Publications - Machine Learning SG

Tensor Robust Principal Component Analysis with a New Tensor Nuclear Norm (2020)

Canyi Lu Jiashi Feng Yudong Chen Wei Liu Zhouchen Lin Shuicheng Yan

tensor matrix norm robust principal component analysis convex function convex hull +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 133 citations Published 2020-04-01
Structural damage detection using convolutional neural networks combining strain energy and dynamic response (2020)

Shuai Teng Gongfa Chen Panpan Gong Gen Liu Fangsen Cui

convolutional neural network modal convergence finite element method pattern recognition +6 more

Meccanica 4 citations Published 2020-04-01
Semantic dilution in the extension of complex and schematic constructions: evidence from Chinese status-change construction (2020)

Rui Peng

schematic semantic similarity formal specification natural language processing computer science +1 more

Lingua 1 citations Published 2020-04-01
SAFE: An EEG dataset for stable affective feature selection (2020)

Zirui Lan Yisi Liu Olga Sourina Lipo Wang Reinhold Scherer Gernot R. Müller-Putz

feature selection classifier machine learning electroencephalography computer science +4 more

Advanced Engineering Informatics 3 citations Published 2020-04-01
RETRACTED ARTICLE: Moving object surveillance using object proposals and background prior prediction (2020)

Yiyang Yao Jun Li Tengfei Wu Luming Zhang

object class detection viola jones object detection framework video tracking background subtraction computer vision +4 more

Multimedia Tools and Applications 2 citations Published 2020-04-01
Remote detection of idling cars using infrared imaging and deep networks (2020)

Muhammet Bastan Kim-Hui Yap Lap-Pui Chau

convolutional neural network rgb color model computer vision computer science infrared +6 more

Neural Computing and Applications 1 citations Published 2020-04-01
OriNet: Robust 3-D Orientation Estimation With a Single Particular IMU (2020)

Mahdi Abolfazli Esfahani Han Wang Keyu Wu Shenghai Yuan

odometry inertial measurement unit robot trajectory quaternion +6 more

IEEE Robotics and Automation Letters 5 citations Published 2020-04-01
Online Heterogeneous Face Recognition Based on Total-Error-Rate Minimization (2020)

Se-In Jang Geok-Choo Tan Kar-Ann Toh Andrew Beng Jin Teoh

extreme learning machine facial recognition system feature extraction recursion minification +7 more

IEEE Transactions on Systems, Man, and Cybernetics 3 citations Published 2020-04-01
OIDPR: Optimized insulin dosage via privacy‐preserving reinforcement learning (2020)

Zuobin Ying Zuobin Ying Yun Zhang Shuanglong Cao Shengmin Xu Maode Ma

reinforcement learning computer science machine learning artificial intelligence insulin dosage +1 more

Transactions on Emerging Telecommunications Technologies Published 2020-04-01
Oblique Decision Tree Ensemble via Twin Bounded SVM (2020)

M. A. Ganaie Muhammad Tanveer Ponnuthurai N. Suganthan

random forest decision tree ensemble learning support vector machine cluster analysis +6 more

Expert Systems With Applications 7 citations Published 2020-04-01
Noninferiority and equivalence tests in sequential, multiple assignment, randomized trials (SMARTs) (2020)

Palash Ghosh Inbal Nahum-Shani Bonnie Spring Bibhas Chakraborty

equivalence sample size determination decision rule randomized controlled trial psycinfo +6 more

Psychological Methods 2 citations Published 2020-04-01
NEXT: a neural network framework for next POI recommendation (2020)

Zhiqian Zhang Chenliang Li Zhiyong Wu Aixin Sun Dengpan Ye Xiangyang Luo

artificial neural network machine learning computer science encode baseline +4 more

Frontiers of Computer Science in China 8 citations Published 2020-04-01
More than g: Evidence for the Incremental Validity of Performance‐Based Assessments for Predicting Training Performance (2020)

Christopher D. Nye Oleksandr S. Chernyshenko Stephen Stark Fritz Drasgow Henry L. Phillips Jeffrey B. Phillips Justin S. Campbell

incremental validity psychology machine learning artificial intelligence training performance

