Publications - Machine Learning SG

Efficient fingerprint search based on database clustering (2007)

Manhua Liu Xudong Jiang Alex Chichung Kot

cluster analysis search algorithm fingerprint k means clustering feature vector +7 more

Pattern Recognition 88 citations Published 2007-06-01
Domain Adaptation with Active Learning for Word Sense Disambiguation (2007)

Yee Seng Chan Hwee Tou Ng

semeval active learning natural language processing speech recognition computer science +3 more

Proceedings of the 45th Annual Meeting of the Association of Computational Linguistics 144 citations Published 2007-06-01
Coreference Resolution Using Semantic Relatedness Information from Automatically Discovered Patterns (2007)

Xiaofeng Yang Jian Su

semantic computing semantic similarity coreference natural language processing information retrieval +5 more

Proceedings of the 45th Annual Meeting of the Association of Computational Linguistics 81 citations Published 2007-06-01
An Investigation on Noisy Environments in Evolutionary Multiobjective Optimization (2007)

C.K. Goh K.C. Tan

evolutionary computation evolutionary algorithm premature convergence multi objective optimization local search +7 more

IEEE Transactions on Evolutionary Computation 179 citations Published 2007-06-01
An effective architecture for learning and evolving flexible job-shop schedules (2007)

Nhu Binh Ho Joc Cing Tay Edmund Ming-Kit Lai

evolutionary algorithm population genetic algorithm job shop random search +5 more

European Journal of Operational Research 281 citations Published 2007-06-01
A Statistical Language Modeling Approach to Lattice-Based Spoken Document Retrieval (2007)

Tee Kiah Chia Haizhou Li Hwee Tou Ng

vector space model language model document retrieval document clustering statistical model +7 more

Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL) 12 citations Published 2007-06-01
A Novel Generic Hebbian Ordering-Based Fuzzy Rule Base Reduction Approach to Mamdani Neuro-Fuzzy System (2007)

Feng Liu Chai Quek Geok See Ng

generalized hebbian algorithm fuzzy rule hebbian theory interpretability membership function +6 more

Neural Computation 73 citations Published 2007-06-01
A new semi-fragile image watermarking with robust tampering restoration using irregular sampling (2007)

Xunzhan Zhu Anthony T. S. Ho Pina Marziliano

image restoration image processing digital watermarking digital image lossy compression +6 more

Signal Processing-image Communication 105 citations Published 2007-06-01
A Multi-resolution Framework for Information Extraction from Free Text (2007)

Mstislav Maslennikov Tat-Seng Chua

relationship extraction information extraction phrase sentence natural language processing +6 more

Proceedings of the 45th Annual Meeting of the Association of Computational Linguistics 58 citations Published 2007-06-01
New Insights into Image Processing of Cortical Blood Flow Monitors Using Laser Speckle Imaging (2007)

T.M. Le J.S. Paul H. Al-Nashash A. Tan A.R. Luft F.S. Sheu S.H. Ong

laser speckle imaging speckle pattern image processing medical imaging image resolution +6 more

IEEE Transactions on Medical Imaging 89 citations Published 2007-05-29
Graphics-assisted cutter orientation correction for collision-free five-axis machining (2007)

Q.-H. Wang J.-R. Li H.-Q. Gong

cutter location machining machine tool visibility computation +6 more

International Journal of Production Research 11 citations Published 2007-05-16
Graphical models for online solutions to interactive POMDPs (2007)

Prashant Doshi Yifeng Zeng Qiongyu Chen

graphical model influence diagram markov decision process theoretical computer science artificial intelligence +3 more

Proceedings of the 6th international joint conference on Autonomous agents and multiagent systems 11 citations Published 2007-05-14
Memetic algorithm using multi-surrogates for computationally expensive optimization problems (2007)

Zongzhao Zhou Yew Soon Ong Meng Hiot Lim Bu Sung Lee

memetic algorithm population based incremental learning evolutionary algorithm cultural algorithm local search +6 more

soft computing 152 citations Published 2007-05-10
Are herb-pairs of traditional Chinese medicine distinguishable from others? Pattern analysis and artificial intelligence classification study of traditionally defined herbal properties. (2007)

