Journal
Zhang, S., Yang, B., Yang, H., Zhao, J., Zhang, Y., Gao, Y., . . . Wang, S. (2024). Potential rapid intraoperative cancer diagnosis using dynamic full-field optical coherence tomography and deep learning: A prospective cohort study in breast cancer patients.
Science Bulletin. 69(11), 1748-1756
[Journal article]Authored by: Liu, B.Read Online:
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Yang, B., Li, J., Wang, J., Li, R., Gu, K., & Liu, B. (2024). DiffusionDCI: A Novel Diffusion-Based Unified Framework for Dynamic Full-Field OCT Image Generation and Segmentation.
IEEE Access. 12, 37702-37714
[Journal article]Authored by: Liu, B.Read article at Massey Research Online:
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Liu, B., Wang, Z., Zhang, J., Wu, J., & Qu, G. (2024). DeepSIM: a novel deep learning method for graph similarity computation.
Soft Computing. 28(1), 61-76
[Journal article]Authored by: Liu, B.Read article at Massey Research Online:
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Yan, X., Liu, B., & Qu, G. (2024). Efficient Monocular Human Pose Estimation Based on Deep Learning Methods: A Survey.
IEEE Access. 12, 72650-72661
[Journal article]Authored by: Liu, B.Read article at Massey Research Online:
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Wu, J., Liu, B., Zhang, J., Wang, Z., & Li, J. (2023). DL-PPI: a method on prediction of sequenced protein–protein interaction based on deep learning.
BMC Bioinformatics. 24(1)
[Journal article]Authored by: Liu, B.Read article at Massey Research Online:
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Zhuang, X., Liu, B., Long, J., Wang, H., Yu, J., Ji, X., . . . Zhao, S. (2024). Machine-learning-based classification of diffuse large B-cell lymphoma patients by a 7-mRNA signature enriched with immune infiltration and cell cycle.
Clinical and Translational Oncology. 26(4), 936-950
[Journal article]Authored by: Liu, B.Read Online:
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Zhang, J., Liu, B., Wu, J., Wang, Z., & Li, J. (2023). DeepCAC: a deep learning approach on DNA transcription factors classification based on multi-head self-attention and concatenate convolutional neural network.
BMC Bioinformatics. 24(1)
[Journal article]Authored by: Liu, B.Read article at Massey Research Online:
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Wang, H., Liu, B., Long, J., Yu, J., Ji, X., Li, J., . . . Zhao, S. (2023). Integrative analysis identifies two molecular and clinical subsets in Luminal B breast cancer.
iScience. 26(9)
[Journal article]Authored by: Liu, B.Read article at Massey Research Online:
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Liu, B., Wang, M., & Guesgen, HW. (2023). A hybrid model for spatial–temporal prediction of PM<inf>2.5</inf> based on a time division method.
International Journal of Environmental Science and Technology. 20(11), 12195-12206
[Journal article]Authored by: Guesgen, H., Liu, B.Read Online:
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Liu, B., He, X., Song, M., Li, J., Qu, G., Lang, J., . . . Gu, R. (2021). A Method for Mining Granger Causality Relationship on Atmospheric Visibility.
ACM Transactions on Knowledge Discovery from Data. 15(5)
[Journal article]Authored by: Liu, B.Read Online:
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Liu, B., Yan, S., Li, J., Li, Y., Lang, J., & Qu, G. (2021). A Spatiotemporal Recurrent Neural Network for Prediction of Atmospheric PM2.5: A Case Study of Beijing.
IEEE Transactions on Computational Social Systems. 8(3), 578-588
[Journal article]Authored by: Liu, B.Read Online:
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Liu, B., Zhao, Y., Yang, B., Zhao, S., Gu, R., & Gahegan, M. (2021). A gastric cancer recognition algorithm on gastric pathological sections based on multistage attention-DenseNet.
Concurrency and Computation: Practice and Experience. 33(10)
[Journal article]Authored by: Liu, B.Read Online:
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Li, J., Zhao, S., Yang, J., Huang, Z., Liu, B., Chen, S., . . . Wang, Q. (2020). WCP-RNN: a novel RNN-based approach for Bio-NER in Chinese EMRs: Paper ID: FC_17_25.
Journal of Supercomputing. 76(3), 1450-1467
[Journal article]Authored by: Liu, B.Read Online:
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Liu, B., Zhao, H., Liu, Y., Wang, S., Li, J., Li, Y., . . . Gu, R. (2020). Discovering multi-dimensional motifs from multi-dimensional time series for air pollution control.
