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Dengfeng Ke

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2010 – today

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2019
[j7]
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  - journals/apin/CaiXKSS19
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Chenghao Cai, Yanyan Xu, Dengfeng Ke, Kaile Su, Jing Sun:
Trainable back-propagated functional transfer matrices. Appl. Intell. 49(2): 376-395 (2019)
2018
[c19]
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  - conf/icassp/LiuNZKLL18
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Bin Liu, Shuai Nie, Yaping Zhang, Dengfeng Ke, Shan Liang, Wenju Liu:
Boosting Noise Robustness of Acoustic Model via Deep Adversarial Training. ICASSP 2018: 5034-5038
[c18]
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Ke Ding, Ne Luo, Yanyan Xu, Dengfeng Ke, Kaile Su:
Mutual-optimization Towards Generative Adversarial Networks For Robust Speech Recognition. ICPR 2018: 2699-2704
[c17]
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Tianyu Liu, Yongzhi Ying, Yanyan Xu, Dengfeng Ke, Kaile Su:
Fine-Grained Air Quality Prediction using Attention Based Neural Network. IJCNN 2018: 1-6
[i3]
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  - journals/corr/abs-1805-01357
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Bin Liu, Shuai Nie, Yaping Zhang, Dengfeng Ke, Shan Liang, Wenju Liu:
Boosting Noise Robustness of Acoustic Model via Deep Adversarial Training. CoRR abs/1805.01357 (2018)
2017
[j6]
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Yanyan Xu, Dengfeng Ke, Kaile Su:
Contextualized Latent Semantic Indexing: A New Approach to Automated Chinese Essay Scoring. J. Intelligent Systems 26(2): 263 (2017)
[j5]
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YuKang Jia, Zhicheng Wu, Yanyan Xu, Dengfeng Ke, Kaile Su:
Long Short-Term Memory Projection Recurrent Neural Network Architectures for Piano's Continuous Note Recognition. J. Robotics 2017: 2061827:1-2061827:7 (2017)
[c16]
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  - conf/icdar/LiuZXLKGSLC17
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Ning Liu, Dongxiang Zhang, Xing Xu, Wenju Liu, Dengfeng Ke, Long Guo, Shengkun Shi, Hui Liu, Lijiang Chen:
An Iterative Refinement Framework for Image Document Binarization with Bhattacharyya Similarity Measure. ICDAR 2017: 93-98
[c15]
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Ning Liu, Dongxiang Zhang, Xing Xu, Long Guo, Lijiang Chen, Wenju Liu, Dengfeng Ke:
Robust Math Formula Recognition in Degraded Chinese Document Images. ICDAR 2017: 113-118
[c14]
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  - conf/ijcnn/ZhaoXKS17
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Jinming Zhao, Yanyan Xu, Dengfeng Ke, Kaile Su:
Deep neural network bottleneck features for bird species verification. IJCNN 2017: 927-933
[c13]
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  - conf/ijcnn/CaiKXS17
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Chenghao Cai, Dengfeng Ke, Yanyan Xu, Kaile Su:
Symbolic manipulation based on deep neural networks and its application to axiom discovery. IJCNN 2017: 2136-2143
[i2]
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  - journals/corr/CaiKXS17
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Chenghao Cai, Dengfeng Ke, Yanyan Xu, Kaile Su:
Learning of Human-like Algebraic Reasoning Using Deep Feedforward Neural Networks. CoRR abs/1704.07503 (2017)
[i1]
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  - journals/corr/abs-1710-10403
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Chenghao Cai, Yanyan Xu, Dengfeng Ke, Kaile Su, Jing Sun:
Trainable back-propagated functional transfer matrices. CoRR abs/1710.10403 (2017)
2016
[j4]
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  - journals/nle/HaoXKSP16
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Shudong Hao, Yanyan Xu, Dengfeng Ke, Kaile Su, Hengli Peng:
SCESS: a WFSA-based automated simplified chinese essay scoring system with incremental latent semantic analysis. Natural Language Engineering 22(2): 291-319 (2016)
2015
[j3]
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  - journals/cin/CaiXKS15
