Md. Abul Bashar

According to our database, Md. Abul Bashar authored at least 45 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Joint Representation Learning with Generative Adversarial Imputation Network for Improved Classification of Longitudinal Data.

Sharon Torao-Pingi, Duoyi Zhang, Md. Abul Bashar, Richi Nayak

Data Sci. Eng., March, 2024

2023

Exploring topic models to discern cyber threats on Twitter: A case study on Log4Shell.

Yue Wang, Md. Abul Bashar, Mahinthan Chandramohan, Richi Nayak

Intell. Syst. Appl., November, 2023

Machine learning for predicting propensity-to-pay energy bills.

Md. Abul Bashar, Richi Nayak, Kieren Astin-Walmsley, Kerina Heath

Intell. Syst. Appl., 2023

ALGAN: Time Series Anomaly Detection with Adjusted-LSTM GAN.

Md. Abul Bashar, Richi Nayak

CoRR, 2023

Informed Machine Learning, Centrality, CNN, Relevant Document Detection, Repatriation of Indigenous Human Remains.

Md. Abul Bashar, Richi Nayak, Gareth Knapman, Paul Turnbull, Cressida Fforde

CoRR, 2023

GAN-IE: Generative Adversarial Network for Information Extraction with Limited Annotated Data.

Ahmed Shoeb Talukder, Richi Nayak, Md. Abul Bashar

Proceedings of the Web Information Systems Engineering - WISE 2023, 2023

Enhanced Topic Modeling with Multi-modal Representation Learning.

Duoyi Zhang, Yue Wang, Md. Abul Bashar, Richi Nayak

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023

2022

Deep learning based topic and sentiment analysis: COVID19 information seeking on social media.

Md. Abul Bashar, Richi Nayak, Thirunavukarasu Balasubramaniam

Soc. Netw. Anal. Min., 2022

Multi-layer manifold learning for deep non-negative matrix factorization-based multi-view clustering.

Khanh Luong, Richi Nayak, Thirunavukarasu Balasubramaniam, Md. Abul Bashar

Pattern Recognit., 2022

A Comparative Look at the Resilience of Discriminative and Generative Classifiers to Missing Data in Longitudinal Datasets.

Sharon Torao-Pingi, Md. Abul Bashar, Richi Nayak

Proceedings of the Data Mining - 20th Australasian Conference, AusDM 2022, Western Sydney, 2022

2021

Active Learning for Effectively Fine-Tuning Transfer Learning to Downstream Task.

Md. Abul Bashar, Richi Nayak

ACM Trans. Intell. Syst. Technol., 2021

Progressive domain adaptation for detecting hate speech on social media with small training set and its application to COVID-19 concerned posts.

Md. Abul Bashar, Richi Nayak, Khanh Luong, Thirunavukarasu Balasubramaniam

Soc. Netw. Anal. Min., 2021

Identifying Covid-19 misinformation tweets and learning their spatio-temporal topic dynamics using Nonnegative Coupled Matrix Tensor Factorization.

Thirunavukarasu Balasubramaniam, Richi Nayak, Khanh Luong, Md. Abul Bashar

Soc. Netw. Anal. Min., 2021

Automatic Monitoring Social Dynamics During Big Incidences: A Case Study of COVID-19 in Bangladesh.

Fahim Shahriar, Md. Abul Bashar

CoRR, 2021

Exploring Fusion Strategies in Deep Learning Models for Multi-Modal Classification.

Duoyi Zhang, Richi Nayak, Md. Abul Bashar

Proceedings of the Data Mining, 2021

Deep Learning for Bias Detection: From Inception to Deployment.

Md. Abul Bashar, Richi Nayak, Anjor Kothare, Vishal Sharma, Kesavan Kandadai

Proceedings of the Data Mining, 2021

2020

Regularising LSTM classifier by transfer learning for detecting misogynistic tweets with small training set.

Md. Abul Bashar, Richi Nayak, Nicolas Suzor

Knowl. Inf. Syst., 2020

Topic, Sentiment and Impact Analysis: COVID19 Information Seeking on Social Media.

Md. Abul Bashar, Richi Nayak, Thirunavukarasu Balasubramaniam

CoRR, 2020

Propensity-to-Pay: Machine Learning for Estimating Prediction Uncertainty.

Md. Abul Bashar, Kieren Astin-Walmsley, Kerina Heath, Richi Nayak

CoRR, 2020

TAnoGAN: Time Series Anomaly Detection with Generative Adversarial Networks.

Md. Abul Bashar, Richi Nayak

Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

Understanding the Spatio-temporal Topic Dynamics of Covid-19 using Nonnegative Tensor Factorization: A Case Study.

Thirunavukarasu Balasubramaniam, Richi Nayak, Md. Abul Bashar

Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

2019

QutNocturnal@HASOC'19: CNN for Hate Speech and Offensive Content Identification in Hindi Language.

Md. Abul Bashar, Richi Nayak

Proceedings of the Working Notes of FIRE 2019, 2019

2018

First-Level Hypergame for Investigating Misperception in Conflicts.

