Publications - Machine Learning SG

Unsupervised Topic Hypergraph Hashing for Efficient Mobile Image Retrieval (2017)

Lei Zhu Jialie Shen Liang Xie Zhiyong Cheng

dynamic perfect hashing universal hashing image retrieval hash function non negative matrix factorization +7 more

IEEE Transactions on Systems, Man, and Cybernetics 78 citations Published 2017-11-01
Structural damage detection using transmissibility together with hierarchical clustering analysis and similarity measure (2017)

Yun-Lai Zhou Nuno M.M. Maia Rui P.C. Sampaio Magd Abdel Wahab Magd Abdel Wahab

transmissibility similarity measure hierarchical clustering cosine similarity pattern recognition +5 more

Structural Health Monitoring-an International Journal 62 citations Published 2017-11-01
STC: A Simple to Complex Framework for Weakly-Supervised Semantic Segmentation (2017)

Yunchao Wei Xiaodan Liang Yunpeng Chen Xiaohui Shen Ming-Ming Cheng Jiashi Feng Yao Zhao Shuicheng Yan

scale space segmentation segmentation based object categorization image segmentation segmentation object detection +7 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 343 citations Published 2017-11-01
Sprite tree: an efficient image-based representation for networked virtual environments (2017)

Minhui Zhu Géraldine Morin Vincent Charvillat Wei Tsang Ooi

object detection spanning tree fast marching method image based modeling and rendering tracing +7 more

The Visual Computer 11 citations Published 2017-11-01
Spatio-temporal autoencoder for feature learning in patient data with missing observations (2017)

Yao Jia Chongyu Zhou Mehul Motani

missing data autoencoder feature learning feature extraction deep learning +6 more

2017 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) 12 citations Published 2017-11-01
Sentiment Analysis Is a Big Suitcase (2017)

Erik Cambria Soujanya Poria Alexander Gelbukh Mike Thelwall

sentiment analysis natural language affective computing computational linguistics knowledge representation and reasoning +6 more

IEEE Intelligent Systems 197 citations Published 2017-11-01
Phonetic-Based Microtext Normalization for Twitter Sentiment Analysis (2017)

Ranjan Satapathy Claudia Guerreiro Iti Chaturvedi Erik Cambria

sentiment analysis normalization semantics plain english natural language processing +4 more

2017 IEEE International Conference on Data Mining Workshops (ICDMW) 25 citations Published 2017-11-01
Occupancy estimation from environmental parameters using wrapper and hybrid feature selection (2017)

Mustafa K. Masood Yeng Chai Soh Chaoyang Jiang

feature selection incremental search extreme learning machine brute force search ranking +7 more

Applied Soft Computing 14 citations Published 2017-11-01
Object-Level Motion Detection From Moving Cameras (2017)

Tao Chen Shijian Lu

match moving motion detection motion estimation motion field structure from motion +7 more

IEEE Transactions on Circuits and Systems for Video Technology 20 citations Published 2017-11-01
Novel expert system for glaucoma identification using non-parametric spatial envelope energy spectrum with fundus images (2017)

U. Raghavendra Sulatha V. Bhandary Anjan Gudigar U. Rajendra Acharya U. Rajendra Acharya U. Rajendra Acharya

optic disk support vector machine glaucoma feature selection classifier +6 more

Biocybernetics and Biomedical Engineering 22 citations Published 2017-11-01
Multi-level Multiple Attentions for Contextual Multimodal Sentiment Analysis (2017)

Soujanya Poria Erik Cambria Devamanyu Hazarika Navonil Mazumder Amir Zadeh Louis-Philippe Morency

sentiment analysis context model feature extraction visualization natural language processing +6 more

2017 IEEE International Conference on Data Mining (ICDM) 72 citations Published 2017-11-01
LG-CNN: From local parts to global discrimination for fine-grained recognition (2017)

Guo-Sen Xie Xu-Yao Zhang Wenhan Yang Mingliang Xu Shuicheng Yan Cheng-Lin Liu

minimum bounding box cognitive neuroscience of visual object recognition convolutional neural network salience segmentation +7 more

Pattern Recognition 37 citations Published 2017-11-01
Handwritten Chinese Text Recognition Using Separable Multi-Dimensional Recurrent Neural Network (2017)

