Article

Rani, Saima, Ahmed, Khandakar ORCID: https://orcid.org/0000-0003-1043-2029 and Subramani, Sudha (2024) From Posts to Knowledge: Annotating a Pandemic-Era Reddit Dataset to Navigate Mental Health Narratives. Applied Sciences, 14 (4). ISSN 2076-3417

Singh, Ravinder, Subramani, Sudha ORCID: https://orcid.org/0000-0002-8102-0278, Du, Jiahua, Zhang, Yanchun ORCID: https://orcid.org/0000-0002-5094-5980, Wang, Hua ORCID: https://orcid.org/0000-0002-8465-0996, Miao, Yuan ORCID: https://orcid.org/0000-0002-6712-3465 and Ahmed, Khandakar ORCID: https://orcid.org/0000-0003-1043-2029 (2023) Antisocial behavior identification from Twitter feeds using traditional machine learning algorithms and deep learning. ICST Transactions on Scalable Information Systems, 10 (4). ISSN 2032-9407

Zhong, Zhaoyi, Sun, Le, Subramani, Sudha ORCID: https://orcid.org/0000-0002-8102-0278, Peng, Dandan and Wang, Yilin ORCID: https://orcid.org/0000-0001-8691-3019 (2023) Time Series Classification for Portable Medical Devices. Eai Endorsed Transactions on Scalable Information Systems, 10 (4). pp. 1-10. ISSN 2032-9407

Li, Chenyang ORCID: https://orcid.org/0000-0003-1212-4476, Sun, Le, Peng, Dandan, Subramani, Sudha ORCID: https://orcid.org/0000-0002-8102-0278 and Nicolas, Shangwe Charmant (2022) A multi-label classification system for anomaly classification in electrocardiogram. Health Information Science and Systems, 10 (1). ISSN 2047-2501

Zhu, Junke, Sun, Le, Wang, Yilin, Subramani, Sudha ORCID: https://orcid.org/0000-0002-8102-0278, Peng, Dandan and Nicolas, Shangwe Charmant (2022) A ResNet based multiscale feature extraction for classifying multi-variate medical time series. Ksii Transactions on Internet and Information Systems, 16 (5). pp. 1431-1445. ISSN 1976-7277

Wang, Yilin, Sun, Le and Subramani, Sudha ORCID: https://orcid.org/0000-0002-8102-0278 (2021) CAB: Classifying arrhythmias based on imbalanced sensor data. Ksii Transactions on Internet and Information Systems, 15 (7). pp. 2304-2320. ISSN 1976-7277

Sun, Le, Yu, Qiandi, Peng, Dandan, Subramani, Sudha ORCID: https://orcid.org/0000-0002-8102-0278 and Wang, Xuyang (2021) Fogmed: A fog-based framework for disease prognosis based medical sensor data streams. Computers Materials and Continua, 66 (1). pp. 603-619. ISSN 1546-2218

Singh, Ravinder, Subramani, Sudha ORCID: https://orcid.org/0000-0002-8102-0278, Du, Jiahua, Zhang, Yanchun ORCID: https://orcid.org/0000-0002-5094-5980, Wang, Hua ORCID: https://orcid.org/0000-0002-8465-0996, Ahmed, Khandakar ORCID: https://orcid.org/0000-0003-1043-2029 and Chen, Zhenxiang ORCID: https://orcid.org/0000-0002-4948-3803 (2020) Deep Learning for Multi-Class Antisocial Behavior Identification From Twitter. IEEE Access, 8. pp. 194027-194044. ISSN 2169-3536

Rong, Jia ORCID: https://orcid.org/0000-0002-9462-3924, Michalska, Sandra, Subramani, Sudha ORCID: https://orcid.org/0000-0002-8102-0278, Du, Jiahua and Wang, Hua ORCID: https://orcid.org/0000-0002-8465-0996 (2019) Deep learning for pollen allergy surveillance from twitter in Australia. BMC Medical Informatics and Decision Making, 19. ISSN 1472-6947

Du, Jiahua, Michalska, Sandra, Subramani, Sudha ORCID: https://orcid.org/0000-0002-8102-0278, Wang, Hua ORCID: https://orcid.org/0000-0002-8465-0996 and Zhang, Yanchun ORCID: https://orcid.org/0000-0002-5094-5980 (2019) Neural attention with character embeddings for hay fever detection from twitter. Health Information Science and Systems, 7. ISSN 2047-2501

Subramani, Sudha ORCID: https://orcid.org/0000-0002-8102-0278, Michalska, Sandra, Wang, Hua ORCID: https://orcid.org/0000-0002-8465-0996, Du, Jiahua, Zhang, Yanchun ORCID: https://orcid.org/0000-0002-5094-5980 and Shakeel, H (2019) Deep Learning for Multi-Class Identification from Domestic Violence Online Posts. IEEE Access, 7. pp. 46210-46224. ISSN 2169-3536

