Publications - Machine Learning SG

Data-Driven Adaptation in Memetic Algorithms (2019)

Abhishek Gupta Yew-Soon Ong

memetic algorithm local search memetics evolutionary algorithm data driven +5 more

1 citations Published 2019-01-01
Cortical graph neural network for AD and MCI diagnosis and transfer learning across populations (2019)

Chong-Yaw Wee Chaoqiang Liu Annie Lee Joann S Poh Hui Ji Anqi Qiu Alzheimers Disease Neuroimage Initiative

population cohort neuroimaging deep learning convolutional neural network +6 more

NeuroImage: Clinical 12 citations Published 2019-01-01
Constructing Site-Specific Multivariate Probability Distribution Model Using Bayesian Machine Learning (2019)

Jianye Ching Kok-Kwang Phoon

multivariate statistics probability distribution bayesian probability machine learning computer science +1 more

Journal of Engineering Mechanics-asce 16 citations Published 2019-01-01
Computational Prediction of Drug-Target Interactions via Ensemble Learning. (2019)

Ali Ezzat Min Wu Xiaoli Li Chee-Keong Kwoh

ensemble learning drug repositioning drug discovery machine learning computer science +2 more

Methods of Molecular Biology 12 citations Published 2019-01-01
Computational identification of vesicular transport proteins from sequences using deep gated recurrent units architecture. (2019)

Nguyen Quoc Khanh Le Nguyen Quoc Khanh Le Edward Kien Yee Yapp Nagarajan Nagasundaram Matthew Chin Heng Chua Hui-Yuan Yeh

protein function prediction vesicular transport protein vesicular transport proteins transport protein deep learning +6 more

Computational and structural biotechnology journal 14 citations Published 2019-01-01
Compositional De-Attention Networks (2019)

Yi Tay Anh Tuan Luu Aston Zhang Shuohang Wang Siu Cheung Hui

question answering sentiment analysis machine translation ranking natural language processing +6 more

Advances in Neural Information Processing Systems 1 citations Published 2019-01-01
Community Discovery in Heterogeneous Social Networks (2019)

Lei Meng Ah-Hwee Tan Donald C. Wunsch

cluster analysis social network permission weighting robustness +6 more

Published 2019-01-01
Combining Adaptive Hierarchical Depth Motion Maps With Skeletal Joints for Human Action Recognition (2019)

Runwei Ding Qinqin He Hong Liu Mengyuan Liu

feature extraction encode microsoft windows computer vision task analysis +6 more

IEEE Access 3 citations Published 2019-01-01
Colorimetry for LED lighting (2019)

Talha Erdem Hilmi Volkan Demir

colorimetry chromaticity led lamp computer vision computer science +2 more

Color Science and Photometry for Lighting with LEDs and Semiconductor Nanocrystals Published 2019-01-01
Canonical Memetic Algorithms (2019)

Abhishek Gupta Yew-Soon Ong

memetic algorithm evolutionary computation evolutionary algorithm artificial general intelligence randomness +3 more

1 citations Published 2019-01-01
Blind image quality assessment with hierarchy: Degradation from local structure to deep semantics (2019)

Jinjian Wu Jichen Zeng Weisheng Dong Guangming Shi Weisi Lin

human visual system model image quality image processing pattern recognition semantics +6 more

Journal of Visual Communication and Image Representation 9 citations Published 2019-01-01
Binary Constrained Deep Hashing Network for Image Retrieval Without Manual Annotation (2019)

Thanh-Toan Do Tuan Hoang Dang-Khoa Le Tan Trung Pham Huu Le Ngai-Man Cheung Ian Reid

image retrieval hash function deep learning binary code feature extraction +6 more

2019 IEEE Winter Conference on Applications of Computer Vision (WACV) 8 citations Published 2019-01-01
Automated Scoring of Chatbot Responses in Conversational Dialogue (2019)

Steven Kester Yuwono Biao Wu Luis Fernando D’Haro

chatbot artificial neural network support vector machine conversation machine learning +3 more

IWSDS 5 citations Published 2019-01-01
Automated diagnosis of celiac disease using DWT and nonlinear features with video capsule endoscopy images (2019)

