Md. Zakir Hossain

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 72

Top Topics

Gene Expression

Machine Learning

Physiological Signals

Top Venues

Publications

Iman Hosseini, Md. Zakir Hossain, Yuhao Zhang, Shafin Rahman
Deep learning model for simultaneous recognition of quantitative and qualitative emotion using visual and bio-sensing data. Comput. Vis. Image Underst. 248 (2024)
Zeyu Zhang, Khandaker Asif Ahmed, Md. Rakibul Hasan, Tom Gedeon, Md. Zakir Hossain
A Deep Learning Approach to Diabetes Diagnosis. CoRR (2024)
Md. Rakibul Hasan, Xuehan Liu, Tom Gedeon, Md. Zakir Hossain
MADE-for-ASD: A Multi-Atlas Deep Ensemble Network for Diagnosing Autism Spectrum Disorder. CoRR (2024)
Md. Rakibul Hasan, Md. Zakir Hossain, Tom Gedeon, Shafin Rahman
LLM-GEm: Large Language Model-Guided Prediction of People's Empathy Levels towards Newspaper Article. EACL (Findings) (2024)
Md. Rakibul Hasan, Md. Zakir Hossain, Aneesh Krishna, Jessica Sharmin Rahman, Tom Gedeon
Thesis Proposal: Detecting Empathy Using Multimodal Language Model. EACL (Student Research Workshop) (2024)
Yan Yang, Md. Zakir Hossain, Xuesong Li, Shafin Rahman, Eric A. Stone
Spatial Transcriptomics Analysis of Zero-shot Gene Expression Prediction. CoRR (2024)
Yan Yang, Md. Zakir Hossain, Eric A. Stone, Shafin Rahman
Spatial transcriptomics analysis of gene expression prediction using exemplar guided graph neural network. Pattern Recognit. 145 (2024)
Xiangyu Chen, Md Ayshik Rahman Khan, Md. Rakibul Hasan, Tom Gedeon, Md. Zakir Hossain
C3-PO: A Convolutional Neural Network for COVID Onset Prediction from Cough Sounds. MMM (3) (2024)
Md Jobayer, Md. Mehedi Hasan Shawon, Md. Rakibul Hasan, Shreya Ghosh, Tom Gedeon, Md. Zakir Hossain
FunnelNet: An End-to-End Deep Learning Framework to Monitor Digital Heart Murmur in Real-Time. CoRR (2024)
Yefeng Shen, Md. Zakir Hossain, Khandaker Asif Ahmed, Shafin Rahman
An open set model for pest identification. Comput. Biol. Chem. 108 (2024)
Boran Yang, Md. Zakir Hossain, Jessica Sharmin Rahman
SS-Faster-RCNN: A Domain Adaptation-based Method to Detect Whether People Wear Masks Correctly. IJCNN (2023)
Zhongrui Chen, Md Jobayer, Md. Rakibul Hasan, Khandaker Asif Ahmed, Md. Zakir Hossain
MutFusVAE: Mutational Fusion Variational Autoencoder for Predicting Primary Sites of Cancer. INNS DLIA@IJCNN (2023)
Yan Yang, Md. Zakir Hossain, Eric A. Stone, Shafin Rahman
Exemplar Guided Deep Neural Network for Spatial Transcriptomics Analysis of Gene Expression Prediction. WACV (2023)
Amrijit Biswas, Jingjie Li, Fahimul Hoque Shubho, Tom Gedeon, Shafin Rahman, Md. Zakir Hossain
Personality Perception Using Scenario Based Stimulation and Physiological Signals. SMC (2023)
Yifan Zhou, Md. Rakibul Hasan, Md. Mahbub Hasan, Ali Zia, Md. Zakir Hossain
How Do Native and Non-native Listeners Differ? Investigation with Dominant Frequency Bands in Auditory Evoked Potential. ICONIP (9) (2023)
Cheng Jiang, Md. Rakibul Hasan, Tom Gedeon, Md. Zakir Hossain
MaskTheFER: Mask-Aware Facial Expression Recognition using Convolutional Neural Network. DICTA (2023)
Md. Rakibul Hasan, Md. Zakir Hossain, Shreya Ghosh, Susannah Soon, Tom Gedeon
Empathy Detection Using Machine Learning on Text, Audiovisual, Audio or Physiological Signals. CoRR (2023)
Minhaz Mahmud, Md. Rakibul Hasan, Reabal Najjar, Md. Zakir Hossain
Which Features Are Useful in Machine Learning-Based COVID-19 Prognostication? A Meta-Analysis. ICHI (2023)
