Publications - Machine Learning SG

Robust Seizure Prediction Based on Multivariate Empirical Mode Decomposition and Maximum Synchronization Modularity (2020)

Lihan Tang Menglian Zhao Xiaolin Yang Yangtao Dong Xiaobo Wu

phase synchronization synchronization electroencephalography modularity pattern recognition +6 more

IECON 2020 The 46th Annual Conference of the IEEE Industrial Electronics Society Published 2020-10-18
Interaction-Aware Trajectory Prediction of Connected Vehicles using CNN-LSTM Networks (2020)

Xiaoyu Mo Yang Xing Chen Lv

trajectory visualization computer vision mean squared error lateral movement +3 more

IECON 2020 The 46th Annual Conference of the IEEE Industrial Electronics Society Published 2020-10-18
Data-Driven Neural Network-Based Learning For Regression Problems In Robotics (2020)

Huu-Thiet Nguyen Chien Chern Cheah

robot learning robot kinematics robot robotics iterative learning control +5 more

IECON 2020 The 46th Annual Conference of the IEEE Industrial Electronics Society Published 2020-10-18
A fault detection model for air handling units based on the machine learning algorithms (2020)

Bingjie Wu Wenjian Cai Xin Zhang

fault detection and isolation f1 score support vector machine hyperparameter optimization machine learning +2 more

IECON 2020 The 46th Annual Conference of the IEEE Industrial Electronics Society Published 2020-10-18
Robust Face Alignment by Multi-order High-precision Hourglass Network (2020)

Jun Wan Zhihui Lai Jun Liu Jie Zhou Can Gao

subpixel rendering discriminative model landmark pattern recognition computer science +3 more

arXiv preprint arXiv:2010.08722 Published 2020-10-17
MESA: Boost Ensemble Imbalanced Learning with MEta-SAmpler (2020)

Zhining Liu Pengfei Wei Jing Jiang Wei Cao Jiang Bian Yi Chang

heuristics robustness heuristic ensemble forecasting resampling +6 more

arXiv preprint arXiv:2010.08830 Published 2020-10-17
PiRhDy: Learning Pitch-, Rhythm-, and Dynamics-aware Embeddings for Symbolic Music (2020)

Hongru Liang Wenqiang Lei Paul Yaozhu Chan Zhenglu Yang Maosong Sun Tat-Seng Chua

computational musicology melody word embedding natural language context model +6 more

arXiv preprint arXiv:2010.08091 Published 2020-10-16
A Remote Sensing Image Segmentation Model Based on CGAN Combining Multi-scale Contextual Information (2020)

Xili Wang Xiaojuan Zhang Huimin Guo Shuai Yu Shiru Zhang

convolutional neural network ground truth segmentation pattern recognition encoder +6 more

Chinese Conference on Pattern Recognition and Computer Vision (PRCV) Published 2020-10-16
A complementary filter design on se(3) to identify micro-motions during 3d motion tracking (2020)

Gia Hoang Phan Gia Hoang Phan Clint Hansen Paolo Tommasino Asif Hussain Domenico Formica Domenico Campolo

match moving motion capture inertial measurement unit sensor fusion acceleration +6 more

Sensors Published 2020-10-16
Supervised machine learning of thermal comfort under different indoor temperatures using EEG measurements (2020)

Xin Shan En-Hua Yang

interpolation classifier thermal comfort machine learning computer science +4 more

Energy and Buildings 1 citations Published 2020-10-15
Step-wise Deep Learning Models for Solving Routing Problems (2020)

Liang Xin Wen Song Zhiguang Cao Jie Zhang

heuristics computational complexity theory deep learning pointer bellman equation +6 more

IEEE Transactions on Industrial Informatics 2 citations Published 2020-10-15
Pronoun-Targeted Fine-tuning for NMT with Hybrid Losses (2020)

Prathyusha Jwalapuram Shafiq Joty Youlin Shen

machine translation contextual design generalizability theory natural language processing pronoun +5 more

arXiv preprint arXiv:2010.07638 Published 2020-10-15
Does Chinese BERT Encode Word Structure (2020)

Yile Wang Leyang Cui Yue Zhang

chunking syntax natural language processing encode computer science +4 more

arXiv preprint arXiv:2010.07711 Published 2020-10-15
Detecting conflicting summary statistics in likelihood-free inference (2020)

