Publications - Machine Learning SG

Integrated phenology and climate in rice yields prediction using machine learning methods (2021)

Yahui Guo Yongshuo Fu Fanghua Hao Xuan Zhang Wenxiang Wu Xiuliang Jin Christopher Robin Bryant J. Senthilnath

phenology linear regression climate change oryza sativa growing season +5 more

Ecological Indicators 1 citations Published 2021-01-01
Hybrid Convolutional Neural Network Ensemble for Activity Recognition in Mobile Phones (2021)

Jyh-Huah Chan Hui-Juin Lim Ngoc-Son Hoang Jeong-Hoon Lim Khang Nguyen Binh P. Nguyen Chee-Kong Chui Matthew Chin-Heng Chua

deep learning convolutional neural network activity recognition mobile device machine learning +5 more

Published 2021-01-01
Homography-based measurement of bridge vibration using UAV and DIC method (2021)

Gongfa Chen Qiang Liang Wentao Zhong Xingjun Gao Fangsen Cui

homography digital image correlation computer vision fixed point normal mode +4 more

Measurement Published 2021-01-01
Eye Tracker Technology in Sports Sponsorship Research (2021)

Ho Keat Leng Philip Phua

eye tracking psychology computer vision artificial intelligence

Published 2021-01-01
Exploiting Morphological and Phonological Features to Improve Prosodic Phrasing for Mongolian Speech Synthesis (2021)

Rui Liu Berrak Sisman Feilong Bao Jichen Yang Guanglai Gao Haizhou Li

phrase speech corpus speech synthesis intelligibility sentence +6 more

IEEE Transactions on Audio, Speech, and Language Processing Published 2021-01-01
Ensemble of Convolutional Neural Networks for the Detection of Prostate Cancer in Multi-parametric MRI Scans (2021)

Quang H. Nguyen Mengnan Gong Tao Liu Ou Yang Youheng Binh P. Nguyen Matthew Chin Heng Chua

convolutional neural network ensemble learning prostate cancer prostate pattern recognition +6 more

Published 2021-01-01
Energy efficient ECG classification with spiking neural network (2021)

Zhanglu Yan Jun Zhou Weng-Fai Wong

spiking neural network heartbeat convolutional neural network artificial neural network wearable technology +6 more

Biomedical Signal Processing and Control Published 2021-01-01
EEG-Based Multiclass Workload Identification Using Feature Fusion and Selection (2021)

Zian Pei Hongtao Wang Anastasios Bezerianos Junhua Li

workload feature selection feature extraction pattern recognition task analysis +6 more

IEEE Transactions on Instrumentation and Measurement 1 citations Published 2021-01-01
Dual-Domain-Based Adversarial Defense With Conditional VAE and Bayesian Network (2021)

Jinlin Zhu Guohao Peng Danwei Wang

autoencoder bayesian network deep learning artificial intelligence computer science +5 more

IEEE Transactions on Industrial Informatics 1 citations Published 2021-01-01
Deep learning in glaucoma with optical coherence tomography: a review. (2021)

An Ran Ran Clement C. Tham Clement C. Tham Poemen C. Chan Poemen C. Chan Ching-Yu Cheng Ching-Yu Cheng Yih-Chung Tham Tyler Hyungtaek Rim Carol Y. Cheung

optical coherence tomography deep learning medical imaging glaucoma generalizability theory +6 more

Eye 3 citations Published 2021-01-01
Deep Learning Algorithms in Medical Image Processing for Cancer Diagnosis: Overview, Challenges and Future (2021)

S. N. Kumar A. Lenin Fred Parasuraman Padmanabhan Balazs Gulyas H. Ajay Kumar L. R. Jonisha Miriam

deep learning artificial neural network feature extraction image processing automation +6 more

Published 2021-01-01
Correction: Deep learning in glaucoma with optical coherence tomography: a review. (2021)

An Ran Ran Clement C Tham Clement C Tham Poemen P Chan Poemen P Chan Ching-Yu Cheng Ching-Yu Cheng Yih-Chung Tham Tyler Hyungtaek Rim Carol Y Cheung

optical coherence tomography glaucoma deep learning optometry medicine +1 more

Eye Published 2021-01-01
Coronary artery disease detection using artificial intelligence techniques: A survey of trends, geographical differences and diagnostic features 1991-2020. (2021)

