Publications - Machine Learning SG

Machine Learning based Continuous Knowledge Engineering for Additive Manufacturing (2019)

Hyunwoong Ko Paul Witherell Ndeye Y. Ndiaye Yan Lu

knowledge based systems knowledge engineering knowledge base knowledge acquisition new product development +6 more

2019 IEEE 15th International Conference on Automation Science and Engineering (CASE) 2 citations Published 2019-08-01
Learning Outcomes and Their Relatedness in a Medical Curriculum. (2019)

Sneha Mondal Tejas I. Dhamecha Shantanu Godbole Smriti Pathak Red Mendoza K. Gayathri Wijayarathna Nabil Zary Swarnadeep Saha Malolan Chetlur

curriculum virtual patient relationship extraction hierarchy mathematics education +5 more

Proceedings of the Fourteenth Workshop on Innovative Use of NLP for Building Educational Applications 2 citations Published 2019-08-01
Learning multiple maps from conditional ordinal triplets (2019)

Duy Dung Le Hady Wirawan Lauw

ordinal number embedding pattern recognition computer science artificial intelligence

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence Published 2019-08-01
Learning Multi-Objective Rewards and User Utility Function in Contextual Bandits for Personalized Ranking. (2019)

Nirandika Wanigasekara Yuxuan Liang Siong Thye Goh Ye Liu Joseph Jay Williams David S. Rosenblum

ranking machine learning computer science artificial intelligence

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence Published 2019-08-01
Learning local feature representation from matching, clustering and spatial transform (2019)

Jianhan Mei Xudong Jiang Jianfei Cai

cluster analysis semi supervised learning scale invariant feature transform initialization pattern recognition +4 more

Journal of Visual Communication and Image Representation 1 citations Published 2019-08-01
Isolating the Effects of Modeling Recursive Structures: A Case Study in Pronunciation Prediction of Chinese Characters (2019)

Minh Nguyen Gia H. Ngo Nancy F. Chen

pronunciation chinese characters recursion natural language processing computer science +3 more

Proceedings of the 2019 Workshop on Widening NLP Published 2019-08-01
Identification of clathrin proteins by incorporating hyperparameter optimization in deep learning and PSSM profiles (2019)

Nguyen Quoc Khanh Le Tuan Tu Huynh Edward Kien Yee Yapp Hui Yuan Yeh

hyperparameter optimization deep learning artificial neural network clathrin convolutional neural network +6 more

Computer Methods and Programs in Biomedicine 22 citations Published 2019-08-01
Harris hawks optimization: Algorithm and applications (2019)

Ali Asghar Heidari Ali Asghar Heidari Seyedali Mirjalili Hossam Faris Ibrahim Aljarah Majdi M. Mafarja Huiling Chen

metaheuristic swarm intelligence source code artificial intelligence computer science +5 more

Future Generation Computer Systems 449 citations Published 2019-08-01
Dynamic Games in Federated Learning Training Service Market (2019)

Yuze Zou Shaohan Feng Jing Xu Shimin Gong Dusit Niyato Wenqing Cheng

sequential game pricing strategies differential game information privacy mobile device +6 more

2019 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PACRIM) Published 2019-08-01
DiffChaser: Detecting Disagreements for Deep Neural Networks. (2019)

Xiaofei Xie Lei Ma Haijun Wang Yuekang Li Yang Liu Yang Liu Xiaohong Li

computer science artificial intelligence deep neural networks

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence 33 citations Published 2019-08-01
Detecting adverse drug reactions in discharge summaries of electronic medical records using Readpeer (2019)

Yixuan Tang Jisong Yang Pei San Ang Sreemanee Raaj Dorajoo Belinda Foo Sally Soh Siew Har Tan Mun Yee Tham Qing Ye Qing Ye Lynette Shek Cynthia Sung Cynthia Sung Anthony K. H. Tung

pharmacovigilance adverse drug reaction precision and recall safety monitoring expert system +6 more

International Journal of Medical Informatics 3 citations Published 2019-08-01
DeepRec: An Open-source Toolkit for Deep Learning based Recommendation. (2019)

Shuai Zhang Yi Tay Lina Yao Bin Wu Aixin Sun

deep learning computer science world wide web artificial intelligence open source

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence 2 citations Published 2019-08-01
Deep Learning for Chest Radiology: A Review (2019)

Yeli Feng Hui Seong Teh Yiyu Cai

chest radiograph deep learning radiography convolutional neural network radiology +5 more