Applied Psychology 2 citations Published 2020-04-01
Mind Your Inflections! Improving NLP for Non-Standard Englishes with Base-Inflection Encoding (2020)

Samson Tan Shafiq R. Joty Lav R. Varshney Min-Yen Kan

singapore english vocabulary african american vernacular english world englishes inflection +5 more

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) 1 citations Published 2020-04-01
Method for Whale Re-identification Based on Siamese Nets and Adversarial Training (2020)

W. Wang R. A. Solovyev A. L. Stempkovsky D. V. Telpukhov A. A. Volkov

convolutional neural network artificial neural network machine learning benchmarking computer science +6 more

Optical Memory and Neural Networks 1 citations Published 2020-04-01
LNMap: Departures from Isomorphic Assumption in Bilingual Lexicon Induction Through Non-Linear Mapping in Latent Space (2020)

Tasnim Mohiuddin M. Saiful Bari Shafiq Rayhan Joty

word embedding linear map isomorphism natural language processing computer science +3 more

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) 7 citations Published 2020-04-01
Learning to Cluster Faces via Confidence and Connectivity Estimation (2020)

Lei Yang Dapeng Chen Xiaohang Zhan Rui Zhao Chen Change Loy Dahua Lin

cluster analysis vertex heuristic two graph pattern recognition +6 more

arXiv preprint arXiv:2004.00445 Published 2020-04-01
Inferring Temporal Compositions of Actions Using Probabilistic Automata (2020)

Rodrigo Santa Cruz Anoop Cherian Basura Fernando Dylan Campbell Stephen Gould

probabilistic automaton artificial intelligence computer science

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops Published 2020-04-01
Improving Neural Relation Extraction with Implicit Mutual Relations (2020)

Jun Kuang Yixin Cao Jianbing Zheng Xiangnan He Ming Gao Aoying Zhou

relationship extraction text corpus natural language processing embedding computer science +6 more

2020 IEEE 36th International Conference on Data Engineering (ICDE) 2 citations Published 2020-04-01
Implementation of deep neural networks (DNN) with batch normalization for batik pattern recognition (2020)

Ida Nurhaida Vina Ayumi Devi Fitrianah Remmy A. M. Zen Handrie Noprisson Hong Wei

feature extraction deep learning feature selection artificial neural network pattern recognition +5 more

International Journal of Electrical and Computer Engineering Published 2020-04-01

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Tensor Robust Principal Component Analysis with a New Tensor Nuclear Norm (2020)

Structural damage detection using convolutional neural networks combining strain energy and dynamic response (2020)

Semantic dilution in the extension of complex and schematic constructions: evidence from Chinese status-change construction (2020)

SAFE: An EEG dataset for stable affective feature selection (2020)

RETRACTED ARTICLE: Moving object surveillance using object proposals and background prior prediction (2020)

Remote detection of idling cars using infrared imaging and deep networks (2020)

OriNet: Robust 3-D Orientation Estimation With a Single Particular IMU (2020)

Online Heterogeneous Face Recognition Based on Total-Error-Rate Minimization (2020)

OIDPR: Optimized insulin dosage via privacy‐preserving reinforcement learning (2020)

Oblique Decision Tree Ensemble via Twin Bounded SVM (2020)

Noninferiority and equivalence tests in sequential, multiple assignment, randomized trials (SMARTs) (2020)

NEXT: a neural network framework for next POI recommendation (2020)

More than g: Evidence for the Incremental Validity of Performance‐Based Assessments for Predicting Training Performance (2020)

Mind Your Inflections! Improving NLP for Non-Standard Englishes with Base-Inflection Encoding (2020)

Method for Whale Re-identification Based on Siamese Nets and Adversarial Training (2020)

LNMap: Departures from Isomorphic Assumption in Bilingual Lexicon Induction Through Non-Linear Mapping in Latent Space (2020)

Learning to Cluster Faces via Confidence and Connectivity Estimation (2020)

Inferring Temporal Compositions of Actions Using Probabilistic Automata (2020)

Improving Neural Relation Extraction with Implicit Mutual Relations (2020)

Implementation of deep neural networks (DNN) with batch normalization for batik pattern recognition (2020)