Article

Supriya, Supriya ORCID: 0000-0002-3124-1187, Siuly, Siuly ORCID: 0000-0003-2491-0546, Wang, Hua ORCID: 0000-0002-8465-0996 and Zhang, Yanchun ORCID: 0000-0002-5094-5980 (2021) New feature extraction for automated detection of epileptic seizure using complex network framework. Applied Acoustics, 180. ISSN 0003-682X

Supriya, Supriya ORCID: 0000-0002-3124-1187, Siuly, Siuly ORCID: 0000-0003-2491-0546, Wang, Hua ORCID: 0000-0002-8465-0996 and Zhang, Yanchun ORCID: 0000-0002-5094-5980 (2021) Epilepsy Detection from EEG using Complex Network Techniques: A Review. IEEE Reviews in Biomedical Engineering. ISSN 1937-3333

Supriya, Supriya ORCID: 0000-0002-3124-1187, Siuly, Siuly ORCID: 0000-0003-2491-0546, Wang, Hua ORCID: 0000-0002-8465-0996 and Zhang, Yanchun ORCID: 0000-0002-5094-5980 (2020) Automated epilepsy detection techniques from electroencephalogram signals: a review study. Health information science and systems, 8 (1). ISSN 2047-2501

Supriya, Supriya ORCID: 0000-0002-3124-1187, Siuly, Siuly ORCID: 0000-0003-2491-0546, Wang, Hua ORCID: 0000-0002-8465-0996 and Zhang, Yanchun ORCID: 0000-0002-5094-5980 (2018) EEG Sleep Stages Analysis and Classification Based on Weighed Complex Network Features. IEEE Transactions on Emerging Topics in Computational Intelligence. ISSN 2471-285X

Supriya, Supriya, Siuly, Siuly ORCID: 0000-0003-2491-0546, Wang, Hua ORCID: 0000-0002-8465-0996, Cao, Jinli ORCID: 0000-0002-0221-6361 and Zhang, Yanchun ORCID: 0000-0002-5094-5980 (2016) Weighted Visibility Graph with Complex Network Features in the Detection of Epilepsy. IEEE Access, 4. 6554 - 6566. ISSN 2169-3536

Supriya, Supriya, Siuly, Siuly ORCID: 0000-0003-2491-0546 and Zhang, Yanchun ORCID: 0000-0002-5094-5980 (2016) Automatic epilepsy detection from EEG introducing a new edge weight method in the complex network. Electronics Letters, 52 (17). 1430 - 1432. ISSN 0013-5194

Book Section

Supriya, Supriya ORCID: 0000-0002-3124-1187, Siuly, Siuly ORCID: 0000-0003-2491-0546, Wang, Hua ORCID: 0000-0002-8465-0996 and Zhang, Yanchun ORCID: 0000-0002-5094-5980 (2020) Weighted complex network based framework for epilepsy detection from EEG signals. In: Modelling and Analysis of Active Biopotential Signals in Healthcare. Bajaj, V and Sinha, GR, eds. IPEM–IOP Series in Physics and Engineering in Medicine and Biology, 1 . IOP Publishing.

Conference or Workshop Item

Supriya, Supriya, Siuly, Siuly ORCID: 0000-0003-2491-0546, Wang, Hua ORCID: 0000-0002-8465-0996 and Zhang, Yanchun ORCID: 0000-0002-5094-5980 (2018) An efficient framework for the analysis of big brain signals data. In: Australasian Database Conference: Databases Theory and Applications 29th Australasian Database Conference, ADC 2018, 24 May 2018-27 May 2018, Gold Coast, Queensland.

Supriya, Supriya, Siuly, Siuly ORCID: 0000-0003-2491-0546, Wang, Hua ORCID: 0000-0002-8465-0996, Zhuo, Guangping and Zhang, Yanchun ORCID: 0000-0002-5094-5980 (2016) Analyzing EEG signal data for detection of epileptic seizure: Introducing weight on visibility graph with complex network feature. In: The 27th Australasian Database Conference 2016 (ADC 2016), 28 September 2016-29 September 2016, Sydney, Australia.

Thesis

Supriya, Supriya (2020) Brain Signal Analysis and Classification by Developing New Complex Network Techniques. PhD thesis, Victoria University.