Jie Xie

According to our database, Jie Xie authored at least 38 papers between 2015 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Investigation of attention mechanism for speech command recognition.

Jie Xie, Mingying Zhu, Kai Hu, Jinglan Zhang, Ya Guo

Multim. Tools Appl., July, 2025

2024

Robust scientific text classification using prompt tuning based on data augmentation with L2 regularization.

Shijun Shi, Kai Hu, Jie Xie, Ya Guo, Huayi Wu

Inf. Process. Manag., January, 2024

Using pre-trained models and graph convolution networks to find the causal relations among events in the Chinese financial text data.

Kai Hu, Qing Li, Jie Xie, Yingyan Pu, Ya Guo

Multim. Tools Appl., 2024

2023

Fusion-based speech emotion classification using two-stage feature selection.

Jie Xie, Mingying Zhu, Kai Hu

Speech Commun., July, 2023

Instance hardness and multivariate Gaussian distribution-based oversampling technique for imbalance classification.

Jie Xie, Mingying Zhu, Kai Hu, Jinglan Zhang

Pattern Anal. Appl., May, 2023

Investigation of nearby monitoring station for hourly PM2.5 forecasting using parallel multi-input 1D-CNN-biLSTM.

Mingying Zhu, Jie Xie

Expert Syst. Appl., January, 2023

2022

Sliding-window based scale-frequency map for bird sound classification using 2D- and 3D-CNN.

Jie Xie, Mingying Zhu

Expert Syst. Appl., November, 2022

An adaptive feature selection schema using improved technical indicators for predicting stock price movements.

Gang Ji, Jingmin Yu, Kai Hu, Jie Xie, Xunsheng Ji

Expert Syst. Appl., 2022

Improved seabird image classification based on dual transfer learning framework and spatial pyramid pooling.

Jie Xie, Mingying Zhu, Kai Hu

Ecol. Informatics, 2022

Hierarchical Ensemble Based Imbalance Classification.

Jie Xie, Mingying Zhu, Kai Hu

Proceedings of the Computational Science - ICCS 2022, 2022

2021

Bipartite Network of Interest (BNOI): Extending Co-Word Network with Interest of Researchers Using Sensor Data and Corresponding Applications as an Example.

Zongming Dai, Kai Hu, Jie Xie, Shengyu Shen, Jie Zheng, Huayi Wu, Ya Guo

Sensors, 2021

LBP-based bird sound classification using improved feature selection algorithm.

Xunsheng Ji, Kun Jiang, Jie Xie

Int. J. Speech Technol., 2021

CNN-based driving maneuver classification using multi-sliding window fusion.

Jie Xie, Kai Hu, Guofa Li, Ya Guo

Expert Syst. Appl., 2021

On loss functions and CNNs for improved bioacoustic signal classification.

Jie Xie, Kai Hu, Ya Guo, Qibing Zhu, Jinghu Yu

Ecol. Informatics, 2021

Bioacoustic signal denoising: a review.

Jie Xie, Juan Gabriel Colonna, Jinglan Zhang

Artif. Intell. Rev., 2021

2020

Investigation of Acoustic and Visual Features for Frog Call Classification.

Jie Xie, Michael Towsey, Jinglan Zhang, Paul Roe

J. Signal Process. Syst., 2020

Bioacoustic signal classification in continuous recordings: Syllable-segmentation vs sliding-window.

Jie Xie, Kai Hu, Mingying Zhu, Ya Guo

Expert Syst. Appl., 2020

Data-driven analysis of global research trends in bioacoustics and ecoacoustics from 1991 to 2018.

Jie Xie, Kai Hu, Mingying Zhu, Ya Guo

Ecol. Informatics, 2020

Investigation of CNN-based models for Frog Calling Activity Detection.

Jie Xie, Kai Hu, Harry Hines, Jinglan Zhang, Ya Guo, Jinghu Yu

Proceedings of the IEEE International Conference on Signal Processing, 2020

2019

Investigation of acoustic and visual features for acoustic scene classification.

