Publications - Machine Learning SG

Cost-Sensitive Online Classification (2012)

Jialei Wang Peilin Zhao Steven C.H. Hoi

online machine learning one class classification multiclass classification linear classifier statistical classification +7 more

2012 IEEE 12th International Conference on Data Mining 15 citations Published 2012-12-10
Co-labeling: A New Multi-view Learning Approach for Ambiguous Problems (2012)

Wen Li Lixin Duan Ivor Wai-Hung Tsang Dong Xu

multiple kernel learning semi supervised learning cluster analysis classifier kernel +7 more

2012 IEEE 12th International Conference on Data Mining 16 citations Published 2012-12-10
An Improved Double Compression Detection Method for JPEG Image Forensics (2012)

Vrizlynn L.L. Thing Yu Chen Carmen Cheh

quantization lossless jpeg jpeg jpeg 2000 image quality +6 more

2012 IEEE International Symposium on Multimedia 18 citations Published 2012-12-10
An integrated approach for the validation of emergence in component-based simulation models (2012)

Claudia Szabo Yong Meng Teo

software agent object oriented programming data science computer science artificial intelligence +4 more

Proceedings Title: Proceedings of the 2012 Winter Simulation Conference (WSC) 11 citations Published 2012-12-09
Simulation-based optimization of StarCraft tactical AI through evolutionary computation (2012)

Nasri Othman James Decraene Wentong Cai Nan Hu Malcolm Yoke Hean Low Alexandre Gouaillard

evolutionary computation software agent simulation based optimization xml modular design +4 more

2012 IEEE Conference on Computational Intelligence and Games (CIG) 18 citations Published 2012-12-06
Matching vein patterns from color images for forensic investigation (2012)

Hengyi Zhang Chaoying Tang Adams Wai-Kin Kong Noah Craft

vein matching child sexual abuse blossom algorithm standard illuminant forensic identification +6 more

2012 IEEE Fifth International Conference on Biometrics: Theory, Applications and Systems (BTAS) 30 citations Published 2012-12-06
Hierarchical Bayesian Nonparametric Approach to Modeling and Learning the Wisdom of Crowds of Urban Traffic Route Planning Agents (2012)

Jiangbo Yu Kian Hsiang Low Ali Oran Patrick Jaillet

crowds ranking intelligent transportation system bayesian probability machine learning +7 more

Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology on 13 citations Published 2012-12-04
Super-Bit Locality-Sensitive Hashing (2012)

Jianqiu Ji Jianmin Li Shuicheng Yan Bo Zhang Qi Tian

locality sensitive hashing k nearest neighbors algorithm mean squared error dimensionality reduction random projection +6 more

Advances in Neural Information Processing Systems 25 106 citations Published 2012-12-03
Max-Margin Structured Output Regression for Spatio-Temporal Action Localization (2012)

Du Tran Junsong Yuan

minimum bounding box structured prediction bounding overwatch inference trajectory +5 more

Advances in Neural Information Processing Systems 25 66 citations Published 2012-12-03
Within-crowd immersive evaluation of collision avoidance behaviors (2012)

Junghyun Ahn Nan Wang Daniel Thalmann Ronan Boulic

crowd simulation spatial contextual awareness visual search collision pedestrian +5 more

Proceedings of the 11th ACM SIGGRAPH International Conference on Virtual-Reality Continuum and its Applications in Industry 11 citations Published 2012-12-02
Fall detection based on skeleton extraction (2012)

Zhen-Peng Bian Lap-Pui Chau Nadia Magnenat-Thalmann

motion analysis motion capture rdf activity recognition random forest +6 more

Proceedings of the 11th ACM SIGGRAPH International Conference on Virtual-Reality Continuum and its Applications in Industry 12 citations Published 2012-12-02
Wind profile prediction using a Meta-cognitive Fully Complex-valued neural network (2012)

E. Sathish M. Sivachitra Ramasamy Savitha S. Vijayachitra

radial basis function network extreme learning machine artificial neural network wind profile power law radial basis function +5 more

