Publications - Machine Learning SG

Semantic Multidimensional Scaling for Open-Domain Sentiment Analysis (2014)

Erik Cambria Yangqiu Song Haixun Wang Newton Howard

sentiment analysis common knowledge domain knowledge semantic computing knowledge based systems +7 more

IEEE Intelligent Systems 122 citations Published 2014-03-01
Performance evaluation of microbial fuel cell by artificial intelligence methods (2014)

A. Garg V. Vijayaraghavan S. S. Mahapatra K. Tai C. H. Wong

artificial neural network genetic programming support vector machine microbial fuel cell voltage +3 more

Expert Systems With Applications 59 citations Published 2014-03-01
Particle filtering for TDOA based acoustic source tracking: Nonconcurrent Multiple Talkers (2014)

Xionghu Zhong James R. Hopgood

extended kalman filter acoustic source localization particle filter source tracking kalman filter +7 more

Signal Processing 12 citations Published 2014-03-01
Online Multiple Kernel Similarity Learning for Visual Search (2014)

Hao Xia Steven C. H. Hoi Rong Jin Peilin Zhao

similarity measure multiple kernel learning similarity learning radial basis function kernel kernel method +7 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 91 citations Published 2014-03-01
Online Feature Selection and Its Applications (2014)

Jialei Wang Peilin Zhao Steven C. H. Hoi Rong Jin

online machine learning feature learning feature selection feature feature extraction +7 more

IEEE Transactions on Knowledge and Data Engineering 240 citations Published 2014-03-01
Identifying Features in Opinion Mining via Intrinsic and Extrinsic Domain Relevance (2014)

Zhen Hai Kuiyu Chang Jung-Jae Kim Christopher C. Yang

feature extraction sentiment analysis natural language processing syntax hidden markov model +7 more

IEEE Transactions on Knowledge and Data Engineering 177 citations Published 2014-03-01
Fusion of Multichannel Local and Global Structural Cues for Photo Aesthetics Evaluation (2014)

Luming Zhang Yue Gao Roger Zimmermann Qi Tian Xuelong Li

feature vector image fusion computer vision graph theory sensory cue +7 more

IEEE Transactions on Image Processing 142 citations Published 2014-03-01
Exploiting the relationships among several binary classifiers via data transformation (2014)

Kar-Ann Toh Geok-Choo Tan

random subspace method classifier feature data random projection binary classification +7 more

Pattern Recognition 11 citations Published 2014-03-01
ERNN: A Biologically Inspired Feedforward Neural Network to Discriminate Emotion From EEG Signal (2014)

Reza Khosrowabadi Chai Quek Kai Keng Ang Abdul Wahab

time delay neural network feedforward neural network artificial neural network electroencephalography feature extraction +6 more

IEEE Transactions on Neural Networks 81 citations Published 2014-03-01
Effects of Written Feedback and Revision on Learners’ Accuracy in Using Two English Grammatical Structures (2014)

Natsuko Shintani Rod Ellis Wataru Suzuki

corrective feedback grammar syntax second language acquisition metalinguistics +7 more

Language Learning 194 citations Published 2014-03-01
Constructive multi-output extreme learning machine with application to large tanker motion dynamics identification (2014)

Ning Wang Ning Wang Min Han Nuo Dong Meng Joo Er Meng Joo Er

extreme learning machine model selection constructive reference model ranking +7 more

Neurocomputing 78 citations Published 2014-03-01
Comparison of different approaches to visual terrain classification for outdoor mobile robots (2014)

Yuhua Zou Weihai Chen Lihua Xie Xingming Wu

contextual image classification terrain support vector machine scale invariant feature transform extreme learning machine +7 more

Pattern Recognition Letters 16 citations Published 2014-03-01
Comparing the learning effectiveness of BP, ELM, I-ELM, and SVM for corporate credit ratings (2014)

Haoming Zhong Chunyan Miao Zhiqi Shen Yuhong Feng

credit rating credit risk credit crunch extreme learning machine artificial neural network +5 more

