Publications - Machine Learning SG

Evolutionary multitasking in permutation-based combinatorial optimization problems: Realization with TSP, QAP, LOP, and JSP (2016)

Yuan Yuan Yew-Soon Ong Abhishek Gupta Puay Siew Tan Hua Xu

human multitasking evolutionary algorithm evolutionary computation job shop scheduling travelling salesman problem +6 more

2016 IEEE Region 10 Conference (TENCON) 38 citations Published 2016-11-01
Ensemble similarity learning for kinship verification from facial images in the wild (2016)

Xiuzhuang Zhou Yuanyuan Shang Haibin Yan Guodong Guo

similarity learning ensemble learning facial recognition system mahalanobis distance biometrics +7 more

Information Fusion 74 citations Published 2016-11-01
Deep Metric Learning for Visual Tracking (2016)

Junlin Hu Jiwen Lu Yap-Peng Tan

metric feature vector eye tracking artificial neural network visual objects +6 more

IEEE Transactions on Circuits and Systems for Video Technology 73 citations Published 2016-11-01
Deceptive Review Spam Detection via Exploiting Task Relatedness and Unlabeled Data. (2016)

Zhen Hai Peilin Zhao Peng Cheng Peng Yang Xiao-Li Li Guangxia Li

machine learning computer science artificial intelligence

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing 31 citations Published 2016-11-01
Context-Sensitive Lexicon Features for Neural Sentiment Analysis (2016)

Zhiyang Teng Duy Tin Vo Yue Zhang

sentiment analysis lexicon natural language processing computer science artificial intelligence

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing 97 citations Published 2016-11-01
Autonomous navigation of UAV by using real-time model-based reinforcement learning (2016)

Nursultan Imanberdiyev Changhong Fu Erdal Kayacan I-Ming Chen

reinforcement learning quadcopter trajectory artificial intelligence engineering +4 more

2016 14th International Conference on Control, Automation, Robotics and Vision (ICARCV) 63 citations Published 2016-11-01
Automatic Features for Essay Scoring – An Empirical Study (2016)

Fei Dong Yue Zhang

empirical research computer science natural language processing artificial intelligence

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing 73 citations Published 2016-11-01
An online structural plasticity rule for generating better reservoirs (2016)

Subhrajit Roy Arindam Basu

learning rule artificial neural network spike train unsupervised learning neuromorphic engineering +6 more

Neural Computation 11 citations Published 2016-11-01
AMR-to-text generation as a Traveling Salesman Problem. (2016)

Linfeng Song Yue Zhang Xiaochang Peng Zhiguo Wang Daniel Gildea

bottleneck traveling salesman problem 2 opt travelling salesman problem computer science artificial intelligence +1 more

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing 20 citations Published 2016-11-01
Adapting Grammatical Error Correction Based on the Native Language of Writers with Neural Network Joint Models (2016)

Shamil Chollampatt Duc Tam Hoang Hwee Tou Ng

first language artificial neural network natural language processing speech recognition computer science +2 more

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing 26 citations Published 2016-11-01
A Neural Approach to Automated Essay Scoring (2016)

Kaveh Taghipour Hwee Tou Ng

automated essay scoring computer science natural language processing artificial intelligence

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing 206 citations Published 2016-11-01
A graph-based semi-supervised k nearest-neighbor method for nonlinear manifold distributed data classification (2016)

Enmei Tu Yaqian Zhang Lin Zhu Jie Yang Nikola Kasabov

semi supervised learning k nearest neighbors algorithm data classification data set gaussian +6 more

Information Sciences 19 citations Published 2016-11-01
A General Regularization Framework for Domain Adaptation (2016)

Wei Lu Hai Leong Chieu Jonathan Löfgren

regularization perspectives on support vector machines regularization computer science artificial intelligence domain adaptation

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing 12 citations Published 2016-11-01
Happiness level prediction with sequential inputs via multiple regressions (2016)