2012 Fourth International Conference on Advanced Computing (ICoAC) 11 citations Published 2012-12-01
Unsupervised Domain Adaptation for Joint Segmentation and POS-Tagging (2012)

Yang Liu Yue Zhang

lexicon segmentation speech recognition natural language processing computer science +5 more

Proceedings of COLING 2012: Posters 31 citations Published 2012-12-01
Rotated Orthogonal Transform (ROT) for Motion-Compensation Residual Coding (2012)

Zhouye Gu Weisi Lin Bu-Sung Lee Chiew Tong Lau

discrete cosine transform transform coding motion compensation lapped transform data compression +6 more

IEEE Transactions on Image Processing 13 citations Published 2012-12-01
Quality assessment of finger-vein image (2012)

Huafeng Qin Sheng Li Alex C. Kot Lan Qin

radon space radon transform quality score computer vision curvature +5 more

Proceedings of The 2012 Asia Pacific Signal and Information Processing Association Annual Summit and Conference 14 citations Published 2012-12-01
Merging SenticNet and WordNet-Affect emotion lists for sentiment analysis (2012)

Soujanya Poria Alexander Gelbukh Erik Cambria Peipei Yang Amir Hussain Tariq Durrani

sentiment analysis wordnet natural language processing information retrieval computer science +4 more

2012 IEEE 11th International Conference on Signal Processing 99 citations Published 2012-12-01
Difficulty Guided Image Retrieval Using Linear Multiple Feature Embedding (2012)

Yangxi Li Bo Geng Dacheng Tao Zheng-Jun Zha Linjun Yang Chao Xu

visual word query expansion ranking image retrieval automatic image annotation +6 more

IEEE Transactions on Multimedia 28 citations Published 2012-12-01
Design and analysis of a novel compact compliant actuator with variable impedance (2012)

Haoyong Yu Sunan Huang Gong Chen Siew-Lok Toh Manolo Sta Cruz Yessine Ghorbel Chi Zhu Yuehong Yin

ball screw actuator servomotor torsion spring robotics +6 more

2012 IEEE International Conference on Robotics and Biomimetics (ROBIO) 13 citations Published 2012-12-01
Challenges in Kurdish Text Processing (2012)

Kyumars Sheykh Esmaili

text processing standardization natural language processing computer science segmentation +1 more

arXiv preprint arXiv:1212.0074 11 citations Published 2012-12-01
Attribute-restricted latent topic model for person re-identification (2012)

Xiao Liu Mingli Song Qi Zhao Dacheng Tao Chun Chen Jiajun Bu

probabilistic latent semantic analysis topic model encode machine learning computer science +5 more

Pattern Recognition 65 citations Published 2012-12-01

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Cost-Sensitive Online Classification (2012)

Co-labeling: A New Multi-view Learning Approach for Ambiguous Problems (2012)

An Improved Double Compression Detection Method for JPEG Image Forensics (2012)

An integrated approach for the validation of emergence in component-based simulation models (2012)

Simulation-based optimization of StarCraft tactical AI through evolutionary computation (2012)

Matching vein patterns from color images for forensic investigation (2012)

Hierarchical Bayesian Nonparametric Approach to Modeling and Learning the Wisdom of Crowds of Urban Traffic Route Planning Agents (2012)

Super-Bit Locality-Sensitive Hashing (2012)

Max-Margin Structured Output Regression for Spatio-Temporal Action Localization (2012)

Within-crowd immersive evaluation of collision avoidance behaviors (2012)

Fall detection based on skeleton extraction (2012)

Wind profile prediction using a Meta-cognitive Fully Complex-valued neural network (2012)

Unsupervised Domain Adaptation for Joint Segmentation and POS-Tagging (2012)

Rotated Orthogonal Transform (ROT) for Motion-Compensation Residual Coding (2012)

Quality assessment of finger-vein image (2012)

Merging SenticNet and WordNet-Affect emotion lists for sentiment analysis (2012)

Difficulty Guided Image Retrieval Using Linear Multiple Feature Embedding (2012)

Design and analysis of a novel compact compliant actuator with variable impedance (2012)

Challenges in Kurdish Text Processing (2012)

Attribute-restricted latent topic model for person re-identification (2012)