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Chenghao Cai, Yanyan Xu, Dengfeng Ke, Kaile Su:
Deep Neural Networks with Multistate Activation Functions. Comp. Int. and Neurosc. 2015: 721367:1-721367:10 (2015)
[j2]
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Chenghao Cai, Yanyan Xu, Dengfeng Ke, Kaile Su:
A Fast Learning Method for Multilayer Perceptrons in Automatic Speech Recognition Systems. J. Robotics 2015: 797083:1-797083:7 (2015)
[c12]
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  - conf/ijcnn/CaiKXS15
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Chenghao Cai, Dengfeng Ke, Yanyan Xu, Kaile Su:
A Combination of Multi-state Activation Functions, Mean-normalisation and Singular Value Decomposition for learning Deep Neural Networks. IJCNN 2015: 1-8
[c11]
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  - conf/interspeech/HuangKZXXS15
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Bin Huang, Dengfeng Ke, Hao Zheng, Bo Xu, Yanyan Xu, Kaile Su:
Multi-task learning deep neural networks for speech feature denoising. INTERSPEECH 2015: 2464-2468
2014
[j1]
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  - journals/jsw/ZhangHXKP14
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Mingqing Zhang, Shudong Hao, Yanyan Xu, Dengfeng Ke, Hengli Peng:
Automated Essay Scoring Using Incremental Latent Semantic Analysis. JSW 9(2): 429-436 (2014)
[c10]
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Shudong Hao, Yanyan Xu, Hengli Peng, Kaile Su, Dengfeng Ke:
Automated Chinese Essay Scoring from Topic Perspective Using Regularized Latent Semantic Indexing. ICPR 2014: 3092-3097
[c9]
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  - conf/pricai/CaiKXS14
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Chenghao Cai, Dengfeng Ke, Yanyan Xu, Kaile Su:
Fast Learning of Deep Neural Networks via Singular Value Decomposition. PRICAI 2014: 820-826
2013
[c8]
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  - conf/icdar/HaoGZXPSK13
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Shudong Hao, Zongtian Gao, Mingqing Zhang, Yanyan Xu, Hengli Peng, Kaile Su, Dengfeng Ke:
Automated Error Detection and Correction of Chinese Characters in Written Essays Based on Weighted Finite-State Transducer. ICDAR 2013: 763-767
2012
[c7]
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  - conf/acl/PengKX12
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Xingyuan Peng, Dengfeng Ke, Bo Xu:
Automated Essay Scoring Based on Finite State Transducer: towards ASR Transcription of Oral English Speech. ACL (1) 2012: 50-59
[c6]
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  - conf/iscslp/FanKFLX12
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Lichun Fan, Dengfeng Ke, Xiaoyin Fu, Shixiang Lu, Bo Xu:
Power-normalized PLP (PNPLP) feature for robust speech recognition. ISCSLP 2012: 224-228
2010
[c5]
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  - conf/interspeech/ZhuKCX10
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Taotao Zhu, Dengfeng Ke, Zhenbiao Chen, Bo Xu:
A new approach for automatic tone error detection in strong accented Mandarin based on dominant set. INTERSPEECH 2010: 777-780
[c4]
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  - conf/iucs/ZhuKCX10
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Taotao Zhu, Dengfeng Ke, Zhenbiao Chen, Bo Xu:
A preliminary exploration on tone error detection in Mandarin based on clustering. IUCS 2010: 48-51
[c3]
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  - conf/iucs/PengKCX10
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Xingyuan Peng, Dengfeng Ke, Zhenbiao Chen, Bo Xu:
Automated Chinese Essay Scoring using Vector Space Models. IUCS 2010: 149-153

2000 – 2009

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2009
[c2]
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  - conf/icassp/KeX09
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Dengfeng Ke, Bo Xu:
Chinese intonation assessment using SEV features. ICASSP 2009: 4853-4856
2004
[c1]
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  - conf/iscslp/OuK04
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Guiwen Ou, Dengfeng Ke:
Text-independent speaker verification based on relation of MFCC components. ISCSLP 2004: 57-60

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