Publications - Machine Learning SG

Facial Expression Recognition in Video with Multiple Feature Fusion (2018)

Junkai Chen Zenghai Chen Zheru Chi Hong Fu

facial recognition system three dimensional face recognition facial expression feature feature extraction +7 more

IEEE Transactions on Affective Computing 105 citations Published 2018-01-01
Design of experiments and regression modelling in food flavour and sensory analysis: A review (2018)

Peigen Yu Mei Yin Low Weibiao Zhou

nonlinear modelling sensory analysis new product development optimal design perception +7 more

Trends in Food Science and Technology 32 citations Published 2018-01-01
Deep Learning Applications in Medical Image Analysis (2018)

Justin Ker Lipo Wang Jai Rao Tchoyoson Lim

deep learning convolutional neural network contextual image classification medical imaging big data +6 more

IEEE Access 412 citations Published 2018-01-01
cw2vec: Learning Chinese Word Embeddings with Stroke n-gram Information. (2018)

Shaosheng Cao Wei Lu Jun Zhou Xiaolong Li

computer science n gram stroke natural language processing artificial intelligence +1 more

AAAI 65 citations Published 2018-01-01
Continuous authentication using one-class classifiers and their fusion (2018)

Rajesh Kumar Partha Pratim Kundu Vir V. Phoha

support vector machine biometrics authentication machine learning outlier +6 more

2018 IEEE 4th International Conference on Identity, Security, and Behavior Analysis (ISBA) 14 citations Published 2018-01-01
Contextual Inter-modal Attention for Multi-modal Sentiment Analysis (2018)

Deepanway Ghosal Shad Akhtar Dushyant Chauhan Soujanya Poria Asif Ekbal Pushpak Bhattacharyya

sentiment analysis recurrent neural network modal natural language processing performance improvement +5 more

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing 35 citations Published 2018-01-01
Computer Vision for Human-Machine Interaction (2018)

Qiuhong Ke Jun Liu Mohammed Bennamoun Senjian An Ferdous Sohel Ferdous Sohel Farid Boussaid

gesture recognition user interface gesture deep learning convolutional neural network +6 more

Ke, Q., Liu, J., Bennamoun, M., An, S., Sohel, F. <http://researchrepository.murdoch.edu.au/view/author/Sohel, Ferdous.html> and Boussaid, F. (2018) Computer vision for human-machine interaction. In: Marco, L. and Farinella, G.M., (eds.) Computer Vision for Assistive Healthcare. Academic Press, pp. 127-145. 12 citations Published 2018-01-01
Complex Gated Recurrent Neural Networks (2018)

Moritz Wolter Angela Yao

recurrent neural network deep learning digital signal processing gating complex number +6 more

Advances in Neural Information Processing Systems 13 citations Published 2018-01-01
Compare, Compress and Propagate: Enhancing Neural Architectures with Alignment Factorization for Natural Language Inference (2018)

Yi Tay Anh Tuan Luu Siu Cheung Hui

feature learning deep learning theoretical computer science factorization computer science +6 more

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing 97 citations Published 2018-01-01
Comparative assessment of texture features for the identification of cancer in ultrasound images: a review (2018)

Oliver Faust U. Rajendra Acharya U. Rajendra Acharya U. Rajendra Acharya Kristen M. Meiburger Filippo Molinari Joel E.W. Koh Chai Hong Yeong Pailin Kongmebhol Kwan Hoong Ng

computer aided diagnosis image processing cad grayscale pattern recognition +6 more

Biocybernetics and Biomedical Engineering 12 citations Published 2018-01-01
Combination of clinical and multiresolution features for glaucoma detection and its classification using fundus images (2018)

T.R. Kausu Varun P. Gopi Khan A. Wahid Wangchuk Doma Swamidoss Issac Niwas

optic cup optic disk glaucoma fundus optic nerve +6 more

Biocybernetics and Biomedical Engineering 15 citations Published 2018-01-01
CODE: Coherence Based Decision Boundaries for Feature Correspondence (2018)

Wen-Yan Lin Fan Wang Ming-Ming Cheng Sai-Kit Yeung Philip H.S. Torr Minh N. Do Jiangbo Lu

k nearest neighbors algorithm ransac coherence pattern matching pattern recognition +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 52 citations Published 2018-01-01
Attentive Gated Lexicon Reader with Contrastive Contextual Co-Attention for Sentiment Classification (2018)

