Md. Abul Bashar

Orcid: 0000-0003-1004-4085

According to our database1, Md. Abul Bashar authored at least 48 papers between 2009 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2025
A novel multi-modal fusion method based on uncertainty-guided meta-learning.
Pattern Recognit., 2025

2024
Conditional Generative Adversarial Network for Early Classification of Longitudinal Datasets Using an Imputation Approach.
ACM Trans. Knowl. Discov. Data, June, 2024

Joint Representation Learning with Generative Adversarial Imputation Network for Improved Classification of Longitudinal Data.
Data Sci. Eng., March, 2024

Pre-gating and contextual attention gate - A new fusion method for multi-modal data tasks.
Neural Networks, 2024

2023
Exploring topic models to discern cyber threats on Twitter: A case study on Log4Shell.
Intell. Syst. Appl., November, 2023

Machine learning for predicting propensity-to-pay energy bills.
Intell. Syst. Appl., 2023

ALGAN: Time Series Anomaly Detection with Adjusted-LSTM GAN.
CoRR, 2023

Informed Machine Learning, Centrality, CNN, Relevant Document Detection, Repatriation of Indigenous Human Remains.
CoRR, 2023

GAN-IE: Generative Adversarial Network for Information Extraction with Limited Annotated Data.
Proceedings of the Web Information Systems Engineering - WISE 2023, 2023

Enhanced Topic Modeling with Multi-modal Representation Learning.
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.
Soc. Netw. Anal. Min., 2022

Multi-layer manifold learning for deep non-negative matrix factorization-based multi-view clustering.
Pattern Recognit., 2022

A Comparative Look at the Resilience of Discriminative and Generative Classifiers to Missing Data in Longitudinal Datasets.
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.
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.
Soc. Netw. Anal. Min., 2021

Identifying Covid-19 misinformation tweets and learning their spatio-temporal topic dynamics using Nonnegative Coupled Matrix Tensor Factorization.
Soc. Netw. Anal. Min., 2021

Automatic Monitoring Social Dynamics During Big Incidences: A Case Study of COVID-19 in Bangladesh.
CoRR, 2021

Exploring Fusion Strategies in Deep Learning Models for Multi-Modal Classification.
Proceedings of the Data Mining, 2021

Deep Learning for Bias Detection: From Inception to Deployment.
Proceedings of the Data Mining, 2021

2020
Regularising LSTM classifier by transfer learning for detecting misogynistic tweets with small training set.
Knowl. Inf. Syst., 2020

Topic, Sentiment and Impact Analysis: COVID19 Information Seeking on Social Media.
CoRR, 2020

Propensity-to-Pay: Machine Learning for Estimating Prediction Uncertainty.
CoRR, 2020

TAnoGAN: Time Series Anomaly Detection with Generative Adversarial Networks.
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.
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.
Proceedings of the Working Notes of FIRE 2019, 2019

2018
First-Level Hypergame for Investigating Misperception in Conflicts.
IEEE Trans. Syst. Man Cybern. Syst., 2018

Interval fuzzy preferences in the graph model for conflict resolution.
Fuzzy Optim. Decis. Mak., 2018

Interpretation of text patterns.
Data Min. Knowl. Discov., 2018

Misogynistic Tweet Detection: Modelling CNN with Small Datasets.
Proceedings of the Data Mining - 16th Australasian Conference, AusDM 2018, Bahrurst, NSW, 2018

Random-Sets for Dealing with Uncertainties in Relevance Feature.
Proceedings of the AI 2018: Advances in Artificial Intelligence, 2018

2017
Finding Semantically Valid and Relevant Topics by Association-Based Topic Selection Model.
ACM Trans. Intell. Syst. Technol., 2017

Conceptual annotation of text patterns.
Comput. Intell., 2017

Random Set to Interpret Topic Models in Terms of Ontology Concepts.
Proceedings of the AI 2017: Advances in Artificial Intelligence, 2017

2016
Modeling Fuzzy and Interval Fuzzy Preferences Within a Graph Model Framework.
IEEE Trans. Fuzzy Syst., 2016

A Framework for Automatic Personalised Ontology Learning.
Proceedings of the 2016 IEEE/WIC/ACM International Conference on Web Intelligence, 2016

Misperception in nationalization of the Suez Canal.
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.
IEEE Trans. Syst. Man Cybern. Syst., 2015

Coalition fuzzy stability analysis in the Graph Model for Conflict Resolution.
J. Intell. Fuzzy Syst., 2015

2014
Fuzzy option prioritization for the graph model for conflict resolution.
Fuzzy Sets Syst., 2014

Interpreting Discovered Patterns in Terms of Ontology Concepts.
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.
J. Comput., 2013

A Case Study of Grey-Based Preference in a Graph Model for Conflict Resolution with Two Decision Makers.
Proceedings of the IEEE International Conference on Systems, 2013

2012
Fuzzy Preferences in the Graph Model for Conflict Resolution.
IEEE Trans. Fuzzy Syst., 2012

Fuzzy truth values in option prioritization for preference elicitation in the Graph Model.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012

2011
Fuzzy preferences in multiple participant decision making.
Sci. Iran., 2011

Fuzzy preferences in the sustainable development conflict.
Proceedings of the IEEE International Conference on Systems, 2011

2010
Fuzzy preferences in a two-decision maker graph model.
Proceedings of the IEEE International Conference on Systems, 2010

2009
Fuzzy Preferences in Conflict Resolution.
Proceedings of the IEEE International Conference on Systems, 2009


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