Publications

2025. ResearcherID, Dblp, Scopus, Orcid, IEEE, ACM, Semantic scholar, Google scholar

Le MH, Dao NA, Dang XT. Bayesian Inference for Drug Discovery by High Negative Samples and Oversampling. Bioinformatics and Biology Insights, ISSN 11779322, Q2. 2025;19. doi:10.1177/11779322251328269

Nguyen, Q.A.; Dao, N.A.; Nguyen, L. Enhanced Pilot Attention Monitoring: A Time-Frequency EEG Analysis Using CNN–LSTM Networks for Aviation Safety. Information 2025, 16, 503. Multidisciplinary Digital Publishing Institute, ISSN 2078-2489 MDPI, Information, Q2, https://doi.org/10.3390/info16060503

 2024. Dao NA, Le MH, Dang XT (2024) Label Transfer for Drug Disease Association in Three Meta-Paths. Evolutionary Bioinformatics, ISSN 11769343,  Q2. 2024 Sep 13;20:11769343241272414. doi: 10.1177/11769343241272414. PMID: 39279816; PMCID: PMC11401013. 

Quynh Anh Nguyen, Dao Nam Anh. (2024). Cognitive States Prediction with KNN and TomekLinks. Machine Learning and Other Soft Computing Techniques: Biomedical and Related Applications. Studies in Systems, Decision and Control, vol 543. Springer, Cham. https://doi.org/10.1007/978-3-031-63929-6_8, ISSN 21984182, 21984190 Scopus

Q. H. Pham and N. A. Dao (2024) A new approach to anti-forgery using saliency guided image watermarking, J. Comput. Sci. Cybern., vol. 40, no. 3, p. 219–231, Sep. 2024.  ISSN 2815-5939, https://doi.org/10.15625/1813-9663/20178 

Manh Hung Le, Nam Anh Dao & Xuan Tho Dang (2024). High Potential Negative Sampling for Drug Disease Association Prediction. In: Machine Learning and Other Soft Computing Techniques: Biomedical and Related Applications. Studies in Systems, Decision and Control, vol 543. Springer, Cham. https://doi.org/10.1007/978-3-031-63929-6_7 ISSN 21984182, 21984190 Scopus

Manh Hung Le, Dao Nam Anh, Xuan Tho Dang. Enhancing Drug Discovery Through A Meta-Path Based Oversampling Approach For Imbalanced Data, Journal of Science and Technology (JST), ISSN: 1859-0209, Section on information and communication technology, No. 13 (1-2024), pp. 21-33, 2024, impact factor.. https://doi.org/10.56651/lqdtu.jst.v13.n01.817.ict

2023. Xuan Tho Dang, Manh Hung Le, Dao Nam Anh, Drug Repositioning for Drug Disease Association in Meta-paths, Deep Learning and Other Soft Computing Techniques. Studies in Computational Intelligence, vol 1097. Springer, Cham. https://doi.org/10.1007/978-3-031-29447-1_4 

Dao Nam Anh, Quynh Anh Nguyen, Mental States Detection by Extreme Gradient Boosting and k-means, , Deep Learning and Other Soft Computing Techniques. Studies in Computational Intelligence, vol 1097. Springer, Cham. https://doi.org/10.1007/978-3-031-29447-1_2 

Dao Nam Anh, Manh Hung Le, and Anh Ngoc Le, Integrated Solution for Chest X-ray Image Classification, book chapter, in C. Karthik Chandran et al, Machine Learning for Healthcare Systems: Foundations and Applications, River Publishers, 2023, pp. 73–89, ISBN 978-10-0095-998-7, Scopus

Dao Nam Anh,  Xuan Tho Dang (2023) Chest X-Ray Image Analysis with ResNet50, SMOTE and SafeSMOTE. Biomedical and Other Applications of Soft Computing. Studies in Computational Intelligence, vol 1045. Springer, Cham. https://doi.org/10.1007/978-3-031-08580-2_18, Scopus

