Md. Zakir Hossain

According to our database, Md. Zakir Hossain authored at least 67 papers between 2010 and 2024.

Collaborative distances:

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

2024

An open set model for pest identification.

Yefeng Shen, Md. Zakir Hossain, Khandaker Asif Ahmed, Shafin Rahman

Comput. Biol. Chem., February, 2024

Spatial transcriptomics analysis of gene expression prediction using exemplar guided graph neural network.

Yan Yang, Md. Zakir Hossain, Eric A. Stone, Shafin Rahman

Pattern Recognit., January, 2024

A Deep Learning Approach to Diabetes Diagnosis.

Zeyu Zhang, Khandaker Asif Ahmed, Md. Rakibul Hasan, Tom Gedeon, Md. Zakir Hossain

CoRR, 2024

Spatial Transcriptomics Analysis of Zero-shot Gene Expression Prediction.

Yan Yang, Md. Zakir Hossain, Xuesong Li, Shafin Rahman, Eric A. Stone

CoRR, 2024

C3-PO: A Convolutional Neural Network for COVID Onset Prediction from Cough Sounds.

Xiangyu Chen, Md Ayshik Rahman Khan, Md. Rakibul Hasan, Tom Gedeon, Md. Zakir Hossain

Proceedings of the MultiMedia Modeling - 30th International Conference, 2024

Thesis Proposal: Detecting Empathy Using Multimodal Language Model.

Md. Rakibul Hasan, Md. Zakir Hossain, Aneesh Krishna, Jessica Sharmin Rahman, Tom Gedeon

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

LLM-GEm: Large Language Model-Guided Prediction of People's Empathy Levels towards Newspaper Article.

Md. Rakibul Hasan, Md. Zakir Hossain, Tom Gedeon, Shafin Rahman

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024

2023

Empathy Detection Using Machine Learning on Text, Audiovisual, Audio or Physiological Signals.

Md. Rakibul Hasan, Md. Zakir Hossain, Shreya Ghosh, Susannah Soon, Tom Gedeon

CoRR, 2023

Machine learning to analyse omic-data for COVID-19 diagnosis and prognosis.

Xuehan Liu, Md. Rakibul Hasan, Khandaker Asif Ahmed, Md. Zakir Hossain

BMC Bioinform., 2023

Curtin OCAI at WASSA 2023 Empathy, Emotion and Personality Shared Task: Demographic-Aware Prediction Using Multiple Transformers.

Md. Rakibul Hasan, Md. Zakir Hossain, Tom Gedeon, Susannah Soon, Shafin Rahman

Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, 2023

Exemplar Guided Deep Neural Network for Spatial Transcriptomics Analysis of Gene Expression Prediction.

Yan Yang, Md. Zakir Hossain, Eric A. Stone, Shafin Rahman

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Personality Perception Using Scenario Based Stimulation and Physiological Signals.

Amrijit Biswas, Jingjie Li, Fahimul Hoque Shubho, Tom Gedeon, Shafin Rahman, Md. Zakir Hossain

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

BeeNet: An End-To-End Deep Network For Bee Surveillance.

John Yoo, Rumali Siddiqua, Xuehan Liu, Khandaker Asif Ahmed, Md. Zakir Hossain

Proceedings of the International Neural Network Society Workshop on Deep Learning Innovations and Applications, 2023

MutFusVAE: Mutational Fusion Variational Autoencoder for Predicting Primary Sites of Cancer.

Zhongrui Chen, Md Jobayer, Md. Rakibul Hasan, Khandaker Asif Ahmed, Md. Zakir Hossain

Proceedings of the International Neural Network Society Workshop on Deep Learning Innovations and Applications, 2023

SS-Faster-RCNN: A Domain Adaptation-based Method to Detect Whether People Wear Masks Correctly.

Boran Yang, Md. Zakir Hossain, Jessica Sharmin Rahman

Proceedings of the International Joint Conference on Neural Networks, 2023

How Do Native and Non-native Listeners Differ? Investigation with Dominant Frequency Bands in Auditory Evoked Potential.

Yifan Zhou, Md. Rakibul Hasan, Md. Mahbub Hasan, Ali Zia, Md. Zakir Hossain

Proceedings of the Neural Information Processing - 30th International Conference, 2023

Which Features Are Useful in Machine Learning-Based COVID-19 Prognostication? A Meta-Analysis.

Minhaz Mahmud, Md. Rakibul Hasan, Reabal Najjar, Md. Zakir Hossain

Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023

MaskTheFER: Mask-Aware Facial Expression Recognition using Convolutional Neural Network.

