Md. Abul Bashar

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 40

Top Topics

Machine Learning

Tensor Factorization

Top Venues

Soc. Netw. Anal. Min.

IEEE Trans. Syst. Man Cybern. Syst.

Publications

Sharon Torao-Pingi, Richi Nayak, Md. Abul Bashar
Conditional Generative Adversarial Network for Early Classification of Longitudinal Datasets Using an Imputation Approach. ACM Trans. Knowl. Discov. Data 18 (5) (2024)
Duoyi Zhang, Richi Nayak, Md. Abul Bashar
Pre-gating and contextual attention gate - A new fusion method for multi-modal data tasks. Neural Networks 179 (2024)
Sharon Torao-Pingi, Duoyi Zhang, Md. Abul Bashar, Richi Nayak
Joint Representation Learning with Generative Adversarial Imputation Network for Improved Classification of Longitudinal Data. Data Sci. Eng. 9 (1) (2024)
Duoyi Zhang, Yue Wang, Md. Abul Bashar, Richi Nayak
Enhanced Topic Modeling with Multi-modal Representation Learning. PAKDD (1) (2023)
Md. Abul Bashar, Richi Nayak, Gareth Knapman, Paul Turnbull, Cressida Fforde
Informed Machine Learning, Centrality, CNN, Relevant Document Detection, Repatriation of Indigenous Human Remains. CoRR (2023)
Md. Abul Bashar, Richi Nayak, Kieren Astin-Walmsley, Kerina Heath
Machine learning for predicting propensity-to-pay energy bills. Intell. Syst. Appl. 17 (2023)
Ahmed Shoeb Talukder, Richi Nayak, Md. Abul Bashar
GAN-IE: Generative Adversarial Network for Information Extraction with Limited Annotated Data. WISE (2023)
Md. Abul Bashar, Richi Nayak
ALGAN: Time Series Anomaly Detection with Adjusted-LSTM GAN. CoRR (2023)
Yue Wang, Md. Abul Bashar, Mahinthan Chandramohan, Richi Nayak
Exploring topic models to discern cyber threats on Twitter: A case study on Log4Shell. Intell. Syst. Appl. 20 (2023)
Sharon Torao-Pingi, Md. Abul Bashar, Richi Nayak
A Comparative Look at the Resilience of Discriminative and Generative Classifiers to Missing Data in Longitudinal Datasets. AusDM (2022)
Md. Abul Bashar, Richi Nayak, Thirunavukarasu Balasubramaniam
Deep learning based topic and sentiment analysis: COVID19 information seeking on social media. Soc. Netw. Anal. Min. 12 (1) (2022)
Khanh Luong, Richi Nayak, Thirunavukarasu Balasubramaniam, Md. Abul Bashar
Multi-layer manifold learning for deep non-negative matrix factorization-based multi-view clustering. Pattern Recognit. 131 (2022)
Md. Abul Bashar, Richi Nayak
Active Learning for Effectively Fine-Tuning Transfer Learning to Downstream Task. ACM Trans. Intell. Syst. Technol. 12 (2) (2021)
Md. Abul Bashar, Richi Nayak, Anjor Kothare, Vishal Sharma, Kesavan Kandadai
Deep Learning for Bias Detection: From Inception to Deployment. AusDM (2021)
Md. Abul Bashar, Richi Nayak, Anjor Kothare, Vishal Sharma, Kesavan Kandadai
Deep Learning for Bias Detection: From Inception to Deployment. CoRR (2021)
Fahim Shahriar, Md. Abul Bashar
Automatic Monitoring Social Dynamics During Big Incidences: A Case Study of COVID-19 in Bangladesh. CoRR (2021)
Thirunavukarasu Balasubramaniam, Richi Nayak, Khanh Luong, Md. Abul Bashar
Identifying Covid-19 misinformation tweets and learning their spatio-temporal topic dynamics using Nonnegative Coupled Matrix Tensor Factorization. Soc. Netw. Anal. Min. 11 (1) (2021)
Md. Abul Bashar, Richi Nayak, Khanh Luong, Thirunavukarasu Balasubramaniam
Progressive domain adaptation for detecting hate speech on social media with small training set and its application to COVID-19 concerned posts. Soc. Netw. Anal. Min. 11 (1) (2021)
Duoyi Zhang, Richi Nayak, Md. Abul Bashar
Exploring Fusion Strategies in Deep Learning Models for Multi-Modal Classification. AusDM (2021)
Md. Abul Bashar, Richi Nayak, Nicolas Suzor
Regularising LSTM classifier by transfer learning for detecting misogynistic tweets with small training set. Knowl. Inf. Syst. 62 (10) (2020)
Thirunavukarasu Balasubramaniam, Richi Nayak, Md. Abul Bashar
Understanding the Spatio-temporal Topic Dynamics of Covid-19 using Nonnegative Tensor Factorization: A Case Study. SSCI (2020)
Md. Abul Bashar, Richi Nayak, Nicolas Suzor, Bridget Weir
Misogynistic Tweet Detection: Modelling CNN with Small Datasets. CoRR (2020)
Md. Abul Bashar, Kieren Astin-Walmsley, Heath Kerina, Richi Nayak
Propensity-to-Pay: Machine Learning for Estimating Prediction Uncertainty. CoRR (2020)
Thirunavukarasu Balasubramaniam, Richi Nayak, Md. Abul Bashar