Jie Xie, Mingying Zhu

Expert Syst. Appl., 2019

Investigation of Different CNN-Based Models for Improved Bird Sound Classification.

Jie Xie, Kai Hu, Mingying Zhu, Jinghu Yu, Qibing Zhu

IEEE Access, 2019

2018

Investigation of domain adaptation for acoustic frog species classification.

Jie Xie

PeerJ Prepr., 2018

Frog call classification: a survey.

Jie Xie, Michael Towsey, Jinglan Zhang, Paul Roe

Artif. Intell. Rev., 2018

Driver Distraction Recognition Based on Smartphone Sensor Data.

Jie Xie, Allaa R. Hilal, Dana Kulic

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

2017

Multi-label classification of frog species via deep learning.

Jie Xie

PeerJ Prepr., 2017

Long-term monitoring of cane-toads using acoustic sensors: poster abstract.

Jie Xie, Jinglan Zhang, Michael W. Towsey, Paul Roe

Proceedings of the 16th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2017

Multi-Label Classification of Frog Species via Deep Learning.

Jie Xie, Rui Zeng Changliang Xu, Jinglan Zhang, Paul Roe

Proceedings of the 13th IEEE International Conference on e-Science, 2017

2016

Adaptive frequency scaled wavelet packet decomposition for frog call classification.

Jie Xie, Michael Towsey, Jinglan Zhang, Paul Roe

Ecol. Informatics, 2016

Feature Extraction Based on Bandpass Filtering for Frog Call Classification.

Jie Xie, Michael W. Towsey, Liang Zhang, Jinglan Zhang, Paul Roe

Proceedings of the Image and Signal Processing - 7th International Conference, 2016

Multiple-Instance Multiple-Label Learning for the Classification of Frog Calls with Acoustic Event Detection.

Jie Xie, Michael W. Towsey, Liang Zhang, Kiyomi Yasumiba, Lin Schwarzkopf, Jinglan Zhang, Paul Roe

Proceedings of the Image and Signal Processing - 7th International Conference, 2016

Detecting Frog Calling Activity Based on Acoustic Event Detection and Multi-label Learning.

Jie Xie, Michael W. Towsey, Jinglan Zhang, Paul Roe

Proceedings of the International Conference on Computational Science 2016, 2016

2015

Generalised features for bird vocalisation retrieval in acoustic recordings.

Xueyan Dong, Jie Xie, Michael W. Towsey, Jinglan Zhang, Paul Roe

Proceedings of the 17th IEEE International Workshop on Multimedia Signal Processing, 2015

Image Processing and Classification Procedure for the Analysis of Australian Frog Vocalisations.

Jie Xie, Michael W. Towsey, Jinglan Zhang, Paul Roe

Proceedings of the 2nd International Workshop on Environmental Multimedia Retrieval, 2015

Detection of anuran calling activity in long field recordings for bio-acoustic monitoring.

Jie Xie, Michael W. Towsey, Kiyomi Yasumiba, Jinglan Zhang, Paul Roe

Proceedings of the Tenth IEEE International Conference on Intelligent Sensors, 2015

Acoustic classification of Australian anurans using syllable features.

Jie Xie, Michael W. Towsey, Anthony Truskinger, Philip Eichinski, Jinglan Zhang, Paul Roe

Proceedings of the Tenth IEEE International Conference on Intelligent Sensors, 2015

Application of image processing techniques for frog call classification.

Jie Xie, Michael Towsey, Jinglan Zhang, Xueyan Dong, Paul Roe

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Acoustic Feature Extraction Using Perceptual Wavelet Packet Decomposition for Frog Call Classification.

Jie Xie, Michael W. Towsey, Philip Eichinski, Jinglan Zhang, Paul Roe

Proceedings of the 11th IEEE International Conference on e-Science, 2015

Acoustic features for multi-level classification of Australian frogs.

Jie Xie, Jinglan Zhang, Paul Roe

Proceedings of the 10th International Conference on Information, 2015