Sudha Subramani

Publication Activity (10 Years)

Years Active: 2011-2022
Publications (10 Years): 16

Top Topics

Feature Extraction

Convolutional Neural Networks

Top Venues

Health Inf. Sci. Syst.

Publications

Chenyang Li, Le Sun, Dandan Peng, Sudha Subramani, Shangwe Charmant Nicolas
A multi-label classification system for anomaly classification in electrocardiogram. Health Inf. Sci. Syst. 10 (1) (2022)
Tianbo Xu, Le Sun, Sudha Subramani, Yilin Wang
Intelligent Interpretation and Classification of Multivariate Medical Time Series Based on Convolutional Neural Networks. HIS (2022)
Zhaoyi Zhong, Le Sun, Sudha Subramani
Personalized Arrhythmia Detection Based on Lightweight Autoencoder and Variational Autoencoder. ADC (2022)
Junke Zhu, Le Sun, Yilin Wang, Sudha Subramani, Dandan Peng, Shangwe Charmant Nicolas
A ResNet based multiscale feature extraction for classifying multi-variate medical time series. KSII Trans. Internet Inf. Syst. 16 (5) (2022)
Yilin Wang, Le Sun, Sudha Subramani
CAB: Classifying Arrhythmias based on Imbalanced Sensor Data. KSII Trans. Internet Inf. Syst. 15 (7) (2021)
Ravinder Singh, Sudha Subramani, Jiahua Du, Yanchun Zhang, Hua Wang, Khandakar Ahmed, Zhenxiang Chen
Deep Learning for Multi-Class Antisocial Behavior Identification From Twitter. IEEE Access 8 (2020)
Jia Rong, Sandra Michalska, Sudha Subramani, Jiahua Du, Hua Wang
Deep learning for pollen allergy surveillance from twitter in Australia. BMC Medical Informatics Decis. Mak. 19 (1) (2019)
Jiahua Du, Sandra Michalska, Sudha Subramani, Hua Wang, Yanchun Zhang
Neural attention with character embeddings for hay fever detection from twitter. Health Inf. Sci. Syst. 7 (1) (2019)
Sudha Subramani, Sandra Michalska, Hua Wang, Jiahua Du, Yanchun Zhang, Haroon Shakeel
Deep Learning for Multi-Class Identification From Domestic Violence Online Posts. IEEE Access 7 (2019)
Sudha Subramani, Manjula O'Connor
Extracting Actionable Knowledge from Domestic Violence Discourses on Social Media. EAI Endorsed Trans. Scalable Inf. Syst. 5 (17) (2018)
Sudha Subramani, Hua Wang, Huy Quan Vu, Gang Li
Domestic Violence Crisis Identification From Facebook Posts Based on Deep Learning. IEEE Access 6 (2018)
Sudha Subramani, Sandra Michalska, Hua Wang, Frank Whittaker, Benjamin Heyward
Text Mining and Real-Time Analytics of Twitter Data: A Case Study of Australian Hay Fever Prediction. HIS (2018)
Sudha Subramani, Manjula O'Connor
Extracting Actionable Knowledge from Domestic Violence Discourses on Social Media. CoRR (2018)
Sudha Subramani, Hua Wang, Md. Rafiqul Islam, Anwaar Ulhaq, Manjula O'Connor
Child Abuse and Domestic Abuse: Content and Feature Analysis from Social Media Disclosures. ADC (2018)
Sudha Subramani, Huy Quan Vu, Hua Wang
Intent Classification using Feature Sets for Domestic Violence Discourse on Social Media. CoRR (2018)
Sudha Subramani, Hua Wang, Sathiyabhama Balasubramaniam, Rui Zhou, Jiangang Ma, Yanchun Zhang, Frank Whittaker, Yueai Zhao, Sarathkumar Rangarajan
Mining Actionable Knowledge Using Reordering Based Diversified Actionable Decision Trees. WISE (1) (2016)
Sudha Subramani, Sathiyabhama Balasubramaniam
Post Mining of Diversified Multiple Decision Trees for Actionable Knowledge Discovery. ADCONS (2011)