Birdsong classification based on ensemble multi-scale convolutional neural network
J Liu, Y Zhang, D Lv, J Lu, S Xie, J Zi, Y Yin, H Xu - Scientific Reports, 2022 - nature.com
With the intensification of ecosystem damage, birds have become the symbolic species of the
ecosystem. Ornithology with interdisciplinary technical research plays a great significance …
ecosystem. Ornithology with interdisciplinary technical research plays a great significance …
A new improved maximal relevance and minimal redundancy method based on feature subset
S Xie, Y Zhang, D Lv, X Chen, J Lu, J Liu - The Journal of supercomputing, 2023 - Springer
Feature selection plays a very significant role for the success of pattern recognition and data
mining. Based on the maximal relevance and minimal redundancy (mRMR) method, …
mining. Based on the maximal relevance and minimal redundancy (mRMR) method, …
Optimization of urban heat effect mitigation based on multi-type ant colony algorithm
Y Zhang, X Chen, D Lv, Y Zhang - Applied Soft Computing, 2021 - Elsevier
The urban heat effect brings with a series of challenges for urban ecology and population
health. In order to mitigate the adverse impacts of the urban heat effect quantitatively and …
health. In order to mitigate the adverse impacts of the urban heat effect quantitatively and …
[HTML][HTML] Multi-view features fusion for birdsong classification
S Xie, J Lu, J Liu, Y Zhang, D Lv, X Chen, Y Zhao - Ecological Informatics, 2022 - Elsevier
Since birds are members of ecosystem which can be assumed as monitors of ecological
environment. Bird recognition, especially birdsong recognition, has attracted more and more …
environment. Bird recognition, especially birdsong recognition, has attracted more and more …
Applications of machine learning in pine nuts classification
B Huang, J Liu, J Jiao, J Lu, D Lv, J Mao, Y Zhao… - Scientific Reports, 2022 - nature.com
Pine nuts are not only the important agent of pine reproduction and afforestation, but also
the commonly consumed nut with high nutritive values. However, it is difficult to distinguish …
the commonly consumed nut with high nutritive values. However, it is difficult to distinguish …
[HTML][HTML] Classification of birdsong spectrograms based on DR-ACGAN and dynamic convolution
Y Fu, C Yu, Y Zhang, D Lv, Y Yin, J Lu, D Lv - Ecological Informatics, 2023 - Elsevier
Birdsongs are highly valuable for bird studies as they provide insights into various aspects
such as species distribution, population structures, and habitat. Recognizing birdsongs plays …
such as species distribution, population structures, and habitat. Recognizing birdsongs plays …
[HTML][HTML] Improved broad learning system for birdsong recognition
J Lu, Y Zhang, D Lv, S Xie, Y Fu, D Lv, Y Zhao, Z Li - Applied Sciences, 2023 - mdpi.com
Birds play a vital and indispensable role in biodiversity and environmental conservation.
Protecting bird diversity is crucial for maintaining the balance of nature, promoting ecosystem …
Protecting bird diversity is crucial for maintaining the balance of nature, promoting ecosystem …
Birdsongs recognition based on ensemble ELM with multi-strategy differential evolution
S Xie, Y Zhang, D Lv, H Xu, J Liu, Y Yin - Scientific Reports, 2022 - nature.com
Birds are a kind of environmental indicator organism, which can reflect the changes in the
ecological environment and biodiversity, and recognition of birdsongs can further help …
ecological environment and biodiversity, and recognition of birdsongs can further help …
Path planning based on firefly algorithm and Bezier curve
B Li, L Liu, Q Zhang, D Lv, Y Zhang… - … on information and …, 2014 - ieeexplore.ieee.org
A novel planning algorithm based on firefly algorithm (FA) and Bezier curve is presented to
locate the shortest feasible (collision-free) path, in this paper. FA is employed to locate the …
locate the shortest feasible (collision-free) path, in this paper. FA is employed to locate the …
Layered convolutive nonnegative matrix factorization for speech separation
W Yao, D Lv, X Huang, J Zi, M Gao, R Xi… - Journal of Physics …, 2022 - iopscience.iop.org
Nonnegative matrix factorization (NMF) has attracted significant attention for its good performance
in single-channel speech separation. The improved algorithms of NMF have become …
in single-channel speech separation. The improved algorithms of NMF have become …