Dao Nam Anh, Dao Viet Bach (2023) Classifying of VN-index Bullishness by Bayesian Inference, Big Data, SCIE, Q2 , pp:35–47, 2023, https://doi.org/10.1089/big.2021.0266

2022

Dao Nam Anh, Nguyen Quynh Anh, Le Manh Hung (2022) CNN-based features for filtering of crisis related social media messages, TNU journal of science and technology, T. 227, S. 15. pp.3-13, https://doi.org/10.34238/tnu-jst.6133 

Xuan Tho Dang & Nam Anh Dao (2022) Implementation of SMOTE and VGG-16 for COVID-19 Radiography, Intelligent Systems and Networks. Lecture Notes in Networks and Systems, vol 471. Springer, Singapore. https://doi.org/10.1007/978-981-19-3394-3_58, Scopus

Anh, N.Q., Anh, D.N. (2022) Sentiment Analysis in Twitter by Resnet-50 and VGG-19, Intelligent Systems and Networks. Lecture Notes in Networks and Systems, vol 471. Springer, Singapore. https://doi.org/10.1007/978-981-19-3394-3_12, Scopus

Dao, N.A., Nguyen, H.M., Nguyen, K.T. (2021) Mining for Building Energy-consumption Patterns by using Intelligent Clustering, IEIE Transactions on Smart Processing and Computing, 2021, 10(6), pp. 469–476, doi: 10.5573/IEIESPC.2021.10.6.469, Scopus

2021.

Tho D.X., Dao Nam Anh. (2021) Deep Learning-Based Imbalanced Data Classification for Chest X-Ray Image Analysis. In: Intelligent Systems and Networks. ICISN 2021. Lecture Notes in Networks and Systems, vol 243. Springer, Singapore. DOI: 10.1007/978-981-16-2094-2_14, Scopus

Tho D.X., Anh D.N. (2021) Imbalance in Learning Chest X-Ray Images for COVID-19 Detection. In: Phuong N.H., Kreinovich V. (eds) Soft Computing: Biomedical and Related Applications. Studies in Computational Intelligence, vol 981. Springer, Cham. https://doi.org/10.1007/978-3-030-76620-7_9 

2020. 

Dao Nam Anh, Thuy-Binh Nguyen, and Thi-Lan Le, Projection with Gaussian Kernel for Person Re-Identification, Journal of Advanced Computational Intelligence and Intelligent Informatics, JACIII, Vol.24 No.5, pp. 638-647 (2020), ISSN: 1343-0130(Print) / 1883-8014(Online), DOI: 10.20965/jaciii.2020.p0638, Scopus, ESCI

Dao Nam Anh, Interestingness Improvement of Face Images by Learning Visual Saliency, Journal of Advanced Computational Intelligence and Intelligent Informatics, JACIII, Vol.24 No.5, pp. 630-637 (2020), ISSN: 1343-0130(Print) / 1883-8014(Online), DOI: 10.20965/jaciii.2020.p0630, Scopus, ESCI

Anh D.N. (2021) Visualization of Musical Emotions by Colors of Images. In: Kreinovich V., Hoang Phuong N. (eds) Soft Computing for Biomedical Applications and Related Topics. Studies in Computational Intelligence, vol 899. Springer, Cham. https://doi.org/10.1007/978-3-030-49536-7_15  

Dao Nam Anh and Pham Quang Huy, Structuring Element for Secure Reversible Watermarking, 2020 International Conference on Multimedia Analysis and Pattern Recognition (MAPR), Ha Noi, Vietnam, 2020, pp. 1-6, doi: 10.1109/MAPR49794.2020.9237780. 

