Publications - Machine Learning SG

Shape Prior Deformation for Categorical 6D Object Pose and Size Estimation (2020)

Meng Tian Marcelo H Ang Gim Hee Lee

object model autoencoder categorical variable prior probability embedding +6 more

arXiv preprint arXiv:2007.08454 Published 2020-07-16
On Predicting Personal Values of Social Media Users using Community-Specific Language Features and Personal Value Correlation. (2020)

Amila Silva Pei-Chi Lo Ee-Peng Lim

word usage word count social media surprise natural language processing +6 more

arXiv preprint arXiv:2007.08107 Published 2020-07-16
Improving AI System Awareness of Geoscience Knowledge: Symbiotic Integration of Physical Approaches and Deep Learning (2020)

Shijie Jiang Shijie Jiang Yi Zheng Dimitri Solomatine Dimitri Solomatine

earth system science deep learning environmental studies architecture computer science +4 more

Geophysical Research Letters Published 2020-07-16
i-SATA: A MATLAB based toolbox to estimate current density generated by transcranial direct current stimulation in an individual brain. (2020)

Rajan Kashyap Sagarika Bhattacharjee Ramaswamy Arumugam Kenichi Oishi John E. Desmond S. H.Annabel Chen

talairach coordinates transcranial direct current stimulation posterior commissure anterior commissure software +6 more

Journal of Neural Engineering Published 2020-07-16
Correction to: Multitemporal time series analysis using machine learning models for ground deformation in the Erhai Region, China. (2020)

Yahui Guo Shunqiang Hu Wenxiang Wu Yuyi Wang J. Senthilnath

time series machine learning computer science china deformation +1 more

Environmental Monitoring and Assessment Published 2020-07-16
A review on machine learning in 3D printing: applications, potential, and challenges (2020)

Guo Dong Goh Swee Leong Sing Wai Yee Yeong

data sharing workflow cloud computing manufacturing 3d printing +6 more

Artificial Intelligence Review 5 citations Published 2020-07-16
A Method of Multiple Dynamic Objects Identification and Localization Based on Laser and RFID. (2020)

Wenpeng Fu Ran Liu Ran Liu Heng Wang Rashid Ali Yongping He Zhiqiang Cao Zhenghong Qin

radio frequency identification particle filter pearson product moment correlation coefficient computer vision robot +6 more

Sensors 2 citations Published 2020-07-16
{SPINFER}: Inferring Semantic Patches for the Linux Kernel (2020)

Lucas Serrano Van-Anh Nguyen Ferdian Thung Lingxiao Jiang David Lo Julia Lawall Gilles Muller

linux kernel software system computer science machine learning recall +1 more

2020 {USENIX} Annual Technical Conference ({USENIX} {ATC} 20) 2 citations Published 2020-07-15
Temporal Distinct Representation Learning for Action Recognition (2020)

Junwu Weng Donghao Luo Yabiao Wang Ying Tai Chengjie Wang Jilin Li Feiyue Huang Xudong Jiang Junsong Yuan

convolutional neural network feature learning information extraction discriminative model pattern recognition +6 more

arXiv preprint arXiv:2007.07626 Published 2020-07-15
Systematic analysis of supervised machine learning as an effective approach to predicate β-lactam resistance phenotype in Streptococcus pneumoniae. (2020)

Chaodong Zhang Chaodong Zhang Yingjiao Ju Na Tang Yun Li Gang Zhang Yuqin Song Hailing Fang Liang Yang Jie Feng

penicillin binding proteins streptococcus pneumoniae minimum inhibitory concentration antibiotics amoxicillin +6 more

Briefings in Bioinformatics 1 citations Published 2020-07-15
Learning Low-rank Sparse Representations with Robust Relationship Inference for Image Memorability Prediction (2020)

Peiguang Jing Yuechen Shang Liqiang Nie Yuting Su Jing Liu Meng Wang

inference pattern recognition discriminant computer science matrix +1 more

IEEE Transactions on Multimedia Published 2020-07-15
Alignment-free machine learning approaches for the lethality prediction of potential novel human-adapted coronavirus using genomic nucleotide (2020)

Rui Yin Zihan Luo Chee Keong Kwoh

coronavirus lethality genome machine learning biology +6 more

bioRxiv Published 2020-07-15
Towards Realistic 3D Embedding via View Alignment. (2020)

Fangneng Zhan Shijian Lu Changgong Zhang Feiying Ma Xuansong Xie

geometric transformation embedding discriminator computer vision encoding +4 more

arXiv preprint arXiv:2007.07066 4 citations Published 2020-07-14
The ASHRAE Great Energy Predictor III competition: Overview and results (2020)

