AIMC Topic: Whales

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[Research on eye movement data classification using support vector machine with improved whale optimization algorithm].

Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi Apr 25, 2023
When performing eye movement pattern classification for different tasks, support vector machines are greatly affected by parameters. To address this problem, we propose an algorithm based on the improved whale algorithm to optimize support vector mac...
Algorithms Animals Eye Movements Support Vector Machine Whales
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Impact feature recognition method for non-stationary signals based on variational modal decomposition noise reduction and support vector machine optimized by whale optimization algorithm.

The Review of scientific instruments Dec 1, 2021
It is difficult to effectively distinguish the key information of non-stationary dynamic signals in many engineering applications, such as fault detection, geological exploration, and logistics transportation. To deal with this problem, a classificat...
Algorithms Animals Support Vector Machine Whales
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A multimodel deep learning algorithm to detect North Atlantic right whale up-calls.

The Journal of the Acoustical Society of America Aug 1, 2021
We present a new method of detecting North Atlantic Right Whale (NARW) upcalls using a Multimodel Deep Learning (MMDL) algorithm. A MMDL detector is a classifier that embodies Convolutional Neural Networks (CNNs) and Stacked Auto Encoders (SAEs) and ...
Neural Networks, Computer Algorithms Animals Deep Learning Acoustics Whales
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Robust North Atlantic right whale detection using deep learning models for denoising.

The Journal of the Acoustical Society of America Jun 1, 2021
This paper proposes a robust system for detecting North Atlantic right whales by using deep learning methods to denoise noisy recordings. Passive acoustic recordings of right whale vocalisations are subject to noise contamination from many sources, s...
Neural Networks, Computer Animals Deep Learning Noise Signal-To-Noise Ratio Whales
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