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Jie Xie

Handcrafted features and late fusion with deep learning for bird sound classification
2019 · Jie Xie, Mingying Zhu · Ecological Informatics · 101
Investigation of nearby monitoring station for hourly PM2.5 forecasting using parallel multi-input 1D-CNN-biLSTM
2022 · Mingying Zhu, Jie Xie · Expert Systems with Applications · 67
Using multi-label classification for acoustic pattern detection and assisting bird species surveys
2016 · Liang Zhang, Michael Towsey, et al. · Applied Acoustics · 62
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Maneuver-Based Driving Behavior Classification Based on Random Forest
2019 · Jie Xie, Mingying Zhu · IEEE Sensors Letters · 53
Driving Maneuver Classification: A Comparison of Feature Extraction Methods
2017 · Jie Xie, Allaa R. Hilal, et al. · IEEE Sensors Journal · 51
CNN-based driving maneuver classification using multi-sliding window fusion
2020 · Jie Xie, Kai Hu, et al. · Expert Systems with Applications · 50
Bioacoustic signal classification in continuous recordings: Syllable-segmentation vs sliding-window
2020 · Jie Xie, Kai Hu, et al. · Expert Systems with Applications · 46
Investigation of acoustic and visual features for acoustic scene classification
2019 · Jie Xie, Mingying Zhu · Expert Systems with Applications · 44
Acoustic classification of Australian anurans using syllable features
2015 · Jie Xie, Michael Towsey, et al. · IEEE International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP) · 44
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Acoustic classification of Australian frogs based on enhanced features and machine learning algorithms
2016 · Jie Xie, Michael Towsey, et al. · Applied Acoustics · 43
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Robust scientific text classification using prompt tuning based on data augmentation with L2 regularization
2023 · Shijun Shi, Kai Hu, et al. · Information Processing & Management · 41
An intelligent system for estimating frog community calling activity and species richness
2017 · Jie Xie, Michael Towsey, et al. · Ecological Indicators · 37
Adaptive frequency scaled wavelet packet decomposition for frog call classification
2016 · Jie Xie, Michael Towsey, et al. · Ecological Informatics · 36
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On loss functions and CNNs for improved bioacoustic signal classification
2021 · Jie Xie, Kai Hu, et al. · Ecological Informatics · 34
Overview on Wavelet Image Denoising
2002 · Jie Xie · 31
Sliding-window based scale-frequency map for bird sound classification using 2D- and 3D-CNN
2022 · Jie Xie, Mingying Zhu · Expert Systems with Applications · 29
Frog call classification: a survey
2016 · Jie Xie, Michael Towsey, et al. · Artificial Intelligence Review · 28
Fusion-based speech emotion classification using two-stage feature selection
2023 · Jie Xie, Mingying Zhu, et al. · Speech Communication · 21
Acoustic classification of frog within-species and species-specific calls
2017 · Jie Xie, Karlina Indraswari, et al. · Applied Acoustics · 21
Acoustic Classification of Bird Species Using an Early Fusion of Deep Features
2023 · Jie Xie, Mingying Zhu · Birds · 20
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Frog calling activity detection using lightweight CNN with multi-view spectrogram: A case study on Kroombit tinker frog
2021 · Jie Xie, Mingying Zhu, et al. · Machine Learning with Applications · 19
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Application of image processing techniques for frog call classification
2015 · Jie Xie, Michael Towsey, et al. · Proceedings - International Conference on Image Processing · 19
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Detecting Frog Calling Activity Based on Acoustic Event Detection and Multi-label Learning
2016 · Jie Xie, Towsey Michael, et al. · Procedia Computer Science · 18
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Driver Distraction Recognition Based on Smartphone Sensor Data
2018 · Jie Xie, Allaa R. Hilal, et al. · Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics · 17
Acoustic Feature Extraction Using Perceptual Wavelet Packet Decomposition for Frog Call Classification
2015 · Jie Xie, Michael Towsey, et al. · IEEE International Conference on eScience · 12
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Works count: 55
Citation count: 1,051
H-index: 20
I10-index: 30
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