Publications - Machine Learning SG

SpecTrans: Versatile Material Classification for Interaction with Textureless, Specular and Transparent Surfaces (2015)

Munehiko Sato Shigeo Yoshida Alex Olwal Boxin Shi Atsushi Hiyama Tomohiro Tanikawa Michitaka Hirose Ramesh Raskar

ubiquitous computing wearable computer specular reflection cognitive neuroscience of visual object recognition computer vision +6 more

Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems 13 citations Published 2015-04-18
Physical Loci: Leveraging Spatial, Object and Semantic Memory for Command Selection (2015)

Simon T. Perrault Eric Lecolinet Yoann Pascal Bourse Shengdong Zhao Yves Guiard

method of loci recall semantic memory memorization mnemonic +6 more

Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems 18 citations Published 2015-04-18
OmniVib: Towards Cross-body Spatiotemporal Vibrotactile Notifications for Mobile Phones (2015)

Jessalyn Alvina Shengdong Zhao Simon T. Perrault Maryam Azh Thijs Roumen Morten Fjeld

mobile device computer vision computer science artificial intelligence

Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems 24 citations Published 2015-04-18
Electromagnetic Positioning for Tip Tracking and Shape Sensing of Flexible Robots (2015)

Shuang Song Zheng Li Haoyong Yu Hongliang Ren

robot end effector robot reconstruction algorithm payload kinematics +6 more

IEEE Sensors Journal 64 citations Published 2015-04-17
Detection of motor imagery of brisk walking from electroencephalogram. (2015)

Huijuan Yang Cuntai Guan Chuan Chu Wang Kai Keng Ang

motor imagery premotor cortex supplementary motor area redundancy sensory cortex +7 more

Journal of Neuroscience Methods 12 citations Published 2015-04-15
The CLSA Model: A Novel Framework for Concept-Level Sentiment Analysis (2015)

Erik Cambria Soujanya Poria Federica Bisio Rajiv Bajpai Iti Chaturvedi

sentiment analysis parsing sarcasm computational linguistics natural language processing +7 more

International Conference on Intelligent Text Processing and Computational Linguistics 78 citations Published 2015-04-14
Modelling Public Sentiment in Twitter: Using Linguistic Patterns to Enhance Supervised Learning (2015)

Prerna Chikersal Soujanya Poria Erik Cambria Alexander F. Gelbukh Chng Eng Siong

sentiment analysis supervised learning decision boundary natural language processing machine learning +4 more

International Conference on Intelligent Text Processing and Computational Linguistics 93 citations Published 2015-04-14
High-Resolution Bistatic ISAR Image Formation for High-Speed and Complex-Motion Targets (2015)

Shunsheng Zhang Sibo Sun Wei Zhang Zhulin Zong Tat Soon Yeo

inverse synthetic aperture radar fractional fourier transform bistatic radar fourier transform radar imaging +6 more

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 29 citations Published 2015-04-13
Evaluating defect prediction approaches using a massive set of metrics: an empirical study (2015)

Xiao Xuan David Lo Xin Xia Yuan Tian

naive bayes classifier random forest bayesian network decision tree matthews correlation coefficient +7 more

Proceedings of the 30th Annual ACM Symposium on Applied Computing 11 citations Published 2015-04-13
Time-Optimal Path Parameterization for Redundantly Actuated Robots: A Numerical Integration Approach (2015)

Quang-Cuong Pham Olivier Stasse

humanoid robot robot control robotics robot control engineering +7 more

IEEE-ASME Transactions on Mechatronics 40 citations Published 2015-04-09
New Trends of Learning in Computational Intelligence [Guest Editorial] (2015)

Guang-Bin Huang Erik Cambria Kar-Ann Toh Bernard Widrow Zongben Xu

computational learning theory computational intelligence hyper heuristic big data artificial neural network +6 more

IEEE Computational Intelligence Magazine 53 citations Published 2015-04-09
Local Receptive Fields Based Extreme Learning Machine (2015)

Guang-Bin Huang Zuo Bai Liyanaarachchi Lekamalage Chamara Kasun Chi Man Vong

extreme learning machine feature learning artificial neural network deep learning feedforward neural network +6 more

IEEE Computational Intelligence Magazine 297 citations Published 2015-04-09
Matching-CNN Meets KNN: Quasi-Parametric Human Parsing (2015)

