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2020 – today
- 2024
[j35]Alex X. Wang
, Stefanka S. Chukova, Colin R. Simpson, Binh P. Nguyen:
Challenges and opportunities of generative models on tabular data. Appl. Soft Comput. 166: 112223 (2024)- [j34]Tong Wu, Peizhao Li, Jie Sun, Binh P. Nguyen:
Adaptive edge prior-based deep attention residual network for low-dose CT image denoising. Biomed. Signal Process. Control. 98: 106773 (2024) - [j33]Cao Truong Tran, Binh P. Nguyen:
Random subspace ensemble for directly classifying high-dimensional incomplete data. Evol. Intell. 17(5): 3303-3315 (2024) - [j32]Alex X. Wang, Stefanka S. Chukova, Andrew Sporle, Barry J. Milne, Colin R. Simpson, Binh P. Nguyen:
Enhancing public research on citizen data: An empirical investigation of data synthesis using Statistics New Zealand's Integrated Data Infrastructure. Inf. Process. Manag. 61(1): 103558 (2024) - [j31]Tuan Vinh, Loc Nguyen, Quang H. Trinh, Thanh-Hoang Nguyen-Vo, Binh P. Nguyen:
Predicting Cardiotoxicity of Molecules Using Attention-Based Graph Neural Networks. J. Chem. Inf. Model. 64(6): 1816-1827 (2024) - [j30]Thanh-Hoang Nguyen-Vo, Trang T. T. Do, Binh P. Nguyen:
Multitask Learning on Graph Convolutional Residual Neural Networks for Screening of Multitarget Anticancer Compounds. J. Chem. Inf. Model. 64(18): 6957-6968 (2024) - [j29]Thanh-Hoang Nguyen-Vo, Trang T. T. Do, Binh P. Nguyen:
ResGAT: Residual Graph Attention Networks for molecular property prediction. Memetic Comput. 16(3): 491-503 (2024) - [j28]Thanh-Hoang Nguyen-Vo, Paul Teesdale-Spittle, Joanne E. Harvey, Binh P. Nguyen:
Molecular representations in bio-cheminformatics. Memetic Comput. 16(3): 519-536 (2024) - [c32]Alex X. Wang, Colin R. Simpson, Binh P. Nguyen:
Enhancing Data Governance through Data-Centric AI: Case Study in New Zealand Government Sector. ICCAE 2024: 64-69 - [c31]Alex X. Wang, Binh P. Nguyen, Tom Elliott, James F. Mbinta, Andrew Sporle, Colin R. Simpson:
Early Detection of Depression Using Machine Learning and Social Well-Being Survey Data. ICCAE 2024: 181-186 - [c30]Tuan Dung Nguyen, Ngoc Anh Tong, Binh P. Nguyen, Quoc Viet Hung Nguyen, Phi Le Nguyen, Thanh Trung Huynh:
Hierarchical Federated Learning in MEC Networks with Knowledge Distillation. IJCNN 2024: 1-8 - [c29]Thu Hang Phung, Binh P. Nguyen, Thanh Hung Nguyen, Quoc Viet Hung Nguyen, Phi Le Nguyen, Thanh Trung Huynh:
A Contrastive Learning and Graph-based Approach for Missing Modalities in Multimodal Federated Learning. IJCNN 2024: 1-8 - [c28]Thanh-Hoang Nguyen-Vo, Susanto Rahardja, Binh P. Nguyen:
i6mA-CNN: A Web-based System to Identify DNA N6-Methyladenine Sites in Mouse Genomes. ISCAS 2024: 1-5 - 2023
- [j27]Alex X. Wang, Stefanka S. Chukova, Binh P. Nguyen:
Synthetic minority oversampling using edited displacement-based k-nearest neighbors. Appl. Soft Comput. 148: 110895 (2023) - [j26]Alex X. Wang, Stefanka S. Chukova, Binh P. Nguyen:
Ensemble k-nearest neighbors based on centroid displacement. Inf. Sci. 629: 313-323 (2023) - [c27]Binh P. Nguyen, Michael Nigro, Alice Rueda, Venkat Bhat, Sridhar Krishnan:
Digital Phenotype Representation by Statistical, Information Theory, Data-Driven Approach with Digital Health Data. ICASSP 2023: 1-5 - [c26]Alex X. Wang, Stefanka S. Chukova, Colin R. Simpson, Binh P. Nguyen:
Data-centric AI to Improve Early Detection of Mental Illness. SSP 2023: 369-373 - [c25]Binh P. Nguyen, Thanh-Hoang Nguyen-Vo, Loc Nguyen, Quang H. Trinh, Chalinor Baliuag, Trang T. T. Do, Susanto Rahardja:
iR6mA-RNN: Identifying N6-Methyladenosine Sites in Eukaryotic Transcriptomes using Recurrent Neural Networks and Sequence-embedded Features. SSP 2023: 374-377 - 2022
- [j25]Sylwan Rahardja, Mou Wang, Binh P. Nguyen, Pasi Fränti, Susanto Rahardja:
A lightweight classification of adaptor proteins using transformer networks. BMC Bioinform. 23(1): 461 (2022) - [j24]Quang H. Nguyen, Binh P. Nguyen, Minh T. Nguyen, Matthew Chua, Trang T. T. Do, Nhung Nghiem:
Bone age assessment and sex determination using transfer learning. Expert Syst. Appl. 200: 116926 (2022) - [j23]Binh P. Nguyen, Martin Ivanov, Venkat Bhat, Sri Krishnan:
Digital phenotyping for classification of anxiety severity during COVID-19. Frontiers Digit. Health 4 (2022) - [j22]Thanh-Hoang Nguyen-Vo, Quang H. Trinh, Loc Nguyen, Trang T. T. Do, Matthew Chin Heng Chua, Binh P. Nguyen:
Predicting Antimalarial Activity in Natural Products Using Pretrained Bidirectional Encoder Representations from Transformers. J. Chem. Inf. Model. 62(21): 5050-5058 (2022) - [j21]Thanh-Hoang Nguyen-Vo, Quang H. Trinh, Loc Nguyen, Phuong-Uyen Nguyen-Hoang, Thien-Ngan Nguyen, Dung T. Nguyen, Binh P. Nguyen, Ly Le:
iCYP-MFE: Identifying Human Cytochrome P450 Inhibitors Using Multitask Learning and Molecular Fingerprint-Embedded Encoding. J. Chem. Inf. Model. 62(21): 5059-5068 (2022) - [j20]Loc Nguyen, Thanh-Hoang Nguyen-Vo, Quang H. Trinh, Bach Hoai Nguyen, Phuong-Uyen Nguyen-Hoang, Ly Le, Binh P. Nguyen:
iANP-EC: Identifying Anticancer Natural Products Using Ensemble Learning Incorporated with Evolutionary Computation. J. Chem. Inf. Model. 62(21): 5080-5089 (2022) - [j19]Binh P. Nguyen, Binh Le, Long H. B. Nguyen, Dien Dinh:
PhraseAttn: Dynamic Slot Capsule Networks for phrase representation in Neural Machine Translation. J. Intell. Fuzzy Syst. 42(4): 3871-3878 (2022) - [c24]Alex X. Wang, Stefanka S. Chukova, Binh P. Nguyen:
Implementation and Analysis of Centroid Displacement-Based k-Nearest Neighbors. ADMA (1) 2022: 431-443 - [c23]Binh P. Nguyen, Long H. B. Nguyen, Dien Dinh:
Multi-level Community-awareness Graph Neural Networks for Neural Machine Translation. COLING 2022: 5021-5028 - 2021
- [j18]Quang H. Nguyen, Binh P. Nguyen, Trung B. Nguyen, Trang T. T. Do, James F. Mbinta, Colin R. Simpson:
Stacking segment-based CNN with SVM for recognition of atrial fibrillation from single-lead ECG recordings. Biomed. Signal Process. Control. 68: 102672 (2021) - [j17]Edmund Kwong Wei Leow, Binh P. Nguyen, Matthew Chin Heng Chua:
Robo-advisor using genetic algorithm and BERT sentiments from tweets for hybrid portfolio optimisation. Expert Syst. Appl. 179: 115060 (2021) - [j16]Nguyen-Quoc-Khanh Le, Binh P. Nguyen:
Prediction of FMN Binding Sites in Electron Transport Chains Based on 2-D CNN and PSSM Profiles. IEEE ACM Trans. Comput. Biol. Bioinform. 18(6): 2189-2197 (2021) - [c22]Khang Nguyen, Jerome Wei Yang Lim, Kuo Ping Lee, Terry Lin, Jing Tian, Trang T. T. Do, Matthew Chin Heng Chua, Binh P. Nguyen:
Heart Disease Classification using Novel Heterogeneous Ensemble. BHI 2021: 1-4 - [c21]Binh P. Nguyen, Sharadha Kolappan, Venkat Bhat, Sridhar Krishnan:
Clustering and Feature Analysis of Smartphone Data for Depression Monitoring. EMBC 2021: 113-116 - [c20]Binh P. Nguyen, Michael Nigro, Alice Rueda, Sharadha Kolappan, Venkat Bhat, Sridhar Krishnan:
Feature Analysis and Hierarchical Classification of Anxiety Severity during early COVID-19. EMBC 2021: 1678-1681 - 2020
- [j15]Shaista Hussain, Ayesha Anees, Ankit Das, Binh P. Nguyen, Mardiana Marzuki, Shuping Lin, Graham Wright, Amit Singhal:
High-content image generation for drug discovery using generative adversarial networks. Neural Networks 132: 353-363 (2020) - [c19]Syem Ishaque, Alice Rueda, Binh P. Nguyen, Naimul Mefraz Khan, Sridhar Krishnan:
Physiological Signal Analysis and Classification of Stress from Virtual Reality Video Game. EMBC 2020: 867-870 - [c18]Hung N. Pham, Renjie Tan, Yu Tian Cai, Shahril Mustafa, Ngan Chong Yeo, Hui Juin Lim, Trang T. T. Do, Binh P. Nguyen, Matthew Chin Heng Chua:
Automated Grading in Diabetic Retinopathy Using Image Processing and Modified EfficientNet. ICCCI 2020: 505-515 - [c17]Xing Wang, Khang Nguyen, Binh P. Nguyen:
Churn Prediction using Ensemble Learning. ICMLSC 2020: 56-60 - [c16]Quang H. Nguyen, Ramasamy Muthuraman, Laxman Singh, Gopa Sen, Anh Cuong Tran, Binh P. Nguyen, Matthew Chin Heng Chua:
Diabetic Retinopathy Detection using Deep Learning. ICMLSC 2020: 103-107 - [c15]Kim Chwee Lim, Swee Heng Sin, Chien Wei Lee, Weng Khin Chin, Junliang Lin, Khang Nguyen, Quang H. Nguyen, Binh P. Nguyen, Matthew Chua:
Video-based Skeletal Feature Extraction for Hand Gesture Recognition. ICMLSC 2020: 108-112
2010 – 2019
- 2019
- [j14]Binh P. Nguyen, Quang H. Nguyen, Giang-Nam Doan-Ngoc, Thanh-Hoang Nguyen-Vo, Susanto Rahardja:
iProDNA-CapsNet: identifying protein-DNA binding residues using capsule neural networks. BMC Bioinform. 20-S(23): 634 (2019) - [j13]Binh P. Nguyen, Hung N. Pham, Hop Tran, Nhung Nghiem, Quang H. Nguyen, Trang T. T. Do, Cao Truong Tran, Colin R. Simpson:
Predicting the onset of type 2 diabetes using wide and deep learning with electronic health records. Comput. Methods Programs Biomed. 182 (2019) - [j12]Long Pham, Stan Williamson, Cyrus Mohebbi, Binh P. Nguyen, Hien Nguyen:
The Mediating Role of Perceived Value in the Effect of Multi-Dimensional Risk in Mobile Banking. Int. J. Enterp. Inf. Syst. 15(4): 1-25 (2019) - [c14]Quang H. Nguyen, Binh P. Nguyen, Son Duy Dao, Balagopal Unnikrishnan, Rajan Dhingra, Savitha Rani Ravichandran, Sravani Satpathy, Nirmal Raja Palaparthi, Matthew Chin Heng Chua:
Deep Learning Models for Tuberculosis Detection from Chest X-ray Images. ICT 2019: 381-385 - [c13]Binh P. Nguyen, Vu Bao Hung Nguyen, Hien Nguyen, Pham Ngoc Phuong, The-Loc Nguyen, Quoc Truong Do, Luong Chi Mai:
Fast and Accurate Capitalization and Punctuation for Automatic Speech Recognition Using Transformer and Chunk Merging. O-COCOSDA 2019: 1-5 - [c12]Shaista Hussain, Ankit Das, Binh P. Nguyen, Mardiana Marzuki, Shuping Lin, Arun Kumar, Graham Wright, Amit Singhal:
DeLHCA: Deep transfer learning for high-content analysis of the effects of drugs on immune cells. TENCON 2019: 796-801 - [i1]Binh P. Nguyen, Vu Bao Hung Nguyen, Hien Nguyen, Pham Ngoc Phuong, The-Loc Nguyen, Quoc Truong Do, Luong Chi Mai:
Fast and Accurate Capitalization and Punctuation for Automatic Speech Recognition Using Transformer and Chunk Merging. CoRR abs/1908.02404 (2019) - 2017
- [j11]Lile Cai, Binh P. Nguyen, Chee-Kong Chui, Sim Heng Ong:
A two-level clustering approach for multidimensional transfer function specification in volume visualization. Vis. Comput. 33(2): 163-177 (2017) - 2016
- [j10]Binh P. Nguyen, Hans Heemskerk, Peter T. C. So, Lisa Tucker-Kellogg:
Superpixel-based segmentation of muscle fibers in multi-channel microscopy. BMC Syst. Biol. 10(S-5): 39-50 (2016) - [j9]Trang Thi Thu Do, Binh P. Nguyen:
Comments on and corrections to 'Hardware-software co-design architecture for joint photo expert graphic XR encoder'. IET Image Process. 10(9): 681-682 (2016) - [c11]Xuan Chen, Binh P. Nguyen, Chee-Kong Chui, Sim Heng Ong:
