Publications - Machine Learning SG

SpADe: On Shape-based Pattern Detection in Streaming Time Series (2007)

Yueguo Chen M. A. Nascimento Beng Chin Ooi A. K. H. Tung

dynamic time warping longest common subsequence problem euclidean distance image warping pattern matching +6 more

2007 IEEE 23rd International Conference on Data Engineering 207 citations Published 2007-04-15
Normalizing the Speech Modulation Spectrum for Robust Speech Recognition (2007)

Xiong Xiao Eng Siong Chng Haizhou Li

speech processing word error rate wiener filter normalization filter +7 more

2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07 13 citations Published 2007-04-15
Face Recognition Based on Discriminant Evaluation in the Whole Space (2007)

Xudong Jiang B. Mandal A. Kot

linear discriminant analysis dimensionality reduction subspace topology facial recognition system linear subspace +7 more

2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07 14 citations Published 2007-04-15
Efficiently Processing Continuous k-NN Queries on Data Streams (2007)

C. Bohm Beng Chin Ooi C. Plant Ying Yan

data stream mining data structure skyline k nearest neighbors algorithm search engine indexing +7 more

2007 IEEE 23rd International Conference on Data Engineering 72 citations Published 2007-04-15
Distance Based Subspace Clustering with Flexible Dimension Partitioning (2007)

Guimei Liu Jinyan Li K. Sim Limsoon Wong

correlation clustering cluster analysis single linkage clustering cure data clustering algorithm clustering high dimensional data +6 more

2007 IEEE 23rd International Conference on Data Engineering 63 citations Published 2007-04-15
One-versus-one and one-versus-all multiclass SVM-RFE for gene selection in cancer classification (2007)

Kai-Bo Duan Jagath C. Rajapakse Minh N. Nguyen

multiclass classification linear classifier structured support vector machine feature selection support vector machine +7 more

EvoBIO'07 Proceedings of the 5th European conference on Evolutionary computation, machine learning and data mining in bioinformatics 53 citations Published 2007-04-11
Adaptive Vision based Tracking Control of Robots with Uncertainty in Depth Information (2007)

C.C. Cheah C. Liu J.J.E. Slotine

adaptive control robot kinematics robot control controller motion control +7 more

Proceedings 2007 IEEE International Conference on Robotics and Automation 34 citations Published 2007-04-10
Correlation-based detection of attribute outliers (2007)

Judice L. Y. Koh Mong Li Lee Wynne Hsu Kai Tak Lam

anomaly detection outlier data quality data set pattern recognition +7 more

DASFAA'07 Proceedings of the 12th international conference on Database systems for advanced applications 16 citations Published 2007-04-09
Temporal Logic Representation Schema for Intermediate Function (2007)

Yuanbin Song David K. H. Chua

temporal logic construction management concurrency knowledge representation and reasoning schema +6 more

Journal of Construction Engineering and Management-asce 11 citations Published 2007-04-01
Support vector machines approach for predicting druggable proteins: recent progress in its exploration and investigation of its usefulness. (2007)

Lian Yi Han Chan Juan Zheng Bin Xie Jia Jia Xiao Hua Ma Feng Zhu Hong Huang Lin Xin Chen Yu Zong Chen

druggability drug discovery in silico computational biology support vector machine +3 more

Drug Discovery Today 93 citations Published 2007-04-01
Soft pattern matching models for definitional question answering (2007)

Hang Cui Min-Yen Kan Tat-Seng Chua

pattern matching question answering regular expression probabilistic logic hidden markov model +7 more

ACM Transactions on Information Systems 95 citations Published 2007-04-01
Prediction of Protein Secondary Structure with two-stage multi-class SVMs (2007)

Minh N. Nguyen Jagath C. Rajapakse

support vector machine machine learning protein secondary structure computer science artificial intelligence

data mining in bioinformatics 33 citations Published 2007-04-01
Pattern-Based Data Hiding for Binary Image Authentication by Connectivity-Preserving (2007)

H. Yang A.C. Kot

watermark binary image digital watermarking steganography image quality +7 more

IEEE Transactions on Multimedia 185 citations Published 2007-04-01
Investigation of Motion Guidance With Scooter Cobot and Collaborative Learning (2007)

Eng Seng Boy E. Burdet C.L. Teo J.E. Colgate

body movement robotics robot haptic technology collaborative learning +7 more

IEEE Transactions on Robotics 16 citations Published 2007-04-01
Feature selection algorithm for mixed data with both nominal and continuous features (2007)

Wenyin Tang K. Z. Mao

feature feature extraction feature feature selection k nearest neighbors algorithm +7 more

Pattern Recognition Letters 30 citations Published 2007-04-01
Efficient Short Video Repeat Identification With Application to News Video Structure Analysis (2007)

X.-F. Yang Q. Tian P. Xue

video tracking image segmentation image processing feature extraction segmentation +6 more

IEEE Transactions on Multimedia 19 citations Published 2007-04-01
Discovering Chinese Chess Strategies through Coevolutionary Approaches (2007)

C.S. Ong H.Y. Quek K.C. Tan A. Tay

quiescence search search algorithm evolutionary computation evolutionary algorithm initialization +6 more

2007 IEEE Symposium on Computational Intelligence and Games 12 citations Published 2007-04-01
Continuous Verification Using Multimodal Biometrics (2007)

T. Sim Sheng Zhang R. Janakiraman S. Kumar

functional verification intelligent verification runtime verification biometrics user interface +5 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 289 citations Published 2007-04-01
IMMPDAF Approach for Road-Boundary Tracking (2007)

K.R.S. Kodagoda S.S. Ge W.S. Wijesoma A.P. Balasuriya

tracking system clutter autonomous system robot computer vision +6 more

IEEE Transactions on Vehicular Technology 19 citations Published 2007-03-26
Partial correlation based variable selection approach for multivariate data classification methods (2007)

K. Raghuraj Rao S. Lakshminarayanan

feature selection data classification linear discriminant analysis genetic algorithm partial correlation +6 more

Chemometrics and Intelligent Laboratory Systems 20 citations Published 2007-03-15

Previous Next

SpADe: On Shape-based Pattern Detection in Streaming Time Series (2007)

Normalizing the Speech Modulation Spectrum for Robust Speech Recognition (2007)

Face Recognition Based on Discriminant Evaluation in the Whole Space (2007)

Efficiently Processing Continuous k-NN Queries on Data Streams (2007)

Distance Based Subspace Clustering with Flexible Dimension Partitioning (2007)

One-versus-one and one-versus-all multiclass SVM-RFE for gene selection in cancer classification (2007)

Adaptive Vision based Tracking Control of Robots with Uncertainty in Depth Information (2007)

Correlation-based detection of attribute outliers (2007)

Temporal Logic Representation Schema for Intermediate Function (2007)

Support vector machines approach for predicting druggable proteins: recent progress in its exploration and investigation of its usefulness. (2007)

Soft pattern matching models for definitional question answering (2007)

Prediction of Protein Secondary Structure with two-stage multi-class SVMs (2007)

Pattern-Based Data Hiding for Binary Image Authentication by Connectivity-Preserving (2007)

Investigation of Motion Guidance With Scooter Cobot and Collaborative Learning (2007)

Feature selection algorithm for mixed data with both nominal and continuous features (2007)

Efficient Short Video Repeat Identification With Application to News Video Structure Analysis (2007)

Discovering Chinese Chess Strategies through Coevolutionary Approaches (2007)

Continuous Verification Using Multimodal Biometrics (2007)

IMMPDAF Approach for Road-Boundary Tracking (2007)

Partial correlation based variable selection approach for multivariate data classification methods (2007)