Jianshu Li Sujoy Roy Jiashi Feng Terence Sim

happiness deep learning recurrent neural network convolutional neural network discriminative model +6 more

Proceedings of the 18th ACM International Conference on Multimodal Interaction 35 citations Published 2016-10-31
Group happiness assessment using geometric features and dataset balancing (2016)

Vassilios Vonikakis Yasin Yazici Viet Dung Nguyen Stefan Winkler

happiness test set expression partial least squares regression mean squared error +6 more

Proceedings of the 18th ACM International Conference on Multimodal Interaction 30 citations Published 2016-10-31
Audio and face video emotion recognition in the wild using deep neural networks and small datasets (2016)

Wan Ding Mingyu Xu Dongyan Huang Weisi Lin Minghui Dong Xinguo Yu Haizhou Li

emotion classification time delay neural network convolutional neural network recurrent neural network feature extraction +7 more

Proceedings of the 18th ACM International Conference on Multimodal Interaction 24 citations Published 2016-10-31
A Deeper Look into Sarcastic Tweets Using Deep Convolutional Neural Networks (2016)

Soujanya Poria Erik Cambria Devamanyu Hazarika Prateek Vij

sarcasm sentiment analysis convolutional neural network sentence natural language +7 more

arXiv preprint arXiv:1610.08815 17 citations Published 2016-10-27
Effective Document Labeling with Very Few Seed Words: A Topic Model Approach (2016)

Chenliang Li Jian Xing Aixin Sun Zongyang Ma

topic model supervised learning small set natural language processing information retrieval +5 more

Proceedings of the 25th ACM International on Conference on Information and Knowledge Management 32 citations Published 2016-10-24
Noninvasive Brain-Computer Interface: Decoding Arm Movement Kinematics and Motor Control (2016)

Neethu Robinson A.P. Vinod

motor control motor skill brain computer interface interface neurorehabilitation +6 more

IEEE Systems, Man, and Cybernetics Magazine 12 citations Published 2016-10-20
Wrist Proprioception: Amplitude or Position Coding? (2016)

Francesca Marini Valentina Squeri Pietro Morasso Lorenzo Masia

proprioception wrist coding kinesthetic learning computer vision +6 more

Frontiers in Neurorobotics 15 citations Published 2016-10-19

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Evolutionary multitasking in permutation-based combinatorial optimization problems: Realization with TSP, QAP, LOP, and JSP (2016)

Ensemble similarity learning for kinship verification from facial images in the wild (2016)

Deep Metric Learning for Visual Tracking (2016)

Deceptive Review Spam Detection via Exploiting Task Relatedness and Unlabeled Data. (2016)

Context-Sensitive Lexicon Features for Neural Sentiment Analysis (2016)

Autonomous navigation of UAV by using real-time model-based reinforcement learning (2016)

Automatic Features for Essay Scoring – An Empirical Study (2016)

An online structural plasticity rule for generating better reservoirs (2016)

AMR-to-text generation as a Traveling Salesman Problem. (2016)

Adapting Grammatical Error Correction Based on the Native Language of Writers with Neural Network Joint Models (2016)

A Neural Approach to Automated Essay Scoring (2016)

A graph-based semi-supervised k nearest-neighbor method for nonlinear manifold distributed data classification (2016)

A General Regularization Framework for Domain Adaptation (2016)

Happiness level prediction with sequential inputs via multiple regressions (2016)

Group happiness assessment using geometric features and dataset balancing (2016)

Audio and face video emotion recognition in the wild using deep neural networks and small datasets (2016)

A Deeper Look into Sarcastic Tweets Using Deep Convolutional Neural Networks (2016)

Effective Document Labeling with Very Few Seed Words: A Topic Model Approach (2016)

Noninvasive Brain-Computer Interface: Decoding Arm Movement Kinematics and Motor Control (2016)

Wrist Proprioception: Amplitude or Position Coding? (2016)