Md. Abul Bashar

66 papers B 8Misc 7Journal 43Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Evaluating Cross-Lingual Classification Approaches Enabling Topic Discovery for Multilingual Social Media Data. CoRR Deepak Uniyal, Md. Abul Bashar, Richi Nayak
2026	J	`jnl`	Fast Model Selection and Stable Optimization for Softmax-Gated Multinomial-Logistic Mixture of Experts Models. CoRR TrungKhang Tran, TrungTin Nguyen, Md. Abul Bashar, Nhat Ho, Richi Nayak, Christopher C. Drovandi
2026	J	`jnl`	Uncertainty-based consistency regularisation for text classification with limited labels. Knowl. Based Syst. Deepak Uniyal, Richi Nayak, Md. Abul Bashar
2025	J	`jnl`	A novel modality contribution confidence-enhanced multimodal deep learning framework for multiomics data. BMC Bioinform. Duoyi Zhang, Md. Abul Bashar, Richi Nayak, Leila Cuttle
2025	J	`jnl`	A novel multi-modal fusion method based on uncertainty-guided meta-learning. Pattern Recognit. Duoyi Zhang, Md. Abul Bashar, Richi Nayak
2025	—	`conf`	AIMSCheck: Leveraging LLMs for AI-Assisted Review of Modern Slavery Statements Across Jurisdictions. ACL (1) Adriana Eufrosina Bora, Akshatha Arodi, Duoyi Zhang, Jordan Bannister, Mirko Bronzi, Arsène Fansi Tchango, Md. Abul Bashar, Richi Nayak, Kerrie L. Mengersen
2025	J	`jnl`	AIMSCheck: Leveraging LLMs for AI-Assisted Review of Modern Slavery Statements Across Jurisdictions. CoRR Adriana Eufrosina Bora, Akshatha Arodi, Duoyi Zhang, Jordan Bannister, Mirko Bronzi, Arsène Fansi Tchango, Md. Abul Bashar, Richi Nayak, Kerrie L. Mengersen
2025	J	`jnl`	ALGAN: Time Series Anomaly Detection with Adjusted-LSTM GAN. Int. J. Data Sci. Anal. Md. Abul Bashar, Richi Nayak
2025	J	`jnl`	Chatting with organisational data: a generative AI approach applied to scientific reports for information seeking. Knowl. Inf. Syst. Md. Abul Bashar, Richi Nayak
2025	Misc	`conf`	Evaluating Cross-Lingual Classification Approaches Enabling Topic Discovery for Multilingual Social Media Data. AusDM Deepak Uniyal, Md. Abul Bashar, Richi Nayak
2025	J	`jnl`	Imputation of Longitudinal Data Using GANs: Challenges and Implications for Classification. CoRR Sharon Torao-Pingi, Md. Abul Bashar, Richi Nayak
2025	J	`jnl`	Latent space refinement for unsupervised cyber threat text classification. Knowl. Based Syst. Yue Wang, Richi Nayak, Md. Abul Bashar, Mahinthan Chandramohan
2025	Misc	`conf`	Unveiling Reliability in Multi-omics Classification: Fusion, Calibration, and Dynamic Scaling. AusDM Dang Khoa Nguyen, Duoyi Zhang, Md. Abul Bashar, Richi Nayak
2024	J	`jnl`	Conditional Generative Adversarial Network for Early Classification of Longitudinal Datasets Using an Imputation Approach. ACM Trans. Knowl. Discov. Data Sharon Torao-Pingi, Richi Nayak, Md. Abul Bashar
2024	J	`jnl`	Joint Representation Learning with Generative Adversarial Imputation Network for Improved Classification of Longitudinal Data. Data Sci. Eng. Sharon Torao-Pingi, Duoyi Zhang, Md. Abul Bashar, Richi Nayak
2024	J	`jnl`	Pre-gating and contextual attention gate - A new fusion method for multi-modal data tasks. Neural Networks Duoyi Zhang, Richi Nayak, Md. Abul Bashar
2024	Misc	`conf`	Topic Models Meet LLMs: Generating Insightful Questions from User Feedback. AusDM Duoyi Zhang, Yue Wang, Richi Nayak, Md. Abul Bashar
2023	J	`jnl`	ALGAN: Time Series Anomaly Detection with Adjusted-LSTM GAN. CoRR Md. Abul Bashar, Richi Nayak
2023	—	`conf`	Enhanced Topic Modeling with Multi-modal Representation Learning. PAKDD (1) Duoyi Zhang, Yue Wang, Md. Abul Bashar, Richi Nayak
2023	J	`jnl`	Exploring topic models to discern cyber threats on Twitter: A case study on Log4Shell. Intell. Syst. Appl. Yue Wang, Md. Abul Bashar, Mahinthan Chandramohan, Richi Nayak
