Conference Proceedings
LS. Shaiok, I. Hoque, MR. Hasan, S. Ghosh, T. Gedeon, MZ. Hossain, "Attention-based Multi-Layer Perceptron to Categorize Affective Videos from Viewer’s Physiological Signals", 16th Asian Conference on Intelligent Information and Database Systems (ACIIDS), Ras Al Khaimah, WAE 15-18 April 2024
Z. Zhang, KA Ahmed, MR. Hasan, T. Gedeon, MZ. Hossain, "A Deep Learning Approach to Diabetes Diagnosis", 16th Asian Conference on Intelligent Information and Database Systems (ACIIDS), Ras Al Khaimah, WAE 15-18 April 2024
MR. Hasan, MZ. Hossain, T. Gedeon, S. Rahman, "LLM-GEm: Large Language Model-Guided Prediction of People’s Empathy Levels towards Newspaper Article", In Findings of the Association for Computational Linguistics: EACL 2024, pages 2215–2231, St. Julian’s, Malta. Association for Computational Linguistics.
X. Chen, MAR. Khan, MR. Hasan, T. Gedeon, MZ. Hossain, "C3-PO: A Convolutional Neural Network for COVID Onset Prediction from Cough Sounds", In: Rudinac, S., et al. MultiMedia Modeling. MMM 2024. Lecture Notes in Computer Science, vol 14556. Springer, Cham.
Z. Sun, MAR. Khan, Y. Yang, KA. Ahmed, MZ. Hossain, "Expanding and Squeezing Differential Expressed Genes for Insect Fitness Prediction", Australasian Conference on Information Systems (ACIS), Wellington, New Zeeland, 2023.
S. Wang, HS. Mondal, X. Liu, T. Gedeon, MZ. Hossain, "Interpretable Machine Learning for Identifying Importance of Diabetes Parameters". 6th IEEE International Conference on Electrical Information and Communication Technology (EICT), Khulna, Dhaka, Bangladesh, 2023 (Invited Talk).
C. Jiang, MR. Hasan, T. Gedeon, MZ Hossain, "MaskTheFER: Mask-Aware Facial Expression Recognition using Convolutional Neural Network", International Conference on Digital Image Computing: Techniques and Applications (DICTA), NSW, Australia, 2023.
Y. Zhou, MR. Hasan, MM Hasan, A. Zia, MZ Hossain, "How do native and non-native listeners differ? Investigation with dominant frequency bands in auditory evoked potential", International Conference on Neural Information Processing (ICONIP), Changsha, China, 2023.
A. Biswas, J. Li, FH. Shubho, T. Gedeon, S. Rahman, MZ Hossain, "Personality Perception Using Scenario Based Stimulation and Physiological Signals", IEEE International Conference on Systems, Man, and Cybernetics (SMC), Maui, Hawaii, 2023.
MR. Hasan, MZ Hossain, T. Gedeon, S. Soon, S. Rahman, "Curtin OCAI at WASSA 2023 Empathy, Emotion and Personality Shared Task: Demographic-Aware Prediction Using Multiple Transformers", 13th Workshop on Computational Approaches to Subjectivity, Sentiment & Social Media Analysis (ACL WASSA), Toronto, Canada, 2023.
Z. Chen, M. Jobayer, MR. Hasan, KA. Ahmed, MZ Hossain, "MutFusVAE: Mutational Fusion Variational Autoencoder for Predicting Primary Sites of Cancer", International Joint Conference on Neural Networks (IJCNN), Gold Coast, Queensland, Australia, 2023.
J. Yoo, R. Siddiqua, X. Liu, KA. Ahmed, MZ Hossain, "BeeNet: An End-To-End Deep Network For Bee Surveillance", International Joint Conference on Neural Networks (IJCNN), Gold Coast, Queensland, Australia, 2023.
B. Yang, MZ. Hossain, S. Rahman, "SS-Faster-RCNN: A Domain Adaptation-based Method to Detect Whether People Wear Masks Correctly". International Joint Conference on Neural Networks (IJCNN), Gold Coast, Queensland, Australia, 2023.
