Article

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.