Publications - Machine Learning SG

e-TLD: Event-based Framework for Dynamic Object Tracking (2020)

Bharath Ramesh Shihao Zhang Hong Yang Andres Ussa Matthew Ong Garrick Orchard Cheng Xiang

video tracking sliding window protocol discriminative model ground truth computer vision +6 more

arXiv preprint arXiv:2009.00855 Published 2020-09-02
Cost-aware Feature Selection for IoT Device Classification. (2020)

Biswadeep Chakraborty Dinil Mon Divakaran Ido Nevat Gareth W. Peters Mohan Gurusamy

feature extraction feature selection stochastic optimization machine learning computer science +6 more

arXiv preprint arXiv:2009.01368 Published 2020-09-02
Artificial Intelligence as Augmenting Automation: Implications for Employment (2020)

Feichin Ted Tschang Esteve Almirall Mezquita

unemployment automation economics artificial intelligence

Academy of Management Perspectives Published 2020-09-02
The Gap of Semantic Parsing: A Survey on Automatic Math Word Problem Solvers (2020)

Dongxiang Zhang Lei Wang Luming Zhang Bing Tian Dai Heng Tao Shen

word problem semantic gap semantics parsing deep learning +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 13 citations Published 2020-09-01
Single Landmark Distance-Based Navigation (2020)

Thien-Minh Nguyen Zhirong Qiu Muqing Cao Thien Hoang Nguyen Lihua Xie

odometry global positioning system ranging optical flow landmark +6 more

IEEE Transactions on Control Systems and Technology 9 citations Published 2020-09-01
Self-supervised Pairing Image Clustering and Its Application in Cyber Manufacturing (2020)

Wenting Dai Yutao Jiao Marius Erdt Alexei Sourin

cluster analysis unsupervised learning mnist database spic machine learning +4 more

2020 International Conference on Cyberworlds (CW) Published 2020-09-01
Robust semi-supervised nonnegative matrix factorization for image clustering (2020)

Siyuan Peng Wee Ser Badong Chen Zhiping Lin

non negative matrix factorization cluster analysis robustness discriminative model computational complexity theory +6 more

Pattern Recognition Published 2020-09-01
Quantifying the Interplay of Semantics and Phonology During Failures of Word Retrieval by People With Aphasia Using a Multiplex Lexical Network. (2020)

Nichol Castro Nichol Castro Massimo Stella Cynthia S. Q. Siew

mental lexicon network science speech production aphasia psycholinguistics +6 more

Cognitive Science Published 2020-09-01
Predicting Di-2-Ethylhexyl Phthalate Toxicity: Hybrid Integrated Harris Hawks Optimization With Support Vector Machines (2020)

Beibei Shi Ali Asghar Heidari Cheng Chen Mingjing Wang Changcheng Huang Huiling Chen Jiayin Zhu

phthalate support vector machine pattern recognition toxicity mathematics +5 more

IEEE Access 1 citations Published 2020-09-01
Precise object detection using adversarially augmented local/global feature fusion (2020)

Xiaobing Han Tiantian He Yew-Soon Ong Yanfei Zhong

object detection image retrieval geoinformatics deep learning machine learning +6 more

Engineering Applications of Artificial Intelligence Published 2020-09-01
Powder-Bed Fusion Process Monitoring by Machine Vision With Hybrid Convolutional Neural Networks (2020)

Yingjie Zhang Hong Geok Soon Dongsen Ye Jerry Ying Hsi Fuh Kunpeng Zhu

convolutional neural network feature extraction machine vision image processing pattern recognition +6 more

IEEE Transactions on Industrial Informatics 1 citations Published 2020-09-01
Modelling and monitoring of abrasive finishing processes using artificial intelligence techniques: A review (2020)

Vigneashwara Pandiyan Vigneashwara Pandiyan Sergey Shevchik Kilian Wasmer Sylvie Castagne Tegoeh Tjahjowidodo

polishing lapping grinding abrasive machining +5 more

Journal of Manufacturing Processes Published 2020-09-01
MGAT: Multimodal Graph Attention Network for Recommendation (2020)