Cheng Jiang, Md. Rakibul Hasan, Tom Gedeon, Md. Zakir Hossain

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2023

2022

The role of machine learning in developing non-magnetic resonance imaging based biomarkers for multiple sclerosis: a systematic review.

Md. Zakir Hossain, Elena Daskalaki, Anne Brüstle, Jane Desborough, Christian Lück, Hanna Suominen

BMC Medical Informatics Decis. Mak., 2022

Effect of vocal tract dynamics on neural network-based speech recognition: A Bengali language-based study.

Md. Rakibul Hasan, Md. Mahbub Hasan, Md. Zakir Hossain

Expert Syst. J. Knowl. Eng., 2022

DPST: De Novo Peptide Sequencing with Amino-Acid-Aware Transformers.

Yan Yang, Md. Zakir Hossain, Khandaker Asif, Liyuan Pan, Shafin Rahman, Eric A. Stone

CoRR, 2022

S2FGAN: Semantically Aware Interactive Sketch-to-Face Translation.

Yan Yang, Md. Zakir Hossain, Tom Gedeon, Shafin Rahman

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

A Clustering Based Niching Method for Effectively Solving the 0-1 Knapsack Problem.

Md. Meheruzzaman Sarker, Md. Jakirul Islam, Md. Zakir Hossain

Proceedings of the Machine Intelligence and Emerging Technologies, 2022

Machine Learning to Predict Rapeseed Traits from RNA-seq Data.

Md Ayshik Rahman Khan, Khandaker Asif Ahmed, Md. Zakir Hossain

Proceedings of the Workshops at 18th International Conference on Intelligent Environments (IE2022), 2022

Diagnosing Autism Spectrum Disorder Using Ensemble 3D-CNN: A Preliminary Study.

Jingsheng Deng, Md. Rakibul Hasan, Minhaz Mahmud, Md. Mahbub Hasan, Khandaker Asif Ahmed, Md. Zakir Hossain

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Machine Learning for Predicting Cancer Severity.

Alex Qin, Md. Rakibul Hasan, Khandaker Asif Ahmed, Md. Zakir Hossain

Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022

An Evolutionary-based Neural Network for Distinguishing between Genuine and Posed Anger from Observers' Pupillary Responses.

Fan Wu, Md. Rakibul Hasan, Md. Zakir Hossain

Proceedings of the 14th International Conference on Agents and Artificial Intelligence, 2022

Less is More: Facial Landmarks can Recognize a Spontaneous Smile.

Md. Tahrim Faroque, Yan Yang, Md. Zakir Hossain, Sheikh Motahar Naim, Nabeel Mohammed, Shafin Rahman

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

Machine Learning to Diagnose Neurodegenerative Multiple Sclerosis Disease.

Jin Si Lam, Md. Rakibul Hasan, Khandaker Asif Ahmed, Md. Zakir Hossain

Proceedings of the Recent Challenges in Intelligent Information and Database Systems, 2022

2021

Predicting Visual Search Task Success from Eye Gaze Data as a Basis for User-Adaptive Information Visualization Systems.

Moritz Spiller, Ying-Hsang Liu, Md. Zakir Hossain, Tom Gedeon, Julia Geißler, Andreas Nürnberger

ACM Trans. Interact. Intell. Syst., 2021

Text to Image Synthesis for Improved Image Captioning.

Md. Zakir Hossain, Ferdous Sohel, Mohd Fairuz Shiratuddin, Hamid Laga, Mohammed Bennamoun

IEEE Access, 2021

A Significance Assessment of Diabetes Diagnostic Biomarkers Using Machine Learning.

Ran Cui, Elena Daskalaki, Md. Zakir Hossain, Artem Lenskiy, Christopher J. Nolan, Hanna Suominen

Proceedings of the Nurses and Midwives in the Digital Age - Selected Papers, Posters and Panels from the 15th International Congress in Nursing Informatics, Virtual Event, 23 August, 2021

DeepVANet: A Deep End-to-End Network for Multi-modal Emotion Recognition.

Yuhao Zhang, Md. Zakir Hossain, Shafin Rahman

Proceedings of the Human-Computer Interaction - INTERACT 2021 - 18th IFIP TC 13 International Conference, Bari, Italy, August 30, 2021

Robotic Emotion Monitoring for Mental Health Applications: Preliminary Outcomes of a Survey.

