Publications - Machine Learning SG

Multimodal Hidden Markov Model-Based Approach for Tool Wear Monitoring (2014)

Omid Geramifard Jian-Xin Xu Jun-Hong Zhou Xiang Li

hidden markov model weighting condition monitoring machine learning tool wear +6 more

IEEE Transactions on Industrial Electronics 50 citations Published 2014-06-01
Multi-label collective classification via Markov chain based learning method (2014)

Qingyao Wu Michael K. Ng Yunming Ye Xutao Li Ruichao Shi Yan Li

markov chain ranking web page machine learning semantics +6 more

Knowledge Based Systems 15 citations Published 2014-06-01
Modeling dependent effect sizes with three-level meta-analyses: a structural equation modeling approach. (2014)

Mike W.-L. Cheung

structural equation modeling multivariate analysis meta analysis cultural group selection meta analysis as topic +6 more

Psychological Methods 333 citations Published 2014-06-01
Localization and velocity tracking of human via 3 IMU sensors (2014)

Qilong Yuan I-Ming Chen

kinematics acceleration inertial measurement unit right thigh wearable computer +6 more

Sensors and Actuators A-physical 28 citations Published 2014-06-01
Learning With Augmented Features for Supervised and Semi-Supervised Heterogeneous Domain Adaptation (2014)

Wen Li Lixin Duan Dong Xu Ivor W. Tsang

supervised learning multiple kernel learning support vector machine kernel classifier +7 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 321 citations Published 2014-06-01
Improved margin multi-class classification using dendritic neurons with morphological learning (2014)

Shaista Hussain Shih-Chii Liu Arindam Basu

learning rule mnist database multiclass classification neuromorphic engineering classifier +7 more

Circuits and Systems (ISCAS), 2014 IEEE International Symposium on 25 citations Published 2014-06-01
Character-Level Chinese Dependency Parsing (2014)

Meishan Zhang Yue Zhang Wanxiang Che Ting Liu

s attributed grammar bottom up parsing top down parsing parser combinator parsing +7 more

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) 71 citations Published 2014-06-01
Bi-Polynomial Modeling of Low-Frequency Reflectances (2014)

Boxin Shi Ping Tan Yasuyuki Matsushita Katsushi Ikeuchi

photometric stereo parametric statistics rendering inverse problem reflectometry +7 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 65 citations Published 2014-06-01
SEWordSim: software-specific word similarity database (2014)

Yuan Tian David Lo Julia Lawall

wordnet word lists by frequency lexical database natural language software +8 more

Companion Proceedings of the 36th International Conference on Software Engineering 25 citations Published 2014-05-31
Autonomous navigation of UAV in forest (2014)

Jin Qiang Cui Shupeng Lai Xiangxu Dong Peidong Liu Ben M. Chen Tong H. Lee

navigation system global positioning system inertial measurement unit kalman filter autopilot +6 more

Unmanned Aircraft Systems (ICUAS), 2014 International Conference on 13 citations Published 2014-05-27
Multi-modal feature fusion for action recognition in RGB-D sequences (2014)

Amir Shahroudy Gang Wang Tian-Tsong Ng

feature extraction feature rgb color model discriminative model pattern recognition +7 more

Communications, Control and Signal Processing (ISCCSP), 2014 6th International Symposium on 42 citations Published 2014-05-21
Robust (Semi) Nonnegative Graph Embedding (2014)

Hanwang Zhang Zheng-Jun Zha Yang Yang Shuicheng Yan Tat-Seng Chua

graph embedding adjacency matrix non negative matrix factorization matrix decomposition sparse matrix +7 more

IEEE Transactions on Image Processing 67 citations Published 2014-05-20
A Metacognitive Complex-Valued Interval Type-2 Fuzzy Inference System (2014)

Kartick Subramanian Ramasamy Savitha Sundaram Suresh

adaptive neuro fuzzy inference system fuzzy classification fuzzy number radial basis function neuro fuzzy +6 more

