Singh, Ravinder
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Singh, Ravinder, Subramani, Sudha ORCID: 0000-0002-8102-0278, Du, Jiahua, Zhang, Yanchun
ORCID: 0000-0002-5094-5980, Wang, Hua
ORCID: 0000-0002-8465-0996, Miao, Yuan
ORCID: 0000-0002-6712-3465 and Ahmed, Khandakar
ORCID: 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
Singh, Ravinder, Zhang, Yanchun ORCID: 0000-0002-5094-5980, Wang, Hua
ORCID: 0000-0002-8465-0996, Miao, Yuan
ORCID: 0000-0002-6712-3465 and Ahmed, Khandakar
ORCID: 0000-0003-1043-2029
(2021)
Investigation of social behaviour patterns using location-based data - a Melbourne case study.
EAI Endorsed Transactions on Scalable Information Systems, 21 (31).
ISSN 2032-9407
Singh, Ravinder, Subramani, Sudha ORCID: 0000-0002-8102-0278, Du, Jiahua, Zhang, Yanchun
ORCID: 0000-0002-5094-5980, Wang, Hua
ORCID: 0000-0002-8465-0996, Ahmed, Khandakar
ORCID: 0000-0003-1043-2029 and Chen, Zhenxiang
ORCID: 0000-0002-4948-3803
(2020)
Deep Learning for Multi-Class Antisocial Behavior Identification From Twitter.
IEEE Access, 8.
pp. 194027-194044.
ISSN 2169-3536
Conference or Workshop Item
Singh, Ravinder, Zhang, Yanchun ORCID: 0000-0002-5094-5980, Wang, Hua
ORCID: 0000-0002-8465-0996, Miao, Yuan
ORCID: 0000-0002-6712-3465 and Ahmed, Khandakar
ORCID: 0000-0003-1043-2029
(2020)
Deep learning for antisocial behaviour analysis on social media.
In: 24th International Conference Information Visualisation (IV), 7 Sep - 11 Sep 2020, Melbourne, Australia.
Singh, Ravinder, Zhang, Yanchun ORCID: 0000-0002-5094-5980, Wang, Hua
ORCID: 0000-0002-8465-0996, Miao, Yuan
ORCID: 0000-0002-6712-3465 and Ahmed, Khandakar
ORCID: 0000-0003-1043-2029
(2020)
Antisocial behaviour analyses using deep learning.
In: International Conference on Health Information Science, 20 Oct - 23 Oct 2020, Amsterdam, The Netherlands.
Singh, Ravinder, Du, Jiahua, Zhang, Yanchun ORCID: 0000-0002-5094-5980, Wang, Hua
ORCID: 0000-0002-8465-0996, Miao, Yuan, Ameri Sianaki, Omid
ORCID: 0000-0001-8289-3452 and Ulhaq, Anwaar
ORCID: 0000-0002-5145-7276
(2019)
A Framework for Early Detection of Antisocial Behavior on Twitter Using Natural Language Processing.
In: 13th International Conference on Complex, Intelligent and Software Intensive Systems (CISIS-2019), 3 July 2019-5 July 2019, Sydney, NSW.
Singh, Ravinder, Zhang, Yanchun ORCID: 0000-0002-5094-5980 and Wang, Hua
ORCID: 0000-0002-8465-0996
(2018)
Exploring human mobility patterns in Melbourne using social media data.
In: Australasian Database Conference: Databases Theory and Applications 29th Australasian Database Conference, ADC 2018, 24 May 2018-27 May 2018, Gold Coast, Queensland.
Thesis
Singh, Ravinder (2021) Extracting Human Behaviour and Personality Traits from Social Media. PhD thesis, Victoria University.