Publications - Machine Learning SG

Mapping with synthetic 2D LIDAR in 3D urban environment (2013)

Z. J. Chong B. Qin T. Bandyopadhyay M. H. Ang E. Frazzoli D. Rus

monte carlo method lidar heuristic computer vision computer science +6 more

2013 IEEE/RSJ International Conference on Intelligent Robots and Systems 18 citations Published 2013-11-01
Mapping from Frame-Driven to Frame-Free Event-Driven Vision Systems by Low-Rate Rate Coding and Coincidence Processing--Application to Feedforward ConvNets (2013)

J. A. Perez-Carrasco Bo Zhao C. Serrano B. Acha T. Serrano-Gotarredona Shouchun Chen B. Linares-Barranco

frame rate convolutional neural network pixel input output spiking neural network +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 197 citations Published 2013-11-01
Just Noticeable Difference Estimation for Images With Free-Energy Principle (2013)

Jinjian Wu Guangming Shi Weisi Lin Anmin Liu Fei Qi

just noticeable difference human visual system model image compression autoregressive model data compression +6 more

IEEE Transactions on Multimedia 93 citations Published 2013-11-01
Interest point detection using rank order LoG filter (2013)

Zhenwei Miao Xudong Jiang

bilateral filter nonlinear filter detector interest point detection linear filter +7 more

Pattern Recognition 32 citations Published 2013-11-01
How developers perform feature location tasks: a human‐centric and process‐oriented exploratory study (2013)

Jinshui Wang Xin Peng Zhenchang Xing Wenyun Zhao

software maintenance human computer interaction source code machine learning exploratory research +7 more

Journal of Software: Evolution and Process 20 citations Published 2013-11-01
General Subspace Learning With Corrupted Training Data Via Graph Embedding (2013)

Bing-Kun Bao Guangcan Liu Richang Hong Shuicheng Yan Changsheng Xu

subspace topology linear discriminant analysis data point graph embedding computational complexity theory +6 more

IEEE Transactions on Image Processing 25 citations Published 2013-11-01
Fusing inherent and external knowledge with nonlinear learning for cross-media retrieval (2013)

Hong Zhang Yun Liu Zhigang Ma

visual word image retrieval human computer information retrieval term discrimination cognitive models of information retrieval +7 more

Neurocomputing 22 citations Published 2013-11-01
Extreme Learning Machines [Trends & Controversies] (2013)

Erik Cambria Guang-Bin Huang Liyanaarachchi Lekamalage Chamara Kasun Hongming Zhou Chi Man Vong Jiarun Lin Jianping Yin Zhiping Cai Qiang Liu Kuan Li Victor C.M. Leung Liang Feng Yew-Soon Ong Meng-Hiot Lim Anton Akusok Amaury Lendasse Francesco Corona Rui Nian Yoan Miche Paolo Gastaldo Rodolfo Zunino Sergio Decherchi Xuefeng Yang Kezhi Mao Beom-Seok Oh Jehyoung Jeon Kar-Ann Toh Andrew Beng Jin Teoh Jaihie Kim Hanchao Yu Yiqiang Chen Junfa Liu

data visualization gesture recognition adaptive learning visualization big data +5 more

IEEE Intelligent Systems 349 citations Published 2013-11-01
Curiosity: From psychology to computation (2013)

Qiong Wu Chunyan Miao

curiosity creativity cognitive science cognition psychology +4 more

ACM Computing Surveys 29 citations Published 2013-11-01
Contrast-Guided Image Interpolation (2013)

Zhe Wei Kai-Kuang Ma

nearest neighbor interpolation stairstep interpolation bilinear interpolation interpolation bicubic interpolation +7 more

IEEE Transactions on Image Processing 61 citations Published 2013-11-01
Common frequency pattern for music preference identification using frontal EEG (2013)

Yaozhang Pan Cuntai Guan Juanhong Yu Kai Keng Ang Ti Eu Chan

electroencephalography feature extraction frequency band support vector machine pattern recognition +7 more

2013 6th International IEEE/EMBS Conference on Neural Engineering (NER) 18 citations Published 2013-11-01
Automatic local exposure correction using bright channel prior for under-exposed images (2013)

Yinting Wang Shaojie Zhuo Dapeng Tao Jiajun Bu Na Li

noise reduction channel signal processing computer vision computer science +2 more