Marat Rostov, Md. Zakir Hossain, Jessica Sharmin Rahman

Proceedings of the Human-Computer Interaction - INTERACT 2021 - 18th IFIP TC 13 International Conference, Bari, Italy, August 30, 2021

EEG Feature Significance Analysis.

Yuhao Zhang, Yue Yao, Md. Zakir Hossain, Shafin Rahman, Tom Gedeon

Proceedings of the Neural Information Processing - 28th International Conference, 2021

FSE: a Powerful Feature Augmentation Technique for Classification Task.

Yaozhong Liu, Yan Yang, Md. Zakir Hossain

Proceedings of the Neural Information Processing - 28th International Conference, 2021

2020

Using Temporal Features of Observers' Physiological Measures to Distinguish Between Genuine and Fake Smiles.

Md. Zakir Hossain, Tom Gedeon, Ramesh S. Sankaranarayana

IEEE Trans. Affect. Comput., 2020

Are paired or single stimuli better to recognize genuine and posed smiles from observers' galvanic skin response?

Jessica Sharmin Rahman, Md. Zakir Hossain, Tom Gedeon

Proceedings of the OzCHI '20: 32nd Australian Conference on Human-Computer-Interaction, 2020

Identifying Real and Posed Smiles from Observers' Galvanic Skin Response and Blood Volume Pulse.

Renshang Gao, Atiqul Islam, Tom Gedeon, Md. Zakir Hossain

Proceedings of the Neural Information Processing - 27th International Conference, 2020

User Engagement with Driving Simulators: An Analysis of Physiological Signals.

Ying-Hsang Liu, Moritz Spiller, Jinshuai Ma, Tom Gedeon, Md. Zakir Hossain, Atiqul Islam, Ralf Bierig

Proceedings of the HCI International 2020 - Late Breaking Papers: Digital Human Modeling and Ergonomics, Mobility and Intelligent Environments, 2020

SandiDoc at CLEF 2020 - Consumer Health Search : AdHoc IR Task.

Sandaru Seneviratne, Eleni Daskalaki, Md. Zakir Hossain, Artem Lenskiy

Proceedings of the Working Notes of CLEF 2020, 2020

Observers' Pupillary Responses in Recognising Real and Posed Smiles: A Preliminary Study.

Ruiqi Chen, Atiqul Islam, Tom Gedeon, Md. Zakir Hossain

Proceedings of the Australasian Conference on Information Systems, 2020

RealSmileNet: A Deep End-to-End Network for Spontaneous and Posed Smile Recognition.

Yan Yang, Md. Zakir Hossain, Tom Gedeon, Shafin Rahman

Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

2019

Observers' physiological measures in response to videos can be used to detect genuine smiles.

Md. Zakir Hossain, Tom Gedeon

Int. J. Hum. Comput. Stud., 2019

A Comprehensive Survey of Deep Learning for Image Captioning.

Md. Zakir Hossain, Ferdous Sohel, Mohd Fairuz Shiratuddin, Hamid Laga

ACM Comput. Surv., 2019

Measuring Observers' EDA Responses to Emotional Videos.

Jessica Sharmin Rahman, Md. Zakir Hossain, Tom Gedeon

Proceedings of the OZCHI'19: 31st Australian Conference on Human-Computer-Interaction, 2019

Melodious Micro-frissons: Detecting Music Genres From Skin Response.

Jessica Sharmin Rahman, Tom Gedeon, Sabrina B. Caldwell, Richard Jones, Md. Zakir Hossain, Xuanying Zhu

Proceedings of the International Joint Conference on Neural Networks, 2019

Attention-Based Image Captioning Using DenseNet Features.

Md. Zakir Hossain, Ferdous Sohel, Mohd Fairuz Shiratuddin, Hamid Laga, Mohammed Bennamoun

Proceedings of the Neural Information Processing - 26th International Conference, 2019

Bi-SAN-CAP: Bi-Directional Self-Attention for Image Captioning.

Md. Zakir Hossain, Ferdous Sohel, Mohd Fairuz Shiratuddin, Hamid Laga, Mohammed Bennamoun

Proceedings of the 2019 Digital Image Computing: Techniques and Applications, 2019

Graphene Biosensor for Saliva Protein Adsorption.

Shiyu Wang, Md. Zakir Hossain, Takaaki Suzuki, Kazuo Shinozuka, Natsuhiko Shimizu, Shunya Kitada, Ryo Ichige, Anna Kuwana, Haruo Kobayashi

Proceedings of the 13th IEEE International Conference on ASIC, 2019

Measuring User Responses to Driving Simulators: A Galvanic Skin Response Based Study.

