Publications - Machine Learning SG

Apparatus, system, and method for annotation of media files with sensor data (2012)

Roger Zimmermann Seon Ho Kim Sakire Arslan Ay Beomjoo Seo Zhijie Shen Guanfeng Wang Jia Hao Ying Zhang

visual sensor network frame rate assisted gps compass sampling +7 more

80 citations Published 2012-02-21
fNIRS-based online deception decoding. (2012)

Xiao-Su Hu Keum-Shik Hong Shuzhi Sam Ge Shuzhi Sam Ge

deception neuroimaging support vector machine speech recognition artificial intelligence +2 more

Journal of Neural Engineering 129 citations Published 2012-02-16
The human brain in 1700 pieces: design and development of a three-dimensional, interactive and reference atlas. (2012)

W.L. Nowinski B.C. Chua G.Y. Qian N.G. Nowinska

brain atlas user interface rendering atlas scalability +6 more

Journal of Neuroscience Methods 30 citations Published 2012-02-15
Mining slang and urban opinion words and phrases from cQA services: an optimization approach (2012)

Hadi Amiri Tat-Seng Chua

slang lexicon sentiment analysis question answering natural language processing +6 more

Proceedings of the fifth ACM international conference on Web search and data mining 15 citations Published 2012-02-08
Interval Type-2 Fuzzy Logic Systems for Load Forecasting: A Comparative Study (2012)

A. Khosravi S. Nahavandi D. Creighton D. Srinivasan

fuzzy logic feedforward neural network artificial neural network prediction interval artificial intelligence +5 more

IEEE Transactions on Power Systems 160 citations Published 2012-02-06
Image enhancement using background brightness preserving histogram equalisation (2012)

T. L. Tan K. S. Sim Chih Ping. Tso

histogram matching adaptive histogram equalization image histogram histogram brightness +6 more

Electronics Letters 32 citations Published 2012-02-02
Voting based extreme learning machine (2012)

Jiuwen Cao Zhiping Lin Guang-Bin Huang Nan Liu

extreme learning machine multiclass classification active learning wake sleep algorithm computational learning theory +6 more

Information Sciences 314 citations Published 2012-02-01
Towards Scalable Summarization of Consumer Videos Via Sparse Dictionary Selection (2012)

Yang Cong Junsong Yuan Jiebo Luo

automatic summarization key frame electronic mail feature extraction scalability +7 more

IEEE Transactions on Multimedia 259 citations Published 2012-02-01
Speaker Clustering and Cluster Purification Methods for RT07 and RT09 Evaluation Meeting Data (2012)

Tin Lay Nwe Hanwu Sun Bin Ma Haizhou Li

speaker diarisation speaker recognition cluster analysis bayesian information criterion feature extraction +7 more

IEEE Transactions on Audio, Speech, and Language Processing 15 citations Published 2012-02-01
Sparse Ensemble Learning for Concept Detection (2012)

Sheng Tang Yan-Tao Zheng Yu Wang Tat-Seng Chua

ensemble learning sparse approximation neural coding ensemble forecasting non negative matrix factorization +7 more

IEEE Transactions on Multimedia 64 citations Published 2012-02-01
Segmentation and quantification of intra-ventricular/cerebral hemorrhage in CT scans by modified distance regularized level set evolution technique. (2012)

K. N. Bhanu Prakash Shi Zhou Tim C. Morgan Daniel F. Hanley Wieslaw L. Nowinski

segmentation data set level set computer vision cerebral ventriculography +6 more

computer assisted radiology and surgery 61 citations Published 2012-02-01
Location Discriminative Vocabulary Coding for Mobile Landmark Search (2012)

Rongrong Ji Ling-Yu Duan Jie Chen Hongxun Yao Junsong Yuan Yong Rui Wen Gao

landmark vocabulary discriminative model mobile device ranking +7 more

International Journal of Computer Vision 203 citations Published 2012-02-01
Interactive Video Indexing With Statistical Active Learning (2012)