Concurrency and Computation: Practice and Experience. 32(11)
[Journal article]Authored by: Liu, B.Read Online:
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Liu, B., Yao, K., Zhao, Z., Ding, S., & Chen, H. (2020). Research on the evaluation model of graduate employment prospects.
International Journal of Information and Education Technology. 10(3), 191-195
[Journal article]Authored by: Liu, B.Read Online:
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Akhtar, F., Li, J., Pei, Y., Imran, A., Rajput, A., Azeem, M., . . . Liu, B. (2020). Diagnosis of large-for-gestational-age infants using a semi-supervised feature learned from expert and data.
Multimedia Tools and Applications. 79(45-46), 34047-34077
[Journal article]Authored by: Liu, B.Read Online:
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Wang, S., Yang, B., Liu, B., & Zheng, G. (2020). Dual attention module and multi-label based fully convolutional network for crowd counting.
IET Computer Vision. 14(7), 443-451
[Journal article]Authored by: Liu, B.Read Online:
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Li, J., Fu, G., Chen, Y., Li, P., Liu, B., Pei, Y., . . . Feng, H. (2020). A multi-label classification model for full slice brain computerised tomography image.
BMC Bioinformatics. 21
[Journal article]Authored by: Liu, B.Read article at Massey Research Online:
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Liu, B., Yan, S., Li, J., Qu, G., Li, Y., Lang, J., . . . Gu, R. (2019). A Sequence-to-Sequence Air Quality Predictor Based on the n-Step Recurrent Prediction.
IEEE Access. 7, 43331-43345
[Journal article]Authored by: Liu, B.Read Online:
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Li, J., Sun, J., Liu, L., Liu, B., Xiao, C., & Wang, F. (2019). Improved Maximum Margin Clustering via the Bundle Method.
IEEE Access. 7, 63709-63721
[Journal article]Authored by: Liu, B.Read Online:
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Xu, W., Li, J., Li, J., Yang, JJ., Wang, Q., Liu, B., . . . Qiu, W. (2019). An investigation about gene modules associated with HDPSC differentiation for adolescents.
Stem Cells International. 2019
[Journal article]Authored by: Liu, B.Read article at Massey Research Online:
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Liu, B., Yan, S., You, H., Dong, Y., Li, Y., Lang, J., . . . Gu, R. (2018). Road surface temperature prediction based on gradient extreme learning machine boosting.
Computers in Industry. 99, 294-302
[Journal article]Authored by: Liu, B.Read Online:
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Li, J., Yang, JJ., Zhao, Y., Liu, B., Zhou, M., Bi, J., . . . Wang, Q. (2017). Enforcing Differential Privacy for Shared Collaborative Filtering.
IEEE Access. 5, 35-49
[Journal article]Authored by: Liu, B.Read Online:
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Xu, Z., Li, J., Liu, B., Bi, J., Li, R., & Mao, R. (2017). Semi-supervised learning in large scale text categorization.
Journal of Shanghai Jiaotong University (Science). 22(3), 291-302
[Journal article]Authored by: Liu, B.Read Online:
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Liu, B., Huang, K., Li, J., & Zhou, MC. (2015). An incremental and distributed inference method for large-scale ontologies based on MapReduce paradigm.
IEEE Transactions on Cybernetics. 45(1), 53-64
[Journal article]Authored by: Liu, B.Read Online:
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Li, J., Liu, C., Liu, B., Mao, R., Wang, Y., Chen, S., . . . Wang, Q. (2015). Diversity-aware retrieval of medical records.
Computers in Industry. 69, 81-91
[Journal article]Authored by: Liu, B.Read Online:
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Liu, B., Li, J., Chen, C., Tan, W., Chen, Q., & Zhou, M. (2015). Efficient motif discovery for large-scale time series in healthcare.
IEEE Transactions on Industrial Informatics. 11(3), 583-590
[Journal article]Authored by: Liu, B.Read Online:
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Li, JQ., Yang, JJ., Liu, C., Zhao, Y., Liu, B., & Shi, Y. (2014). Exploiting semantic linkages among multiple sources for semantic information retrieval.
Enterprise Information Systems. 8(4), 464-489
[Journal article]Authored by: Liu, B.Read Online:
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Liu, B., Madduri, RK., Sotomayor, B., Chard, K., Lacinski, L., Dave, UJ., . . . Foster, IT. (2014). Cloud-based bioinformatics workflow platform for large-scale next-generation sequencing analyses.