Xuehan Liu, Md Rakibul Hasan, Khandaker Asif Ahmed, Md. Zakir Hossain
Machine learning to analyse omic-data for COVID-19 diagnosis and prognosis. BMC Bioinform. 24 (1) (2023)
John Yoo, Rumali Siddiqua, Xuehan Liu, Khandaker Asif Ahmed, Md. Zakir Hossain
BeeNet: An End-To-End Deep Network For Bee Surveillance. INNS DLIA@IJCNN (2023)
Md Rakibul Hasan, Md. Zakir Hossain, Tom Gedeon, Susannah Soon, Shafin Rahman
Curtin OCAI at WASSA 2023 Empathy, Emotion and Personality Shared Task: Demographic-Aware Prediction Using Multiple Transformers. WASSA@ACL (2023)
Zhiyong Sun, Md Ayshik Rahman Khan, Yan Yang, Khandaker Asif Ahmed, Md. Zakir Hossain
Expanding and Squeezing Differential Expressed Genes for Insect Fitness Prediction. ACIS (2023)
Yan Yang, Md. Zakir Hossain, Eric A. Stone, Shafin Rahman
Exemplar Guided Deep Neural Network for Spatial Transcriptomics Analysis of Gene Expression Prediction. CoRR (2022)
Md Ayshik Rahman Khan, Khandaker Asif Ahmed, Md. Zakir Hossain
Machine Learning to Predict Rapeseed Traits from RNA-seq Data. Intelligent Environments (Workshops) (2022)
Md. Meheruzzaman Sarker, Md. Jakirul Islam, Md. Zakir Hossain
A Clustering Based Niching Method for Effectively Solving the 0-1 Knapsack Problem. MIET (2) (2022)
Jingsheng Deng, Md Rakibul Hasan, Minhaz Mahmud, Md Mahbub Hasan, Khandaker Asif Ahmed, Md. Zakir Hossain
Diagnosing Autism Spectrum Disorder Using Ensemble 3D-CNN: A Preliminary Study. ICIP (2022)
Md Rakibul Hasan, Md Mahbub Hasan, Md. Zakir Hossain
Effect of vocal tract dynamics on neural network-based speech recognition: A Bengali language-based study. Expert Syst. J. Knowl. Eng. 39 (9) (2022)
Fan Wu, Md Rakibul Hasan, Md. Zakir Hossain
An Evolutionary-based Neural Network for Distinguishing between Genuine and Posed Anger from Observers' Pupillary Responses. ICAART (2) (2022)
Md. Tahrim Faroque, Yan Yang, Md. Zakir Hossain, Sheikh Motahar Naim, Nabeel Mohammed, Shafin Rahman
Less is More: Facial Landmarks can Recognize a Spontaneous Smile. BMVC (2022)
Alex Qin, Md Rakibul Hasan, Khandaker Asif Ahmed, Md. Zakir Hossain
Machine Learning for Predicting Cancer Severity. ICHI (2022)
Jin Si Lam, Md Rakibul Hasan, Khandaker Asif Ahmed, Md. Zakir Hossain
Machine Learning to Diagnose Neurodegenerative Multiple Sclerosis Disease. ACIIDS (Companion) (2022)
Yan Yang, Md. Zakir Hossain, Tom Gedeon, Shafin Rahman
S2FGAN: Semantically Aware Interactive Sketch-to-Face Translation. WACV (2022)
Yan Yang, Md. Zakir Hossain, Khandaker Asif, Liyuan Pan, Shafin Rahman, Eric A. Stone
DPST: De Novo Peptide Sequencing with Amino-Acid-Aware Transformers. CoRR (2022)
Md. Zakir Hossain, Elena Daskalaki, Anne Brüstle, Jane Desborough, Christian Lück, Hanna Suominen
The role of machine learning in developing non-magnetic resonance imaging based biomarkers for multiple sclerosis: a systematic review. BMC Medical Informatics Decis. Mak. 22 (1) (2022)
Md. Tahrim Faroque, Yan Yang, Md. Zakir Hossain, Sheikh Motahar Naim, Nabeel Mohammed, Shafin Rahman
Less is More: Facial Landmarks can Recognize a Spontaneous Smile. CoRR (2022)
Yuhao Zhang, Yue Yao, Md. Zakir Hossain, Shafin Rahman, Tom Gedeon
EEG Feature Significance Analysis. ICONIP (6) (2021)
Yaozhong Liu, Yan Yang, Md. Zakir Hossain
FSE: a Powerful Feature Augmentation Technique for Classification Task. ICONIP (2) (2021)
Moritz Spiller, Ying-Hsang Liu, Md. Zakir Hossain, Tom Gedeon, Julia Geißler, Andreas Nürnberger