Dao Nam Anh, Bui Duong Hung, Pham Quang Huy, Dang Xuan Tho, Feature Analysis for Imbalance Learning, Journal of Advanced Computational Intelligence and Intelligent Informatics, JACIII, Vol.24 No.5, pp. 648-655 (2020), ISSN: 1343-0130(Print) / 1883-8014(Online), DOI: 10.20965/jaciii.2020.p0648, Scopus, ESCI

Dao Nam Anh, (2021) Manifold Based Data Refinement for Biological Analysis. In: Kreinovich V., Hoang Phuong N. (eds) Soft Computing for Biomedical Applications and Related Topics. Studies in Computational Intelligence, vol 899, pp 141-152. Springer, Cham. https://doi.org/10.1007/978-3-030-49536-7_13. Print ISBN 978-3-030-49535-0,  Online ISBN 978-3-030-49536-7. Scopus

2018 Dblp, Scopus, Orcid, IEEE, ACM, Semantic scholar, Google scholar

Dao Nam Anh, Partial Ellipse Filter for Maximizing Region Similarity for Noise Removal and Color Regulation, Multi-disciplinary Trends in Artificial Intelligence, MIWAI, Lecture Notes in Computer Science, vol. 11248, pp 3-18, Springer, 2018.  DOI: 10.1007/978-3-030-03014-8_1,  Print ISBN 978-3-030-03013-1,  Online ISBN 978-3-030-03014-8. ISI Conference Proceedings, Scopus,  Googlescholar, Springerlink, Dblp, ppsx.

Huy P.Q., Anh D.N. (2021) Saliency Guided Image Watermarking for Anti-forgery. In: Kreinovich V., Hoang Phuong N. (eds) Soft Computing for Biomedical Applications and Related Topics. Studies in Computational Intelligence, vol 899. Springer, Cham. https://doi.org/10.1007/978-3-030-49536-7_16 

Dao Nam Anh, Multivariate Filter for Saliency,  MAPR, April 5-6, 2018, IEEE Catalog Number: CFP18MAP-ART (Xplore), ISBN: 978-1-5386-4180-4/18 (Xplore), IEEE explorer, DOI: 10.1109/MAPR.2018.8337522, Dblp, Scopus, ppsx.

Dao Nam Anh, Pham Quang Huy, Luong Chi Mai, Watermark by Learning Non Saliency, The proceedings of the 7th International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA 2018). Advances in Intelligent Systems and Computing. Vol.1014.

ISBN: 978-981-13-9919-0, Dblp, Ulrich's, Scopus, Springerlink, ppsx.

Bui Duong Hung, Dao Nam Anh, Dang Xuan Tho, Relabeling with Mask-S for Imbalanced Class Distribution, The proceedings of the 7th International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA 2018). Advances in Intelligent Systems and Computing. Vol.1014.

ISBN: 978-981-13-9919-0, Dblp, Ulrich's, Scopus, Springerlink, ppsx.

Dao Nam Anh, Trinh Minh Duc, Modification of Happiness Expression in Face Images, International Journal of Natural Computing Research, Volume 6, Issue 2 , pages 58-69, ISSN: 1947-928X, EISSN: 1947-9298, Feb. 2018. doi:10.4018/IJNCR.20170701, Dblp, ACM Digital Library.

Dao Nam Anh, Nguyen The Hoang, Learning Validation for Lung CT Images by Multivariable Class Imbalance, The proceedings of the 7th International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA 2018). Advances in Intelligent Systems and Computing. Vol.1014.

ISBN: 978-981-13-9919-0, Dblp, Ulrich's, Scopus, Springerlink, ppsx.

Dao Nam Anh, Data Sampling Imbalance with Steerable Wavelets for Abnormality Detection in Brain Images, 2nd International Conference on Recent Advances in Signal Processing, Telecommunications & Computing (SigTelCom),  IEEE explorer, DOI: 10.1109/SIGTELCOM.2018.8325782, 2018, pp 158 - 163, Scopus, Dblp, ppsx.

2017 

 Dao Nam Anh, Sparse Nonlocal Texture Mean for Allocation of Irregularity in Images of Brain, Information Systems Design and Intelligent Applications, Advances in Intelligent Systems and Computing 672, Springer, Singapore, ISSN 2194-5357,  pp 618-628, 2018.