Signal Processing 27 citations Published 2013-11-01
A TWO-STAGE WIN–WIN MULTIATTRIBUTE NEGOTIATION MODEL: OPTIMIZATION AND THEN CONCESSION (2013)

Li Pan Xudong Luo Xiangxu Meng Chunyan Miao Minghua He Xingchen Guo

win win game multi objective optimization negotiation evolutionary computation artificial intelligence +4 more

computational intelligence 59 citations Published 2013-11-01
A tutorial review on process identification from step or relay feedback test (2013)

Tao Liu Qing-Guo Wang Hsiao-Ping Huang

system identification step response robustness relay process modeling +6 more

Journal of Process Control 156 citations Published 2013-11-01
A multimodal fNIRS and EEG-based BCI study on motor imagery and passive movement (2013)

Juanhong Yu Kai Keng Ang Cuntai Guan Chuanchu Wang

motor imagery brain computer interface electroencephalography idle haptic technology +5 more

2013 6th International IEEE/EMBS Conference on Neural Engineering (NER) 12 citations Published 2013-11-01
A Comprehensive UAV Indoor Navigation System Based on Vision Optical Flow and Laser FastSLAM (2013)

Fei Wang Jin-Qiang Cui Ben-Mei Chen Tong H Lee

navigation system inertial measurement unit optical flow computer vision fidelity +3 more

Acta Automatica Sinica 80 citations Published 2013-11-01
A Data-Driven Crowd Simulation Model Based on Clustering and Classification (2013)

Mingbi Zhao Stephen John Turner Wentong Cai

crowd simulation cluster analysis multi agent system artificial neural network data driven +7 more

Proceedings of the 2013 IEEE/ACM 17th International Symposium on Distributed Simulation and Real Time Applications on 19 citations Published 2013-10-30
TODMIS: mining communities from trajectories (2013)

Siyuan Liu Shuhui Wang Kasthuri Jayarajah Archan Misra Ramayya Krishnan

semantic similarity cluster analysis trajectory semantics data mining +7 more

Proceedings of the 22nd ACM international conference on Information & Knowledge Management 52 citations Published 2013-10-27
A partially supervised cross-collection topic model for cross-domain text classification (2013)

Yang Bao Nigel Collier Anindya Datta

linear classifier topic model feature vector classifier conditional probability distribution +6 more

Proceedings of the 22nd ACM international conference on Information & Knowledge Management 25 citations Published 2013-10-27
Marker-Based Surgical Instrument Tracking Using Dual Kinect Sensors (2013)

Hongliang Ren Wei Liu Andy Lim

tracking system surgical instrument computer assisted surgery computer vision electronics +6 more

IEEE Transactions on Automation Science and Engineering 54 citations Published 2013-10-25

Previous Next

Mapping with synthetic 2D LIDAR in 3D urban environment (2013)

Mapping from Frame-Driven to Frame-Free Event-Driven Vision Systems by Low-Rate Rate Coding and Coincidence Processing--Application to Feedforward ConvNets (2013)

Just Noticeable Difference Estimation for Images With Free-Energy Principle (2013)

Interest point detection using rank order LoG filter (2013)

How developers perform feature location tasks: a human‐centric and process‐oriented exploratory study (2013)

General Subspace Learning With Corrupted Training Data Via Graph Embedding (2013)

Fusing inherent and external knowledge with nonlinear learning for cross-media retrieval (2013)

Extreme Learning Machines [Trends & Controversies] (2013)

Curiosity: From psychology to computation (2013)

Contrast-Guided Image Interpolation (2013)

Common frequency pattern for music preference identification using frontal EEG (2013)

Automatic local exposure correction using bright channel prior for under-exposed images (2013)

A TWO-STAGE WIN–WIN MULTIATTRIBUTE NEGOTIATION MODEL: OPTIMIZATION AND THEN CONCESSION (2013)

A tutorial review on process identification from step or relay feedback test (2013)

A multimodal fNIRS and EEG-based BCI study on motor imagery and passive movement (2013)

A Comprehensive UAV Indoor Navigation System Based on Vision Optical Flow and Laser FastSLAM (2013)

A Data-Driven Crowd Simulation Model Based on Clustering and Classification (2013)

TODMIS: mining communities from trajectories (2013)

A partially supervised cross-collection topic model for cross-domain text classification (2013)

Marker-Based Surgical Instrument Tracking Using Dual Kinect Sensors (2013)