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Research Researchers 4314 Publications 9952 Institutions 42
  • Multi-task learning by hierarchical Dirichlet mixture model for sparse failure prediction (2020)

    Simon Luo Victor W. Chu Zhidong Li Yang Wang Jianlong Zhou Fang Chen Raymond K. Wong
    hierarchical dirichlet process multi task learning mixture model dirichlet distribution machine learning +6 more
    Journal of data science Published 2020-05-21
  • Fast learning of neural networks with application to big data processes (2020)

    Jose de Jesus Rubio Yongping Pan Edwin Lughofer Mu Yen Chen Jianbin Qiu
    artificial neural network big data computer science artificial intelligence
    Neurocomputing 6 citations Published 2020-05-21
  • Hybrid randomised learning-based probabilistic data-driven method for fault-induced delayed voltage recovery assessment of power systems (2020)

    Chao Ren Rui Zhang Yuchen Zhang Zhao Yang Dong
    ensemble learning probabilistic logic electric power system data driven machine learning +6 more
    Iet Generation Transmission & Distribution Published 2020-05-19
  • Differentiable Mapping Networks: Learning Structured Map Representations for Sparse Visual Localization (2020)

    Peter Karkus Anelia Angelova Vincent Vanhoucke Rico Jonschkowski
    gradient descent differentiable function robot particle filter robotics +6 more
    arXiv preprint arXiv:2005.09530 2 citations Published 2020-05-19
  • Approaches to Improving Recognition of Underrepresented Named Entities in Hybrid ASR Systems. (2020)

    Tingzhi Mao Yerbolat Khassanov Van Tung Pham Haihua Xu Hao Huang Eng Siong Chng
    language model word error rate lexicon natural language processing performance improvement +4 more
    arXiv preprint arXiv:2005.08742 Published 2020-05-18
  • Application of machine learning methods to understand and predict circulating fluidized bed riser flow characteristics (2020)

    Jia Wei Chew Ray A. Cocco
    artificial neural network fluidization cluster analysis mass flux fluidized bed combustion +6 more
    Chemical Engineering Science 3 citations Published 2020-05-18
  • An inertial measurement unit tracking system for body movement in comparison with optical tracking. (2020)

    Rui Li Barclay Jumet Barclay Jumet Hongliang Ren WenZhan Song Zion Tsz Ho Tse Zion Tsz Ho Tse
    body movement tracking system inertial measurement unit match moving movement disorders +5 more
    Proceedings of the Institution of Mechanical Engineers. Part H, Journal of engineering in medicine 1 citations Published 2020-05-18
  • Predicting Hot Events in the Early Period through Bayesian Model for Social Networks (2020)

    Zuowu Zheng Xiaofeng Gao Xiao Ma Guihai Chen
    bayes theorem bayesian inference bayesian probability machine learning computer science +4 more
    IEEE Transactions on Knowledge and Data Engineering Published 2020-05-15
  • A machine learning approach to fracture mechanics problems (2020)

    Xing Liu Christos E. Athanasiou Nitin P. Padture Brian W. Sheldon Huajian Gao Huajian Gao
    artificial neural network fracture mechanics machine learning software deployment regression +4 more
    Acta Materialia 10 citations Published 2020-05-15
  • Stealthy and Efficient Adversarial Attacks against Deep Reinforcement Learning (2020)

    Jianwen Sun Tianwei Zhang Xiaofei Xie Lei Ma Yan Zheng Kangjie Chen Yang Liu
    reinforcement learning adversary deep learning adversarial system computer security +3 more
    arXiv preprint arXiv:2005.07099 3 citations Published 2020-05-14
  • Bayesian Reinforcement Learning and Bayesian Deep Learning for Blockchains with Mobile Edge Computing (2020)

    Alia Asheralieva Dusit Niyato
    bayesian game markov decision process bayesian probability deep learning complete information +5 more
    IEEE Transactions on Cognitive Communications and Networking 1 citations Published 2020-05-14
  • A Wearable Joint Sensing Device Based on the Inverted Slider Crank (2020)

    Jun Liang Lau Gim Song Soh
    revolute joint robotics knee joint wearable computer simulation +6 more
    USCToMM Symposium on Mechanical Systems and Robotics Published 2020-05-14
  • Reasoning with Latent Structure Refinement for Document-Level Relation Extraction. (2020)

    Guoshun Nan Zhijiang Guo Ivan Sekulić Wei Lu
    relationship extraction inference heuristics f1 score syntax +6 more
    arXiv preprint arXiv:2005.06312 Published 2020-05-13
  • Machine learning-assisted cross-domain prediction of ionic conductivity in sodium and lithium-based superionic conductors using facile descriptors (2020)

    Yijie Xu Yun Zong Kedar Hippalgaonkar
    fast ion conductor lithium ionic conductivity electrolyte machine learning +6 more
    Journal of Physics Communications Published 2020-05-13
  • Deep Neighborhood Component Analysis for Visual Similarity Modeling (2020)

    Xueliang Liu Xun Yang Meng Wang Richang Hong
    computer science pattern recognition artificial intelligence neighborhood component analysis
    ACM Transactions on Intelligent Systems and Technology 1 citations Published 2020-05-13
  • 3DV: 3D Dynamic Voxel for Action Recognition in Depth Video (2020)

    Yancheng Wang Yang Xiao Fu Xiong Wenxiang Jiang Zhiguo Cao Joey Tianyi Zhou Junsong Yuan
    feature learning voxel rgb color model pattern recognition pooling +6 more
    arXiv preprint arXiv:2005.05501 Published 2020-05-12
  • Retrofitting embeddings for unsupervised user identity linkage (2020)

    Tao Zhou Ee-Peng Lim Roy Ka-Wei Lee Feida Zhu Jiuxin Cao
    machine learning embedding computer science profiling social network +3 more
    Pacific-Asia Conference on Knowledge Discovery and Data Mining Published 2020-05-11
  • Hydrological Process Surrogate Modelling and Simulation with Neural Networks (2020)

    Ruixi Zhang Remmy A. M. Zen Jifang Xing Dewa Made Sri Arsa Abhishek Saha Stéphane Bressan
    surrogate model artificial neural network hydrological modelling computer simulation machine learning +6 more
    Pacific-Asia Conference on Knowledge Discovery and Data Mining 1 citations Published 2020-05-11
  • Disk Failure Prediction: An In-Depth Comparison Between Deep Neural Networks and Tree-Based Models (2020)

    Xiang Lan Pin Lin Tan Mengling Feng
    anomaly detection deep learning data loss binary classification data processing +6 more
    AI Ops Competition Published 2020-05-11
  • An end-to-end functional spiking model for sequential feature learning (2020)

    Xiurui Xie Xiurui Xie Guisong Liu Qing Cai Guolin Sun Malu Zhang Malu Zhang Hong Qu
    spiking neural network feature learning neuromorphic engineering encoding pattern recognition +6 more
    Knowledge Based Systems 1 citations Published 2020-05-11
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