Publications - Machine Learning SG

A Survey on Perception Methods for Human–Robot Interaction in Social Robots (2014)

Haibin Yan Marcelo H. Ang Aun Neow Poo

human robot interaction dimensionality reduction feature extraction social robot perception +6 more

International Journal of Social Robotics 86 citations Published 2014-01-01
A Meta-Cognitive Learning Algorithm for an Extreme Learning Machine Classifier (2014)

Ramaswamy Savitha Sundaram Suresh H. J. Kim

extreme learning machine learning classifier system stability multi task learning active learning +7 more

Cognitive Computation 76 citations Published 2014-01-01
A Deep Neural Network Approach for Sentence Boundary Detection in Broadcast News (2014)

Chenglin Xu Lei Xie Guangpu Huang Xiong Xiao Engsiong Chng Haizhou Li

conditional random field posterior probability artificial neural network viterbi decoder classifier +7 more

INTERSPEECH 25 citations Published 2014-01-01
A complex-valued neuro-fuzzy inference system and its learning mechanism (2014)

K. Subramanian R. Savitha S. Suresh

learning classifier system adaptive neuro fuzzy inference system function approximation neuro fuzzy gaussian +5 more

Neurocomputing 61 citations Published 2014-01-01
A Clustering based Method Accelerating Gene Regulatory Network Reconstruction (2014)

Georgios N. Dimitrakopoulos Ioannis A. Maraziotis Kyriakos Sgarbas Anastasios Bezerianos Anastasios Bezerianos

cluster analysis maximal information coefficient gene regulatory network time complexity curse of dimensionality +5 more

international conference on conceptual structures 11 citations Published 2014-01-01
Diminished reality using appearance and 3D geometry of internet photo collections (2013)

Zhuwen Li Yuxi Wang Jiaming Guo Loong-Fah Cheong Steven ZhiYing Zhou

augmented reality the internet texture synthesis image processing image texture +7 more

2013 IEEE International Symposium on Mixed and Augmented Reality (ISMAR) 19 citations Published 2013-12-23
Bio-mimetic strategies for tactile sensing (2013)

W. W. Lee J. Cabibihan N. V. Thakor

tactile sensor classifier computer vision biomimetics rate of convergence +5 more

2013 IEEE SENSORS 19 citations Published 2013-12-19
Using causality modeling and Fuzzy Lattice Reasoning algorithm for predicting blood glucose (2013)

Simon Fong Sabah Mohammed Jinan Fiaidhi Chee Keong Kwoh

blood glucose measurement knowledge acquisition computer experiment machine learning time series +7 more

Expert Systems With Applications 14 citations Published 2013-12-15
A spiking neural network architecture for visual motion estimation (2013)

Garrick Orchard Ryad Benosman Ralph Etienne-Cummings Nitish V. Thakor

spiking neural network neuromorphic engineering structure from motion motion estimation artificial neural network +6 more

2013 IEEE Biomedical Circuits and Systems Conference (BioCAS) 16 citations Published 2013-12-12
On the relationship between head pose, social attention and personality prediction for unstructured and dynamic group interactions (2013)

Ramanathan Subramanian Yan Yan Jacopo Staiano Oswald Lanz Nicu Sebe

pose big five personality traits personality extraversion and introversion neuroticism +7 more

Proceedings of the 15th ACM on International conference on multimodal interaction 65 citations Published 2013-12-09
Sentiment Analysis in News Articles Using Sentic Computing (2013)

Prashant Raina

sentiment analysis newspaper commonsense knowledge knowledge acquisition natural language processing +7 more

2013 IEEE 13th International Conference on Data Mining Workshops 16 citations Published 2013-12-07
Enhancing Sentiment Classification Performance Using Bi-Tagged Phrases (2013)

Basant Agarwal Namita Mittal Erik Cambria

sentiment analysis feature vector feature selection natural language processing machine learning +5 more

2013 IEEE 13th International Conference on Data Mining Workshops 14 citations Published 2013-12-07
Reinforcement Learning in Robust Markov Decision Processes (2013)

Shiau Hong Lim Huan Xu Shie Mannor

markov decision process reinforcement learning regret robustness state space +4 more