M. Mahmud, MR. Hasan, R. Najjar, MZ. Hossain, "Which Features Are Useful in Machine Learning-Based COVID-19 Prognostication? A Meta-Analysis". The 11th IEEE International Conference on Healthcare Informatics (IEEE ICHI), Houston, Texas, USA, 2023.
Y. Yang, MZ. Hossain, EA. Stone, S. Rahman, "Exemplar Guided Deep Neural Network for Spatial Transcriptomics Analysis of Gene Expression Prediction". In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), pp. 5039-5048, 2023. (Best Application Paper Award)
M. Faroque, Y. Yang, MZ. Hossain, SM. Naim, N. Mohammed, S. Rahman, "Less is More: Facial Landmarks can Recognize a Spontaneous Smile", The 33rd British Machine Vision Conference (BMVC), London, UK, 2022.
JS. Lam, MR. Hasan, KA. Ahmed, MZ Hossain, "Machine Learning to Diagnose Neurodegenerative Multiple Sclerosis Disease", 14th Asian Conference on Intelligent Information and Database Systems (ACIIDS), Ho Chi Minh City, Vietnam, 2022.
J. Deng, MR. Hasan, M. Mahmud, MM. Hasan, KA. Ahmed, MZ. Hossain, "Diagnosing Autism Spectrum Disorder using Ensemble 3D-CNN: A Preliminary Study", IEEE International Conference in Image Processing (ICIP), Bordeaux, France, 2022.
A. Qin, MR. Hasan, KA. Ahmed, MZ. Hossain, "Machine Learning for Predicting Cancer Severity Levels", IEEE International Conference on Healthcare Informatics (ICHI), Rochester, Minnesota, USA June 11th-14th, 2022.
MAR. Khan, KA Ahmed, MZ. Hossain, "Machine Learning to Predict Rapeseed Traits from RNA-seq Data", Workshop on Edge AI for Smart Agriculture (EIASA), pp. 136-145, Biarritz, France, 2022.
MR. Hasan, MM. Hasan, MZ. Hossain, "Outcomes of Deep Neural Network Hyperparameter Tuning on Bengali Speech Token Classification", International Conference on Innovations in Science, Engineering and Technology (ICISET), pp. 445-450, Cittagong, Bangladesh, 2022.
F. Wu, MR. Hasan, MZ. Hossain, “An Evolutionary-Based Neural Network for Distinguishing between Genuine and Posed Anger from Observers' Pupillary Responses", 14th International Conference on Agents and Artificial Intelligence (ICAART), pp. 653-661, Online, 2022.
Y. Yang, MZ. Hossain, T. Gedeon, S. Rahman, “S2FGAN: Semantically Aware Interactive Sketch-to-Face Translation", Winter Conference on Applications of Computer Vision (WACV), pp. 1269-1278, Waikoloa, Hawaii, USA, 2022.
Y. Liu, Y. Yang, MZ. Hossain, "FSE: A powerful feature augmentation technique for classification task", The 28th International Conference on Neural Information Processing (ICONIP), LNCS, volume 13109, pp 645-653, Bali, Indonesia, 2021.
Y. Zhang, Y. Yao, MZ. Hossain, S. Rahman, T. Gedeon, "EEG Feature Significance Analysis", The 28th International Conference on Neural Information Processing (ICONIP), CCIS, volume 1517, pp 212-220, Bali, Indonesia, 2021.
MZ. Hossain, MB. Uddin, Y. Yang, KA. Ahmed, “CovidEnvelope: An Automated Fast Approach to Diagnose COVID-19 from Cough Signals”, 8th IEEE Conference on Computer Science and Data Engineering (CSDE), Brisbane, Australia, 2021.
X. Li, MZ. Hossain, JS. Rahman, "Distinguishing Between Real and Posed Smiles from Observers' Accelerometer Signals", 5th International Conference on Electrical Information and Communication Technology (EICT), Khulna, Bangladesh, 2021.
A. Islam, MR. Hasan, MZ. Hossain, MM. Hasan, "The Eigenvalue Distribution of Hankel Matrix: A Tool for Spectral Estimation from Noisy Data", 24th International Conference on Computer and Information Technology (ICCIT), Dhaka, Bangladesh, 2021.