Current Radiology Reports 6 citations Published 2019-08-01
Data-Driven Attack Anomaly Detection in Public Transport Networks (2019)

Yin Rui Nicholas Heng Loong Wong Huaqun Guo Wang Ling Goh

ensemble learning anomaly detection unsupervised learning cluster analysis self organizing map +6 more

2019 IEEE VTS Asia Pacific Wireless Communications Symposium (APWCS) Published 2019-08-01
Cooperative Pruning in Cross-Domain Deep Neural Network Compression (2019)

Shangyu Chen Wenya Wang Sinno Jialin Pan

artificial neural network pruning pattern recognition computer science compression +1 more

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence 3 citations Published 2019-08-01
Characterization of fibromyalgia using sleep EEG signals with nonlinear dynamical features. (2019)

Jose Kunnel Paul Thomas Iype Dileep R Yuki Hagiwara Joel E. W. Koh U. Rajendra Acharya U. Rajendra Acharya U. Rajendra Acharya

sleep stages sample entropy electroencephalography fibromyalgia hurst exponent +6 more

Computers in Biology and Medicine 9 citations Published 2019-08-01
Bin-picking Robot using a Multi-gripper Switching Strategy based on Object Sparseness (2019)

Masahiro Fujita Yukiyasu Domae Ryosuke Kawanishi Gustavo Alfonso Garcia Ricardez Kenta Kato Koji Shiratsuchi Rintaro Haraguchi Ryosuke Araki Hironobu Fujiyoshi Shuichi Akizuki Manabu Hashimoto Albert Causo Akio Noda Haruhisa Okuda Tsukasa Ogasawara

grippers robot robotics task analysis data modeling +6 more

2019 IEEE 15th International Conference on Automation Science and Engineering (CASE) 1 citations Published 2019-08-01
ATSIS : achieving the ad hoc teamwork by sub-task inference and selection (2019)

Shuo Chen Ewa Andrejczuk Athirai Aravazhi Irissappane Jie Zhang

inference teamwork machine learning computer science artificial intelligence

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence Published 2019-08-01
Artificial intelligence-assisted light control and computational imaging through scattering media (2019)

Shengfu Cheng Shengfu Cheng Huanhao Li Yunqi Luo Yuanjin Zheng Puxiang Lai

adaptive optics wavefront light scattering scattering computational photography +6 more

Journal of Innovative Optical Health Sciences 11 citations Published 2019-08-01
Anticipating Where People will Look Using Adversarial Networks (2019)

Mengmi Zhang Keng Teck Ma Joo Hwee Lim Qi Zhao Jiashi Feng

gaze salience task analysis visualization discriminator +5 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 8 citations Published 2019-08-01

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Machine Learning based Continuous Knowledge Engineering for Additive Manufacturing (2019)

Learning Outcomes and Their Relatedness in a Medical Curriculum. (2019)

Learning multiple maps from conditional ordinal triplets (2019)

Learning Multi-Objective Rewards and User Utility Function in Contextual Bandits for Personalized Ranking. (2019)

Learning local feature representation from matching, clustering and spatial transform (2019)

Isolating the Effects of Modeling Recursive Structures: A Case Study in Pronunciation Prediction of Chinese Characters (2019)

Identification of clathrin proteins by incorporating hyperparameter optimization in deep learning and PSSM profiles (2019)

Harris hawks optimization: Algorithm and applications (2019)

Dynamic Games in Federated Learning Training Service Market (2019)

DiffChaser: Detecting Disagreements for Deep Neural Networks. (2019)

Detecting adverse drug reactions in discharge summaries of electronic medical records using Readpeer (2019)

DeepRec: An Open-source Toolkit for Deep Learning based Recommendation. (2019)

Deep Learning for Chest Radiology: A Review (2019)

Data-Driven Attack Anomaly Detection in Public Transport Networks (2019)

Cooperative Pruning in Cross-Domain Deep Neural Network Compression (2019)

Characterization of fibromyalgia using sleep EEG signals with nonlinear dynamical features. (2019)

Bin-picking Robot using a Multi-gripper Switching Strategy based on Object Sparseness (2019)

ATSIS : achieving the ad hoc teamwork by sub-task inference and selection (2019)

Artificial intelligence-assisted light control and computational imaging through scattering media (2019)

Anticipating Where People will Look Using Adversarial Networks (2019)