Zhulin Tao Yinwei Wei Xiang Wang Xiangnan He Xianglin Huang Tat-Seng Chua

multimodal interaction movielens bipartite graph information flow machine learning +6 more

Information Processing and Management 2 citations Published 2020-09-01
Massive-Scale Genre Communities Learning Using a Noise-Tolerant Deep Architecture (2020)

Luming Zhang Xiaoming Ju Yiyang Yao Zhenguang Liu

rendering deep learning cluster analysis semantics pattern recognition +6 more

IEEE Transactions on Multimedia Published 2020-09-01
Interpretation of artificial intelligence studies for the ophthalmologist. (2020)

Tien-En Tan Xinxing Xu Zhaoran Wang Yong Liu Daniel S W Ting

generalizability theory health care medline artificial intelligence medicine +6 more

Current Opinion in Ophthalmology Published 2020-09-01
Improved Fuzzy Bayesian Network-Based Risk Analysis With Interval-Valued Fuzzy Sets and D–S Evidence Theory (2020)

Yue Pan Limao Zhang ZhiWu Li Lieyun Ding

fuzzy set fuzzy logic risk analysis bayesian network bayesian inference +6 more

IEEE Transactions on Fuzzy Systems 64 citations Published 2020-09-01
Hybrid motion-based object detection for detecting and tracking of small and fast moving drones (2020)

Sutthiphong Srigrarom Kim Hoe Chew

object detection drone tracking system trajectory extended kalman filter +6 more

2020 International Conference on Unmanned Aircraft Systems (ICUAS) Published 2020-09-01
High Performance Texture Streaming and Rendering of Large Textured 3D Cities (2020)

Alex Zhang Kan Chen Henry Johan Marius Erdt

texture atlas rendering real time rendering cache high memory +6 more

2020 International Conference on Cyberworlds (CW) Published 2020-09-01
Generation of Irregular Music Patterns With Deep Learning (2020)

Zi Jun Kan Alexei Sourin

deep learning granularity rhythm human computer interaction computer science +6 more

2020 International Conference on Cyberworlds (CW) Published 2020-09-01
Forex exchange rate forecasting using deep recurrent neural networks (2020)

Alexander Jakob Dautel Wolfgang Karl Härdle Stefan Lessmann Hsin-Vonn Seow

deep learning recurrent neural network artificial neural network network architecture exchange rate +5 more

Digital Finance Published 2020-09-01

Previous Next

e-TLD: Event-based Framework for Dynamic Object Tracking (2020)

Cost-aware Feature Selection for IoT Device Classification. (2020)

Artificial Intelligence as Augmenting Automation: Implications for Employment (2020)

The Gap of Semantic Parsing: A Survey on Automatic Math Word Problem Solvers (2020)

Single Landmark Distance-Based Navigation (2020)

Self-supervised Pairing Image Clustering and Its Application in Cyber Manufacturing (2020)

Robust semi-supervised nonnegative matrix factorization for image clustering (2020)

Quantifying the Interplay of Semantics and Phonology During Failures of Word Retrieval by People With Aphasia Using a Multiplex Lexical Network. (2020)

Predicting Di-2-Ethylhexyl Phthalate Toxicity: Hybrid Integrated Harris Hawks Optimization With Support Vector Machines (2020)

Precise object detection using adversarially augmented local/global feature fusion (2020)

Powder-Bed Fusion Process Monitoring by Machine Vision With Hybrid Convolutional Neural Networks (2020)

Modelling and monitoring of abrasive finishing processes using artificial intelligence techniques: A review (2020)

MGAT: Multimodal Graph Attention Network for Recommendation (2020)

Massive-Scale Genre Communities Learning Using a Noise-Tolerant Deep Architecture (2020)

Interpretation of artificial intelligence studies for the ophthalmologist. (2020)

Improved Fuzzy Bayesian Network-Based Risk Analysis With Interval-Valued Fuzzy Sets and D–S Evidence Theory (2020)

Hybrid motion-based object detection for detecting and tracking of small and fast moving drones (2020)

High Performance Texture Streaming and Rendering of Large Textured 3D Cities (2020)

Generation of Irregular Music Patterns With Deep Learning (2020)

Forex exchange rate forecasting using deep recurrent neural networks (2020)