Publications - Machine Learning SG

Facial expression imitation in human robot interaction (2008)

S.S. Ge C. Wang C.C. Hang

facial recognition system facial expression humanoid robot human robot interaction robot +6 more

RO-MAN 2008 - The 17th IEEE International Symposium on Robot and Human Interactive Communication 22 citations Published 2008-08-15
Active affective facial analysis for human-robot interaction (2008)

Shuzhi Sam Ge H.A. Samani Y.H.J. Ong Chang Chieh Hang

three dimensional face recognition face hallucination face detection facial recognition system facial motion capture +7 more

RO-MAN 2008 - The 17th IEEE International Symposium on Robot and Human Interactive Communication 11 citations Published 2008-08-15
Spectrogram denoising and automated extraction of the fundamental frequency variation of dolphin whistles (2008)

Asitha Mallawaarachchi S. H. Ong Mandar Chitre Elizabeth Taylor

spectrogram noise feature extraction transient noise underwater acoustics +7 more

Journal of the Acoustical Society of America 57 citations Published 2008-08-05
Skin heat transfer model of facial thermograms and its application in face recognition (2008)

Shiqian Wu Weisi Lin Shoulie Xie

facial recognition system facial expression histogram data pre processing normalization +7 more

Pattern Recognition 75 citations Published 2008-08-01
Reply to “Comments on “The Extreme Learning Machine”” (2008)

Guang-Bin Huang

computational learning theory online machine learning artificial neural network extreme learning machine function approximation +5 more

IEEE Transactions on Neural Networks 18 citations Published 2008-08-01
Imaging Systems of Human Eye: A Review (2008)

Rajendra Acharya U Wong Li Yun E. Y. Ng Wenwei Yu Jasjit S. Suri

eye disorder human eye optical coherence tomography medical imaging ocular pathology +7 more

Journal of Medical Systems 14 citations Published 2008-08-01
Comments on "The Extreme Learning Machine (2008)

L.P. Wang C.R. Wan

extreme learning machine artificial neural network feedforward neural network artificial intelligence machine learning +3 more

IEEE Transactions on Neural Networks 72 citations Published 2008-08-01
Algorithm Note: Variable predictive model based classification algorithm for effective separation of protein structural classes (2008)

Rao Raghuraj S. Lakshminarayanan

statistical classification support vector machine linear discriminant analysis classifier artificial neural network +7 more

Computational Biology and Chemistry 19 citations Published 2008-08-01
AdaBoost with SVM-based component classifiers (2008)

Xuchun Li Lei Wang Eric Sung

boosting adaboost support vector machine ensemble learning radial basis function kernel +7 more

Engineering Applications of Artificial Intelligence 385 citations Published 2008-08-01
A Hybrid Framework for 3-D Human Motion Tracking (2008)

Bingbing Ni A.A. Kassim S. Winkler

motion detection robustness sampling particle filter deterministic system +6 more

IEEE Transactions on Circuits and Systems for Video Technology 22 citations Published 2008-08-01
2008 Special Issue: Deterministic neural dynamics transmitted through neural networks (2008)

Yoshiyuki Asai Apratim Guha Alessandro E. P. Villa

spiking neural network artificial neural network deterministic system jitter deterministic system +6 more

Neural Networks 19 citations Published 2008-08-01
Power Utility Nontechnical Loss Analysis With Extreme Learning Machine Method (2008)

A.H. Nizar Z.Y. Dong Y. Wang

extreme learning machine support vector machine machine learning data mining electricity +5 more

IEEE Transactions on Power Systems 355 citations Published 2008-07-25
Speech Emotion Verification System (SEVS) based on MFCC for real time applications (2008)

Norhaslinda Kamaruddin Abdul Wahab

speech processing adaptive neuro fuzzy inference system multilayer perceptron mel frequency cepstrum emotion classification +7 more

Intelligent Environments, 2008 IET 4th International Conference on 12 citations Published 2008-07-21
Predicting protein structural class by SVM with class-wise optimized features and decision probabilities. (2008)

Ashish Anand Ganesan Pugalenthi P.N. Suganthan

ranking svm support vector machine pattern recognition data mining computer science +3 more

Journal of Theoretical Biology 69 citations Published 2008-07-21
Comments-oriented document summarization: understanding documents with readers' feedback (2008)

Meishan Hu Aixin Sun Ee-Peng Lim

automatic summarization multi document summarization sentence extraction natural language processing information retrieval +6 more

Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval 140 citations Published 2008-07-20
A lattice-based approach to query-by-example spoken document retrieval (2008)

Tee Kiah Chia Khe Chai Sim Haizhou Li Hwee Tou Ng

query expansion document retrieval visual word speech corpus language model +7 more

Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval 68 citations Published 2008-07-20
Method and device for determining a similarity value between minutiae templates (2008)

Tai Pang Chen Wei Yun Yau

minutiae cluster template pattern recognition geography +1 more

20 citations Published 2008-07-18
Trace ratio criterion for feature selection (2008)

Feiping Nie Shiming Xiang Yangqing Jia Changshui Zhang Shuicheng Yan

feature feature selection feature vector dimensionality reduction minimum redundancy feature selection +6 more

AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2 327 citations Published 2008-07-13
Semi-supervised ensemble ranking (2008)

Steven C. H. Hoi Rong Jin

ranking svm ranking learning to rank information retrieval applications ranking +7 more

AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2 53 citations Published 2008-07-13
Optinformatics for schema analysis of binary genetic algorithms (2008)

Minh Nghia Le Yew Soon Ong Quang Huy Nguyen

evolutionary computation genetic algorithm informatics schema artificial intelligence +4 more

Proceedings of the 10th annual conference on Genetic and evolutionary computation 14 citations Published 2008-07-13

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Facial expression imitation in human robot interaction (2008)

Active affective facial analysis for human-robot interaction (2008)

Spectrogram denoising and automated extraction of the fundamental frequency variation of dolphin whistles (2008)

Skin heat transfer model of facial thermograms and its application in face recognition (2008)

Reply to “Comments on “The Extreme Learning Machine”” (2008)

Imaging Systems of Human Eye: A Review (2008)

Comments on "The Extreme Learning Machine (2008)

Algorithm Note: Variable predictive model based classification algorithm for effective separation of protein structural classes (2008)

AdaBoost with SVM-based component classifiers (2008)

A Hybrid Framework for 3-D Human Motion Tracking (2008)

2008 Special Issue: Deterministic neural dynamics transmitted through neural networks (2008)

Power Utility Nontechnical Loss Analysis With Extreme Learning Machine Method (2008)

Speech Emotion Verification System (SEVS) based on MFCC for real time applications (2008)

Predicting protein structural class by SVM with class-wise optimized features and decision probabilities. (2008)

Comments-oriented document summarization: understanding documents with readers' feedback (2008)

A lattice-based approach to query-by-example spoken document retrieval (2008)

Method and device for determining a similarity value between minutiae templates (2008)

Trace ratio criterion for feature selection (2008)

Semi-supervised ensemble ranking (2008)

Optinformatics for schema analysis of binary genetic algorithms (2008)