Choong Yong Ung Hu Li Zhi Wei Cao Yi Xue Li Yu Zong Chen

traditional chinese medicine artificial intelligence medicine ai systems chinese traditional +4 more

Journal of Ethnopharmacology 100 citations Published 2007-05-04
Sub-band Common Spatial Pattern (SBCSP) for Brain-Computer Interface (2007)

Q. Novi C. Guan Tran Huy Dat Ping Xue

linear discriminant analysis filter bank brain computer interface discriminative model contextual image classification +7 more

2007 3rd International IEEE/EMBS Conference on Neural Engineering 261 citations Published 2007-05-02
Part-Based Object Retrieval in Cluttered Environment (2007)

Yanling Chi M.K.H. Leung

image retrieval search engine indexing object oriented programming image segmentation optimal matching +7 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 18 citations Published 2007-05-01
Determination of the Number of Principal Directions in a Biologically Plausible PCA Model (2007)

Jian Cheng Lv Zhang Yi Kok Kiong Tan

generalized hebbian algorithm artificial neural network hebbian theory principal component analysis feature extraction +4 more

IEEE Transactions on Neural Networks 19 citations Published 2007-05-01
BIOLOGICAL BRAIN-INSPIRED GENETIC COMPLEMENTARY LEARNING FOR STOCK MARKET AND BANK FAILURE PREDICTION (2007)

Tuan Zea Tan Chai Quek Geok See Ng

stock market prediction artificial neural network genetic algorithm interpretability stock market +6 more

computational intelligence 29 citations Published 2007-05-01
A cognitive approach for agent-based personalized recommendation (2007)

Chunyan Miao Qiang Yang Haijing Fang Angela Goh

fuzzy cognitive map intelligent agent fuzzy logic domain knowledge case based reasoning +4 more

Knowledge Based Systems 89 citations Published 2007-05-01
Automatic Detection and Classification of Man-made Targets in Side Scan Sonar Images (2007)

Ai Ling Chew Poh Bee Tong Chin Swee Chia

object detection image segmentation sonar contextual image classification constant false alarm rate +6 more

2007 Symposium on Underwater Technology and Workshop on Scientific Use of Submarine Cables and Related Technologies 11 citations Published 2007-04-17

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Efficient fingerprint search based on database clustering (2007)

Domain Adaptation with Active Learning for Word Sense Disambiguation (2007)

Coreference Resolution Using Semantic Relatedness Information from Automatically Discovered Patterns (2007)

An Investigation on Noisy Environments in Evolutionary Multiobjective Optimization (2007)

An effective architecture for learning and evolving flexible job-shop schedules (2007)

A Statistical Language Modeling Approach to Lattice-Based Spoken Document Retrieval (2007)

A Novel Generic Hebbian Ordering-Based Fuzzy Rule Base Reduction Approach to Mamdani Neuro-Fuzzy System (2007)

A new semi-fragile image watermarking with robust tampering restoration using irregular sampling (2007)

A Multi-resolution Framework for Information Extraction from Free Text (2007)

New Insights into Image Processing of Cortical Blood Flow Monitors Using Laser Speckle Imaging (2007)

Graphics-assisted cutter orientation correction for collision-free five-axis machining (2007)

Graphical models for online solutions to interactive POMDPs (2007)

Memetic algorithm using multi-surrogates for computationally expensive optimization problems (2007)

Are herb-pairs of traditional Chinese medicine distinguishable from others? Pattern analysis and artificial intelligence classification study of traditionally defined herbal properties. (2007)

Sub-band Common Spatial Pattern (SBCSP) for Brain-Computer Interface (2007)

Part-Based Object Retrieval in Cluttered Environment (2007)

Determination of the Number of Principal Directions in a Biologically Plausible PCA Model (2007)

BIOLOGICAL BRAIN-INSPIRED GENETIC COMPLEMENTARY LEARNING FOR STOCK MARKET AND BANK FAILURE PREDICTION (2007)

A cognitive approach for agent-based personalized recommendation (2007)

Automatic Detection and Classification of Man-made Targets in Side Scan Sonar Images (2007)