Si Liu Xiaodan Liang Luoqi Liu Xiaohui Shen Jianchao Yang Changsheng Xu Liang Lin Xiaochun Cao Shuicheng Yan

convolutional neural network smoothing parsing parametric statistics pattern recognition +5 more

arXiv preprint arXiv:1504.01220 25 citations Published 2015-04-06
From the static interactome to dynamic protein complexes: Three challenges. (2015)

Chern Han Yong Limsoon Wong

interactome cluster analysis protein protein interaction computational biology machine learning +3 more

Journal of Bioinformatics and Computational Biology 17 citations Published 2015-04-05
Real-Time and Temporal-Coherent Foreground Extraction With Commodity RGBD Camera (2015)

Mengyao Zhao Chi-Wing Fu Jianfei Cai Tat-Jen Cham

frame rate computer vision shadow spatial analysis cuda +6 more

IEEE Journal of Selected Topics in Signal Processing 11 citations Published 2015-04-01
pClass: An Effective Classifier for Streaming Examples (2015)

Mahardhika Pratama Sreenatha G. Anavatti Meng Joo Edwin David Lughofer

margin classifier quadratic classifier classifier fuzzy logic statistical hypothesis testing +7 more

IEEE Transactions on Fuzzy Systems 105 citations Published 2015-04-01
Normal Estimation of a Transparent Object Using a Video (2015)

Sai-Kit Yeung Tai-Pang Wu Chi-Keung Tang Tony F. Chan Stanley J. Osher

silhouette normal mapping image segmentation cut segmentation +7 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 13 citations Published 2015-04-01
Nonparametric Technique Based High-Speed Road Surface Detection (2015)

Meiqing Wu Siew-Kei Lam Thambipillai Srikanthan

road surface computational complexity theory benchmark nonparametric statistics algorithm +5 more

IEEE Transactions on Intelligent Transportation Systems 21 citations Published 2015-04-01
Methodological Issues in Scenario-Based Evaluation of Human–Robot Interaction (2015)

Qianli Xu Jamie Ng Odelia Tan Zhiyong Huang Benedict Tay Taezoon Park

human robot interaction social robot user experience design interactive video human computer interaction +6 more

International Journal of Social Robotics 12 citations Published 2015-04-01
Maximum F1-score discriminative training criterion for automatic mispronunciation detection (2015)

Hao Huang Haihua Xu Xianhui Wang Wushour Silamu

discriminative model word error rate feature vector f1 score markov model +7 more

IEEE Transactions on Audio, Speech, and Language Processing 26 citations Published 2015-04-01

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SpecTrans: Versatile Material Classification for Interaction with Textureless, Specular and Transparent Surfaces (2015)

Physical Loci: Leveraging Spatial, Object and Semantic Memory for Command Selection (2015)

OmniVib: Towards Cross-body Spatiotemporal Vibrotactile Notifications for Mobile Phones (2015)

Electromagnetic Positioning for Tip Tracking and Shape Sensing of Flexible Robots (2015)

Detection of motor imagery of brisk walking from electroencephalogram. (2015)

The CLSA Model: A Novel Framework for Concept-Level Sentiment Analysis (2015)

Modelling Public Sentiment in Twitter: Using Linguistic Patterns to Enhance Supervised Learning (2015)

High-Resolution Bistatic ISAR Image Formation for High-Speed and Complex-Motion Targets (2015)

Evaluating defect prediction approaches using a massive set of metrics: an empirical study (2015)

Time-Optimal Path Parameterization for Redundantly Actuated Robots: A Numerical Integration Approach (2015)

New Trends of Learning in Computational Intelligence [Guest Editorial] (2015)

Local Receptive Fields Based Extreme Learning Machine (2015)

Matching-CNN Meets KNN: Quasi-Parametric Human Parsing (2015)

From the static interactome to dynamic protein complexes: Three challenges. (2015)

Real-Time and Temporal-Coherent Foreground Extraction With Commodity RGBD Camera (2015)

pClass: An Effective Classifier for Streaming Examples (2015)

Normal Estimation of a Transparent Object Using a Video (2015)

Nonparametric Technique Based High-Speed Road Surface Detection (2015)

Methodological Issues in Scenario-Based Evaluation of Human–Robot Interaction (2015)

Maximum F1-score discriminative training criterion for automatic mispronunciation detection (2015)