Publications - Machine Learning SG

A sequential learning algorithm for a spiking neural classifier (2015)

S. Dora S. Suresh N. Sundararajan

spiking neural network random neural network time delay neural network biological neuron model types of artificial neural networks +7 more

Applied Soft Computing 11 citations Published 2015-11-01
A priori trust inference with context-aware stereotypical deep learning (2015)

Peng Zhou Xiaojing Gu Jie Zhang Minrui Fei

inference multi agent system deep learning robustness if and only if +5 more

Knowledge Based Systems 17 citations Published 2015-11-01
A new data-driven neural fuzzy system with collaborative fuzzy clustering mechanism (2015)

M. Prasad Y.Y. Lin C.T. Lin M.J. Er O.K. Prasad

fuzzy clustering neuro fuzzy fuzzy classification fuzzy set operations adaptive neuro fuzzy inference system +7 more

Neurocomputing 19 citations Published 2015-11-01
Scale-aware Fast R-CNN for Pedestrian Detection (2015)

Jianan Li Xiaodan Liang ShengMei Shen Tingfa Xu Jiashi Feng Shuicheng Yan

pedestrian detection machine learning data mining disjoint sets computer science +1 more

arXiv preprint arXiv:1510.08160 55 citations Published 2015-10-28
Adaptive estimation of hand movement trajectory in an EEG based brain-computer interface system. (2015)

Neethu Robinson Cuntai Guan A P Vinod

brain computer interface motor control trajectory kalman filter electroencephalography +6 more

Journal of Neural Engineering 21 citations Published 2015-10-26
GraRep: Learning Graph Representations with Global Structural Information (2015)

Shaosheng Cao Wei Lu Qiongkai Xu

cluster analysis visualization theoretical computer science social network vertex +6 more

Proceedings of the 24th ACM International on Conference on Information and Knowledge Management 892 citations Published 2015-10-17
GLUE: a Parameter-Tuning-Free Map Updating System (2015)

Hao Wu Chuanchuan Tu Weiwei Sun Baihua Zheng Hao Su Wei Wang

global positioning system data mining machine learning computer science glue +5 more

Proceedings of the 24th ACM International on Conference on Information and Knowledge Management 12 citations Published 2015-10-17
Systems Neuroengineering: Understanding and Interacting with the Brain (2015)

Bradley J. Edelman Nessa Johnson Abbas Sohrabpour Shanbao Tong Nitish V Thakor Nitish V Thakor Bin He

neural engineering neurotechnology brain computer interface brain activity and meditation neuroimaging +6 more

Engineering 15 citations Published 2015-10-16
Topic Hypergraph Hashing for Mobile Image Retrieval (2015)

Lei Zhu Jialie Shen Liang Xie

dynamic perfect hashing hash table feature hashing universal hashing hash function +7 more

Proceedings of the 23rd ACM international conference on Multimedia 25 citations Published 2015-10-13
Supervised Hashing with Pseudo Labels for Scalable Multimedia Retrieval (2015)

Jingkuan Song Lianli Gao Yan Yan Dongxiang Zhang Nicu Sebe

double hashing hash function dynamic perfect hashing hash table feature hashing +7 more

Proceedings of the 23rd ACM international conference on Multimedia 35 citations Published 2015-10-13
SkyStitch: A Cooperative Multi-UAV-based Real-time Video Surveillance System with Stitching (2015)

Xiangyun Meng Wei Wang Ben Leong

image stitching aerial video feature extraction real time computing aerial perspective +7 more

Proceedings of the 23rd ACM international conference on Multimedia 19 citations Published 2015-10-13
SINGA: Putting Deep Learning in the Hands of Multimedia Users (2015)

Wei Wang Gang Chen Anh Tien Tuan Dinh Jinyang Gao Beng Chin Ooi Kian-Lee Tan Sheng Wang

deep learning scalability usability programming paradigm multimedia +5 more

Proceedings of the 23rd ACM international conference on Multimedia 50 citations Published 2015-10-13
SINGA: A Distributed Deep Learning Platform (2015)

Beng Chin Ooi Kian-Lee Tan Sheng Wang Wei Wang Qingchao Cai Gang Chen Jinyang Gao Zhaojing Luo Anthony K.H. Tung Yuan Wang Zhongle Xie Meihui Zhang Kaiping Zheng

deep learning artificial neural network programming paradigm scalability asynchronous communication +5 more

