Acoustic features for multi-level classification of Australian frogs. - Jie Xie 001; Jinglan Zhang; Paul Roe (ICICS, 2015)

Acoustic Feature Extraction Using Perceptual Wavelet Packet Decomposition for Frog Call Classification. - Jie Xie 001; Michael W. Towsey; Philip Eichinski; Jinglan Zhang; Paul Roe (e-Science, 2015)

Application of image processing techniques for frog call classification. - Jie Xie 001; Michael Towsey; Jinglan Zhang; Xueyan Dong; Paul Roe (ICIP, 2015)

Acoustic classification of Australian anurans using syllable features. - Jie Xie 001; Michael W. Towsey; Anthony Truskinger; Philip Eichinski; Jinglan Zhang; Paul Roe (ISSNIP, 2015)

Detection of anuran calling activity in long field recordings for bio-acoustic monitoring. - Jie Xie 001; Michael W. Towsey; Kiyomi Yasumiba; Jinglan Zhang; Paul Roe (ISSNIP, 2015)

Image Processing and Classification Procedure for the Analysis of Australian Frog Vocalisations. - Jie Xie 001; Michael W. Towsey; Jinglan Zhang; Paul Roe (EMR@ICMR, 2015)

Generalised features for bird vocalisation retrieval in acoustic recordings. - Xueyan Dong; Jie Xie 001; Michael W. Towsey; Jinglan Zhang; Paul Roe (MMSP, 2015)

Detecting Frog Calling Activity Based on Acoustic Event Detection and Multi-label Learning. - Jie Xie 001; Michael W. Towsey; Jinglan Zhang; Paul Roe (ICCS, 2016)

Multiple-Instance Multiple-Label Learning for the Classification of Frog Calls with Acoustic Event Detection. - Jie Xie 001; Michael W. Towsey; Liang Zhang 028; Kiyomi Yasumiba; Lin Schwarzkopf; Jinglan Zhang; Paul Roe (ICISP, 2016)

Feature Extraction Based on Bandpass Filtering for Frog Call Classification. - Jie Xie 001; Michael W. Towsey; Liang Zhang 028; Jinglan Zhang; Paul Roe (ICISP, 2016)

Adaptive frequency scaled wavelet packet decomposition for frog call classification. - Jie Xie 001; Michael Towsey; Jinglan Zhang; Paul Roe (Ecol. Informatics, 2016)

Multi-Label Classification of Frog Species via Deep Learning. - Jie Xie 001; Rui Zeng Changliang Xu; Jinglan Zhang; Paul Roe (eScience, 2017)

Long-term monitoring of cane-toads using acoustic sensors: poster abstract. - Jie Xie 001; Jinglan Zhang; Michael W. Towsey; Paul Roe (IPSN, 2017)

Multi-label classification of frog species via deep learning. - Jie Xie 001 (PeerJ Prepr., 2017)

Driver Distraction Recognition Based on Smartphone Sensor Data. - Jie Xie 001; Allaa R. Hilal; Dana Kulic (SMC, 2018)

Frog call classification: a survey. - Jie Xie 001; Michael Towsey; Jinglan Zhang; Paul Roe (Artif. Intell. Rev., 2018)

Investigation of domain adaptation for acoustic frog species classification. - Jie Xie 001 (PeerJ Prepr., 2018)

Investigation of Different CNN-Based Models for Improved Bird Sound Classification. - Jie Xie 001; Kai Hu 005; Mingying Zhu; Jinghu Yu; Qibing Zhu (IEEE Access, 2019)

Investigation of acoustic and visual features for acoustic scene classification. - Jie Xie 001; Mingying Zhu (Expert Syst. Appl., 2019)

Investigation of CNN-based models for Frog Calling Activity Detection. - Jie Xie 001; Kai Hu 005; Harry Hines; Jinglan Zhang; Ya Guo 001; Jinghu Yu (ICSPCC, 2020)

Data-driven analysis of global research trends in bioacoustics and ecoacoustics from 1991 to 2018. - Jie Xie 001; Kai Hu 005; Mingying Zhu; Ya Guo 001 (Ecol. Informatics, 2020)

Bioacoustic signal classification in continuous recordings: Syllable-segmentation vs sliding-window. - Jie Xie 001; Kai Hu 005; Mingying Zhu; Ya Guo 001 (Expert Syst. Appl., 2020)

Investigation of Acoustic and Visual Features for Frog Call Classification. - Jie Xie 001; Michael Towsey; Jinglan Zhang; Paul Roe (J. Signal Process. Syst., 2020)

Bioacoustic signal denoising: a review. - Jie Xie 001; Juan Gabriel Colonna; Jinglan Zhang (Artif. Intell. Rev., 2021)

On loss functions and CNNs for improved bioacoustic signal classification. - Jie Xie 001; Kai Hu 005; Ya Guo 001; Qibing Zhu; Jinghu Yu (Ecol. Informatics, 2021)

CNN-based driving maneuver classification using multi-sliding window fusion. - Jie Xie 001; Kai Hu 005; Guofa Li; Ya Guo 001 (Expert Syst. Appl., 2021)

LBP-based bird sound classification using improved feature selection algorithm. - Xunsheng Ji; Kun Jiang; Jie Xie 001 (Int. J. Speech Technol., 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 005; Jie Xie 001; Shengyu Shen; Jie Zheng 007; Huayi Wu; Ya Guo 001 (Sensors, 2021)

Hierarchical Ensemble Based Imbalance Classification. - Jie Xie 001; Mingying Zhu; Kai Hu 005 (ICCS (1), 2022)

Improved seabird image classification based on dual transfer learning framework and spatial pyramid pooling. - Jie Xie 001; Mingying Zhu; Kai Hu 005 (Ecol. Informatics, 2022)

An adaptive feature selection schema using improved technical indicators for predicting stock price movements. - Gang Ji; Jingmin Yu; Kai Hu 005; Jie Xie 001; Xunsheng Ji (Expert Syst. Appl., 2022)

Sliding-window based scale-frequency map for bird sound classification using 2D- and 3D-CNN. - Jie Xie 001; Mingying Zhu (Expert Syst. Appl., 2022)

Investigation of nearby monitoring station for hourly PM2.5 forecasting using parallel multi-input 1D-CNN-biLSTM. - Mingying Zhu; Jie Xie 001 (Expert Syst. Appl., 2023)

Instance hardness and multivariate Gaussian distribution-based oversampling technique for imbalance classification. - Jie Xie 001; Mingying Zhu; Kai Hu 005; Jinglan Zhang (Pattern Anal. Appl., 2023)

Fusion-based speech emotion classification using two-stage feature selection. - Jie Xie 001; Mingying Zhu; Kai Hu 005 (Speech Commun., 2023)

Using pre-trained models and graph convolution networks to find the causal relations among events in the Chinese financial text data. - Kai Hu 005; Qing Li; Jie Xie 001; Yingyan Pu; Ya Guo 001 (Multim. Tools Appl., 2024)

Robust scientific text classification using prompt tuning based on data augmentation with L2 regularization. - Shijun Shi; Kai Hu 005; Jie Xie 001; Ya Guo 001; Huayi Wu (Inf. Process. Manag., 2024)

Investigation of attention mechanism for speech command recognition. - Jie Xie 001; Mingying Zhu; Kai Hu 005; Jinglan Zhang; Ya Guo 001 (Multim. Tools Appl., 2025)