Advances in Neural Information Processing Systems 26 25 citations Published 2013-12-05
DESPOT: Online POMDP Planning with Regularization (2013)

Adhiraj Somani Nan Ye David Hsu Wee Sun Lee

anytime algorithm partially observable markov decision process curse of dimensionality source code artificial intelligence +5 more

Advances in Neural Information Processing Systems 26 311 citations Published 2013-12-05
CULTURAL ROBOTICS: The Culture of Robotics and Robotics in Culture (2013)

Hooman Samani Elham Saadatian Natalie Pang Doros Polydorou Owen Noel Newton Fernando Ryohei Nakatsu Jeffrey Tzu Kwan Valino Koh

educational robotics robotics licensee license engineering ethics +5 more

International Journal of Advanced Robotic Systems 14 citations Published 2013-12-05
Active Learning for Probabilistic Hypotheses Using the Maximum Gibbs Error Criterion (2013)

Nguyen Viet Cuong Wee Sun Lee Nan Ye Kian Ming A Chai Hai Leong Chieu

bayes error rate word error rate naive bayes classifier prior probability conditional random field +7 more

Advances in Neural Information Processing Systems 26 21 citations Published 2013-12-05
SMS based FAQ Retrieval for Hindi, English and Malayalam (2013)

Anwar Dilawar Shaikh Rajiv Ratn Shah Rahis Shaikh

hindi mean reciprocal rank malayalam tf idf natural language processing +5 more

Post-Proceedings of the 4th and 5th Workshops of the Forum for Information Retrieval Evaluation on 12 citations Published 2013-12-04
Extensive Facial Landmark Localization with Coarse-to-Fine Convolutional Network Cascade (2013)

Erjin Zhou Haoqiang Fan Zhimin Cao Yuning Jiang Qi Yin

facial recognition system convolutional neural network landmark artificial neural network robustness +7 more

2013 IEEE International Conference on Computer Vision Workshops 295 citations Published 2013-12-02
Weighted Online Sequential Extreme Learning Machine for Class Imbalance Learning (2013)

Bilal Mirza Zhiping Lin Kar-Ann Toh

online machine learning active learning semi supervised learning instance based learning stability +6 more

Neural Processing Letters 96 citations Published 2013-12-01
Video Co-segmentation for Meaningful Action Extraction (2013)

Jiaming Guo Zhuwen Li Loong-Fah Cheong Steven Zhiying Zhou

image segmentation markov random field feature extraction segmentation matching +7 more

2013 IEEE International Conference on Computer Vision 37 citations Published 2013-12-01

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A Survey on Perception Methods for Human–Robot Interaction in Social Robots (2014)

A Meta-Cognitive Learning Algorithm for an Extreme Learning Machine Classifier (2014)

A Deep Neural Network Approach for Sentence Boundary Detection in Broadcast News (2014)

A complex-valued neuro-fuzzy inference system and its learning mechanism (2014)

A Clustering based Method Accelerating Gene Regulatory Network Reconstruction (2014)

Diminished reality using appearance and 3D geometry of internet photo collections (2013)

Bio-mimetic strategies for tactile sensing (2013)

Using causality modeling and Fuzzy Lattice Reasoning algorithm for predicting blood glucose (2013)

A spiking neural network architecture for visual motion estimation (2013)

On the relationship between head pose, social attention and personality prediction for unstructured and dynamic group interactions (2013)

Sentiment Analysis in News Articles Using Sentic Computing (2013)

Enhancing Sentiment Classification Performance Using Bi-Tagged Phrases (2013)

Reinforcement Learning in Robust Markov Decision Processes (2013)

DESPOT: Online POMDP Planning with Regularization (2013)

CULTURAL ROBOTICS: The Culture of Robotics and Robotics in Culture (2013)

Active Learning for Probabilistic Hypotheses Using the Maximum Gibbs Error Criterion (2013)

SMS based FAQ Retrieval for Hindi, English and Malayalam (2013)

Extensive Facial Landmark Localization with Coarse-to-Fine Convolutional Network Cascade (2013)

Weighted Online Sequential Extreme Learning Machine for Class Imbalance Learning (2013)

Video Co-segmentation for Meaningful Action Extraction (2013)