Publications - Machine Learning SG

Understanding adversarial robustness via critical attacking route (2021)

Tianlin Li Aishan Liu Xianglong Liu Yitao Xu Chongzhi Zhang Xiaofei Xie

robustness deep learning adversarial system artificial intelligence computer science +4 more

Information Sciences Published 2021-02-08
DRSL: Deep Relational Similarity Learning for Cross-modal Retrieval (2021)

Xu Wang Peng Hu Peng Hu Liangli Zhen Dezhong Peng Dezhong Peng

metric pairwise comparison modalities modal natural language processing +5 more

Information Sciences Published 2021-02-06
Syllable and letter similarity effects in Korean: Insights from the Korean Lexicon Project (2021)

Cynthia S.Q. Siew Kwangoh Yi Chang H. Lee

hangul mental lexicon word recognition syllable lexicon +6 more

Journal of Memory and Language Published 2021-02-01
Structure-function coupling in the human connectome: A machine learning approach (2021)

T. Sarwar Y. Tian B.T.T. Yeo K. Ramamohanarao A. Zalesky

human connectome connectome deep learning human brain neuroscience +6 more

NeuroImage 1 citations Published 2021-02-01
Roles of artificial intelligence in construction engineering and management: A critical review and future trends (2021)

Yue Pan Limao Zhang

expert system building information modeling digital transformation knowledge representation and reasoning augmented reality +6 more

Automation in Construction 2 citations Published 2021-02-01
Rethinking medical image reconstruction via shape prior, going deeper and faster: Deep joint indirect registration and reconstruction. (2021)

Jiulong Liu Angelica I. Aviles-Rivero Hui Ji Carola-Bibiane Schönlieb

image registration iterative reconstruction image quality nyquist frequency computer vision +6 more

Medical Image Analysis Published 2021-02-01
Place perception from the fusion of different image representation (2021)

Pei Li Xinde Li Xianghui Li Hong Pan M.O. Khyam Md. Noor-A-Rahim Shuzhi Sam Ge

natural language generation convolutional neural network natural language feature perception +6 more

Pattern Recognition Published 2021-02-01
Pixel-wise ordinal classification for salient object grading (2021)

Yanzhu Liu Yanan Wang Adams Wai Kin Kong

salient salience classifier ordinal number pattern recognition +6 more

Image and Vision Computing Published 2021-02-01
Parallel and Scalable Heat Methods for Geodesic Distance Computation. (2021)

Jiong Tao Juyong Zhang Bailin Deng Zheng Fang Yue Peng Ying He

geodesic memory footprint solver polygon mesh parallelizable manifold +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 6 citations Published 2021-02-01
Identifying comparable entities with indirectly associative relations and word embeddings from web search logs (2021)

Liye Wang Jin Zhang Guoqing Chen Dandan Qiao

word embedding associative property natural language processing generative grammar computer science +2 more

decision support systems Published 2021-02-01
Faster First-Order Methods for Stochastic Non-Convex Optimization on Riemannian Manifolds. (2021)

Pan Zhou Xiaotong Yuan Shuicheng Yan Jiashi Feng

manifold matrix completion stationary point estimator parallel transport +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 7 citations Published 2021-02-01
EagleMine: Vision-guided Micro-clusters recognition and collective anomaly detection (2021)

Wenjie Feng Shenghua Liu Christos Faloutsos Bryan Hooi Huawei Shen Xueqi Cheng

automatic summarization anomaly detection histogram statistical hypothesis testing pattern recognition +6 more

Future Generation Computer Systems Published 2021-02-01
Detecting the shuttlecock for a badminton robot: A YOLO based approach (2021)

Zhiguang Cao Tingbo Liao Wen Song Zhenghua Chen Chongshou Li

object detection intelligent decision support system robot deep learning computer vision +5 more

Expert Systems With Applications 2 citations Published 2021-02-01
ABCDM: An Attention-based Bidirectional CNN-RNN Deep Model for sentiment analysis (2021)

Mohammad Ehsan Basiri Shahla Nemati Moloud Abdar Erik Cambria U. Rajendra Acharya

sentiment analysis deep learning convolutional neural network feature extraction feature vector +6 more