Predicting Visual Search Task Success from Eye Gaze Data as a Basis for User-Adaptive Information Visualization Systems. ACM Trans. Interact. Intell. Syst. 11 (2) (2021)
Md. Zakir Hossain, Ferdous Sohel, Mohd Fairuz Shiratuddin, Hamid Laga, Mohammed Bennamoun
Text to Image Synthesis for Improved Image Captioning. IEEE Access 9 (2021)
Yuhao Zhang, Md. Zakir Hossain, Shafin Rahman
DeepVANet: A Deep End-to-End Network for Multi-modal Emotion Recognition. INTERACT (3) (2021)
Ran Cui, Elena Daskalaki, Md. Zakir Hossain, Artem Lenskiy, Christopher J. Nolan, Hanna Suominen
A Significance Assessment of Diabetes Diagnostic Biomarkers Using Machine Learning. Nursing Informatics (2021)
Marat Rostov, Md. Zakir Hossain, Jessica Sharmin Rahman
Robotic Emotion Monitoring for Mental Health Applications: Preliminary Outcomes of a Survey. INTERACT (5) (2021)
Ruiqi Chen, Atiqul Islam, Tom Gedeon, Md. Zakir Hossain
Observers Pupillary Responses in Recognising Real and Posed Smiles: A Preliminary Study. CoRR (2021)
Jessica Sharmin Rahman, Md. Zakir Hossain, Tom Gedeon
Are paired or single stimuli better to recognize genuine and posed smiles from observers' galvanic skin response? OZCHI (2020)
Renshang Gao, Atiqul Islam, Tom Gedeon, Md. Zakir Hossain
Identifying Real and Posed Smiles from Observers' Galvanic Skin Response and Blood Volume Pulse. ICONIP (1) (2020)
Ying-Hsang Liu, Moritz Spiller, Jinshuai Ma, Tom Gedeon, Md. Zakir Hossain, Atiqul Islam, Ralf Bierig
User Engagement with Driving Simulators: An Analysis of Physiological Signals. HCI (47) (2020)
Sandaru Seneviratne, Eleni Daskalaki, Md. Zakir Hossain, Artem Lenskiy
SandiDoc at CLEF 2020 - Consumer Health Search : AdHoc IR Task. CLEF (Working Notes) (2020)
Yan Yang, Md. Zakir Hossain, Tom Gedeon, Shafin Rahman
RealSmileNet: A Deep End-To-End Network for Spontaneous and Posed Smile Recognition. CoRR (2020)
Md. Zakir Hossain, Tom Gedeon, Ramesh S. Sankaranarayana
Using Temporal Features of Observers' Physiological Measures to Distinguish Between Genuine and Fake Smiles. IEEE Trans. Affect. Comput. 11 (1) (2020)
Yan Yang, Md. Zakir Hossain, Tom Gedeon, Shafin Rahman
RealSmileNet: A Deep End-to-End Network for Spontaneous and Posed Smile Recognition. ACCV (5) (2020)
Yan Yang, Md. Zakir Hossain, Tom Gedeon, Shafin Rahman
S2FGAN: Semantically Aware Interactive Sketch-to-Face Translation. CoRR (2020)
Ruiqi Chen, Atiqul Islam, Tom Gedeon, Md. Zakir Hossain
Observers' Pupillary Responses in Recognising Real and Posed Smiles: A Preliminary Study. ACIS (2020)
Md. Zakir Hossain, Ferdous Sohel, Mohd Fairuz Shiratuddin, Hamid Laga, Mohammed Bennamoun
Bi-SAN-CAP: Bi-Directional Self-Attention for Image Captioning. DICTA (2019)
Jessica Sharmin Rahman, Tom Gedeon, Sabrina B. Caldwell, Richard Jones, Md. Zakir Hossain, Xuanying Zhu
Melodious Micro-frissons: Detecting Music Genres From Skin Response. IJCNN (2019)
Md. Zakir Hossain, Tom Gedeon
Observers' physiological measures in response to videos can be used to detect genuine smiles. Int. J. Hum. Comput. Stud. 122 (2019)
Jessica Sharmin Rahman, Md. Zakir Hossain, Tom Gedeon
Measuring Observers' EDA Responses to Emotional Videos. OZCHI (2019)
Md. Zakir Hossain, Ferdous Sohel, Mohd Fairuz Shiratuddin, Hamid Laga, Mohammed Bennamoun
Attention-Based Image Captioning Using DenseNet Features. ICONIP (5) (2019)
Md. Zakir Hossain, Ferdous Sohel, Mohd Fairuz Shiratuddin, Hamid Laga