ISSN 2194-5365 (electronic), ISBN 978-981-10-7511-7 ISBN 978-981-10-7512-4 (eBook), doi: 978-981-10-7512-4_61, old name: Advances in Intelligent and Soft Computing,  Scopus index, impact factor, pptx.

Dao Nam Anh, Image Saliency in Geometric Aesthetic Aspect, Information Systems Design and Intelligent Applications, Advances in Intelligent Systems and Computing 672. Springer, Singapore, ISSN 2194-5357,  pp 495-505, 2018.

ISSN 2194-5365 (electronic), ISBN 978-981-10-7511-7 ISBN 978-981-10-7512-4 (eBook), doi: 978-981-10-7512-4_61, old name: Advances in Intelligent and Soft Computing,  Scopus index, impact factor

2016  

Dao Nam Anh, Attraction Betterment by Rule of Thirds for Nature Scene Picture, International Journal of Imaging and Robotics, CESER Publications, ISSN: 2231525X, Volume 16, Issue Number 4, pp 125-136, 2016, Scopus index, impact factor.

Dao Nam Anh, Detection of Lesion Region in Skin Images by Moment of Patch, 2016 IEEE RIVF International Conference on Computing & Communication Technologies, Research, Innovation, and Vision for the Future (RIVF), pages: 217 - 222, DOI: 10.1109/RIVF.2016.7800297,  ISBN: 978-1-5090-4133-6,  2016, Scopus, impact factor, pptx.

Dao Nam Anh, Xuan Tho Dang, Bui Duong Hung, Ngo Quoc Tao, Imbalance Regulation for Identification of Abnormality in Medical Images, 2016 IEEE RIVF,  Addendum Proceedings, pages 23-28, Tru Cao and Yo-Sung Ho (Eds), IEEE, November 2016, impact factor, pptx.

Dao Nam Anh, Divergence Analysis by Sparse Neighborhood Nets for Detection of Abnormality in Image of Skin, 8th International Conference on Knowledge and Systems Engineering (KSE), pages: 79 - 84, DOI: 10.1109/KSE.2016.7758033, IEEE, October 2016,  DBLP index, Scopus, impact factor, pptx.

Dao Nam Anh, Reducing Influence of Respiration for Cardiac Motion Registration in CMRI, 8th International Conference on Knowledge and Systems Engineering (KSE), IEEE, pages: 333 - 338, DOI: 10.1109/KSE.2016.7758076, October 2016,  DBLP index, Scopus, impact factor, pptx. 

Dao Nam Anh, Gaussian Filter Based Inpainting for Super-Resolution, International Conference on Science and Technology, 50th Anniversary Of Electric Power University, NXB KHKT, ISBN: 978-604-67-0793-6, pp.608-617, November 16, 2016

Dao Nam Anh, Nguyen Van Quang, Le Xuan Thuy, Academic Performance Forecast for Student Success, XIX National Conference: Some Selected Issues of Information Technology and Communication – Hanoi, Oct 1-2/2016 , pages 31-36, ISBN: 978-604-67-0781-3, NXB KHKT 2016

Dao Nam Anh, Pham Quang Huy, Nguyen Quoc Hung, Nguyen Van Nam, Pham Thi Thuy Loan, Le Hoang, Boosting Visual Attention with Interest Points and Adaptive Bilateral Filter, Journal of Science and Technology (JST), ISSN: 1859-0209, Section on information and communication technology, number 8,  pages 35-51, June 2016, impact factor.

Dao Nam Anh, Visual Attention Detection By Adaptive Non-Local Filter, IEIE Transactions on Smart Processing and Computing, Volume 5, Number 1, pp 49-54 doi:10.5573/IEIESPC.2016.5.1.49, February 2016, Scopus, impact factor

Dao Nam Anh, Visual Attention Detection By Adaptive Non-Local Filter, IEIE Transactions on Smart Processing and Computing, Volume 5, Number 1, pp 49-54 doi:10.5573/IEIESPC.2016.5.1.49, February 2016, Scopus, impact factor