2023	B	`conf`	GAN-IE: Generative Adversarial Network for Information Extraction with Limited Annotated Data. WISE Ahmed Shoeb Talukder, Richi Nayak, Md. Abul Bashar
2023	J	`jnl`	Informed Machine Learning, Centrality, CNN, Relevant Document Detection, Repatriation of Indigenous Human Remains. CoRR Md. Abul Bashar, Richi Nayak, Gareth Knapman, Paul Turnbull, Cressida Fforde
2023	J	`jnl`	Machine learning for predicting propensity-to-pay energy bills. Intell. Syst. Appl. Md. Abul Bashar, Richi Nayak, Kieren Astin-Walmsley, Kerina Heath
2022	Misc	`conf`	A Comparative Look at the Resilience of Discriminative and Generative Classifiers to Missing Data in Longitudinal Datasets. AusDM Sharon Torao-Pingi, Md. Abul Bashar, Richi Nayak
2022	J	`jnl`	Deep learning based topic and sentiment analysis: COVID19 information seeking on social media. Soc. Netw. Anal. Min. Md. Abul Bashar, Richi Nayak, Thirunavukarasu Balasubramaniam
2022	J	`jnl`	Multi-layer manifold learning for deep non-negative matrix factorization-based multi-view clustering. Pattern Recognit. Khanh Luong, Richi Nayak, Thirunavukarasu Balasubramaniam, Md. Abul Bashar
2021	J	`jnl`	Active Learning for Effectively Fine-Tuning Transfer Learning to Downstream Task. ACM Trans. Intell. Syst. Technol. Md. Abul Bashar, Richi Nayak
2021	J	`jnl`	Automatic Monitoring Social Dynamics During Big Incidences: A Case Study of COVID-19 in Bangladesh. CoRR Fahim Shahriar, Md. Abul Bashar
2021	Misc	`conf`	Deep Learning for Bias Detection: From Inception to Deployment. AusDM Md. Abul Bashar, Richi Nayak, Anjor Kothare, Vishal Sharma, Kesavan Kandadai
2021	J	`jnl`	Deep Learning for Bias Detection: From Inception to Deployment. CoRR Md. Abul Bashar, Richi Nayak, Anjor Kothare, Vishal Sharma, Kesavan Kandadai
2021	Misc	`conf`	Exploring Fusion Strategies in Deep Learning Models for Multi-Modal Classification. AusDM Duoyi Zhang, Richi Nayak, Md. Abul Bashar
2021	J	`jnl`	Identifying Covid-19 misinformation tweets and learning their spatio-temporal topic dynamics using Nonnegative Coupled Matrix Tensor Factorization. Soc. Netw. Anal. Min. Thirunavukarasu Balasubramaniam, Richi Nayak, Khanh Luong, Md. Abul Bashar
2021	J	`jnl`	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. Md. Abul Bashar, Richi Nayak, Khanh Luong, Thirunavukarasu Balasubramaniam
2020	J	`jnl`	Misogynistic Tweet Detection: Modelling CNN with Small Datasets. CoRR Md. Abul Bashar, Richi Nayak, Nicolas Suzor, Bridget Weir
2020	J	`jnl`	Propensity-to-Pay: Machine Learning for Estimating Prediction Uncertainty. CoRR Md. Abul Bashar, Kieren Astin-Walmsley, Kerina Heath, Richi Nayak
2020	J	`jnl`	QutNocturnal@HASOC'19: CNN for Hate Speech and Offensive Content Identification in Hindi Language. CoRR Md. Abul Bashar, Richi Nayak
2020	J	`jnl`	Regularising LSTM classifier by transfer learning for detecting misogynistic tweets with small training set. Knowl. Inf. Syst. Md. Abul Bashar, Richi Nayak, Nicolas Suzor
2020	—	`conf`	TAnoGAN: Time Series Anomaly Detection with Generative Adversarial Networks. SSCI Md. Abul Bashar, Richi Nayak
2020	J	`jnl`	TAnoGAN: Time Series Anomaly Detection with Generative Adversarial Networks. CoRR Md. Abul Bashar, Richi Nayak
2020	J	`jnl`	Topic, Sentiment and Impact Analysis: COVID19 Information Seeking on Social Media. CoRR Md. Abul Bashar, Richi Nayak, Thirunavukarasu Balasubramaniam
2020	—	`conf`	Understanding the Spatio-temporal Topic Dynamics of Covid-19 using Nonnegative Tensor Factorization: A Case Study. SSCI Thirunavukarasu Balasubramaniam, Richi Nayak, Md. Abul Bashar
2020	J	`jnl`	Understanding the Spatio-temporal Topic Dynamics of Covid-19 using Nonnegative Tensor Factorization: A Case Study. CoRR Thirunavukarasu Balasubramaniam, Richi Nayak, Md. Abul Bashar
