Publications

Explore the publications of David Hason Rudd, a researcher and academic, covering a wide range of topics in data science, machine learning, and artificial intelligence. Discover his latest research findings and insights today.

• Investigate Organizational Member Engagement through Financial X-ray and Artificial Neural Networks

David Hason Rudd

Download in PDF

• Speech Emotion Recognition Using Mel Spectrogram HPCA and Variational Mode Decomposition

Citation:

David Hason Rudd; Xingyi Gao; Md Rafiqul Islam; Huan Huo; Guandong Xu

Download in PDF

• Churn Prediction via Multimodal Fusion Learning: Integrating Customer Financial Literacy, Voice, and Behavioral Data

Citation:

Rudd, D. H., Huo, H., Islam, M. R., & Xu, G. (2023). Churn Prediction via Multimodal Fusion Learning: Integrating Customer Financial Literacy, Voice, and Behavioral Data. arXiv preprint arXiv:2312.01301.

Download in PDF

Codes: my GitHub repository

• VGG-optiVMD: An Extended Variational Mode Decomposition Algorithm Developed Speech Emotion Recognition Performance
  

Citation:

Hason Rudd, D., Huo, H., Xu, G. (2023). An Extended Variational Mode Decomposition Algorithm Developed Speech Emotion Recognition Performance. In: Kashima, H., Ide, T., Peng, WC. (eds) Advances in Knowledge Discovery and Data Mining. PAKDD 2023. Lecture Notes in Computer Science(), vol 13937. Springer, Cham. https://doi.org/10.1007/978-3-031-33380-4_17

Download in PDF

Codes: my GitHub repository

• Causal Analysis of Customer Churn Using Deep Learning

Citation:

D. H. Rudd, H. Huo and G. Xu, “Causal Analysis of Customer Churn Using Deep Learning,” 2021 International Conference on Digital Society and Intelligent Systems (DSInS), Chengdu, China, 2021, pp. 319-324, doi: 10.1109/DSInS54396.2021.9670561.

Download in PDF

Codes: my GitHub repository

• Predicting Financial Literacy via Semi-supervised Learning.

Citation:

Rudd, D.H., Huo, H., Xu, G. (2022). Predicting Financial Literacy via Semi-supervised Learning. In: Long, G., Yu, X., Wang, S. (eds) AI 2021: Advances in Artificial Intelligence. AI 2022. Lecture Notes in Computer Science(), vol 13151. Springer, Cham. https://doi.org/10.1007/978-3-030-97546-3_25

Download in PDF

Codes: my GitHub repository

• Leveraged mel spectrograms using harmonic and percussive components in speech emotion recognition

Citation:

Rudd, D.H., Huo, H., Xu, G. (2022). Leveraged Mel Spectrograms Using Harmonic and Percussive Components in Speech Emotion Recognition. In: Gama, J., Li, T., Yu, Y., Chen, E., Zheng, Y., Teng, F. (eds) Advances in Knowledge Discovery and Data Mining. PAKDD 2022. Lecture Notes in Computer Science(), vol 13281. Springer, Cham. https://doi.org/10.1007/978-3-031-05936-0_31

Download in PDF

Codes: my GitHub repository

• Improved Churn Causal Analysis Through Restrained High-Dimensional Feature Space Effects in Financial Institutions

Citation:

Hason Rudd, D., Huo, H. & Xu, G. Improved Churn Causal Analysis Through Restrained High-Dimensional Feature Space Effects in Financial Institutions. Hum-Cent Intell Syst 2, 70–80 (2022). https://doi.org/10.1007/s44230-022-00006-y

Download in PDF

Codes: my GitHub repository