Automated brain tumor segmentation using kernel dictionary learning and superpixel-level features. SMC 2016: 2547-2552 - 2015
- [j8]Lile Cai, Binh P. Nguyen, Chee-Kong Chui, Sim Heng Ong:
Rule-Enhanced Transfer Function Generation for Medical Volume Visualization. Comput. Graph. Forum 34(3): 121-130 (2015) - [j7]Binh P. Nguyen, Wei-Liang Tay, Chee-Kong Chui:
Robust Biometric Recognition From Palm Depth Images for Gloved Hands. IEEE Trans. Hum. Mach. Syst. 45(6): 799-804 (2015) - [c10]Binh P. Nguyen, Hoa Ngo, Jihun Kim, Jong Kim:
Publishing Graph Data with Subgraph Differential Privacy. WISA 2015: 134-145 - 2014
- [j6]Rong Wen, Wei-Liang Tay, Binh P. Nguyen, Chin-Boon Chng, Chee-Kong Chui:
Hand gesture guided robot-assisted surgery based on a direct augmented reality interface. Comput. Methods Programs Biomed. 116(2): 68-80 (2014) - [c9]Chee-Kong Chui, Binh P. Nguyen, Rong Wen:
Development of a cognitive engine for balancing automation and human control of surgical robotic system. URAI 2014: 13-17 - 2013
- [j5]Lile Cai, Wei-Liang Tay, Binh P. Nguyen, Chee-Kong Chui, Sim Heng Ong:
Automatic transfer function design for medical visualization using visibility distributions and projective color mapping. Comput. Medical Imaging Graph. 37(7-8): 450-458 (2013) - [j4]Wei Li, Dian Zhou, Minghua Li, Binh P. Nguyen, Xuan Zeng:
Near-Field Communication Transceiver System Modeling and Analysis Using SystemC/SystemC-AMS With the Consideration of Noise Issues. IEEE Trans. Very Large Scale Integr. Syst. 21(12): 2250-2261 (2013) - [c8]Rong Wen, Binh P. Nguyen, Chin-Boon Chng, Chee-Kong Chui:
In situ spatial AR surgical planning using projector-Kinect system. SoICT 2013: 164-171 - 2012
- [j3]Binh P. Nguyen, Wei-Liang Tay, Chee-Kong Chui, Sim Heng Ong:
A clustering-based system to automate transfer function design for medical image visualization. Vis. Comput. 28(2): 181-191 (2012) - [c7]Binh P. Nguyen, Yvonne Ho, Zimei Wu, Chee-Kong Chui:
Implementation of model predictive control with modified minimal model on low-power RISC microcontrollers. SoICT 2012: 165-171 - [c6]Yvonne Ho, Binh P. Nguyen, Chee-Kong Chui:
Ant colony optimization for model predictive control for blood glucose regulation. SoICT 2012: 214-217 - [c5]Duc-Phong Le, Binh P. Nguyen:
Fast point quadrupling on elliptic curves. SoICT 2012: 218-222 - 2011
- [j2]Binh P. Nguyen, Chee-Kong Chui, Sim Heng Ong, Stephen K. Y. Chang:
An efficient compression scheme for 4-D medical images using hierarchical vector quantization and motion compensation. Comput. Biol. Medicine 41(9): 843-856 (2011) - 2010
- [j1]Zhenlan Wang, Binh P. Nguyen, Chee-Kong Chui, Jing Qin, Chuan-Heng Ang, Sim Heng Ong:
An efficient clustering method for fast rendering of time-varying volumetric medical data. Vis. Comput. 26(6-8): 1061-1070 (2010) - [c4]Trang T. T. Do, Thinh M. Le, Binh P. Nguyen, Yajun Ha:
Performance-cost analyses software for H.264 Forward/Inverse Integer Transform. International Symposium on Rapid System Prototyping 2010: 1-7 - [c3]Binh P. Nguyen, Trang T. T. Do, Chee-Kong Chui, Sim Heng Ong:
Prediction-based directional search for fast block-matching motion estimation. SoICT 2010: 86-91 - [c2]Jing Qin, Wai-Man Pang, Binh P. Nguyen, Dong Ni, Chee-Kong Chui:
Particle-based simulation of blood flow and vessel wall interactions in virtual surgery. SoICT 2010: 128-133
2000 – 2009
- 2009
- [c1]Bing Nan Li, Binh P. Nguyen, Sim Heng Ong, Jing Qin, Liangjing Yang, Chee-Kong Chui:
Image Processing and Modeling for Active Needle Steering in Liver Surgery. CAR 2009: 306-310
Coauthor Index
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