Future Generation Computer Systems 5 citations Published 2021-02-01
A self-adaptive kernel extreme learning machine for short-term wind speed forecasting (2021)

Liye Xiao Liye Xiao Wei Shao Fulong Jin Zhuochun Wu

mean absolute percentage error wind speed artificial neural network mean squared error wind power +6 more

Applied Soft Computing Published 2021-02-01
Automated detection of schizophrenia using optimal wavelet-based $$l_1$$ l 1 norm features extracted from single-channel EEG (2021)

Manish Sharma U. Rajendra Acharya U. Rajendra Acharya U. Rajendra Acharya

wavelet statistical classification electroencephalography pattern recognition cad +6 more

Cognitive Neurodynamics Published 2021-01-15
Joint Dimensionality Reduction for Separable Embedding Estimation. (2021)

Yanjun Li Bihan Wen Hao Cheng Yoram Bresler

dimensionality reduction feature vector feature selection kernel regression bilinear interpolation +6 more

arXiv preprint arXiv:2101.05500 Published 2021-01-14
Automated Detection of Conduct Disorder and Attention Deficit Hyperactivity Disorder using Decomposition and Nonlinear Techniques with EEG Signals (2021)

Hui Tian Tor Chui Ping Ooi Nikki Sj Lim-Ashworth Joel Koh En Wei V Jahmunah Shu Lih Oh U Rajendra Acharya U Rajendra Acharya U Rajendra Acharya Daniel Shuen Sheng Fung

attention deficit hyperactivity disorder conduct disorder electroencephalography wavelet discrete wavelet transform +6 more

Computer Methods and Programs in Biomedicine Published 2021-01-14
Histopathology Classification and Localization of Colorectal Cancer Using Global Labels by Weakly Supervised Deep Learning (2021)

Changjiang Zhou Yi Jin Yuzong Chen Yuzong Chen Shan Huang Rengpeng Huang Yuhong Wang Youcai Zhao Yao Chen Lingchuan Guo Jun Liao

deep learning colorectal cancer machine learning histopathology computer science +5 more

Computerized Medical Imaging and Graphics Published 2021-01-13
Two Stage Deep Learning for Prognostics using Multi-loss Encoder and Convolutional Composite Features (2021)

Shanmugasivam Pillai Prahlad Vadakkepat

feature engineering deep learning encoder prognostics predictive maintenance +6 more

Expert Systems With Applications Published 2021-01-12

Understanding adversarial robustness via critical attacking route (2021)

DRSL: Deep Relational Similarity Learning for Cross-modal Retrieval (2021)

Syllable and letter similarity effects in Korean: Insights from the Korean Lexicon Project (2021)

Structure-function coupling in the human connectome: A machine learning approach (2021)

Roles of artificial intelligence in construction engineering and management: A critical review and future trends (2021)

Rethinking medical image reconstruction via shape prior, going deeper and faster: Deep joint indirect registration and reconstruction. (2021)

Place perception from the fusion of different image representation (2021)

Pixel-wise ordinal classification for salient object grading (2021)

Parallel and Scalable Heat Methods for Geodesic Distance Computation. (2021)

Identifying comparable entities with indirectly associative relations and word embeddings from web search logs (2021)

Faster First-Order Methods for Stochastic Non-Convex Optimization on Riemannian Manifolds. (2021)

EagleMine: Vision-guided Micro-clusters recognition and collective anomaly detection (2021)

Detecting the shuttlecock for a badminton robot: A YOLO based approach (2021)

ABCDM: An Attention-based Bidirectional CNN-RNN Deep Model for sentiment analysis (2021)

A self-adaptive kernel extreme learning machine for short-term wind speed forecasting (2021)

Automated detection of schizophrenia using optimal wavelet-based $$l_1$$ l 1 norm features extracted from single-channel EEG (2021)

Joint Dimensionality Reduction for Separable Embedding Estimation. (2021)

Automated Detection of Conduct Disorder and Attention Deficit Hyperactivity Disorder using Decomposition and Nonlinear Techniques with EEG Signals (2021)

Histopathology Classification and Localization of Colorectal Cancer Using Global Labels by Weakly Supervised Deep Learning (2021)

Two Stage Deep Learning for Prognostics using Multi-loss Encoder and Convolutional Composite Features (2021)