Md Abul Bashar

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Richi NayakProfessor, Queensland University of TechnologyVerified email at qut.edu.au
Thirunavukarasu BalasubramaniamResearch Fellow, Queensland University of Technology(QUT), AustraliaVerified email at qut.edu.au
Professor Yuefeng LiQueensland university of technologyVerified email at qut.edu.au
Khanh Luong (Luong Thi Ngoc Khanh)Postdoctoral Fellow at Queensland University of Technology, Lecturer at Ton Duc Thang UniversityVerified email at qut.edu.au
Duoyi ZhangQueensland University of TechnologyVerified email at hdr.qut.edu.au
Nicolas SuzorQueensland University of Technology, Faculty of Law and Digital Media Research CentreVerified email at qut.edu.au
Yang GaoBeijing Institute of TechnologyVerified email at bit.edu.cn
Yue WangCentre for Data Science, School of Computer Science,Queensland University of TechnologyVerified email at hdr.qut.edu.au
Bridget WeirQueensland University of TechnologyVerified email at qut.edu.au
Professor Abby CathcartQueensland University of TechnologyVerified email at qut.edu.au
Melinda LaundonQueensland University of Technology School of ManagementVerified email at qut.edu.au
Samuel CunninghamSenior Lecturer, Queensland University of TechnologyVerified email at qut.edu.au
Yan ShenLGIAsuperVerified email at lgiasuper.com.au
Yue XuQueensland University of TechnologyVerified email at qut.edu.au
Abdullah Semran AlharbiAssistant ProfessorVerified email at uqu.edu.sa
Mubarak AlbathanAssistant professor, Imam Muhammad Ibn Saud Islamic University, Saudi ArabiaVerified email at imamu.edu.sa
Gareth KnapmanResearch Fellow, Centre for Heritage and Museum Studies, Australian National UniversityVerified email at anu.edu.au
Paul TurnbullEmeritus Professor, University of TasmaniaVerified email at utas.edu.au
cressida ffordeSenior Research Fellow, Professor, Centre for Heritage and Museum Studies,The Australian NationalVerified email at anu.edu.au
VISHAL PRASAD SHARMAResearch ScholarVerified email at bhu.ac.in

Md Abul Bashar

Postdoctoral Research Fellow

Verified email at qut.edu.au - Homepage

Machine Learning and Data Mining


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
TAnoGAN: Time series anomaly detection with generative adversarial networks MA Bashar, R Nayak 2020 IEEE Symposium Series on Computational Intelligence (SSCI), 1778-1785, 2020	174	2020
Multi-layer manifold learning for deep non-negative matrix factorization-based multi-view clustering K Luong, R Nayak, T Balasubramaniam, MA Bashar Pattern Recognition 131, 108815, 2022	64	2022
Regularising LSTM classifier by transfer learning for detecting misogynistic tweets with small training set MA Bashar, R Nayak, N Suzor Knowledge and Information Systems, 2020	48	2020
QutNocturnal@ HASOC'19: CNN for hate speech and offensive content identification in Hindi language MA Bashar, R Nayak arXiv preprint arXiv:2008.12448, 2020	43	2020
Misogynistic tweet detection: Modelling CNN with small datasets MA Bashar, R Nayak, NP Suzor, B Weir Australasian Data Mining Conference, 2018	31	2018
Progressive domain adaptation for detecting hate speech on social media with small training set and its application to COVID-19 concerned posts MA Bashar, R Nayak, K Luong, T Balasubramaniam Social Network Analysis and Mining 11 (1), 69, 2021	27	2021
Identifying Covid-19 misinformation tweets and learning their spatio-temporal topic dynamics using Nonnegative Coupled Matrix Tensor Factorization T Balasubramaniam, R Nayak, K Luong, MA Bashar Social Network Analysis and Mining 11 (1), 57, 2021	24	2021
First, do no harm: automated detection of abusive comments in student evaluation of teaching surveys S Cunningham, M Laundon, A Cathcart, MA Bashar, R Nayak Assessment & Evaluation in Higher Education 48 (3), 377-389, 2023	21	2023
Active learning for effectively fine-tuning transfer learning to downstream task MA Bashar, R Nayak ACM Transactions on Intelligent Systems and Technology (TIST) 12 (2), 1-24, 2021	21	2021
A review and prospects of quantum teleportation MA Bashar, MA Chowdhury, R Islam, MS Rahman, SK Das 2009 International Conference on Computer and Automation Engineering, 213-217, 2009	21	2009
Finding semantically valid and relevant topics by association-based topic selection model Y Gao, Y Li, RYK Lau, Y Xu, MA Bashar ACM Transactions on Intelligent Systems and Technology (TIST) 9 (1), 1-22, 2017	17	2017
Understanding the spatio-temporal topic dynamics of covid-19 using nonnegative tensor factorization: a case study T Balasubramaniam, R Nayak, MA Bashar 2020 IEEE symposium series on computational intelligence (SSCI), 1218-1225, 2020	16	2020
Deep learning based topic and sentiment analysis: COVID19 information seeking on social media MA Bashar, R Nayak, T Balasubramaniam Social Network Analysis and Mining 12 (1), 90, 2022	15	2022
Exploring fusion strategies in deep learning models for multi-modal classification D Zhang, R Nayak, MA Bashar Australasian Conference on Data Mining, 102-117, 2021	14	2021
Interpretation of text patterns MA Bashar, Y Li Data Mining and Knowledge Discovery 32, 849-884, 2018	11	2018
A framework for automatic personalised ontology learning MA Bashar, Y Li, Y Gao 2016 IEEE/WIC/ACM International Conference on Web Intelligence (WI), 105-112, 2016	10	2016
Text-independent speaker identification system using average pitch and formant analysis MA Bashar, MT Ahmed, M Syduzzaman, PJ Ray, AT Islam International Journal on Information Theory (IJIT) 3 (3), 23-30, 2014	10	2014
Exploring topic models to discern cyber threats on Twitter: A case study on Log4Shell Y Wang, MA Bashar, M Chandramohan, R Nayak Intelligent Systems with Applications 20, 200280, 2023	9	2023
Machine learning for predicting propensity-to-pay energy bills MA Bashar, R Nayak, K Astin-Walmsley, K Heath Intelligent Systems with Applications 17, 200176, 2023	8	2023
Topic, sentiment and impact analysis: Covid19 information seeking on social media MA Bashar, R Nayak, T Balasubramaniam arXiv preprint arXiv:2008.12435, 2020	8	2020

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