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ORCIDJie Xie 0001
Person information
- affiliation: Nanjing Normal University, School of Computer and Electronic Information, School of Artificial Intelligence, China
- affiliation: Jiangnan University, School of Internet of Things Engineering, Wuxi, China
- affiliation: University of Waterloo, Department of Electrical and Computer Engineering, ON, Canada
- affiliation (PhD 2016): Queensland University of Technology (QUT), Faculty of Science and Technology, Department of electrical engineering and computer science, Brisbane, QLD, Australia
Other persons with the same name
- Jie Xie — disambiguation page
- Jie Xie 0002
![[0000-0002-4710-4275]](https://dblp.org/img/orcid-mark.12x12.png "0000-0002-4710-4275")
— Soochow University, School of Rail Transportation, Suzhou, China (and 1 more)
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2020 – today
- 2025
[j21]Jie Xie, Mingying Zhu, Kai Hu, Jinglan Zhang, Ya Guo:
Investigation of attention mechanism for speech command recognition. Multim. Tools Appl. 84(22): 25661-25676 (2025)- 2024
- [j20]Shijun Shi, Kai Hu, Jie Xie, Ya Guo, Huayi Wu:
Robust scientific text classification using prompt tuning based on data augmentation with L2 regularization. Inf. Process. Manag. 61(1): 103531 (2024) - [j19]Kai Hu, Qing Li, Jie Xie, Yingyan Pu, Ya Guo:
Using pre-trained models and graph convolution networks to find the causal relations among events in the Chinese financial text data. Multim. Tools Appl. 83(7): 18699-18720 (2024) - [c16]Jie Xie, Mingying Zhu, Juan Gabriel Colonna:
Acoustic Classification of Bird Species Using Improved Pre-trained Models. PRICAI (1) 2024: 375-382 - 2023
- [j18]Mingying Zhu, Jie Xie:
Investigation of nearby monitoring station for hourly PM2.5 forecasting using parallel multi-input 1D-CNN-biLSTM. Expert Syst. Appl. 211: 118707 (2023) - [j17]Jie Xie, Mingying Zhu, Kai Hu, Jinglan Zhang:
Instance hardness and multivariate Gaussian distribution-based oversampling technique for imbalance classification. Pattern Anal. Appl. 26(2): 735-749 (2023) - [j16]Jie Xie, Mingying Zhu, Kai Hu:
Fusion-based speech emotion classification using two-stage feature selection. Speech Commun. 152: 102955 (2023) - 2022
- [j15]Jie Xie, Mingying Zhu, Kai Hu:
Improved seabird image classification based on dual transfer learning framework and spatial pyramid pooling. Ecol. Informatics 72: 101832 (2022) - [j14]Gang Ji, Jingmin Yu, Kai Hu, Jie Xie, Xunsheng Ji:
An adaptive feature selection schema using improved technical indicators for predicting stock price movements. Expert Syst. Appl. 200: 116941 (2022) - [j13]Jie Xie, Mingying Zhu:
Sliding-window based scale-frequency map for bird sound classification using 2D- and 3D-CNN. Expert Syst. Appl. 207: 118054 (2022) - [c15]Jie Xie, Mingying Zhu, Kai Hu:
Hierarchical Ensemble Based Imbalance Classification. ICCS (1) 2022: 192-204 - 2021
- [j12]Jie Xie, Juan Gabriel Colonna, Jinglan Zhang:
Bioacoustic signal denoising: a review. Artif. Intell. Rev. 54(5): 3575-3597 (2021) - [j11]Jie Xie, Kai Hu, Ya Guo, Qibing Zhu, Jinghu Yu:
On loss functions and CNNs for improved bioacoustic signal classification. Ecol. Informatics 64: 101331 (2021) - [j10]Jie Xie, Kai Hu, Guofa Li, Ya Guo:
CNN-based driving maneuver classification using multi-sliding window fusion. Expert Syst. Appl. 169: 114442 (2021) - [j9]Xunsheng Ji, Kun Jiang, Jie Xie:
LBP-based bird sound classification using improved feature selection algorithm. Int. J. Speech Technol. 24(4): 1033-1045 (2021) - [j8]Zongming Dai, Kai Hu, Jie Xie, Shengyu Shen, Jie Zheng, Huayi Wu, Ya Guo:
Bipartite Network of Interest (BNOI): Extending Co-Word Network with Interest of Researchers Using Sensor Data and Corresponding Applications as an Example. Sensors 21(5): 1668 (2021) - 2020
- [j7]Jie Xie, Kai Hu, Mingying Zhu, Ya Guo:
Data-driven analysis of global research trends in bioacoustics and ecoacoustics from 1991 to 2018. Ecol. Informatics 57: 101068 (2020) - [j6]Jie Xie, Kai Hu, Mingying Zhu, Ya Guo:
Bioacoustic signal classification in continuous recordings: Syllable-segmentation vs sliding-window. Expert Syst. Appl. 152: 113390 (2020) - [j5]Jie Xie, Michael Towsey, Jinglan Zhang, Paul Roe:
Investigation of Acoustic and Visual Features for Frog Call Classification. J. Signal Process. Syst. 92(1): 23-36 (2020) - [c14]Jie Xie, Kai Hu, Harry Hines, Jinglan Zhang, Ya Guo, Jinghu Yu:
Investigation of CNN-based models for Frog Calling Activity Detection. ICSPCC 2020: 1-4
2010 – 2019
- 2019
- [j4]Jie Xie, Kai Hu, Mingying Zhu, Jinghu Yu, Qibing Zhu:
Investigation of Different CNN-Based Models for Improved Bird Sound Classification. IEEE Access 7: 175353-175361 (2019) - [j3]Jie Xie, Mingying Zhu:
Investigation of acoustic and visual features for acoustic scene classification. Expert Syst. Appl. 126: 20-29 (2019) - 2018
- [j2]Jie Xie, Michael Towsey, Jinglan Zhang, Paul Roe:
Frog call classification: a survey. Artif. Intell. Rev. 49(3): 375-391 (2018) - [c13]Jie Xie, Allaa R. Hilal, Dana Kulic:
Driver Distraction Recognition Based on Smartphone Sensor Data. SMC 2018: 801-806 - [i2]Jie Xie:
Investigation of domain adaptation for acoustic frog species classification. PeerJ Prepr. 6: e26485 (2018) - 2017
- [c12]Jie Xie, Rui Zeng Changliang Xu, Jinglan Zhang, Paul Roe:
Multi-Label Classification of Frog Species via Deep Learning. eScience 2017: 187-193 - [c11]Jie Xie, Jinglan Zhang, Michael W. Towsey, Paul Roe:
Long-term monitoring of cane-toads using acoustic sensors: poster abstract. IPSN 2017: 295-296 - [i1]Jie Xie:
Multi-label classification of frog species via deep learning. PeerJ Prepr. 5: e3007 (2017) - 2016
- [j1]Jie Xie, Michael Towsey, Jinglan Zhang, Paul Roe:
Adaptive frequency scaled wavelet packet decomposition for frog call classification. Ecol. Informatics 32: 134-144 (2016) - [c10]Jie Xie, Michael W. Towsey, Jinglan Zhang, Paul Roe:
Detecting Frog Calling Activity Based on Acoustic Event Detection and Multi-label Learning. ICCS 2016: 627-638 - [c9]Jie Xie, Michael W. Towsey, Liang Zhang, Kiyomi Yasumiba, Lin Schwarzkopf, Jinglan Zhang, Paul Roe:
Multiple-Instance Multiple-Label Learning for the Classification of Frog Calls with Acoustic Event Detection. ICISP 2016: 222-230 - [c8]Jie Xie, Michael W. Towsey, Liang Zhang, Jinglan Zhang, Paul Roe:
Feature Extraction Based on Bandpass Filtering for Frog Call Classification. ICISP 2016: 231-239 - 2015
- [c7]Jie Xie, Jinglan Zhang, Paul Roe:
Acoustic features for multi-level classification of Australian frogs. ICICS 2015: 1-5 - [c6]Jie Xie, Michael W. Towsey, Philip Eichinski, Jinglan Zhang, Paul Roe:
Acoustic Feature Extraction Using Perceptual Wavelet Packet Decomposition for Frog Call Classification. e-Science 2015: 237-242 - [c5]Jie Xie, Michael Towsey, Jinglan Zhang, Xueyan Dong, Paul Roe:
Application of image processing techniques for frog call classification. ICIP 2015: 4190-4194 - [c4]Jie Xie, Michael W. Towsey, Anthony Truskinger, Philip Eichinski, Jinglan Zhang, Paul Roe:
Acoustic classification of Australian anurans using syllable features. ISSNIP 2015: 1-6 - [c3]Jie Xie, Michael W. Towsey, Kiyomi Yasumiba, Jinglan Zhang, Paul Roe:
Detection of anuran calling activity in long field recordings for bio-acoustic monitoring. ISSNIP 2015: 1-6 - [c2]Jie Xie, Michael W. Towsey, Jinglan Zhang, Paul Roe:
Image Processing and Classification Procedure for the Analysis of Australian Frog Vocalisations. EMR@ICMR 2015: 15-20 - [c1]Xueyan Dong, Jie Xie, Michael W. Towsey, Jinglan Zhang, Paul Roe:
Generalised features for bird vocalisation retrieval in acoustic recordings. MMSP 2015: 1-6
Coauthor Index
aka: Michael Towsey
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