Journal of Biomedical Informatics. 49, 119-133
[Journal article]Authored by: Liu, B.Read Online:
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Li, JQ., Yang, JJ., Zhao, Y., & Liu, B. (2013). A top-down approach for approximate data anonymisation.
Enterprise Information Systems. 7(3), 272-302
[Journal article]Authored by: Liu, B.Read Online:
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Liu, B., Li, J., & Zhao, Y. (2012). Repairing and reasoning with inconsistent and uncertain ontologies.
Advances in Engineering Software. 45(1), 380-390
[Journal article]Authored by: Liu, B.Read Online:
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Li, JQ., Zhao, Y., & Liu, B. (2012). Exploiting semantic resources for large scale text categorization.
Journal of Intelligent Information Systems. 39(3), 763-788
[Journal article]Authored by: Liu, B.Read Online:
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Conference
Yue, X., Liu, B., Zhang, F., & Qu, G.Edged Weisfeiler-Lehman Algorithm.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). (pp. 93 - 109). 0302-9743.
[Conference]Authored by: Liu, B.Read Online:
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Wang, H., Li, J., Liu, B., Li, J., & Long, J.Similarity Calculation Model between Patients with Chinese Electronic Medical Records Based on Multi-View Hierarchical Leaning Network.
Proceedings - 2024 IEEE 48th Annual Computers, Software, and Applications Conference, COMPSAC 2024. (pp. 2153 - 2158).
[Conference]Authored by: Liu, B.Read Online:
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Wang, J., Liu, B., Li, Y., Li, J., & Pei, Y.CAM-CycleGAN: A Weakly Supervised Segmentation Method for Medical Images Based on Cycle Consistensy Generative Adversarial Networks.
IMCEC 2024 - IEEE 6th Advanced Information Management, Communicates, Electronic and Automation Control Conference. (pp. 1293 - 1296).
[Conference]Authored by: Liu, B.Read Online:
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Wang, Y., Liu, B., Yang, B., Li, JQ., Li, Y., & Pei, Y.DDPM-SKDNet: A Deep Learning Method for ICG Image Classification.
Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics. (pp. 3204 - 3209). 1062-922X.
[Conference]Authored by: Liu, B.Read Online:
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Su, Z., Liu, B., Li, J., & Pei, Y.An Improved Method for Chinese Relationship Extraction.
Lecture Notes in Electrical Engineering. (pp. 19 - 25). 1876-1100.
[Conference]Authored by: Liu, B.Read Online:
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Liu, B., Zhang, J., Xu, Y., Li, J., Pei, Y., & Qu, G.A multimodal sentiment recognition method based on attention mechanism.
ACM International Conference Proceeding Series. (pp. 213 - 220).
[Conference]Authored by: Liu, B.Read Online:
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Zhao, Y., Liu, B., Li, J., Li, Y., Chen, H., & Qu, G.Boundary U-Net: A Segmentation Method to Improve Salt Bodies Identification Accuracy.
Lecture Notes in Electrical Engineering. (pp. 27 - 40). 1876-1100.
[Conference]Authored by: Liu, B.Read Online:
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Wang, X., Liu, B., Shen, L., Li, Y., Gu, R., & Qu, G.A Summary Evaluation Method Combining Linguistic Quality and Semantic Similarity.
Proceedings - 2020 International Conference on Computational Science and Computational Intelligence, CSCI 2020. (pp. 637 - 642).
[Conference]Authored by: Liu, B.Read Online:
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Yao, G., Li, J., Pei, Y., Akhtar, F., & Liu, B.An Automatic Turner Syndrome Identification System with Facial Images.
Lecture Notes in Electrical Engineering. (pp. 105 - 112). 1876-1100.
[Conference]Authored by: Liu, B.Read Online:
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Liu, B., He, X., Li, J., Qu, G., Lang, J., & Gu, R.Granger-Causality Mining in Atmospheric Visibility Based on Deep Learning.
Lecture Notes in Electrical Engineering. (pp. 261 - 269). 1876-1100.
[Conference]Authored by: Liu, B.Read Online:
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Liu, B., Zhang, J., Li, J., Qu, G., Li, Y., & Lang, J.Semi-automated Construction of Air Pollution Domain Ontology.
Lecture Notes in Electrical Engineering. (pp. 79 - 86). 1876-1100.