2019	—	`conf`	QutNocturnal@HASOC'19: CNN for Hate Speech and Offensive Content Identification in Hindi Language. FIRE (Working Notes) Md. Abul Bashar, Richi Nayak
2018	J	`jnl`	First-Level Hypergame for Investigating Misperception in Conflicts. IEEE Trans. Syst. Man Cybern. Syst. Yasir M. Aljefri, Md. Abul Bashar, Liping Fang, Keith W. Hipel
2018	J	`jnl`	Interpretation of text patterns. Data Min. Knowl. Discov. Md. Abul Bashar, Yuefeng Li
2018	J	`jnl`	Interval fuzzy preferences in the graph model for conflict resolution. Fuzzy Optim. Decis. Mak. Md. Abul Bashar, Keith W. Hipel, D. Marc Kilgour, Amer Obeidi
2018	Misc	`conf`	Misogynistic Tweet Detection: Modelling CNN with Small Datasets. AusDM Md. Abul Bashar, Richi Nayak, Nicolas Suzor, Bridget Weir
2018	—	`conf`	Random-Sets for Dealing with Uncertainties in Relevance Feature. Australasian Conference on Artificial Intelligence Abdullah Semran Alharbi, Md. Abul Bashar, Yuefeng Li
2017	J	`jnl`	Conceptual annotation of text patterns. Comput. Intell. Md. Abul Bashar, Yuefeng Li, Yan Shen, Yang Gao, Wei Huang
2017	J	`jnl`	Finding Semantically Valid and Relevant Topics by Association-Based Topic Selection Model. ACM Trans. Intell. Syst. Technol. Yang Gao, Yuefeng Li, Raymond Y. K. Lau, Yue Xu, Md. Abul Bashar
2017	—	`conf`	Random Set to Interpret Topic Models in Terms of Ontology Concepts. Australasian Conference on Artificial Intelligence Md. Abul Bashar, Yuefeng Li
2016	B	`conf`	A Framework for Automatic Personalised Ontology Learning. WI Md. Abul Bashar, Yuefeng Li, Yang Gao
2016	B	`conf`	Misperception in nationalization of the Suez Canal. SMC Yasir M. Aljefri, Keith W. Hipel, Liping Fang, Md. Abul Bashar
2016	J	`jnl`	Modeling Fuzzy and Interval Fuzzy Preferences Within a Graph Model Framework. IEEE Trans. Fuzzy Syst. Md. Abul Bashar, Amer Obeidi, D. Marc Kilgour, Keith W. Hipel
2015	J	`jnl`	Coalition fuzzy stability analysis in the Graph Model for Conflict Resolution. J. Intell. Fuzzy Syst. Md. Abul Bashar, Keith W. Hipel, D. Marc Kilgour, Amer Obeidi
2015	J	`jnl`	Grey-Based Preference in a Graph Model for Conflict Resolution With Multiple Decision Makers. IEEE Trans. Syst. Man Cybern. Syst. Hanbin Kuang, Md. Abul Bashar, Keith W. Hipel, D. Marc Kilgour
2014	J	`jnl`	Fuzzy option prioritization for the graph model for conflict resolution. Fuzzy Sets Syst. Md. Abul Bashar, D. Marc Kilgour, Keith W. Hipel
2014	—	`conf`	Interpreting Discovered Patterns in Terms of Ontology Concepts. WI-IAT (2) Md. Abul Bashar, Yuefeng Li, Yan Shen, Mubarak Albathan
2013	B	`conf`	A Case Study of Grey-Based Preference in a Graph Model for Conflict Resolution with Two Decision Makers. SMC Hanbin Kuang, Keith W. Hipel, D. Marc Kilgour, Md. Abul Bashar
2013	J	`jnl`	Design, Simulate and Development of a Computer Controlled Three-Phase Inverter for Precise Speed Variation of a Three-Phase Induction Motor. J. Comput. Md. Aziz Ul Huq, Md. Abul Bashar, Farruk Ahmed
2012	J	`jnl`	Fuzzy Preferences in the Graph Model for Conflict Resolution. IEEE Trans. Fuzzy Syst. Md. Abul Bashar, D. Marc Kilgour, Keith W. Hipel
2012	B	`conf`	Fuzzy truth values in option prioritization for preference elicitation in the Graph Model. SMC Md. Abul Bashar, D. Marc Kilgour, Keith W. Hipel
2011	J	`jnl`	Fuzzy preferences in multiple participant decision making. Sci. Iran. Keith W. Hipel, D. Marc Kilgour, Md. Abul Bashar
2011	B	`conf`	Fuzzy preferences in the sustainable development conflict. SMC Md. Abul Bashar, D. Marc Kilgour, Keith W. Hipel
2010	B	`conf`	Fuzzy preferences in a two-decision maker graph model. SMC Md. Abul Bashar, Keith W. Hipel, D. Marc Kilgour
2009	B	`conf`	Fuzzy Preferences in Conflict Resolution. SMC Md. Abul Bashar, Keith W. Hipel, D. Marc Kilgour