A Comprehensive Survey of Deep Learning for Image Captioning. ACM Comput. Surv. 51 (6) (2019)
Shiyu Wang, Md. Zakir Hossain, Takaaki Suzuki, Kazuo Shinozuka, Natsuhiko Shimizu, Shunya Kitada, Ryo Ichige, Anna Kuwana, Haruo Kobayashi
Graphene Biosensor for Saliva Protein Adsorption. ASICON (2019)
Atiqul Islam, Jinshuai Ma, Tom Gedeon, Md. Zakir Hossain, Ying-Hsang Liu
Measuring User Responses to Driving Simulators: A Galvanic Skin Response Based Study. AIVR (2019)
Zhenyue Qin, Tom Gedeon, Lu Chen, Xuanying Zhu, Md. Zakir Hossain
Artificial Neural Networks Can Distinguish Genuine and Acted Anger by Synthesizing Pupillary Dilation Signals from Different Participants. ICONIP (5) (2018)
Md. Zakir Hossain, Tom Gedeon, Atiqul Islam
Understanding two graphical visualizations from observer's pupillary responses and neural network. OZCHI (2018)
Md. Zakir Hossain, Tom Gedeon, Sabrina B. Caldwell, Leana Copeland, Richard Jones, Christopher Chow
Investigating differences in two visualisations from observer's fixations and saccades. ACSW (2018)
Xuanying Zhu, Zhenyue Qin, Tom Gedeon, Richard Jones, Md. Zakir Hossain, Sabrina B. Caldwell
Detecting the Doubt Effect and Subjective Beliefs Using Neural Networks and Observers' Pupillary Responses. ICONIP (4) (2018)
Md. Zakir Hossain, Ferdous Sohel, Mohd Fairuz Shiratuddin, Hamid Laga
A Comprehensive Survey of Deep Learning for Image Captioning. CoRR (2018)
Md. Zakir Hossain, Tom Gedeon
An Independent Approach to Training Classifiers on Physiological Data: An Example Using Smiles. ICONIP (2) (2018)
Md. Zakir Hossain, Tom Gedeon
Classifying posed and real smiles from observers' peripheral physiology. PervasiveHealth (2017)
Md. Zakir Hossain, Tom Gedeon
Discriminating real and posed smiles: human and avatar smiles. OZCHI (2017)
Md. Zakir Hossain, Tom Gedeon
Effect of Parameter Tuning at Distinguishing Between Real and Posed Smiles from Observers' Physiological Features. ICONIP (4) (2017)
Lu Chen, Tom Gedeon, Md. Zakir Hossain, Sabrina B. Caldwell
Are you really angry?: detecting emotion veracity as a proposed tool for interaction. OZCHI (2017)
Md. Zakir Hossain, Tom Gedeon, Ramesh S. Sankaranarayana
Observer's Galvanic Skin Response for Discriminating Real from Fake Smiles. ACIS (2016)
Md. Zakir Hossain, Md. Monirul Kabir, Md. Shahjahan
A robust feature selection system with Colin's CCA network. Neurocomputing 173 (2016)
Md Mahmudul Hasan, Rozina Akter, Md. Shahin Ullah, Md. Jaynul Abedin, G. M. Ahsan Ullah, Md. Zakir Hossain
A Computational Approach for Predicting Role of Human MicroRNAs in MERS-CoV Genome. Adv. Bioinformatics 2014 (2014)
Nafiz Imtiaz Bin Hamid, Md. R. H. Khandokar, Taskin Jamal, Md. A. Shoeb, Md. Zakir Hossain
In Quest of the Better Mobile Broadband Solution for South Asia Taking WiMAX and LTE into Consideration CoRR (2010)
Nafiz Imtiaz Bin Hamid, Md. Zakir Hossain, Md. R. H. Khandokar, Taskin Jamal, Md. A. Shoeb
Mobile Broadband Possibilities considering the Arrival of IEEE 802.16m & LTE with an Emphasis on South Asia CoRR (2010)
Md. Nawab Yousuf Ali, Shahid Al Noor, Md. Zakir Hossain, Jugal Krishna Das
Development of Analysis Rules for Bangla Root and Primary Suffix for Universal Networking Language. IALP (2010)
Md. Zakir Hossain, Shaikh Muhammad Allayear, Md. Nawab Yousuf Ali, Jugal Krishna Das
Development of Templates for Dictionary Entries of Bangla Roots and Primary Suffixes for Universal Networking Language. IALP (2010)