Publications - Machine Learning SG

Biogeography-based particle swarm optimization with fuzzy elitism and its applications to constrained engineering problems (2014)

Weian Guo Wuzhao Li Qun Zhang Lei Wang Qidi Wu Hongliang Ren

multi swarm optimization metaheuristic imperialist competitive algorithm particle swarm optimization evolutionary algorithm +6 more

Engineering Optimization 60 citations Published 2014-07-28
Supervised hashing for image retrieval via image representation learning (2014)

Rongkai Xia Yan Pan Hanjiang Lai Cong Liu Shuicheng Yan

feature hashing dynamic perfect hashing hash table locality sensitive hashing universal hashing +7 more

AAAI'14 Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence 675 citations Published 2014-07-27
SOML: sparse online metric learning with application to image retrieval (2014)

Xingyu Gao Steven C. H. Hoi Yongdong Zhang Ji Wan Jintao Li

sparse approximation metric nearest neighbor search image retrieval feature vector +5 more

AAAI'14 Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence 91 citations Published 2014-07-27
SenticNet 3: a common and common-sense knowledge base for cognition-driven sentiment analysis (2014)

Erik Cambria Daniel Olsher Dheeraj Rajagopal

sentiment analysis commonsense knowledge semantics knowledge representation and reasoning natural language +6 more

AAAI'14 Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence 390 citations Published 2014-07-27
Manifold learning for jointly modeling topic and visualization (2014)

Tuan M. V. Le Hady W. Lauw

information visualization visualization topic model nonlinear dimensionality reduction local consistency +7 more

AAAI'14 Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence 11 citations Published 2014-07-27
Leveraging decomposed trust in probabilistic matrix factorization for effective recommendation (2014)

Hui Fang Yang Bao Jie Zhang

recommender system support vector machine predictability machine learning data mining +3 more

AAAI'14 Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence 90 citations Published 2014-07-27
Joint morphological generation and syntactic linearization (2014)

Linfeng Song Yue Zhang Kai Song Qun Liu

natural language generation linearization word order syntax speech recognition +3 more

AAAI'14 Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence 17 citations Published 2014-07-27
Influence maximization with novelty decay in social networks (2014)

Shanshan Feng Xuefeng Chen Gao Cong Yifeng Zeng Yeow Meng Chee Yanping Xiang

novelty maximization social network artificial intelligence computer science +1 more

AAAI'14 Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence 20 citations Published 2014-07-27
Hybrid heterogeneous transfer learning through deep learning (2014)

Joey Tianyi Zhou Sinno Jialin Pan Ivor W. Tsang Yan Yan

feature learning transfer of learning deep learning classifier machine learning +4 more

AAAI'14 Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence 135 citations Published 2014-07-27
GP-Localize: persistent mobile robot localization using online sparse Gaussian process observation model (2014)

Nuo Xu Kian Hsiang Low Jie Chen Keng Kiat Lim Etkin Baris Özgül

mobile robot robot gaussian process global positioning system computer vision +6 more

AAAI'14 Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence 27 citations Published 2014-07-27
Decentralized multi-agent reinforcement learning in average-reward dynamic DCOPs (2014)

Duc Thien Nguyen William Yeoh Hoong Chuin Lau Shlomo Zilberstein Chongjie Zhang

reinforcement learning markov process artificial intelligence computer science current time +2 more

AAAI'14 Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence 17 citations Published 2014-07-27
DOA-Based Endoscopy Capsule Localization and Orientation Estimation via Unscented Kalman Filter (2014)

Shu Ting Goh Seyed A. Reza Zekavat Kaveh Pahlavan

inertial measurement unit kalman filter capsule endoscopy beacon reference frame +6 more

IEEE Sensors Journal 31 citations Published 2014-07-25
Recognizing human group action by layered model with multiple cues (2014)

Zhongwei Cheng Lei Qin Qingming Huang Shuicheng Yan Qi Tian

discriminative model group action probabilistic logic countable set correlative +6 more

