Publications - Machine Learning SG

Function Based Design-by-Analogy: A Functional Vector Approach to Analogical Search (2014)

Jeremy Murphy Katherine Fu Kevin Otto Maria Yang Dan Jensen Kristin Wood

vector space model machine learning computer science artificial intelligence design by analogy

Journal of Mechanical Design 72 citations Published 2014-10-01
Exemplar-based sparse representation with residual compensation for voice conversion (2014)

Zhizheng Wu Tuomas Virtanen Eng Siong Chng Haizhou Li

sparse approximation mean opinion score spectrogram residual dimensionality reduction +6 more

IEEE Transactions on Audio, Speech, and Language Processing 159 citations Published 2014-10-01
EmoSenticSpace: a novel framework for affective common-sense reasoning (2014)

Soujanya Poria Alexander Gelbukh Erik Cambria Amir Hussain Guang-Bin Huang

sentiment analysis natural language natural language understanding semantics commonsense reasoning +7 more

Knowledge Based Systems 154 citations Published 2014-10-01
Domain Adaptation for CRF-based Chinese Word Segmentation using Free Annotations (2014)

Yijia Liu Yue Zhang Wanxiang Che Ting Liu Fan Wu

segmentation annotation natural language processing speech recognition computer science +3 more

Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP) 61 citations Published 2014-10-01
Batch-Orthogonal Locality-Sensitive Hashing for Angular Similarity (2014)

Jianqiu Ji Shuicheng Yan Jianmin Li Guangyu Gao Qi Tian Bo Zhang

locality sensitive hashing k independent hashing mean squared error random projection k nearest neighbors algorithm +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 27 citations Published 2014-10-01
Automatic image co-segmentation using geometric mean saliency (2014)

Koteswar Rao Jernpothula Jianfei Cai Fanman Meng Junsong Yuan

kadir brady saliency detector scale space segmentation image segmentation salience segmentation +7 more

2014 IEEE International Conference on Image Processing (ICIP) 23 citations Published 2014-10-01
Automated diagnosis of Age-related Macular Degeneration using greyscale features from digital fundus images (2014)

Muthu Rama Krishnan Mookiah U. Rajendra Acharya Joel E.W. Koh Vinod Chandran Chua Kuang Chua Jen Hong Tan Choo Min Lim E.Y.K. Ng Kevin Noronha Louis Tong Augustinus Laude

fundus gabor wavelet computer aided diagnosis receiver operating characteristic naive bayes classifier +6 more

Computers in Biology and Medicine 26 citations Published 2014-10-01
A multi-dimensional image quality prediction model for user-generated images in social networks (2014)

You Yang You Yang Xu Wang Tao Guan Jialie Shen Li Yu

image quality ground truth quality score recommender system data mining +7 more

Information Sciences 33 citations Published 2014-10-01
A fast learning algorithm for multi-layer extreme learning machine (2014)

Jiexiong Tang Chenwei Deng Guang-Bin Huang Junhui Hou

extreme learning machine stability active learning mnist database wake sleep algorithm +7 more

2014 IEEE International Conference on Image Processing (ICIP) 15 citations Published 2014-10-01
A crowdsourcing development approach based on a neuro-fuzzy network for creating innovative product concepts (2014)

Danni Chang Chun-Hsien Chen Ka Man Lee

crowdsourcing crowdsourcing software development product innovation neuro fuzzy job design +5 more

Neurocomputing 16 citations Published 2014-10-01
A Constituent-Based Approach to Argument Labeling with Joint Inference in Discourse Parsing (2014)

Fang Kong Hwee Tou Ng Guodong Zhou

treebank parsing inference sentence discourse analysis +6 more

Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP) 26 citations Published 2014-10-01
The predictive role of pre-cue EEG rhythms on MI-based BCI classification performance (2014)

Atieh Bamdadian Cuntai Guan Kai Keng Ang Jianxin Xu

brain computer interface motor imagery electroencephalography correlation visual perception +7 more

Journal of Neuroscience Methods 25 citations Published 2014-09-30
Design principles for robot inclusive spaces: a case study with Roomba (2014)