IEEE Transactions on Neural Networks 26 citations Published 2014-05-20
Learning from Crowds under Experts’ Supervision (2014)

Qingyang Hu Qinming He Hao Huang Kevin Chiew Zhenguang Liu

crowdsourcing supervised learning ground truth crowds machine learning +4 more

Pacific-Asia Conference on Knowledge Discovery and Data Mining 13 citations Published 2014-05-13
RFS Collaborative Multivehicle SLAM: SLAM in Dynamic High-Clutter Environments (2014)

Diluka Moratuwage Danwei Wang Akshay Rao Namal Senarathne Han Wang

simultaneous localization and mapping particle filter clutter video tracking landmark +6 more

IEEE Robotics & Automation Magazine 14 citations Published 2014-05-12
Exploiting Web Images for Semantic Video Indexing Via Robust Sample-Specific Loss (2014)

Yang Yang Zheng-Jun Zha Yue Gao Xiaofeng Zhu Tat-Seng Chua

video quality video tracking video post processing search engine indexing kernel +6 more

IEEE Transactions on Multimedia 135 citations Published 2014-05-09
Ensemble Positive Unlabeled Learning for Disease Gene Identification (2014)

Peng Yang Xiaoli Li Hon-Nian Chua Chee-Keong Kwoh See-Kiong Ng

ensemble learning semi supervised learning unsupervised learning support vector machine biological data +7 more

PLOS ONE 70 citations Published 2014-05-09
Subjectivity grouping: learning from users' rating behavior (2014)

Hui Fang Jie Zhang Nadia Magnenat Thalmann

recommender system cluster analysis human computer interaction subjectivity computer science +1 more

AAMAS '14 Proceedings of the 2014 international conference on Autonomous agents and multi-agent systems 13 citations Published 2014-05-05
Multi-robot active sensing of non-stationary gaussian process-based environmental phenomena (2014)

Ruofei Ouyang Kian Hsiang Low Jie Chen Patrick Jaillet

gaussian process time complexity spatial correlation adaptive sampling data mining +7 more

AAMAS '14 Proceedings of the 2014 international conference on Autonomous agents and multi-agent systems 79 citations Published 2014-05-05
Domain Adaptation for Sentiment Classification in Light of Multiple Sources (2014)

Fang Fang Kaushik Dutta Anindya Datta

sentiment analysis supervised learning machine learning business intelligence computer science +5 more

Informs Journal on Computing 13 citations Published 2014-05-05

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Multimodal Hidden Markov Model-Based Approach for Tool Wear Monitoring (2014)

Multi-label collective classification via Markov chain based learning method (2014)

Modeling dependent effect sizes with three-level meta-analyses: a structural equation modeling approach. (2014)

Localization and velocity tracking of human via 3 IMU sensors (2014)

Learning With Augmented Features for Supervised and Semi-Supervised Heterogeneous Domain Adaptation (2014)

Improved margin multi-class classification using dendritic neurons with morphological learning (2014)

Character-Level Chinese Dependency Parsing (2014)

Bi-Polynomial Modeling of Low-Frequency Reflectances (2014)

SEWordSim: software-specific word similarity database (2014)

Autonomous navigation of UAV in forest (2014)

Multi-modal feature fusion for action recognition in RGB-D sequences (2014)

Robust (Semi) Nonnegative Graph Embedding (2014)

A Metacognitive Complex-Valued Interval Type-2 Fuzzy Inference System (2014)

Learning from Crowds under Experts’ Supervision (2014)

RFS Collaborative Multivehicle SLAM: SLAM in Dynamic High-Clutter Environments (2014)

Exploiting Web Images for Semantic Video Indexing Via Robust Sample-Specific Loss (2014)

Ensemble Positive Unlabeled Learning for Disease Gene Identification (2014)

Subjectivity grouping: learning from users' rating behavior (2014)

Multi-robot active sensing of non-stationary gaussian process-based environmental phenomena (2014)

Domain Adaptation for Sentiment Classification in Light of Multiple Sources (2014)