Subramani, Sudha ORCID: https://orcid.org/0000-0002-8102-0278 and O'Connor, M (2018) Extracting Actionable Knowledge from Domestic Violence Discourses on Social Media. EAI Endorsed Transactions on Scalable Information Systems, 17 (5). ISSN 2032-9407

Subramani, Sudha, Wang, Hua ORCID: https://orcid.org/0000-0002-8465-0996, Vu, Huy Quan ORCID: https://orcid.org/0000-0003-1947-2879 and Li, G (2018) Domestic violence crisis identification from Facebook posts based on deep learning. IEEE Access, 6. pp. 54075-54085. ISSN 2169-3536

Book Section

Xu, Tianbo ORCID: https://orcid.org/0000-0002-7953-3736, Sun, Le ORCID: https://orcid.org/0000-0002-4221-0327, Subramani, Sudha ORCID: https://orcid.org/0000-0002-8102-0278 and Wang, Yilin ORCID: https://orcid.org/0000-0001-8691-3019 (2022) Intelligent Interpretation and Classification of Multivariate Medical Time Series Based on Convolutional Neural Networks. In: Health Information Science. Traina, A, Wang, H, Zhang, Y, Siuly, S, Zhou, R and Chen, L, eds. Lecture Notes in Computer Science, 13705 . Springer, pp. 291-302.

Zhong, Zhaoyi, Sun, Le and Subramani, Sudha ORCID: https://orcid.org/0000-0002-8102-0278 (2022) Personalized Arrhythmia Detection Based on Lightweight Autoencoder and Variational Autoencoder. In: Databases Theory and Applications: 33rd Australasian Database Conference, ADC 2022, Sydney, NSW, Australia, September 2–4, 2022, Proceedings. Hua, W, Wang, H and Li, L, eds. Lecture Notes in Computer Science, 13459 . Springer, pp. 50-62.

Conference or Workshop Item

Subramani, Sudha, Vu, Huy Quan ORCID: https://orcid.org/0000-0003-1947-2879 and Wang, Hua ORCID: https://orcid.org/0000-0002-8465-0996 (2018) Intent Classification Using Feature Sets for Domestic Violence Discourse on Social Media. In: 2017 4th Asia-Pacific World Congress on Computer Science and Engineering (APWConCSE), 11 Dec 2017 - 13 Dec 2017, Nadi, Fiji.

Subramani, Sudha, Wang, Hua ORCID: https://orcid.org/0000-0002-8465-0996, Islam, Md. Rafiqul, Ulhaq, Anwaar ORCID: https://orcid.org/0000-0002-5145-7276 and O Connor, M (2018) Child abuse and domestic abuse: content and feature analysis from social media disclosures. In: Australasian Database Conference: Databases Theory and Applications 29th Australasian Database Conference, ADC 2018, 24 May 2018-27 May 2018, Gold Coast, Queensland.

Subramani, Sudha ORCID: https://orcid.org/0000-0002-8102-0278, Michalska, Sandra, Wang, Hua ORCID: https://orcid.org/0000-0002-8465-0996, Whittaker, Frank ORCID: https://orcid.org/0000-0002-3728-0291 and Heyward, Ben (2018) Text Mining and Real-Time Analytics of Twitter Data: A Case Study of Australian Hay Fever Prediction. In: 7th International Conference on Health Information Science (HIS 2018), 5th October 2018 - 7th October 2018, Cairns, QLD, Australia.

Subramani, Sudha ORCID: https://orcid.org/0000-0002-8102-0278, Wang, Hua ORCID: https://orcid.org/0000-0002-8465-0996, Balasubramaniam, Sathiyabhama, Zhou, Rui ORCID: https://orcid.org/0000-0001-6807-4362, Ma, Jiangang, Zhang, Yanchun ORCID: https://orcid.org/0000-0002-5094-5980, Whittaker, Frank ORCID: https://orcid.org/0000-0002-3728-0291, Zhao, Yueai and Rangarajan, Sarathkumar (2016) Mining actionable knowledge using reordering based diversified actionable decision trees. In: 17th International Conference on Web Information Systems Engineering, 08 November 2016-10 November 2016, Shanghai, China.

Subramani, Sudha ORCID: https://orcid.org/0000-0002-8102-0278 and Balasubramaniam, Sathiyabhama (2012) Post mining of diversified multiple decision trees for actionable knowledge discovery. In: ADCONS 2011, 16 December 2011 - 18 December 2011, Surathkal, India.

Thesis

Subramani, Sudha ORCID: https://orcid.org/0000-0002-8102-0278 (2019) Extracting Actionable Knowledge from Domestic Violence Discourse on Social Media. PhD thesis, Victoria University.