Understanding the Spatio-temporal Topic Dynamics of Covid-19 using Nonnegative Tensor Factorization: A Case Study. CoRR (2020)
Md. Abul Bashar, Richi Nayak
TAnoGAN: Time Series Anomaly Detection with Generative Adversarial Networks. CoRR (2020)
Md. Abul Bashar, Richi Nayak, Thirunavukarasu Balasubramaniam
Topic, Sentiment and Impact Analysis: COVID19 Information Seeking on Social Media. CoRR (2020)
Md. Abul Bashar, Richi Nayak
QutNocturnal@HASOC'19: CNN for Hate Speech and Offensive Content Identification in Hindi Language. CoRR (2020)
Md. Abul Bashar, Richi Nayak
TAnoGAN: Time Series Anomaly Detection with Generative Adversarial Networks. SSCI (2020)
Md. Abul Bashar, Richi Nayak
QutNocturnal@HASOC'19: CNN for Hate Speech and Offensive Content Identification in Hindi Language. FIRE (Working Notes) (2019)
Md. Abul Bashar, Yuefeng Li
Interpretation of text patterns. Data Min. Knowl. Discov. 32 (4) (2018)
Abdullah Semran Alharbi, Md. Abul Bashar, Yuefeng Li
Random-Sets for Dealing with Uncertainties in Relevance Feature. Australasian Conference on Artificial Intelligence (2018)
Yasir M. Aljefri, Md. Abul Bashar, Liping Fang, Keith W. Hipel
First-Level Hypergame for Investigating Misperception in Conflicts. IEEE Trans. Syst. Man Cybern. Syst. 48 (12) (2018)
Md. Abul Bashar, Richi Nayak, Nicolas Suzor, Bridget Weir
Misogynistic Tweet Detection: Modelling CNN with Small Datasets. AusDM (2018)
Md. Abul Bashar, Keith W. Hipel, D. Marc Kilgour, Amer Obeidi
Interval fuzzy preferences in the graph model for conflict resolution. Fuzzy Optim. Decis. Mak. 17 (3) (2018)
Yang Gao, Yuefeng Li, Raymond Y. K. Lau, Yue Xu, Md. Abul Bashar
Finding Semantically Valid and Relevant Topics by Association-Based Topic Selection Model. ACM Trans. Intell. Syst. Technol. 9 (1) (2017)
Md. Abul Bashar, Yuefeng Li, Yan Shen, Yang Gao, Wei Huang
Conceptual annotation of text patterns. Comput. Intell. 33 (4) (2017)
Md. Abul Bashar, Yuefeng Li
Random Set to Interpret Topic Models in Terms of Ontology Concepts. Australasian Conference on Artificial Intelligence (2017)
Md. Abul Bashar, Yuefeng Li, Yang Gao
A Framework for Automatic Personalised Ontology Learning. WI (2016)
Md. Abul Bashar, Amer Obeidi, D. Marc Kilgour, Keith W. Hipel
Modeling Fuzzy and Interval Fuzzy Preferences Within a Graph Model Framework. IEEE Trans. Fuzzy Syst. 24 (4) (2016)
Yasir M. Aljefri, Keith W. Hipel, Liping Fang, Md. Abul Bashar
Misperception in nationalization of the Suez Canal. SMC (2016)
Md. Abul Bashar, Keith W. Hipel, D. Marc Kilgour, Amer Obeidi
Coalition fuzzy stability analysis in the Graph Model for Conflict Resolution. J. Intell. Fuzzy Syst. 29 (2) (2015)
Hanbin Kuang, Md. Abul Bashar, Keith W. Hipel, D. Marc Kilgour
Grey-Based Preference in a Graph Model for Conflict Resolution With Multiple Decision Makers. IEEE Trans. Syst. Man Cybern. Syst. 45 (9) (2015)
Md. Abul Bashar, Yuefeng Li, Yan Shen, Mubarak Albathan
Interpreting Discovered Patterns in Terms of Ontology Concepts. WI-IAT (2) (2014)
Md. Abul Bashar, D. Marc Kilgour, Keith W. Hipel
Fuzzy option prioritization for the graph model for conflict resolution. Fuzzy Sets Syst. 246 (2014)
Hanbin Kuang, Keith W. Hipel, D. Marc Kilgour, Md. Abul Bashar
A Case Study of Grey-Based Preference in a Graph Model for Conflict Resolution with Two Decision Makers. SMC (2013)
Md. Aziz Ul Huq, Md. Abul Bashar, Farruk Ahmed
Design, Simulate and Development of a Computer Controlled Three-Phase Inverter for Precise Speed Variation of a Three-Phase Induction Motor. J. Comput. 8 (5) (2013)
Md. Abul Bashar, D. Marc Kilgour, Keith W. Hipel
Fuzzy truth values in option prioritization for preference elicitation in the Graph Model. SMC (2012)
Md. Abul Bashar, D. Marc Kilgour, Keith W. Hipel
Fuzzy Preferences in the Graph Model for Conflict Resolution. IEEE Trans. Fuzzy Syst. 20 (4) (2012)
Keith W. Hipel, D. Marc Kilgour, Md. Abul Bashar
Fuzzy preferences in multiple participant decision making. Sci. Iran. 18 (3) (2011)
Md. Abul Bashar, D. Marc Kilgour, Keith W. Hipel
Fuzzy preferences in the sustainable development conflict. SMC (2011)
Md. Abul Bashar, Keith W. Hipel, D. Marc Kilgour
Fuzzy preferences in a two-decision maker graph model. SMC (2010)
Md. Abul Bashar, Keith W. Hipel, D. Marc Kilgour
Fuzzy Preferences in Conflict Resolution. SMC (2009)