Neurocomputing 70 citations Published 2014-07-20
Registration of multiple RGBD cameras via local rigid transformations (2014)

Teng Deng Jean Charles Bazin Tobias Martin Claudia Kuster Jianfei Cai Tiberiu Popa Markus H. Gross

rigid transformation 3d reconstruction focal length computer vision computer graphics images +6 more

2014 IEEE International Conference on Multimedia and Expo, ICME 2014 16 citations Published 2014-07-14
Emotion based image musicalization (2014)

Sicheng Zhao Hongxun Yao Fanglin Wang Xiaolei Jiang Wei Zhang

feature extraction visualization natural language processing popularity computer vision +5 more

Multimedia and Expo Workshops (ICMEW), 2014 IEEE International Conference on 18 citations Published 2014-07-14
Active key frame selection for 3D model reconstruction from crowdsourced geo-tagged videos (2014)

Guanfeng Wang Ying Lu Luming Zhang Abdullah Alfarrarjeh Roger Zimmermann Seon Ho Kim Cyrus Shahabi

key frame metadata 3d reconstruction computer vision kernel +6 more

Multimedia and Expo (ICME), 2014 IEEE International Conference on 16 citations Published 2014-07-14
Depth Enhanced Saliency Detection Method (2014)

Yupeng Cheng Huazhu Fu Xingxing Wei Jiangjian Xiao Xiaochun Cao

kadir brady saliency detector depth map salience salient machine vision +7 more

Proceedings of International Conference on Internet Multimedia Computing and Service 111 citations Published 2014-07-10
Optimizing LBP Structure For Visual Recognition Using Binary Quadratic Programming (2014)

Jianfeng Ren Xudong Jiang Junsong Yuan Gang Wang

local binary patterns feature selection feature feature extraction mutual information +6 more

IEEE Signal Processing Letters 64 citations Published 2014-07-09
Frogeye: Perception of the slightest tag motion (2014)

Lei Yang Yong Qi Jianbing Fang Xuan Ding Tianci Liu Mo Li

motion detection background subtraction motion perception false positive paradox subtraction +6 more

IEEE INFOCOM 2014 - IEEE Conference on Computer Communications 24 citations Published 2014-07-08
User Daily Activity Pattern Learning: A Multi-memory Modeling Approach (2014)

Shan Gao Ah-Hwee Tan

semantic memory episodic memory working memory encoding activities of daily living +7 more

Neural Networks (IJCNN), 2014 International Joint Conference on 12 citations Published 2014-07-06

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Biogeography-based particle swarm optimization with fuzzy elitism and its applications to constrained engineering problems (2014)

Supervised hashing for image retrieval via image representation learning (2014)

SOML: sparse online metric learning with application to image retrieval (2014)

SenticNet 3: a common and common-sense knowledge base for cognition-driven sentiment analysis (2014)

Manifold learning for jointly modeling topic and visualization (2014)

Leveraging decomposed trust in probabilistic matrix factorization for effective recommendation (2014)

Joint morphological generation and syntactic linearization (2014)

Influence maximization with novelty decay in social networks (2014)

Hybrid heterogeneous transfer learning through deep learning (2014)

GP-Localize: persistent mobile robot localization using online sparse Gaussian process observation model (2014)

Decentralized multi-agent reinforcement learning in average-reward dynamic DCOPs (2014)

DOA-Based Endoscopy Capsule Localization and Orientation Estimation via Unscented Kalman Filter (2014)

Recognizing human group action by layered model with multiple cues (2014)

Registration of multiple RGBD cameras via local rigid transformations (2014)

Emotion based image musicalization (2014)

Active key frame selection for 3D model reconstruction from crowdsourced geo-tagged videos (2014)

Depth Enhanced Saliency Detection Method (2014)

Optimizing LBP Structure For Visual Recognition Using Binary Quadratic Programming (2014)

Frogeye: Perception of the slightest tag motion (2014)

User Daily Activity Pattern Learning: A Multi-memory Modeling Approach (2014)