Mohan Rajesh Elara Nicolas Rojas Adrian Chua

personal robot mobile robot robot robotics roomba +6 more

2014 IEEE International Conference on Robotics and Automation (ICRA) 13 citations Published 2014-09-29
Saliency-Based Defect Detection in Industrial Images by Using Phase Spectrum (2014)

Xiaolong Bai Yuming Fang Weisi Lin Lipo Wang Bing-Feng Ju

salience computer vision chip fourier transform salient +5 more

IEEE Transactions on Industrial Informatics 112 citations Published 2014-09-22
Adaptation of motor imagery EEG classification model based on tensor decomposition. (2014)

Xinyang Li Xinyang Li Cuntai Guan Haihong Zhang Kai Keng Ang Sim Heng Ong

discriminative model feature extraction test data motor imagery pattern recognition +6 more

Journal of Neural Engineering 12 citations Published 2014-09-22
Unified Structured Learning for Simultaneous Human Pose Estimation and Garment Attribute Classification (2014)

Jie Shen Guangcan Liu Jia Chen Yuqiang Fang Jianbin Xie Yong Yu Shuicheng Yan

structured prediction support vector machine pose inference dynamic programming +7 more

IEEE Transactions on Image Processing 18 citations Published 2014-09-15
Interestingness-driven diffusion process summarization in dynamic networks (2014)

Qiang Qu Siyuan Liu Christian S. Jensen Feida Zhu Christos Faloutsos

automatic summarization dynamic network analysis data mining machine learning traceability +7 more

ECMLPKDD'14 Proceedings of the 2014th European Conference on Machine Learning and Knowledge Discovery in Databases - Volume Part II 57 citations Published 2014-09-15
DualAligner: A Dual Alignment-based Strategy to Align Protein Interaction Networks (2014)

Boon-Siew Seah Sourav S. Bhowmick C. Forbes Dewey

interaction network local area network data mining global network machine learning +7 more

Bioinformatics 18 citations Published 2014-09-15
Optic Cup Segmentation for Glaucoma Detection Using Low-Rank Superpixel Representation (2014)

Yanwu Xu Lixin Duan Stephen Lin Xiangyu Chen Damon Wing Kee Wong Tien Yin Wong Jiang Liu

optic cup segmentation fundus computer vision singular value decomposition +4 more

Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention 69 citations Published 2014-09-14
Seeing Human Weight from a Single RGB-D Image (2014)

Tam V. Nguyen Jiashi Feng Shuicheng Yan

rgb color model ground truth computer vision estimator theory of computation +6 more

Journal of Computer Science and Technology 12 citations Published 2014-09-12

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Function Based Design-by-Analogy: A Functional Vector Approach to Analogical Search (2014)

Exemplar-based sparse representation with residual compensation for voice conversion (2014)

EmoSenticSpace: a novel framework for affective common-sense reasoning (2014)

Domain Adaptation for CRF-based Chinese Word Segmentation using Free Annotations (2014)

Batch-Orthogonal Locality-Sensitive Hashing for Angular Similarity (2014)

Automatic image co-segmentation using geometric mean saliency (2014)

Automated diagnosis of Age-related Macular Degeneration using greyscale features from digital fundus images (2014)

A multi-dimensional image quality prediction model for user-generated images in social networks (2014)

A fast learning algorithm for multi-layer extreme learning machine (2014)

A crowdsourcing development approach based on a neuro-fuzzy network for creating innovative product concepts (2014)

A Constituent-Based Approach to Argument Labeling with Joint Inference in Discourse Parsing (2014)

The predictive role of pre-cue EEG rhythms on MI-based BCI classification performance (2014)

Design principles for robot inclusive spaces: a case study with Roomba (2014)

Saliency-Based Defect Detection in Industrial Images by Using Phase Spectrum (2014)

Adaptation of motor imagery EEG classification model based on tensor decomposition. (2014)

Unified Structured Learning for Simultaneous Human Pose Estimation and Garment Attribute Classification (2014)

Interestingness-driven diffusion process summarization in dynamic networks (2014)

DualAligner: A Dual Alignment-based Strategy to Align Protein Interaction Networks (2014)

Optic Cup Segmentation for Glaucoma Detection Using Low-Rank Superpixel Representation (2014)

Seeing Human Weight from a Single RGB-D Image (2014)