Publications - Machine Learning SG

In search of influential event organizers in online social networks (2014)

Kaiyu Feng Gao Cong Sourav S. Bhowmick Shuai Ma

complex event processing social network social group empirical research social welfare +4 more

Proceedings of the 2014 ACM SIGMOD International Conference on Management of Data 61 citations Published 2014-06-18
Circular Arrays and Inertial Measurement Unit for DOA/TOA/TDOA-Based Endoscopy Capsule Localization: Performance and Complexity Investigation (2014)

Amir Raeisi Nafchi Shu Ting Goh Seyed A. Reza Zekavat

antenna array smart antenna angle of arrival extended kalman filter inertial measurement unit +7 more

IEEE Sensors Journal 26 citations Published 2014-06-17
Introduction to Type-2 Fuzzy Logic Control: Theory and Applications (2014)

Jerry Mendel Hani Hagras Woei-Wan Tan William W. Melek Hao Ying

fuzzy electronics fuzzy logic fuzzy control system literature survey artificial intelligence +3 more

195 citations Published 2014-06-16
Automated detection of wandering patterns in people with dementia (2014)

Nhu Khue Vuong Syin Chan Chiew Tong Lau

deterministic algorithm random forest naive bayes classifier support vector machine multilayer perceptron +6 more

Gerontechnology 18 citations Published 2014-06-14
SHREC'14 Track: Shape retrieval of non-rigid 3D human models (2014)

David Pickup Ralph Robert Martin Paul L. Rosin Xianfang Sun Z. Cheng Z. Lian M. Aono A. Ben Hamza A. Bronstein M. Bronstein S. Bu U. Castellani S. Cheng V. Garro A. Giachetti A. Godil J. Han. H. Johan L. Lai B. Li C. Li H. Li R. Litman X. Liu Z. Liu Y Lu A. Tatsuma J. Ye

computer graphics benchmarking computer vision machine learning computer science +4 more

Co-event of the 35rd Annual Conference of the European Association for Computer Graphics (Eurographics 2014). 89 citations Published 2014-06-12
Point of Interest Detection and Visual Distance Estimation for Sensor-Rich Video (2014)

Jia Hao Guanfeng Wang Beomjoo Seo Roger Zimmermann

visual sensor network video tracking point of interest computer vision computer graphics images +3 more

IEEE Transactions on Multimedia 11 citations Published 2014-06-12
Learning modular policies for robotics (2014)

Gerhard Neumann Christian Daniel Alexandros Paraschos Andras Gabor Kupcsik Jan Peters Jan Peters

robot learning modular design modularity architecture robot +5 more

Frontiers in Computational Neuroscience 14 citations Published 2014-06-11
Fast online learning algorithm for landmark recognition based on BoW framework (2014)

Jiuwen Cao Tao Chen Jiayuan Fan

online machine learning active learning extreme learning machine landmark feature extraction +6 more

2014 9th IEEE Conference on Industrial Electronics and Applications 53 citations Published 2014-06-09
A Linear Source Recovery Method for Underdetermined Mixtures of Uncorrelated AR-Model Signals Without Sparseness (2014)

Benxu Liu Vaninirappuputhenpurayil Gopalan Reju Andy W. H. Khong

blind signal separation underdetermined system kalman filter autoregressive model matrix +6 more

IEEE Transactions on Signal Processing 14 citations Published 2014-06-09
Touch Saliency: Characteristics and Prediction (2014)

Bingbing Ni Mengdi Xu Tam V. Nguyen Meng Wang Congyan Lang Zhongyang Huang Shuicheng Yan

salience display size zoom fixation computer vision +7 more

IEEE Transactions on Multimedia 12 citations Published 2014-06-05
Three-Dimensional Spatiotemporal Features for Fast Content-Based Retrieval of Focal Liver Lesions (2014)

Sharmili Roy Yanling Chi Jimin Liu Sudhakar K. Venkatesh Michael S. Brown

image retrieval feature extraction pattern recognition computation ranking +6 more

IEEE Transactions on Biomedical Engineering 24 citations Published 2014-06-05
Cross-language bug localization (2014)