[Conference]Authored by: Liu, B.Read Online:
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Liu, B., Li, X., Wang, H., Zhao, S., Li, J., Qu, G., . . . Wang, F.Retyping of triple-negative breast cancer based on clustering method.
Expert Systems. 40
(2)0266-4720.
[Conference]Authored by: Liu, B.Read Online:
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Wang, M., Liu, B., Li, J., Li, Y., Chen, H., Zhou, Z., . . . Zhang, W.A Location-Based Approach for Web Service QoS Prediction via Multivariate Time Series Forecast.
Proceedings of the IEEE International Conference on Software Engineering and Service Sciences, ICSESS. (pp. 36 - 39). 2327-0586.
[Conference]Authored by: Liu, B.Read Online:
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Liu, B., Yan, S., Li, J., Qu, G., Li, Y., Lang, J., . . . Gu, R.An Attention-Based Air Quality Forecasting Method.
Proceedings - 17th IEEE International Conference on Machine Learning and Applications, ICMLA 2018. (pp. 728 - 733).
[Conference]Authored by: Liu, B.Read Online:
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Liu, B., Li, X., Li, J., Li, Y., Lang, J., Gu, R., . . . Wang, F.Comparison of Machine Learning Classifiers for Breast Cancer Diagnosis Based on Feature Selection.
Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018. (pp. 4399 - 4404).
[Conference]Authored by: Liu, B.Read Online:
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Li, J., Xu, X., Guan, Y., Imran, A., Liu, B., Zhang, L., . . . Xie, L.Automatic Cataract Diagnosis by Image-Based Interpretability.
Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018. (pp. 3964 - 3969).
[Conference]Authored by: Liu, B.Read Online:
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Han, Z., Qu, G., Liu, B., Liu, A., Cai, W., & Burkard, D.Genetic algorithm based parallelization planning for legacy real-time embedded programs.
Proceedings - 2018 1st IEEE International Conference on Artificial Intelligence for Industries, AI4I 2018. (pp. 96 - 99).
[Conference]Authored by: Liu, B.Read Online:
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Yue, X., Qu, G., Liu, B., & Liu, A.Detection sound source direction in 3D space using convolutional neural networks.
Proceedings - 2018 1st IEEE International Conference on Artificial Intelligence for Industries, AI4I 2018. (pp. 81 - 84).
[Conference]Authored by: Liu, B.Read Online:
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Liu, B., Shi, C., Li, J., Li, Y., Lang, J., & Gu, R.Comparison of Different Machine Learning Methods to Forecast Air Quality Index.
Lecture Notes in Electrical Engineering. (pp. 235 - 245). 1876-1100.
[Conference]Authored by: Liu, B.Read Online:
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Liu, B., Huang, M., Yao, K., Wei, L., Fei, X., & Qing, W.Prediction and study of the applicability of medical gels to patients.
Proceedings - International Computer Software and Applications Conference. (pp. 423 - 428). 0730-3157.
[Conference]Authored by: Liu, B.Read Online:
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Han, Z., Qu, G., Liu, B., & Zhang, F.A temporal dependency aware approach for scheduling real-time tasks on multi-core platforms.
Proceedings - 21st IEEE International Conference on High Performance Computing and Communications, 17th IEEE International Conference on Smart City and 5th IEEE International Conference on Data Science and Systems, HPCC/SmartCity/DSS 2019. (pp. 2027 - 2032).
[Conference]Authored by: Liu, B.Read Online:
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Han, Z., Qu, G., Liu, B., & Zhang, F.Parallelization planning for legacy programs: A multi-objective genetic algorithm approach.
Proceedings - 21st IEEE International Conference on High Performance Computing and Communications, 17th IEEE International Conference on Smart City and 5th IEEE International Conference on Data Science and Systems, HPCC/SmartCity/DSS 2019. (pp. 2156 - 2161).
[Conference]Authored by: Liu, B.Read Online:
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Liu, B., Jing, H., Li, J., Li, Y., Qu, G., & Gu, R.Image segmentation of salt deposits using deep convolutional neural network.
Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics. (pp. 3304 - 3309). 1062-922X.
[Conference]Authored by: Liu, B.Read Online:
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Akhtar, F., Li, J., Pei, Y., Liu, B., Azeem, M., Wang, Q., . . . Yang, JJ.Diagnosis of Large for Gestational Age Fetus with an Expert-Driven Feature Selection Scheme.