Roohallah Alizadehsani Abbas Khosravi Mohamad Roshanzamir Moloud Abdar Nizal Sarrafzadegan Davood Shafie Fahime Khozeimeh Afshin Shoeibi Afshin Shoeibi Saeid Nahavandi Maryam Panahiazar Andrew Bishara Ramin E. Beygui Rishi Puri Samir Kapadia Ru-San Tan U Rajendra Acharya U Rajendra Acharya U Rajendra Acharya

cad pre and post test probability coronary artery disease triage physical examination +5 more

Computers in Biology and Medicine 1 citations Published 2021-01-01
Conversational transfer learning for emotion recognition (2021)

Devamanyu Hazarika Soujanya Poria Roger Zimmermann Rada Mihalcea

supervised learning transfer of learning conversation sentence natural language processing +6 more

Information Fusion 2 citations Published 2021-01-01
Clavicle bone segmentation from CT images using U-Net-based deep learning algorithm (2021)

Parita Sanghani Francis Wong Hongliang Ren

clavicle segmentation shape analysis radiography deep learning +6 more

Published 2021-01-01
Blur Removal Via Blurred-Noisy Image Pair (2021)

Chunzhi Gu Xuequan Lu Ying He Chao Zhang

image restoration deblurring real image shutter speed mixture model +6 more

IEEE Transactions on Image Processing Published 2021-01-01
Autonomous Floor and Staircase Cleaning Framework by Reconfigurable sTetro Robot with Perception Sensors (2021)

Anh Vu Le Anh Vu Le Phone Thiha Kyaw Rajesh Elara Mohan Sai Htet Moe Swe Ashiwin Rajendran Kamalesh Boopathi Nguyen Huu Khanh Nhan

robot trajectory computer vision convolutional neural network computer science +6 more

Journal of Intelligent and Robotic Systems Published 2021-01-01
Artificial intelligence in marketing: Topic modeling, scientometric analysis, and research agenda (2021)

Mekhail Mustak Joni Salminen Loïc Plé Jochen Wirtz

customer satisfaction loyalty business model brand management knowledge base topic model +6 more

Journal of Business Research Published 2021-01-01
An Overview of Voice Conversion and Its Challenges: From Statistical Modeling to Deep Learning (2021)

Berrak Sisman Junichi Yamagishi Simon King Haizhou Li

speech processing speech synthesis prosody deep learning speech recognition +6 more

IEEE Transactions on Audio, Speech, and Language Processing 1 citations Published 2021-01-01
An end-to-end breast tumour classification model using context-based patch modelling - A BiLSTM approach for image classification. (2021)

Suvidha Tripathi Satish Kumar Singh Hwee Kuan Lee

contextual image classification image resolution pixel convolutional neural network deep learning +6 more

Computerized Medical Imaging and Graphics Published 2021-01-01

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Integrated phenology and climate in rice yields prediction using machine learning methods (2021)

Hybrid Convolutional Neural Network Ensemble for Activity Recognition in Mobile Phones (2021)

Homography-based measurement of bridge vibration using UAV and DIC method (2021)

Eye Tracker Technology in Sports Sponsorship Research (2021)

Exploiting Morphological and Phonological Features to Improve Prosodic Phrasing for Mongolian Speech Synthesis (2021)

Ensemble of Convolutional Neural Networks for the Detection of Prostate Cancer in Multi-parametric MRI Scans (2021)

Energy efficient ECG classification with spiking neural network (2021)

EEG-Based Multiclass Workload Identification Using Feature Fusion and Selection (2021)

Dual-Domain-Based Adversarial Defense With Conditional VAE and Bayesian Network (2021)

Deep learning in glaucoma with optical coherence tomography: a review. (2021)

Deep Learning Algorithms in Medical Image Processing for Cancer Diagnosis: Overview, Challenges and Future (2021)

Correction: Deep learning in glaucoma with optical coherence tomography: a review. (2021)

Coronary artery disease detection using artificial intelligence techniques: A survey of trends, geographical differences and diagnostic features 1991-2020. (2021)

Conversational transfer learning for emotion recognition (2021)

Clavicle bone segmentation from CT images using U-Net-based deep learning algorithm (2021)

Blur Removal Via Blurred-Noisy Image Pair (2021)

Autonomous Floor and Staircase Cleaning Framework by Reconfigurable sTetro Robot with Perception Sensors (2021)

Artificial intelligence in marketing: Topic modeling, scientometric analysis, and research agenda (2021)

An Overview of Voice Conversion and Its Challenges: From Statistical Modeling to Deep Learning (2021)

An end-to-end breast tumour classification model using context-based patch modelling - A BiLSTM approach for image classification. (2021)