Search
Now showing items 1-6 of 6
A survey of modern deep learning based object detection models
(Elsevier, 2022-06-30)
Object Detection is the task of classification and localization of objects in an image or video. It has gained prominence in recent years due to its widespread applications. This article surveys recent developments in deep ...
Shallow and deep learning approaches for network intrusion alert prediction.
(Elsevier, 2020)
The ever-increasing frequency and intensity of intrusion attacks on computer networks worldwide has necessitated intense research efforts towards the design of attack detection and prediction mechanisms. While there are a ...
Low-cost gaze detection with real-time ocular movements using coordinate-convolutional neural networks
(United Kingdom Simulation Society, 2019-10)
Detection of ocular-movements unfolds various possibilities in computer vision but requires large datasets, expensive hardware and computational power. Prior research substantiates the belief that Convolutional Neural ...
An ensemble machine learning method for microplastics identification with FTIR spectrum
(Elsevier, 2022-06-20)
Microplastics (MPs) (size < 5 mm) marine pollution have been investigated and monitored by many researchers
and found in many coasts around the world. These toxic chemicals make their way into human diet through food ...
GRU-based deep learning approach for network intrusion alert prediction
(Elsevier, 2021-11)
The exponential growth in the number of cyber attacks in the recent past has necessitated active research on network intrusion detection, prediction and mitigation systems. While there are numerous solutions available for ...
Convergence of machine learning and robotics communication in collaborative assembly: mobility, connectivity and future perpectives.
(Springer, 2019-10-16)
Collaborative assemblies of robots are promising the next generation of robot applications by ensuring that safe and reliable robots work collectively toward a common goal. To maintain this collaboration
and harmony, ...