2019 IEEE Symposium Series on Computational Intelligence, SSCI 2019. (pp. 3152 - 3157).
[Conference]Authored by: Liu, B.Read Online:
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Han, Z., Qu, G., Liu, B., & Zhang, F.Task decomposition and parallelization planning for automotive power-train applications.
Proceedings - 2019 IEEE Intl Conf on Parallel and Distributed Processing with Applications, Big Data and Cloud Computing, Sustainable Computing and Communications, Social Computing and Networking, ISPA/BDCloud/SustainCom/SocialCom 2019. (pp. 398 - 404).
[Conference]Authored by: Liu, B.Read Online:
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Liu, B., Zhang, M., Guo, T., & Cheng, Y.Classification of gastric slices based on deep learning and sparse representation.
Proceedings of the 30th Chinese Control and Decision Conference, CCDC 2018. (pp. 1825 - 1829).
[Conference]Authored by: Liu, B.Read Online:
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En, M., Li, R., Li, J., & Liu, B.Feature Pyramid Based Scene Text Detector.
Proceedings of the International Conference on Document Analysis and Recognition, ICDAR. (pp. 3 - 8). 1520-5363.
[Conference]Authored by: Liu, B.Read Online:
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Liu, B., Yao, K., Huang, M., Zhang, J., Li, Y., & Li, R.Gastric Pathology Image Recognition Based on Deep Residual Networks.
Proceedings - International Computer Software and Applications Conference. (pp. 408 - 412). 0730-3157.
[Conference]Authored by: Liu, B.Read Online:
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Liu, B., Shen, L., You, H., Dong, Y., Li, J., Li, Y., . . . Gu, R.Forecasting road surface temperature in Beijing based on machine learning algorithms.
ACM International Conference Proceeding Series.
[Conference]Authored by: Liu, B.Read Online:
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Liu, B., Yan, S., Li, J., & Li, Y.Forecasting PM2.5 concentration using Spatio-Temporal Extreme Learning Machine.
Proceedings - 2016 15th IEEE International Conference on Machine Learning and Applications, ICMLA 2016. (pp. 950 - 953).
[Conference]Authored by: Liu, B.Read Online:
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Zhang, L., Li, J., Zhang, I., Han, H., Liu, B., Yang, J., . . . Wang, Q.Automatic cataract detection and grading using Deep Convolutional Neural Network.
Proceedings of the 2017 IEEE 14th International Conference on Networking, Sensing and Control, ICNSC 2017. (pp. 60 - 65).
[Conference]Authored by: Liu, B.Read Online:
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Liu, B., Yao, K., Wei, L., Fei, X., & Wangqing, .The Investigation on Effectiveness Evaluation Methods for One Medical Material Used for Surgery Patients Based on Electronic Medical Records Data.
Proceedings - International Computer Software and Applications Conference. (pp. 253 - 258). 0730-3157.
[Conference]Authored by: Liu, B.Read Online:
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Liu, B., Liu, Y., Li, J., Lang, J., & Gu, R.Multi-dimensional motif discovery in air pollution data.
2017 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2017. (pp. 531 - 536).
[Conference]Authored by: Liu, B.Read Online:
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Liu, B., Yan, S., You, H., Dong, Y., Li, J., Li, Y., . . . Gu, R.An ensembled RBF extreme learning machine to forecast road surface temperature.
Proceedings - 16th IEEE International Conference on Machine Learning and Applications, ICMLA 2017. (pp. 977 - 980).
[Conference]Authored by: Liu, B.Read Online:
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Sun, J., Liu, L., Li, J., Yang, JJ., Chen, S., Wang, Q., . . . Bi, J.A data-driven approach to predict Small-for-Gestational-Age infants.
ICNSC 2016 - 13th IEEE International Conference on Networking, Sensing and Control.
[Conference]Authored by: Liu, B.Read Online:
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Liu, B., Li, J., Yang, J., Bi, J., Li, R., & Li, Y.Pattern Recognition for Large-Scale and Incremental Time Series in Healthcare.
Proceedings - International Computer Software and Applications Conference. (pp. 653 - 658). 0730-3157.
[Conference]Authored by: Liu, B.Read Online:
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Tian, M., Li, J., Yang, JJ., Liu, B., Meng, X., Li, R., . . . Bi, J.Exploiting collaborative learning for concept extraction in the medical field.
ACM International Conference Proceeding Series. (pp. 1 - 5).
[Conference]Authored by: Liu, B.Read Online:
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