Publications - Machine Learning SG

Chebyshev Functional Link Neural Network-based modeling and experimental verification for photovoltaic arrays (2012)

Lian Lian Jiang Douglas L. Maskell Jagdish C. Patra

multilayer perceptron artificial neural network chebyshev filter computational complexity theory approximation theory +7 more

The 2012 International Joint Conference on Neural Networks (IJCNN) 17 citations Published 2012-06-10
An evolutionary search paradigm that learns with past experiences (2012)

Liang Feng Yew-Soon Ong Ivor Wai-Hung Tsang Ah-Hwee Tan

memetic algorithm knowledge transfer optimization problem knowledge representation and reasoning evolutionary computation +6 more

2012 IEEE Congress on Evolutionary Computation 24 citations Published 2012-06-10
Alzheimer's disease detection using a Projection Based Learning Meta-cognitive RBF Network (2012)

G. Sateesh Babu S. Suresh B. S. Mahanand

radial basis function network decision boundary classifier independent component analysis feature extraction +7 more

The 2012 International Joint Conference on Neural Networks (IJCNN) 12 citations Published 2012-06-10
A review of inverse reinforcement learning theory and recent advances (2012)

Shao Zhifei Er Meng Joo

learning classifier system reinforcement learning unsupervised learning supervised learning multi agent system +6 more

2012 IEEE Congress on Evolutionary Computation 30 citations Published 2012-06-10
A projection based learning in Meta-cognitive Radial Basis Function Network for classification problems (2012)

G. Sateesh Babu R. Savitha S. Suresh

radial basis function network decision boundary classifier principles of learning machine learning +4 more

The 2012 International Joint Conference on Neural Networks (IJCNN) 16 citations Published 2012-06-10
A curious learning companion in Virtual Learning Environment (2012)

Q. Wu C. Miao Z. Shen

active learning experiential learning virtual learning environment curiosity fuzzy cognitive map +6 more

2012 IEEE International Conference on Fuzzy Systems 19 citations Published 2012-06-10
Application of intuitionistic fuzzy histon segmentation for the automated detection of optic disc in digital fundus images (2012)

Muthu Rama Krishnan M U Rajendra Acharya Chua Kuang Chua Lim Choo Min E Y K Ng Milind M. Mushrif Augustinus Laude

optic disc image segmentation fundus optic nerve segmentation +6 more

Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics 18 citations Published 2012-06-08
Content and Context Boosting for Mobile Landmark Recognition (2012)

Zhen Li Kim-Hui Yap

landmark mobile device boosting mobile telephony global positioning system +7 more

IEEE Signal Processing Letters 12 citations Published 2012-06-06
Predicting Consumer Behavior: Using Novel Mind-Reading Approaches (2012)

G. A. Calvert M. J. Brammer

consumer behaviour market research return on investment data science behavioural sciences +6 more

IEEE Pulse 59 citations Published 2012-06-04
Optimal manipulation of voting rules (2012)

Svetlana Obraztsova Edith Elkind

cardinal voting systems voting ranking closeness minimax +7 more

AAMAS '12 Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems - Volume 2 22 citations Published 2012-06-04
Decision-theoretic approach to maximizing observation of multiple targets in multi-camera surveillance (2012)

Prabhu Natarajan Trong Nghia Hoang Kian Hsiang Low Mohan Kankanhalli

scalability probabilistic logic stochastic optimization robot real time computing +6 more

AAMAS '12 Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems - Volume 1 36 citations Published 2012-06-04
Decentralized active robotic exploration and mapping for probabilistic field classification in environmental sensing (2012)

Kian Hsiang Low Jie Chen John M. Dolan Steve Chien David R. Thompson

probabilistic logic probabilistic classification entropy data mining adaptive sampling +6 more

AAMAS '12 Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems - Volume 1 64 citations Published 2012-06-04
A multiagent evolutionary framework based on trust for multiobjective optimization (2012)

Siwei Jiang Jie Zhang Yew Soon Ong

evolutionary programming evolutionary algorithm multi objective optimization optimization problem multi agent system +6 more

AAMAS '12 Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems - Volume 1 21 citations Published 2012-06-04
Robust extraction of lane markings using gradient angle histograms and directional signed edges (2012)

R. K. Satzoda S. Suchitra T. Srikanthan

hough transform edge detection object detection feature extraction histogram +7 more

2012 IEEE Intelligent Vehicles Symposium 12 citations Published 2012-06-03
Better Evaluation for Grammatical Error Correction (2012)

Daniel Dahlmeier Hwee Tou Ng

sentence natural language processing speech recognition annotation computer science +2 more

Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies 187 citations Published 2012-06-03
Identifying Linux bug fixing patches (2012)

Yuan Tian Julia Lawall David Lo

linux kernel software maintenance commit computer science machine learning +6 more

Proceedings of the 34th International Conference on Software Engineering 124 citations Published 2012-06-02
Active refinement of clone anomaly reports (2012)

Lucia David Lo Lingxiao Jiang Aditya Budi

software bug false positive paradox anomaly detection linux kernel usability +7 more

Proceedings of the 34th International Conference on Software Engineering 20 citations Published 2012-06-02
Thermography Based Breast Cancer Detection Using Texture Features and Support Vector Machine (2012)

U. Rajendra Acharya E. Y. Ng Jen-Hong Tan S. Vinitha Sree

mammography breast cancer cancer thermography support vector machine +7 more

Journal of Medical Systems 287 citations Published 2012-06-01
Symptomatic vs. Asymptomatic Plaque Classification in Carotid Ultrasound (2012)

Rajendra U. Acharya Oliver Faust A. P. Alvin S. Vinitha Sree Filippo Molinari Luca Saba Andrew Nicolaides Jasjit S. Suri

radial basis function kernel support vector machine polynomial kernel feature extraction adaboost +6 more

Journal of Medical Systems 105 citations Published 2012-06-01
SumCR: A new subtopic-based extractive approach for text summarization (2012)

Jian-Ping Mei Lihui Chen

sentence extraction sentence automatic summarization medoid cluster analysis +7 more

Knowledge and Information Systems 26 citations Published 2012-06-01

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Chebyshev Functional Link Neural Network-based modeling and experimental verification for photovoltaic arrays (2012)

An evolutionary search paradigm that learns with past experiences (2012)

Alzheimer's disease detection using a Projection Based Learning Meta-cognitive RBF Network (2012)

A review of inverse reinforcement learning theory and recent advances (2012)

A projection based learning in Meta-cognitive Radial Basis Function Network for classification problems (2012)

A curious learning companion in Virtual Learning Environment (2012)

Application of intuitionistic fuzzy histon segmentation for the automated detection of optic disc in digital fundus images (2012)

Content and Context Boosting for Mobile Landmark Recognition (2012)

Predicting Consumer Behavior: Using Novel Mind-Reading Approaches (2012)

Optimal manipulation of voting rules (2012)

Decision-theoretic approach to maximizing observation of multiple targets in multi-camera surveillance (2012)

Decentralized active robotic exploration and mapping for probabilistic field classification in environmental sensing (2012)

A multiagent evolutionary framework based on trust for multiobjective optimization (2012)

Robust extraction of lane markings using gradient angle histograms and directional signed edges (2012)

Better Evaluation for Grammatical Error Correction (2012)

Identifying Linux bug fixing patches (2012)

Active refinement of clone anomaly reports (2012)

Thermography Based Breast Cancer Detection Using Texture Features and Support Vector Machine (2012)

Symptomatic vs. Asymptomatic Plaque Classification in Carotid Ultrasound (2012)

SumCR: A new subtopic-based extractive approach for text summarization (2012)