Yinan Mao Xueou Wang David J. Nott Michael Evans

statistic bayesian inference inference imputation bayesian probability +6 more

arXiv preprint arXiv:2010.07465 Published 2020-10-15
Context-Guided BERT for Targeted Aspect-Based Sentiment Analysis. (2020)

Zhengxuan Wu Desmond C. Ong

sentiment analysis language model natural language natural language processing computer science +2 more

arXiv preprint arXiv:2010.07523 Published 2020-10-15
Artificial Intelligence Algorithms to Diagnose Glaucoma and Detect Glaucoma Progression: Translation to Clinical Practice. (2020)

Anna S Mursch-Edlmayr Wai Siene Ng Alberto Diniz-Filho David C Sousa Louis Arnold Matthew B Schlenker Karla Duenas-Angeles Pearse A Keane Jonathan G Crowston Hari Jayaram

glaucoma modalities fundus photography external validity deep learning +6 more

Translational Vision Science & Technology Published 2020-10-15
Overview of the NLPCC 2020 Shared Task: AutoIE (2020)

Xuefeng Yang Benhong Wu Zhanming Jie Yunfeng Liu

information extraction named entity recognition f1 score annotation natural language processing +4 more

CCF International Conference on Natural Language Processing and Chinese Computing Published 2020-10-14
Joint model for residual life estimation based on Long-Short Term Memory network (2020)

Yi Lyu Junyan Gao Ci Chen Yijie Jiang Huachuan Li Kairui Chen Yun Zhang

condition monitoring sensor fusion deep learning feature selection residual +6 more

Neurocomputing Published 2020-10-14
From lost to found: discover missing UI design semantics through recovering missing tags (2020)

Chunyang Chen Sidong Feng Zhengyang Liu Zhenchang Xing Shengdong Zhao

graphical user interface semantics world wide web computer science deep learning +1 more

arXiv preprint arXiv:2008.06895 3 citations Published 2020-10-14
Optimum Co-Design for Image Denoising between Type-2 Fuzzy Identifier and Matrix Completion Denoiser (2020)

Qi Liu Xiaopeng Li Jichen Yang

matrix completion impulse noise fuzzy logic fuzzy control system noise reduction +6 more

IEEE Transactions on Fuzzy Systems Published 2020-10-13

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Robust Seizure Prediction Based on Multivariate Empirical Mode Decomposition and Maximum Synchronization Modularity (2020)

Interaction-Aware Trajectory Prediction of Connected Vehicles using CNN-LSTM Networks (2020)

Data-Driven Neural Network-Based Learning For Regression Problems In Robotics (2020)

A fault detection model for air handling units based on the machine learning algorithms (2020)

Robust Face Alignment by Multi-order High-precision Hourglass Network (2020)

MESA: Boost Ensemble Imbalanced Learning with MEta-SAmpler (2020)

PiRhDy: Learning Pitch-, Rhythm-, and Dynamics-aware Embeddings for Symbolic Music (2020)

A Remote Sensing Image Segmentation Model Based on CGAN Combining Multi-scale Contextual Information (2020)

A complementary filter design on se(3) to identify micro-motions during 3d motion tracking (2020)

Supervised machine learning of thermal comfort under different indoor temperatures using EEG measurements (2020)

Step-wise Deep Learning Models for Solving Routing Problems (2020)

Pronoun-Targeted Fine-tuning for NMT with Hybrid Losses (2020)

Does Chinese BERT Encode Word Structure (2020)

Detecting conflicting summary statistics in likelihood-free inference (2020)

Context-Guided BERT for Targeted Aspect-Based Sentiment Analysis. (2020)

Artificial Intelligence Algorithms to Diagnose Glaucoma and Detect Glaucoma Progression: Translation to Clinical Practice. (2020)

Overview of the NLPCC 2020 Shared Task: AutoIE (2020)

Joint model for residual life estimation based on Long-Short Term Memory network (2020)

From lost to found: discover missing UI design semantics through recovering missing tags (2020)

Optimum Co-Design for Image Denoising between Type-2 Fuzzy Identifier and Matrix Completion Denoiser (2020)