Yasir M. Aljefri, Md. Abul Bashar, Liping Fang, Keith W. Hipel

IEEE Trans. Syst. Man Cybern. Syst., 2018

Interval fuzzy preferences in the graph model for conflict resolution.

Md. Abul Bashar, Keith W. Hipel, D. Marc Kilgour, Amer Obeidi

Fuzzy Optim. Decis. Mak., 2018

Interpretation of text patterns.

Md. Abul Bashar, Yuefeng Li

Data Min. Knowl. Discov., 2018

Misogynistic Tweet Detection: Modelling CNN with Small Datasets.

Md. Abul Bashar, Richi Nayak, Nicolas Suzor, Bridget Weir

Proceedings of the Data Mining - 16th Australasian Conference, AusDM 2018, Bahrurst, NSW, 2018

Random-Sets for Dealing with Uncertainties in Relevance Feature.

Abdullah Semran Alharbi, Md. Abul Bashar, Yuefeng Li

Proceedings of the AI 2018: Advances in Artificial Intelligence, 2018

2017

Finding Semantically Valid and Relevant Topics by Association-Based Topic Selection Model.

Yang Gao, Yuefeng Li, Raymond Y. K. Lau, Yue Xu, Md. Abul Bashar

ACM Trans. Intell. Syst. Technol., 2017

Conceptual annotation of text patterns.

Md. Abul Bashar, Yuefeng Li, Yan Shen, Yang Gao, Wei Huang

Comput. Intell., 2017

Random Set to Interpret Topic Models in Terms of Ontology Concepts.

Md. Abul Bashar, Yuefeng Li

Proceedings of the AI 2017: Advances in Artificial Intelligence, 2017

2016

Modeling Fuzzy and Interval Fuzzy Preferences Within a Graph Model Framework.

Md. Abul Bashar, Amer Obeidi, D. Marc Kilgour, Keith W. Hipel

IEEE Trans. Fuzzy Syst., 2016

A Framework for Automatic Personalised Ontology Learning.

Md. Abul Bashar, Yuefeng Li, Yang Gao

Proceedings of the 2016 IEEE/WIC/ACM International Conference on Web Intelligence, 2016

Misperception in nationalization of the Suez Canal.

Yasir M. Aljefri, Keith W. Hipel, Liping Fang, Md. Abul Bashar

Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

2015

Grey-Based Preference in a Graph Model for Conflict Resolution With Multiple Decision Makers.

Hanbin Kuang, Md. Abul Bashar, Keith W. Hipel, D. Marc Kilgour

IEEE Trans. Syst. Man Cybern. Syst., 2015

Coalition fuzzy stability analysis in the Graph Model for Conflict Resolution.

Md. Abul Bashar, Keith W. Hipel, D. Marc Kilgour, Amer Obeidi

J. Intell. Fuzzy Syst., 2015

2014

Fuzzy option prioritization for the graph model for conflict resolution.

Md. Abul Bashar, D. Marc Kilgour, Keith W. Hipel

Fuzzy Sets Syst., 2014

Interpreting Discovered Patterns in Terms of Ontology Concepts.

Md. Abul Bashar, Yuefeng Li, Yan Shen, Mubarak Albathan

Proceedings of the 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT), Warsaw, Poland, August 11-14, 2014, 2014

2013

Design, Simulate and Development of a Computer Controlled Three-Phase Inverter for Precise Speed Variation of a Three-Phase Induction Motor.

Md. Aziz Ul Huq, Md. Abul Bashar, Farruk Ahmed

J. Comput., 2013

A Case Study of Grey-Based Preference in a Graph Model for Conflict Resolution with Two Decision Makers.

Hanbin Kuang, Keith W. Hipel, D. Marc Kilgour, Md. Abul Bashar

Proceedings of the IEEE International Conference on Systems, 2013

2012

Fuzzy Preferences in the Graph Model for Conflict Resolution.

Md. Abul Bashar, D. Marc Kilgour, Keith W. Hipel

IEEE Trans. Fuzzy Syst., 2012

Fuzzy truth values in option prioritization for preference elicitation in the Graph Model.

Md. Abul Bashar, D. Marc Kilgour, Keith W. Hipel

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012

2011

Fuzzy preferences in multiple participant decision making.

Keith W. Hipel, D. Marc Kilgour, Md. Abul Bashar

Sci. Iran., 2011

Fuzzy preferences in the sustainable development conflict.

Md. Abul Bashar, D. Marc Kilgour, Keith W. Hipel

Proceedings of the IEEE International Conference on Systems, 2011

2010

Fuzzy preferences in a two-decision maker graph model.

Md. Abul Bashar, Keith W. Hipel, D. Marc Kilgour

Proceedings of the IEEE International Conference on Systems, 2010

2009

Fuzzy Preferences in Conflict Resolution.

Md. Abul Bashar, Keith W. Hipel, D. Marc Kilgour

Proceedings of the IEEE International Conference on Systems, 2009