Yi-Chao Wu Fei Yin Zhuo Chen Cheng-Lin Liu

handwriting recognition recurrent neural network feature extraction image segmentation hidden markov model +6 more

2017 14th IAPR International Conference on Document Analysis and Recognition (ICDAR) 24 citations Published 2017-11-01
Evaluating the Visualization of What a Deep Neural Network Has Learned (2017)

Wojciech Samek Alexander Binder Gregoire Montavon Sebastian Lapuschkin Klaus-Robert Muller

deep learning contextual image classification artificial neural network visualization pixel +6 more

IEEE Transactions on Neural Networks 474 citations Published 2017-11-01
Construction accident narrative classification: An evaluation of text mining techniques. (2017)

Yang Miang Goh C.U. Ubeynarayana

ranking svm tokenization support vector machine naive bayes classifier f1 score +7 more

Accident Analysis & Prevention 29 citations Published 2017-11-01
Comparison of deep learning architectures for H&E histopathology images (2017)

Jiamei Sun Alexander Binder

deep learning convolutional neural network artificial neural network image processing contextual image classification +6 more

2017 IEEE Conference on Big Data and Analytics (ICBDA) 11 citations Published 2017-11-01
Balanced Distribution Adaptation for Transfer Learning (2017)

Jindong Wang Yiqiang Chen Shuji Hao Wenjie Feng Zhiqi Shen

conditional probability distribution marginal distribution transfer of learning machine learning computer science +3 more

2017 IEEE International Conference on Data Mining (ICDM) 160 citations Published 2017-11-01
Application of deep convolutional neural network for automated detection of myocardial infarction using ECG signals (2017)

U. Rajendra Acharya U. Rajendra Acharya U. Rajendra Acharya Hamido Fujita Shu Lih Oh Yuki Hagiwara Jen Hong Tan Muhammad Adam

convolutional neural network deep learning feature extraction pattern recognition myocardial infarction +6 more

Information Sciences 380 citations Published 2017-11-01
Evading Classifiers by Morphing in the Dark (2017)

Hung Dang Yue Huang Ee-Chien Chang

malware adversary classifier machine learning data manipulation language +4 more

Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security 66 citations Published 2017-10-30
Bottom-Up Top-Down Cues for Weakly-Supervised Semantic Segmentation (2017)

Qibin Hou Daniela Massiceti Puneet Kumar Dokania Yunchao Wei Ming-Ming Cheng Philip H. S. Torr

expectation maximization algorithm initialization softmax function convolutional neural network segmentation +7 more

International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition 24 citations Published 2017-10-30

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Unsupervised Topic Hypergraph Hashing for Efficient Mobile Image Retrieval (2017)

Structural damage detection using transmissibility together with hierarchical clustering analysis and similarity measure (2017)

STC: A Simple to Complex Framework for Weakly-Supervised Semantic Segmentation (2017)

Sprite tree: an efficient image-based representation for networked virtual environments (2017)

Spatio-temporal autoencoder for feature learning in patient data with missing observations (2017)

Sentiment Analysis Is a Big Suitcase (2017)

Phonetic-Based Microtext Normalization for Twitter Sentiment Analysis (2017)

Occupancy estimation from environmental parameters using wrapper and hybrid feature selection (2017)

Object-Level Motion Detection From Moving Cameras (2017)

Novel expert system for glaucoma identification using non-parametric spatial envelope energy spectrum with fundus images (2017)

Multi-level Multiple Attentions for Contextual Multimodal Sentiment Analysis (2017)

LG-CNN: From local parts to global discrimination for fine-grained recognition (2017)

Handwritten Chinese Text Recognition Using Separable Multi-Dimensional Recurrent Neural Network (2017)

Evaluating the Visualization of What a Deep Neural Network Has Learned (2017)

Construction accident narrative classification: An evaluation of text mining techniques. (2017)

Comparison of deep learning architectures for H&E histopathology images (2017)

Balanced Distribution Adaptation for Transfer Learning (2017)

Application of deep convolutional neural network for automated detection of myocardial infarction using ECG signals (2017)

Evading Classifiers by Morphing in the Dark (2017)

Bottom-Up Top-Down Cues for Weakly-Supervised Semantic Segmentation (2017)