Publications - Machine Learning SG

Interactive POMDP Lite: Towards Practical Planning to Predict and Exploit Intentions for Interacting with Self-Interested Agents (2013)

Trong Nghia Hoang Kian Hsiang Low

intelligent agent partially observable markov decision process exploit rationality computer science +4 more

arXiv preprint arXiv:1304.5159 13 citations Published 2013-04-18
Dictionary Training for Sparse Representation as Generalization of K-Means Clustering (2013)

Sujit Kumar Sahoo Anamitra Makur

k svd sparse approximation cluster analysis k means clustering curse of dimensionality +5 more

IEEE Signal Processing Letters 92 citations Published 2013-04-18
Statistical analysis of convergence performance throughout the evolutionary search: A case study with SaDE-MMTS and Sa-EPSDE-MMTS (2013)

Joaquin Derrac Salvador Garcia Sheldon Hui Francisco Herrera Ponnuthurai N. Suganthan

metaheuristic evolutionary computation incremental heuristic search pairwise comparison statistical hypothesis testing +6 more

2013 IEEE Symposium on Differential Evolution (SDE) 14 citations Published 2013-04-16
Sentic blending: Scalable multimodal fusion for the continuous interpretation of semantics and sentics (2013)

Erik Cambria Newton Howard Jane Hsu Amir Hussain

semantics natural language sentiment analysis knowledge base natural language processing +6 more

2013 IEEE Symposium on Computational Intelligence for Human-like Intelligence (CIHLI) 51 citations Published 2013-04-16
Selection of a robust experimental design for the effective modeling of nonlinear systems using Genetic Programming (2013)

A. Garg K. Tai

genetic programming genetic algorithm test functions for optimization design of experiments preprocessor +7 more

2013 IEEE Symposium on Computational Intelligence and Data Mining (CIDM) 25 citations Published 2013-04-16
Robust gesture detection and recognition using dynamic time warping and multi-class probability estimates (2013)

Pramod Kumar Pisharady Martin Saerbeck

gesture recognition dynamic time warping image warping object detection gesture +7 more

2013 IEEE Symposium on Computational Intelligence for Multimedia, Signal and Vision Processing (CIMSIVP) 12 citations Published 2013-04-16
Phase-Modulated Optical System With Sparse Representation for Information Encoding and Authentication (2013)

Wen Chen Xudong Chen A. Stern B. Javidi

sparse approximation plaintext encryption sparse matrix cryptosystem +7 more

IEEE Photonics Journal 115 citations Published 2013-04-16
Migrating forager population in a multi-population Artificial Bee Colony algorithm with modified perturbation schemes (2013)

Subhodip Biswas Souvik Kundu Digbalay Bose Swagatam Das P. N. Suganthan B. K. Panigrahi

artificial bee colony algorithm swarm intelligence metaheuristic swarm behaviour particle swarm optimization +5 more

2013 IEEE Symposium on Swarm Intelligence (SIS) 18 citations Published 2013-04-16
Empirical analysis of model selection criteria for genetic programming in modeling of time series system (2013)

A. Garg S. Sriram K. Tai

genetic programming model selection gene expression programming genetic algorithm artificial neural network +6 more

2013 IEEE Conference on Computational Intelligence for Financial Engineering & Economics (CIFEr) 26 citations Published 2013-04-16
A Meta-cognitive Interval Type-2 fuzzy inference system classifier and its projection based learning algorithm (2013)

K. Subramanian R. Savitha S. Suresh

adaptive neuro fuzzy inference system fuzzy set type inference classifier knowledge representation and reasoning +7 more

2013 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS) 24 citations Published 2013-04-16
Crest: Cluster-based Representation Enrichment for Short Text Classification (2013)

Zichao Dai Aixin Sun Xu-Ying Liu

cluster analysis support vector machine hierarchical clustering classifier information retrieval +6 more

Pacific-Asia Conference on Knowledge Discovery and Data Mining 13 citations Published 2013-04-14
ROBOTICS IN NATURAL ORIFICE TRANSLUMINAL ENDOSCOPIC SURGERY (2013)

Yue Zhou Yue Zhou Hongliang Ren Max Q.-H. Meng Zion Tsz Ho Tse Haoyong Yu

laparoscopic surgery computer assisted surgery surgical planning general surgery robotics +7 more

Journal of Mechanics in Medicine and Biology 25 citations Published 2013-04-11
Learn to recognize pathological myopia in fundus images using bag-of-feature and sparse learning approach (2013)

Yanwu Xu Jiang Liu Zhuo Zhang Ngan Meng Tan Damon Wing Kee Wong Seang Mei Saw Tien Yin Wong

feature feature extraction contextual image classification fundus codebook +7 more