Proceedings of the 23rd ACM international conference on Multimedia 101 citations Published 2015-10-13
Scalable Multimedia Retrieval by Deep Learning Hashing with Relative Similarity Learning (2015)

Lianli Gao Jingkuan Song Fuhao Zou Dongxiang Zhang Jie Shao

feature hashing hash function dynamic perfect hashing hash table universal hashing +8 more

Proceedings of the 23rd ACM international conference on Multimedia 38 citations Published 2015-10-13
Multi-modal & Multi-view & Interactive Benchmark Dataset for Human Action Recognition (2015)

Ning Xu Anan Liu Weizhi Nie Yongkang Wong Fuwu Li Yuting Su

machine learning data mining computer science modal action recognition +4 more

Proceedings of the 23rd ACM international conference on Multimedia 19 citations Published 2015-10-13
Multi-cue Augmented Face Clustering (2015)

Chengju Zhou Changqing Zhang Huazhu Fu Rui Wang Xiaochun Cao

cluster analysis fuzzy clustering face detection sparse approximation facial expression +7 more

Proceedings of the 23rd ACM international conference on Multimedia 12 citations Published 2015-10-13
Learning Features from Large-Scale, Noisy and Social Image-Tag Collection (2015)

Hanwang Zhang Xindi Shang Huanbo Luan Yang Yang Tat-Seng Chua

feature learning feature pairwise comparison machine learning computer science +6 more

Proceedings of the 23rd ACM international conference on Multimedia 12 citations Published 2015-10-13
Deep Face Beautification (2015)

Jianshu Li Chao Xiong Luoqi Liu Xiangbo Shu Shuicheng Yan

beautification beauty attractiveness computer vision computer science +2 more

Proceedings of the 23rd ACM international conference on Multimedia 18 citations Published 2015-10-13
Biologically Inspired Media Quality Modeling (2015)

Luming Zhang Meng Wang Liqiang Nie Richang Hong Yingjie Xia Roger Zimmermann

automatic summarization contextual image classification statistical model computer vision perception +6 more

Proceedings of the 23rd ACM international conference on Multimedia 15 citations Published 2015-10-13
Beyond Doctors: Future Health Prediction from Multimedia and Multimodal Observations (2015)

Liqiang Nie Luming Zhang Yi Yang Meng Wang Richang Hong Tat-Seng Chua

modalities discriminative model observational study disease machine learning +7 more

Proceedings of the 23rd ACM international conference on Multimedia 100 citations Published 2015-10-13

Previous Next

A sequential learning algorithm for a spiking neural classifier (2015)

A priori trust inference with context-aware stereotypical deep learning (2015)

A new data-driven neural fuzzy system with collaborative fuzzy clustering mechanism (2015)

Scale-aware Fast R-CNN for Pedestrian Detection (2015)

Adaptive estimation of hand movement trajectory in an EEG based brain-computer interface system. (2015)

GraRep: Learning Graph Representations with Global Structural Information (2015)

GLUE: a Parameter-Tuning-Free Map Updating System (2015)

Systems Neuroengineering: Understanding and Interacting with the Brain (2015)

Topic Hypergraph Hashing for Mobile Image Retrieval (2015)

Supervised Hashing with Pseudo Labels for Scalable Multimedia Retrieval (2015)

SkyStitch: A Cooperative Multi-UAV-based Real-time Video Surveillance System with Stitching (2015)

SINGA: Putting Deep Learning in the Hands of Multimedia Users (2015)

SINGA: A Distributed Deep Learning Platform (2015)

Scalable Multimedia Retrieval by Deep Learning Hashing with Relative Similarity Learning (2015)

Multi-modal & Multi-view & Interactive Benchmark Dataset for Human Action Recognition (2015)

Multi-cue Augmented Face Clustering (2015)

Learning Features from Large-Scale, Noisy and Social Image-Tag Collection (2015)

Deep Face Beautification (2015)

Biologically Inspired Media Quality Modeling (2015)

Beyond Doctors: Future Health Prediction from Multimedia and Multimodal Observations (2015)