Neurocomputing 115 citations Published 2014-03-01
Application of BW-ELM model on traffic sign recognition (2014)

Zhan-Li Sun Zhan-Li Sun Han Wang Wai-Shing Lau Gerald Seet Danwei Wang

traffic sign recognition feature artificial neural network extreme learning machine feature selection +7 more

Neurocomputing 54 citations Published 2014-03-01
A saliency-driven robotic head with bio-inspired saccadic behaviors for social robotics (2014)

Hongsheng He Shuzhi Sam Ge Zhengchen Zhang

social robot robot salience saccadic masking user experience design +4 more

Autonomous Robots 11 citations Published 2014-03-01
A Rain Pixel Recovery Algorithm for Videos With Highly Dynamic Scenes (2014)

Jie Chen Lap-Pui Chau

motion estimation image segmentation pixel object detection adaptive filter +7 more

IEEE Transactions on Image Processing 73 citations Published 2014-03-01
Predicting response in mobile advertising with hierarchical importance-aware factorization machine (2014)

Richard J. Oentaryo Ee-Peng Lim Jia-Wei Low David Lo Michael Finegold

ranking empirical research robust regression machine learning factor analysis +7 more

Proceedings of the 7th ACM international conference on Web search and data mining 85 citations Published 2014-02-24
Energy efficient in-memory machine learning for data intensive image-processing by non-volatile domain-wall memory (2014)

Hao Yu Yuhao Wang Shuai Chen Wei Fei Chuliang Weng Junfeng Zhao Zhulin Wei

data diffusion machine artificial neural network computer memory image processing computer data storage +6 more

2014 19th Asia and South Pacific Design Automation Conference (ASP-DAC) 16 citations Published 2014-02-20
Exhaustive search of puzzles in operational transformation (2014)

Chengzheng Sun Yi Xu Agustina Agustina

operational transformation correctness collaborative editing brute force search computer science +4 more

Proceedings of the 17th ACM conference on Computer supported cooperative work & social computing 18 citations Published 2014-02-15
Parsing the Hand in Depth Images (2014)

Hui Liang Junsong Yuan Daniel Thalmann

conditional random field gesture recognition parsing robustness discriminative model +7 more

IEEE Transactions on Multimedia 93 citations Published 2014-02-13

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Semantic Multidimensional Scaling for Open-Domain Sentiment Analysis (2014)

Performance evaluation of microbial fuel cell by artificial intelligence methods (2014)

Particle filtering for TDOA based acoustic source tracking: Nonconcurrent Multiple Talkers (2014)

Online Multiple Kernel Similarity Learning for Visual Search (2014)

Online Feature Selection and Its Applications (2014)

Identifying Features in Opinion Mining via Intrinsic and Extrinsic Domain Relevance (2014)

Fusion of Multichannel Local and Global Structural Cues for Photo Aesthetics Evaluation (2014)

Exploiting the relationships among several binary classifiers via data transformation (2014)

ERNN: A Biologically Inspired Feedforward Neural Network to Discriminate Emotion From EEG Signal (2014)

Effects of Written Feedback and Revision on Learners’ Accuracy in Using Two English Grammatical Structures (2014)

Constructive multi-output extreme learning machine with application to large tanker motion dynamics identification (2014)

Comparison of different approaches to visual terrain classification for outdoor mobile robots (2014)

Comparing the learning effectiveness of BP, ELM, I-ELM, and SVM for corporate credit ratings (2014)

Application of BW-ELM model on traffic sign recognition (2014)

A saliency-driven robotic head with bio-inspired saccadic behaviors for social robotics (2014)

A Rain Pixel Recovery Algorithm for Videos With Highly Dynamic Scenes (2014)

Predicting response in mobile advertising with hierarchical importance-aware factorization machine (2014)

Energy efficient in-memory machine learning for data intensive image-processing by non-volatile domain-wall memory (2014)

Exhaustive search of puzzles in operational transformation (2014)

Parsing the Hand in Depth Images (2014)