Yi Tay Anh Tuan Luu Siu Cheung Hui Jian Su

lexicon sentence feature learning natural language processing computer science +4 more

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing 12 citations Published 2018-01-01
Analysis and Observations From the First Amazon Picking Challenge (2018)

Nikolaus Correll Kostas E. Bekris Dmitry Berenson Oliver Brock Albert Causo Kris Hauser Kei Okada Alberto Rodriguez Joseph M. Romano Peter R. Wurman

personal robot autonomous robot motion planning robot learning order fulfillment +6 more

IEEE Transactions on Automation Science and Engineering 341 citations Published 2018-01-01
An End-to-End Model Based on Improved Adaptive Deep Belief Network and Its Application to Bearing Fault Diagnosis (2018)

Jiaqi Xie Guifu Du Changqing Shen Nan Chen Liang Chen Zhongkui Zhu

deep belief network prognostics feature learning deep learning feature extraction +6 more

IEEE Access 20 citations Published 2018-01-01
Adaptive semi-supervised learning for cross-domain sentiment classification (2018)

Ruidan He Wee Sun Lee Hwee Tou Ng Daniel Dahlmeier

feature vector semi supervised learning classifier encoder pattern recognition +3 more

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing 15 citations Published 2018-01-01
A^2-Nets: Double Attention Networks (2018)

Yunpeng Chen Yannis Kalantidis Jianshu Li Shuicheng Yan Jiashi Feng

convolution pooling pattern recognition flops computer science +5 more

Advances in Neural Information Processing Systems 116 citations Published 2018-01-01
A review of unsupervised statistical learning and visual analytics techniques applied to performance analysis of non-residential buildings (2018)

Clayton Miller Zoltán Nagy Arno Schlueter

analytics visual analytics unsupervised learning novelty detection cluster analysis +7 more

Renewable & Sustainable Energy Reviews 78 citations Published 2018-01-01
A novel feature selection framework with Hybrid Feature-Scaled Extreme Learning Machine (HFS-ELM) for indoor occupancy estimation (2018)

Mustafa K. Masood Chaoyang Jiang Yeng Chai Soh

feature selection extreme learning machine estimator pattern recognition computation +6 more

Energy and Buildings 11 citations Published 2018-01-01
A Nil-Aware Answer Extraction Framework for Question Answering (2018)

Souvik Kundu Hwee Tou Ng

question answering if and only if reading comprehension natural language processing computer science +3 more

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing 17 citations Published 2018-01-01

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Facial Expression Recognition in Video with Multiple Feature Fusion (2018)

Design of experiments and regression modelling in food flavour and sensory analysis: A review (2018)

Deep Learning Applications in Medical Image Analysis (2018)

cw2vec: Learning Chinese Word Embeddings with Stroke n-gram Information. (2018)

Continuous authentication using one-class classifiers and their fusion (2018)

Contextual Inter-modal Attention for Multi-modal Sentiment Analysis (2018)

Computer Vision for Human-Machine Interaction (2018)

Complex Gated Recurrent Neural Networks (2018)

Compare, Compress and Propagate: Enhancing Neural Architectures with Alignment Factorization for Natural Language Inference (2018)

Comparative assessment of texture features for the identification of cancer in ultrasound images: a review (2018)

Combination of clinical and multiresolution features for glaucoma detection and its classification using fundus images (2018)

CODE: Coherence Based Decision Boundaries for Feature Correspondence (2018)

Attentive Gated Lexicon Reader with Contrastive Contextual Co-Attention for Sentiment Classification (2018)

Analysis and Observations From the First Amazon Picking Challenge (2018)

An End-to-End Model Based on Improved Adaptive Deep Belief Network and Its Application to Bearing Fault Diagnosis (2018)

Adaptive semi-supervised learning for cross-domain sentiment classification (2018)

A^2-Nets: Double Attention Networks (2018)

A review of unsupervised statistical learning and visual analytics techniques applied to performance analysis of non-residential buildings (2018)

A novel feature selection framework with Hybrid Feature-Scaled Extreme Learning Machine (HFS-ELM) for indoor occupancy estimation (2018)

A Nil-Aware Answer Extraction Framework for Question Answering (2018)