Bat algorithmGISSusceptibility mapThis study develops a machine learning method that hybridizes the Least Squares Support Vector Classification (LSSVC) and Bat Algorithm (BA), named as BA-LSSVC, for spatial prediction of shallow landslide. To construct and verify the hybrid method, a Geographic ...
Training neural networks particularly back propagation algorithm is a complex task of great importance in the field of supervised learning. One of the nature inspired meta-heuristic Bat algorithm is becoming a popular method in solving many complex optimization problems. Thus, this study investigates th...
By combining the echo data from the microphone and the image data from the time-of-flight camera, the team ‘trained’ their machine-learning algorithm over hundreds of repetitions to associate specific delays in the echoes with images. Eventually, the algorithm had learned enough to generate its...
Further improvements in feature selection will positively affect a wide array of applications in fields such as pattern recognition, machine learning, or signal processing. Bio-inspired method called Bat Algorithm hybridized with a Naive Bayes classifier has been presented in this work. The performance...
To address this challenge, Mac Aodha and colleagues built new bat-call-detection algorithms based on recent developments in machine learning. Their algorithm relies on supervised learning with deep convolutional neural networks (CNNs), allowing them to learn directly from audio data to automatically an...
2018.7-10 行业导师给学生制定了课程,对各个部门的职位和职能做深入了解,同时WST给学生提供资料包,讲座,加速了解进程。短期之内,帮学生确定好了software engineer的职位。之后就从Data Structure,Algorithm等方面开始提升skills,同时积极networking。 2018.11-2019.2 前期准备充分后,学生开始大量投递公司,在申请过程中和WST团...
Special Session at CEC2016 (WCCI2016) 25-29 July 2016, Vancouver, Canada Nature-inspired algorithms, especially swarm intelligence based algorithms, have become very popular in optimization and computational intelligence. New algorithms such as the bat algorithm and cuckoo search have demonstrated some ...
Through analyzing the returning echoes in the auditory system, bats can distinguish their environment and find preys. By continuously watching and concentrating on the abilities of bats, scientists have suggested different bat-inspired algorithms (i.e., bat algorithm (BA) and bat intelligence (BI) ...
In addition, the more the number of intervals used in the model, the better the accuracy of flood routing prediction achieved. Keywords: flood routing; Muskingum model; hydrologic models; improved bat algorithm; Wilson flood; Karahan flood
The only North American classifier to not just accept full-spectrum data, but to also perform data extraction and analysis using full-spectrum data processing. SonoBat renders high resolution sonograms of each call pulse to support the SonoBat intelligent call trending algorithm to extract full call...