Joel En Wei Koh Yuki Hagiwara Shu Lih Oh Jen Hong Tan Edward J. Ciaccio Peter H. Green Suzanne K. Lewis U. Rajendra Acharya U. Rajendra Acharya U. Rajendra Acharya

discrete wavelet transform cad particle swarm optimization pattern recognition disease +6 more

Future Generation Computer Systems 12 citations Published 2019-01-01
Artificial Intelligence Meets IS Researchers: Can it Replace Us? (2019)

Claudia Loebbecke Omar El Sawy Atreyi Kankanhalli M. Lynne Markus Dov Te'eni Stefan Wrobel

artificial intelligence computer science

ICIS Published 2019-01-01
An Iterative Co-Saliency Framework for RGBD Images (2019)

Runmin Cong Jianjun Lei Huazhu Fu Weisi Lin Qingming Huang Xiaochun Cao Chunping Hou

initialization salience salient computer vision computer science +5 more

IEEE Transactions on Systems, Man, and Cybernetics 53 citations Published 2019-01-01
An Encoding Scheme Capturing Generic Priors and Properties of Amino Acids Improves Protein Classification (2019)

Xinrui Zhou Rui Yin Jie Zheng Chee-Keong Kwoh

feature engineering computational model encoding pairwise comparison pattern recognition +6 more

IEEE Access Published 2019-01-01
Allocating Minimum Number of Leaders for Seeking Consensus over Directed Networks with Time-varying Nonlinear Multi-agents (2019)

Leitao Gao Guangshe Zhao Guoqi Li Yuming Liu Jiangshuai Huang Changyun Wen

minimum spanning tree consensus population complex network mathematical optimization +6 more

International Journal of Control Automation and Systems 1 citations Published 2019-01-01
Adversarial Signboard against Object Detector. (2019)

Yi Huang Adams Wai-Kin Kong Kwok-Yan Lam

adversarial system computer vision computer science artificial intelligence object detector

BMVC 2 citations Published 2019-01-01
Advanced Multimaterial Electronic and Optoelectronic Fibers and Textiles (2019)

Wei Yan Alexis Page Tung Nguyen-Dang Yunpeng Qu Federica Sordo Lei Wei Fabien Sorin

advanced manufacturing wearable technology robotics optoelectronics textile +2 more

Advanced Materials 82 citations Published 2019-01-01

Previous Next

Data-Driven Adaptation in Memetic Algorithms (2019)

Cortical graph neural network for AD and MCI diagnosis and transfer learning across populations (2019)

Constructing Site-Specific Multivariate Probability Distribution Model Using Bayesian Machine Learning (2019)

Computational Prediction of Drug-Target Interactions via Ensemble Learning. (2019)

Computational identification of vesicular transport proteins from sequences using deep gated recurrent units architecture. (2019)

Compositional De-Attention Networks (2019)

Community Discovery in Heterogeneous Social Networks (2019)

Combining Adaptive Hierarchical Depth Motion Maps With Skeletal Joints for Human Action Recognition (2019)

Colorimetry for LED lighting (2019)

Canonical Memetic Algorithms (2019)

Blind image quality assessment with hierarchy: Degradation from local structure to deep semantics (2019)

Binary Constrained Deep Hashing Network for Image Retrieval Without Manual Annotation (2019)

Automated Scoring of Chatbot Responses in Conversational Dialogue (2019)

Automated diagnosis of celiac disease using DWT and nonlinear features with video capsule endoscopy images (2019)

Artificial Intelligence Meets IS Researchers: Can it Replace Us? (2019)

An Iterative Co-Saliency Framework for RGBD Images (2019)

An Encoding Scheme Capturing Generic Priors and Properties of Amino Acids Improves Protein Classification (2019)

Allocating Minimum Number of Leaders for Seeking Consensus over Directed Networks with Time-varying Nonlinear Multi-agents (2019)

Adversarial Signboard against Object Detector. (2019)

Advanced Multimaterial Electronic and Optoelectronic Fibers and Textiles (2019)