Atiqul Islam, Jinshuai Ma, Tom Gedeon, Md. Zakir Hossain, Ying-Hsang Liu

Proceedings of the 2019 IEEE International Conference on Artificial Intelligence and Virtual Reality, 2019

2018

Understanding two graphical visualizations from observer's pupillary responses and neural network.

Md. Zakir Hossain, Tom Gedeon, Atiqul Islam

Proceedings of the 30th Australian Conference on Computer-Human Interaction, 2018

Detecting the Doubt Effect and Subjective Beliefs Using Neural Networks and Observers' Pupillary Responses.

Xuanying Zhu, Zhenyue Qin, Tom Gedeon, Richard Jones, Md. Zakir Hossain, Sabrina B. Caldwell

Proceedings of the Neural Information Processing - 25th International Conference, 2018

Artificial Neural Networks Can Distinguish Genuine and Acted Anger by Synthesizing Pupillary Dilation Signals from Different Participants.

Zhenyue Qin, Tom Gedeon, Lu Chen, Xuanying Zhu, Md. Zakir Hossain

Proceedings of the Neural Information Processing - 25th International Conference, 2018

An Independent Approach to Training Classifiers on Physiological Data: An Example Using Smiles.

Md. Zakir Hossain, Tom Gedeon

Proceedings of the Neural Information Processing - 25th International Conference, 2018

Investigating differences in two visualisations from observer's fixations and saccades.

Md. Zakir Hossain, Tom Gedeon, Sabrina B. Caldwell, Leana Copeland, Richard Jones, Christopher Chow

Proceedings of the Australasian Computer Science Week Multiconference, 2018

2017

Classifying posed and real smiles from observers' peripheral physiology.

Md. Zakir Hossain, Tom Gedeon

Proceedings of the 11th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2017

Discriminating real and posed smiles: human and avatar smiles.

Md. Zakir Hossain, Tom Gedeon

Proceedings of the 29th Australian Conference on Computer-Human Interaction, 2017

Are you really angry?: detecting emotion veracity as a proposed tool for interaction.

Lu Chen, Tom Gedeon, Md. Zakir Hossain, Sabrina B. Caldwell

Proceedings of the 29th Australian Conference on Computer-Human Interaction, 2017

Effect of Parameter Tuning at Distinguishing Between Real and Posed Smiles from Observers' Physiological Features.

Md. Zakir Hossain, Tom Gedeon

Proceedings of the Neural Information Processing - 24th International Conference, 2017

2016

A robust feature selection system with Colin's CCA network.

Md. Zakir Hossain, Md. Monirul Kabir, Md. Shahjahan

Neurocomputing, 2016

Observer's Galvanic Skin Response for Discriminating Real from Fake Smiles.

Md. Zakir Hossain, Tom Gedeon, Ramesh S. Sankaranarayana

Proceedings of the Australasian Conference on Information Systems, 2016

2014

A Computational Approach for Predicting Role of Human MicroRNAs in MERS-CoV Genome.

Md Mahmudul Hasan, Rozina Akter, Md. Shahin Ullah, Md. Jaynul Abedin, G. M. Ahsan Ullah, Md. Zakir Hossain

Adv. Bioinformatics, 2014

2010

In Quest of the Better Mobile Broadband Solution for South Asia Taking WiMAX and LTE into Consideration

Nafiz Imtiaz Bin Hamid, Md. R. H. Khandokar, Taskin Jamal, Md. A. Shoeb, Md. Zakir Hossain

CoRR, 2010

Mobile Broadband Possibilities considering the Arrival of IEEE 802.16m & LTE with an Emphasis on South Asia

Nafiz Imtiaz Bin Hamid, Md. Zakir Hossain, Md. R. H. Khandokar, Taskin Jamal, Md. A. Shoeb

CoRR, 2010

Development of Templates for Dictionary Entries of Bangla Roots and Primary Suffixes for Universal Networking Language.

Md. Zakir Hossain, Shaikh Muhammad Allayear, Md. Nawab Yousuf Ali, Jugal Krishna Das

Proceedings of the International Conference on Asian Language Processing, 2010

Development of Analysis Rules for Bangla Root and Primary Suffix for Universal Networking Language.

Md. Nawab Yousuf Ali, Shahid Al Noor, Md. Zakir Hossain, Jugal Krishna Das

Proceedings of the International Conference on Asian Language Processing, 2010