Xin Xia David Lo Xingen Wang Chenyi Zhang Xinyu Wang

source code mean reciprocal rank identifier natural language processing software +4 more

Proceedings of the 22nd International Conference on Program Comprehension 20 citations Published 2014-06-02
Condensing class diagrams by analyzing design and network metrics using optimistic classification (2014)

Ferdian Thung David Lo Mohd Hafeez Osman Michel R. V. Chaudron

class diagram software system software design reverse engineering centrality +7 more

Proceedings of the 22nd International Conference on Program Comprehension 19 citations Published 2014-06-02
Towards Kurdish Information Retrieval (2014)

Kyumars Sheykh Esmaili Shahin Salavati Anwitaman Datta

natural language processing information retrieval computer science middle east normalization +2 more

ACM Transactions on Asian Language Information Processing 13 citations Published 2014-06-01
The CoNLL-2014 Shared Task on Grammatical Error Correction (2014)

Hwee Tou Ng Siew Mei Wu Ted Briscoe Christian Hadiwinoto Raymond Hendy Susanto Christopher Bryant

task analysis natural language processing recall artificial intelligence theoretical computer science +3 more

Proceedings of the Eighteenth Conference on Computational Natural Language Learning: Shared Task 416 citations Published 2014-06-01
Tagging The Web: Building A Robust Web Tagger with Neural Network (2014)

Ji Ma Yue Zhang Jingbo Zhu

artificial neural network parsing natural language processing machine learning syntax +3 more

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) 20 citations Published 2014-06-01
Saliency Detection for Stereoscopic Images (2014)

Yuming Fang Junle Wang Manish Narwaria Patrick Le Callet Weisi Lin

kadir brady saliency detector salience feature extraction human visual system model stereoscopy +6 more

IEEE Transactions on Image Processing 147 citations Published 2014-06-01
Regularity Preserved Superpixels and Supervoxels (2014)

Huazhu Fu Xiaochun Cao Dai Tang Yahong Han Dong Xu

electronic mail image segmentation regular constraint adjacency list segmentation +7 more

IEEE Transactions on Multimedia 31 citations Published 2014-06-01
Punctuation Processing for Projective Dependency Parsing (2014)

Ji Ma Yue Zhang Jingbo Zhu

top down parsing parser combinator bottom up parsing parsing top down parsing language +7 more

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) 13 citations Published 2014-06-01
New Method for Dynamic Signature Verification Using Hybrid Partitioning (2014)

Marcin Zalasiński Krzysztof Cpałka Meng Joo Er

fuzzy rule biometrics classifier concept drift pattern recognition +5 more

International Conference on Artificial Intelligence and Soft Computing 57 citations Published 2014-06-01

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In search of influential event organizers in online social networks (2014)

Circular Arrays and Inertial Measurement Unit for DOA/TOA/TDOA-Based Endoscopy Capsule Localization: Performance and Complexity Investigation (2014)

Introduction to Type-2 Fuzzy Logic Control: Theory and Applications (2014)

Automated detection of wandering patterns in people with dementia (2014)

SHREC'14 Track: Shape retrieval of non-rigid 3D human models (2014)

Point of Interest Detection and Visual Distance Estimation for Sensor-Rich Video (2014)

Learning modular policies for robotics (2014)

Fast online learning algorithm for landmark recognition based on BoW framework (2014)

A Linear Source Recovery Method for Underdetermined Mixtures of Uncorrelated AR-Model Signals Without Sparseness (2014)

Touch Saliency: Characteristics and Prediction (2014)

Three-Dimensional Spatiotemporal Features for Fast Content-Based Retrieval of Focal Liver Lesions (2014)

Cross-language bug localization (2014)

Condensing class diagrams by analyzing design and network metrics using optimistic classification (2014)

Towards Kurdish Information Retrieval (2014)

The CoNLL-2014 Shared Task on Grammatical Error Correction (2014)

Tagging The Web: Building A Robust Web Tagger with Neural Network (2014)

Saliency Detection for Stereoscopic Images (2014)

Regularity Preserved Superpixels and Supervoxels (2014)

Punctuation Processing for Projective Dependency Parsing (2014)

New Method for Dynamic Signature Verification Using Hybrid Partitioning (2014)