2013 IEEE 10th International Symposium on Biomedical Imaging 11 citations Published 2013-04-07
Cell selection in two-tier femtocell networks with open/closed access using evolutionary game (2013)

Ziqiang Feng Lingyang Song Zhu Han Dusit Niyato Xiaowu Zhao

interactive evolutionary computation evolutionary computation game theory evolutionary robotics femtocell +5 more

2013 IEEE Wireless Communications and Networking Conference (WCNC) 27 citations Published 2013-04-07
Automatic notch detection in retinal images (2013)

Mei Hui Tan Ying Sun Sim Heng Ong Jiang Liu Mani Baskaran Tin Aung Tien Yin Wong

optic cup notching image segmentation constant false alarm rate contextual image classification +6 more

2013 IEEE 10th International Symposium on Biomedical Imaging 13 citations Published 2013-04-07
Learning Prototype Hyperplanes for Face Verification in the Wild (2013)

Meina Kan Dong Xu Shiguang Shan Wen Li Xilin Chen

linear discriminant analysis support vector machine dimensionality reduction hyperplane cosine similarity +6 more

IEEE Transactions on Image Processing 29 citations Published 2013-04-04
Highly Undersampled Magnetic Resonance Image Reconstruction Using Two-Level Bregman Method With Dictionary Updating (2013)

Qiegen Liu Shanshan Wang Kun Yang Jianhua Luo Yuemin Zhu Dong Liang

bregman method iterative reconstruction sparse approximation iterative method augmented lagrangian method +7 more

IEEE Transactions on Medical Imaging 67 citations Published 2013-04-02
View-Based Discriminative Probabilistic Modeling for 3D Object Retrieval and Recognition (2013)

Meng Wang Yue Gao Ke Lu Yong Rui

object model divergence from randomness model 3d single object recognition discriminative model cognitive neuroscience of visual object recognition +7 more

IEEE Transactions on Image Processing 131 citations Published 2013-04-01
Shaping tissue with shape memory materials (2013)

Wei Min Huang C. L. Song Yong Qing Fu Chun Chang Wang Y. Zhao Hendra Purnawali Haibao Lu C. Tang Z. Ding J. L. Zhang

shape memory polymer shape memory alloy computer vision computer science artificial intelligence

Advanced Drug Delivery Reviews 177 citations Published 2013-04-01
Robust Document Image Binarization Technique for Degraded Document Images (2013)

Bolan Su Shijian Lu Chew Lim Tan

image gradient image segmentation image texture image processing image restoration +7 more

IEEE Transactions on Image Processing 308 citations Published 2013-04-01

Previous Next

Interactive POMDP Lite: Towards Practical Planning to Predict and Exploit Intentions for Interacting with Self-Interested Agents (2013)

Dictionary Training for Sparse Representation as Generalization of K-Means Clustering (2013)

Statistical analysis of convergence performance throughout the evolutionary search: A case study with SaDE-MMTS and Sa-EPSDE-MMTS (2013)

Sentic blending: Scalable multimodal fusion for the continuous interpretation of semantics and sentics (2013)

Selection of a robust experimental design for the effective modeling of nonlinear systems using Genetic Programming (2013)

Robust gesture detection and recognition using dynamic time warping and multi-class probability estimates (2013)

Phase-Modulated Optical System With Sparse Representation for Information Encoding and Authentication (2013)

Migrating forager population in a multi-population Artificial Bee Colony algorithm with modified perturbation schemes (2013)

Empirical analysis of model selection criteria for genetic programming in modeling of time series system (2013)

A Meta-cognitive Interval Type-2 fuzzy inference system classifier and its projection based learning algorithm (2013)

Crest: Cluster-based Representation Enrichment for Short Text Classification (2013)

ROBOTICS IN NATURAL ORIFICE TRANSLUMINAL ENDOSCOPIC SURGERY (2013)

Learn to recognize pathological myopia in fundus images using bag-of-feature and sparse learning approach (2013)

Cell selection in two-tier femtocell networks with open/closed access using evolutionary game (2013)

Automatic notch detection in retinal images (2013)

Learning Prototype Hyperplanes for Face Verification in the Wild (2013)

Highly Undersampled Magnetic Resonance Image Reconstruction Using Two-Level Bregman Method With Dictionary Updating (2013)

View-Based Discriminative Probabilistic Modeling for 3D Object Retrieval and Recognition (2013)

Shaping tissue with shape memory materials (2013)

Robust Document Image Binarization Technique for Degraded Document Images (2013)