J. Yoo, MZ. Hossain, KA. Ahmed, "A Machine Learning based approach to study morphological features of bees", International Electronic Conference on Entomology, MDPI, 2021. Available: https://sciforum.net/paper/view/10607
Y. Shen, MZ. Hossain, S. Rahman, KA. Ahmed, "Systematics of Tephritid Fruit Flies: A machine learning based pest identification system", International Electronic Conference on Entomology, MDPI, 2021. Available: https://sciforum.net/paper/view/10400
M. Rostov, MZ. Hossain, JS. Rahman, “Robotic Emotion Monitoring for Mental Health Applications: Preliminary Outcome of a Survey” IFIC TC13 International Conference on Human-Computer Interaction (INTERACT), Lecture Notes in Computer Science, vol 12936. Springer, Cham. pp 481-485, 2021.
Y. Zhang, MZ. Hossain, S. Rahman, “DeepVANet: A Deep End-to-End Network for Multi-modal Emotion Recognition", IFIC TC13 International Conference on Human-Computer Interaction (INTERACT), Lecture Notes in Computer Science, vol 12936. Springer, Cham. pp 227-237, 2021.
R. Chen, A. Islam, T. Gedeon, MZ. Hossain, “Observers’ Pupillary Responses in Recognising Real and Posed Smiles: A Preliminary Study”. Australasian Conference on Information Systems (ACIS), Wellington, New Zealand, 2020.
JS. Rahman, MZ. Hossain, T. Gedeon. “Are paired or single stimuli better to recognize genuine and posed smiles from observers’ GSR?” Australian Conference on Human-Computer Interaction (OzCHI), Online, Australia, 2020.
Y. Yang, MZ. Hossain, T. Gedeon, S. Rahman, “RealSmileNet: A Deep End-To-End Network for Spontaneous and Posed Smile Recognition”, Asian Conference on Computer Vision (ACCV), Miyakomesse, Kyoto, Japan, 2020.
S. Seneviratne, E. Daskalaki, A. Lenskiy, MZ. Hossain, “SandiDoc at CLEF 2020 - Consumer Health Search : AdHoc IR Task", Conference and Labs of the Evaluation Forum (CLEF), Thessaloniki, Greece, 2020.
R. Gao, A. Islam, T. Gedeon, MZ. Hossain, “Identifying Real and Posed Smiles from Observers’ Galvanic Skin Response and Blood Volume Pulse", The 27th International Conference on Neural Information Processing (ICONIP), Bangkok, Thailand, 2020.
YH. Liu, M. Spiller, J. Ma, T. Gedeon, MZ. Hossain, A. Islam, R. Bierig, “User Engagement with Driving Simulators: An Analysis of Physiological Signals”, International Conference on Human-Computer Interaction, LNCS, vol. 12429, pp. 130-149, Copenhagen, Denmark, 2020. DOI: https://doi-org.virtual.anu.edu.au/10.1007/978-3-0...
R. Cui, E. Daskalaki, MZ. Hossain, A. Lenskiy, C. Nolan, H. Suominen, “A Significance Assessment of Diabetes Diagnostic Biomarkers Using Machine Learning”, International Congress on Nursing Informatics (NI), Brisbane, Australia, 2020.
JS. Rahman, MZ. Hossain, T. Gedeon. “Measuring Observers’ EDA Responses to Emotional Videos”, Australian Conference on Human-Computer Interaction (OzCHI), Perth, Australia, 2019.
A. Islam, J. Ma, T. Gedeon, MZ. Hossain, YH. Liu, “Measuring User Responses to Driving Simulators: A Galvanic Skin Response Based Study”, IEEE International Conference on Artificial Intelligence and Virtual Reality (AIVR), San Diego, California, USA, 2019.
JS. Rahman, T. Gedeon, S. Caldwell, R. Jones, MZ. Hossain, X. Zhu, “Melodious Micro-frissons: Detecting Music Genres from Skin Response”, International Joint Conference on Neural Networks (IJCNN), 2019.
