

The explosion of data and the increase in processing complexity, together with the increasing needs of real-time processing and concurrent data access, make remote sensing data streaming processing a wide research area to study. This …

Term-based pooling in convolutional neural networks for text classification

2020 · China Communications

To achieve good results in convolutional neural networks (CNN) for text classification task, term-based pooling operation in CNNs is proposed. Firstly, the convolution results of several convolution kernels are combined by this method, and then …

Tracking of Underwater Maneuvering Target via M-SIMMUKF Algorithm

2019

For localizing and tracking of an underwater maneuvering target by sonobuoys, a novel algorithm is proposed based on the scalar weight interactive multiple model (SIMM) and the unscented Kalman filter (UKF). Firstly, the SIMMUKF algorithm …

Evolutionary Action Selection for Gradient-based Policy Learning

2022 · arXiv (Cornell University)

Evolutionary Algorithms (EAs) and Deep Reinforcement Learning (DRL) have recently been integrated to take the advantage of the both methods for better exploration and exploitation.The evolutionary part in these hybrid methods maintains a population of …

Automated Runtime Verification of Security for E-Commerce Smart Contracts

2025 · Journal of theoretical and applied electronic commerce research

As a novel decentralized computing paradigm, blockchain is expected to disrupt the existing e-commerce architecture and process. Secure smart contracts are the crucial foundation for e-commerce based on blockchain. However, vulnerabilities in smart contracts occur …