Clayton Miller Pandarasamy Arjunan Anjukan Kathirgamanathan Chun Fu Jonathan Roth June Young Park Chris Balbach Krishnan Gowri Zoltan Nagy Anthony Fontanini Jeff Haberl

online machine learning ashrae 90 1 gradient boosting test data workflow +6 more

arXiv preprint arXiv:2007.06933 1 citations Published 2020-07-14
RGB-D Salient Object Detection with Cross-Modality Modulation and Selection (2020)

Chongyi Li Runmin Cong Yongri Piao Qianqian Xu Chen Change Loy

feature selection salience depth map rgb color model pattern recognition +6 more

arXiv preprint arXiv:2007.07051 2 citations Published 2020-07-14
COVID-19 Twitter Dataset with Latent Topics, Sentiments and Emotions Attributes. (2020)

Raj Kumar Gupta Ajay Vishwanath Yinping Yang

sadness descriptive statistics natural language processing anger expression +4 more

arXiv preprint arXiv:2007.06954 4 citations Published 2020-07-14
Contextualized Code Representation Learning for Commit Message Generation. (2020)

Lun Yiu Nie Cuiyun Gao Zhicong Zhong Wai Lam Yang Liu Zenglin Xu

source code commit semantic gap transformer natural language +6 more

arXiv preprint arXiv:2007.06934 1 citations Published 2020-07-14
Commentary: Current Status and Issues Regarding Pre-processing of fNIRS Neuroimaging Data: An Investigation of Diverse Signal Filtering Methods Within a General Linear Model Framework. (2020)

Andrea Bizzego Jan Paolo M. Balagtas Gianluca Esposito Gianluca Esposito

filter signal processing general linear model neuroimaging pattern recognition +2 more

Frontiers in Human Neuroscience 1 citations Published 2020-07-14
How are deep learning models similar? an empirical study on clone analysis of deep learning software (2020)

Xiongfei Wu Liangyu Qin Bing Yu Xiaofei Xie Lei Ma Yinxing Xue Yang Liu Jianjun Zhao

deep learning software empirical research computer science machine learning +2 more

28th IEEE/ACM International Conference on Program Comprehension, ICPC 2020, collocated with the 42nd International Conference on Software Engineering, ICSE 2020 Published 2020-07-13
Experimental comparison of features and classifiers for Android malware detection (2020)

Lwin Khin Shar Biniam Fisseha Demissie Mariano Ceccato Wei Minn

android deep learning machine learning computer science android malware +1 more

Proceedings of the IEEE/ACM 7th International Conference on Mobile Software Engineering and Systems Published 2020-07-13

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Shape Prior Deformation for Categorical 6D Object Pose and Size Estimation (2020)

On Predicting Personal Values of Social Media Users using Community-Specific Language Features and Personal Value Correlation. (2020)

Improving AI System Awareness of Geoscience Knowledge: Symbiotic Integration of Physical Approaches and Deep Learning (2020)

i-SATA: A MATLAB based toolbox to estimate current density generated by transcranial direct current stimulation in an individual brain. (2020)

Correction to: Multitemporal time series analysis using machine learning models for ground deformation in the Erhai Region, China. (2020)

A review on machine learning in 3D printing: applications, potential, and challenges (2020)

A Method of Multiple Dynamic Objects Identification and Localization Based on Laser and RFID. (2020)

{SPINFER}: Inferring Semantic Patches for the Linux Kernel (2020)

Temporal Distinct Representation Learning for Action Recognition (2020)

Systematic analysis of supervised machine learning as an effective approach to predicate β-lactam resistance phenotype in Streptococcus pneumoniae. (2020)

Learning Low-rank Sparse Representations with Robust Relationship Inference for Image Memorability Prediction (2020)

Alignment-free machine learning approaches for the lethality prediction of potential novel human-adapted coronavirus using genomic nucleotide (2020)

Towards Realistic 3D Embedding via View Alignment. (2020)

The ASHRAE Great Energy Predictor III competition: Overview and results (2020)

RGB-D Salient Object Detection with Cross-Modality Modulation and Selection (2020)

COVID-19 Twitter Dataset with Latent Topics, Sentiments and Emotions Attributes. (2020)

Contextualized Code Representation Learning for Commit Message Generation. (2020)

Commentary: Current Status and Issues Regarding Pre-processing of fNIRS Neuroimaging Data: An Investigation of Diverse Signal Filtering Methods Within a General Linear Model Framework. (2020)

How are deep learning models similar? an empirical study on clone analysis of deep learning software (2020)

Experimental comparison of features and classifiers for Android malware detection (2020)