MZ. Hossain and T. Gedeon, “An Independent Approach to Training Classifiers on Physiological Data: An Example Using Smiles”, 25th International Conference on Neural Information Processing (ICONIP), LNCS, 11302, 603-613, 2018.
MZ. Hossain, T. Gedeon, A. Islam, “Understanding Two Graphical Visualisations from Observer’s Pupillary Responses and Neural Network”, Australian Conference on Human-Computer Interaction (OzCHI), Melbourne, Australia, 2018.
MZ. Hossain, T. Gedeon, S. Caldwell, L. Copeland, R. Jones, C. Chow, “Investigating Differences in Two Visualisations from Observer’s Fixations and Saccades”, Australasian Computer Science Week conference (ACSW), Brisbane, Australia, 2018.
X. Zhu, Z. Qin, T. Gedeon, R. Jones, MZ. Hossain, S. Caldwell, “Detecting the Doubt Effect and Subjective Beliefs using Neural Networks and Observers’ Pupillary Responses”, 25th International Conference on Neural Information Processing (ICONIP), LNCS, 11304, 610 – 621, 2018.
Z. Qin, T. Gedeon, L. Chen, X. Zhu, MZ. Hossain, “Artificial Neural Networks Can Distinguish Genuine and Acted Anger by Synthesizing Pupillary Dilation Signals from Different Participants”, 25th International Conference on Neural Information Processing (ICONIP), 11304, 299 – 310, 2018.
L. Chen, T. Gedeon, MZ. Hossain, S. Caldwell, “Are you really angry? Detecting emotion veracity as a proposed tool for interaction”, 29th Australian Conference on Human-Computer Interaction (OzCHI), Brisbane, Australia, 2017.
MZ. Hossain and T. Gedeon, “Discriminating Real and Posed Smiles: Human and Avatar Smiles”, Australian Conference on Human-Computer Interaction (OzCHI), Brisbane, Australia, 2017.
MZ. Hossain and T. Gedeon, “Effect of Parameter Tuning at Distinguishing between Real and Posed Smiles from Observers’ Physiological Features”, International Conference on Neural Information Processing (ICONIP), LNCS, 10637, 839-850, 2017.
MZ. Hossain and T. Gedeon, “Classifying Posed and Real Smiles from Observers’ Peripheral Physiology”, International Conference on Pervasive Computing Technologies for Healthcare (Pervasive Health), Barcelona, Spain, 2017.
MZ. Hossain, T. Gedeon, R. Sankaranarayana, D. Apthorp, A. Dawel, “Pupillary Responses of Asian Observers in Discriminating Real from Fake Smiles: a Preliminary Study”, 10th International Conference on Methods and Techniques in Behavioral Research (Measuring Behaviour), Dublin, Ireland, 2016.
MZ. Hossain, T. Gedeon, R. Sankaranarayana, “Observer’s Galvanic Skin Response for Discriminating Real from Fake Smiles”, 27th Australasian Conference on Information Systems (ACIS), Wollongong, Australia, 2016.
MZ. Hossain, MM. Kabir, M. Shahjahan, “Feature Selection of EEG data with Neuro-Statistical Method”, International Conference on Electrical Information and Communication Technology (EICT), Khulna, Bangladesh, 2014.
AKMR. Rahman, MS. Alam, MZ. Hossain, M. Shahjahan, “Localization of FACTS Devices for Optimal Power Flow Using Genetic Algorithm”, International Conference on Electrical Information and Communication Technology (EICT), Khulna, Bangladesh, 2014.
AM. Saleh, MZ. Hossain, MJA. Rabin, ANME. Kabir, MFE. Khan, M. Shahjahan, “A Learning System for Detecting Transformer Internal Faults”, International Conference on Informatics, Electronics & Vision (ICIEV), Dhaka, Bangladesh, 2013.
MZ. Hossain, MJA. Rabin, AFMN. Uddin, M. Shahjahan, “Canonical correlation analysis with neural network for inter subject variability realization of EEG data”, International Conference on Informatics, Electronics & Vision (ICIEV), Dhaka, Bangladesh, 2013.