Zheng-Jun Zha Meng Wang Yan-Tao Zheng Yi Yang Richang Hong Tat-Seng Chua

trecvid active learning search engine indexing interactive video machine learning +7 more

IEEE Transactions on Multimedia 145 citations Published 2012-02-01
Initialization Independent Clustering With Actively Self-Training Method (2012)

Feiping Nie Dong Xu Xuelong Li

cluster analysis correlation clustering constrained clustering fuzzy clustering data stream clustering +7 more

systems man and cybernetics 68 citations Published 2012-02-01
Hidden-Concept Driven Multilabel Image Annotation and Label Ranking (2012)

Bing-Kun Bao Teng Li Shuicheng Yan

automatic image annotation image segmentation contextual image classification ranking subspace topology +7 more

IEEE Transactions on Multimedia 23 citations Published 2012-02-01
Generalized Biased Discriminant Analysis for Content-Based Image Retrieval (2012)

Lining Zhang Lipo Wang Weisi Lin

content based image retrieval relevance feedback overfitting image retrieval k nearest neighbors algorithm +6 more

systems man and cybernetics 89 citations Published 2012-02-01
Framelet-Based Blind Motion Deblurring From a Single Image (2012)

Jian-Feng Cai Hui Ji Chaoqiang Liu Zuowei Shen

image restoration deblurring image processing real image motion blur +7 more

IEEE Transactions on Image Processing 226 citations Published 2012-02-01
Efficient Feedforward Categorization of Objects and Human Postures with Address-Event Image Sensors (2012)

Shoushun Chen P. Akselrod Bo Zhao J. A. Perez-Carrasco B. Linares-Barranco E. Culurciello

categorization feature extraction image segmentation line segment classifier +7 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 38 citations Published 2012-02-01
Customer grouping for better resources allocation using GA based clustering technique (2012)

G. T. S. Ho W. H. Ip C. K. M. Lee W. L. Mou

cluster analysis resource allocation k means clustering genetic algorithm data mining +7 more

Expert Systems With Applications 62 citations Published 2012-02-01
Bottom-Up Saliency Detection Model Based on Human Visual Sensitivity and Amplitude Spectrum (2012)

Yuming Fang Weisi Lin Bu-Sung Lee Chiew-Tong Lau Zhenzhong Chen Chia-Wen Lin

kadir brady saliency detector human visual system model salience signal processing seam carving +6 more

IEEE Transactions on Multimedia 159 citations Published 2012-02-01

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Apparatus, system, and method for annotation of media files with sensor data (2012)

fNIRS-based online deception decoding. (2012)

The human brain in 1700 pieces: design and development of a three-dimensional, interactive and reference atlas. (2012)

Mining slang and urban opinion words and phrases from cQA services: an optimization approach (2012)

Interval Type-2 Fuzzy Logic Systems for Load Forecasting: A Comparative Study (2012)

Image enhancement using background brightness preserving histogram equalisation (2012)

Voting based extreme learning machine (2012)

Towards Scalable Summarization of Consumer Videos Via Sparse Dictionary Selection (2012)

Speaker Clustering and Cluster Purification Methods for RT07 and RT09 Evaluation Meeting Data (2012)

Sparse Ensemble Learning for Concept Detection (2012)

Segmentation and quantification of intra-ventricular/cerebral hemorrhage in CT scans by modified distance regularized level set evolution technique. (2012)

Location Discriminative Vocabulary Coding for Mobile Landmark Search (2012)

Interactive Video Indexing With Statistical Active Learning (2012)

Initialization Independent Clustering With Actively Self-Training Method (2012)

Hidden-Concept Driven Multilabel Image Annotation and Label Ranking (2012)

Generalized Biased Discriminant Analysis for Content-Based Image Retrieval (2012)

Framelet-Based Blind Motion Deblurring From a Single Image (2012)

Efficient Feedforward Categorization of Objects and Human Postures with Address-Event Image Sensors (2012)

Customer grouping for better resources allocation using GA based clustering technique (2012)

Bottom-Up Saliency Detection Model Based on Human Visual Sensitivity and Amplitude Spectrum (2012)