Publications - Machine Learning SG

Hydrologically Informed Machine Learning for Rainfall‐Runoff Modeling: A Genetic Programming‐Based Toolkit for Automatic Model Induction (2020)

Jayashree Chadalawada H. M. V. V. Herath Vladan Babovic

genetic programming computer science machine learning artificial intelligence rainfall runoff

Water Resources Research 1 citations Published 2020-04-01
Harnessing an Artificial Intelligence Platform to Dynamically Individualize Combination Therapy for Treating Colorectal Carcinoma in a Rat Model (2020)

Xianting Ding Vincent H. S. Chang Yulong Li Xin Li Hongquan Xu Chih‐Ming Ho Dean Ho Yun Yen Yun Yen

combination therapy regimen personalized medicine gemcitabine cisplatin +5 more

Advanced Therapeutics 1 citations Published 2020-04-01
Generative adversarial network for fault detection diagnosis of chillers (2020)

Ke Yan Adrian Chong Yuchang Mo

fault detection and isolation chiller hvac machine learning building management +5 more

Building and Environment 11 citations Published 2020-04-01
From Theory to Application: Real-Time Sparse SAR Imaging (2020)

Hui Bi Guoan Bi Bingchen Zhang Wen Hong Yirong Wu

synthetic aperture radar filter signal processing data processing computational complexity theory +6 more

IEEE Transactions on Geoscience and Remote Sensing 1 citations Published 2020-04-01
Effects of direct input–output connections on multilayer perceptron neural networks for time series prediction (2020)

Yaoli Wang Lipo Wang Qing Chang Chunxia Yang

feedforward neural network artificial neural network computational intelligence time series input output +6 more

soft computing 4 citations Published 2020-04-01
Editorial for special section on ICNC-FSKD 2017 (2020)

Lipo Wang

computational intelligence artificial intelligence computer science special section

soft computing Published 2020-04-01
Dual Adversarial Autoencoders for Clustering (2020)

Pengfei Ge Chuan-Xian Ren Dao-Qing Dai Jiashi Feng Shuicheng Yan

cluster analysis autoencoder mutual information exploratory data analysis likelihood function +6 more

IEEE Transactions on Neural Networks 8 citations Published 2020-04-01
Data-driven predictive maintenance planning framework for MEP components based on BIM and IoT using machine learning algorithms (2020)

Jack C.P. Cheng Weiwei Chen Keyu Chen Qian Wang

predictive maintenance preventive maintenance building information modeling condition monitoring application layer +7 more

Automation in Construction 18 citations Published 2020-04-01
Complete coverage path planning using reinforcement learning for Tetromino based cleaning and maintenance robot (2020)

Anirudh Krishna Lakshmanan Anirudh Krishna Lakshmanan Rajesh Elara Mohan Balakrishnan Ramalingam Anh Vu Le Prabahar Veerajagadeshwar Kamlesh Tiwari Muhammad Ilyas Muhammad Ilyas

reinforcement learning motion planning robot greedy algorithm ant colony optimization algorithms +6 more

Automation in Construction 9 citations Published 2020-04-01
Competitive and collaborative representation for classification (2020)

Hongmei Chi Haifeng Xia Lifang Zhang Chunjiang Zhang Xin Tang

classifier matrix norm neural coding coding regularization +6 more

Pattern Recognition Letters 9 citations Published 2020-04-01
BIM log mining: Learning and predicting design commands (2020)

Yue Pan Limao Zhang

test set deep learning building information modeling artificial neural network probabilistic logic +6 more

Automation in Construction 3 citations Published 2020-04-01
Artificial Sensory Memory. (2020)

Changjin Wan Pingqiang Cai Ming Wang Yan Qian Wei Huang Wei Huang Xiaodong Chen

neuromorphic engineering sensory memory hardware architecture sensory processing perception +6 more

Advanced Materials 24 citations Published 2020-04-01
Appearance-driven conversion of polygon soup building models with level of detail control for 3D geospatial applications (2020)

Kan Chen Henry Johan Marius Erdt

level of detail building model geospatial analysis visualization visual appearance +5 more

Advanced Engineering Informatics Published 2020-04-01
An energy-efficient deep convolutional neural networks coprocessor for multi-object detection (2020)

Yuancong Wu J. J. Wang Kun Qian Yanchen Liu Rui Guo S. G. Hu Qi Yu T. P. Chen Y. Liu Limei Rong

coprocessor deep learning convolutional neural network artificial neural network efficient energy use +6 more

Microelectronics Journal Published 2020-04-01
Agito ergo sum: Correlates of spatio-temporal motion characteristics during fMRI (2020)

Thomas A.W. Bolton Thomas A.W. Bolton Valeria Kebets Valeria Kebets Enrico Glerean Daniela Zöller Daniela Zöller Jingwei Li B.T. Thomas Yeo César Caballero-Gaudes Dimitri Van De Ville Dimitri Van De Ville

nuisance variable resting state fmri univariate covariate functional magnetic resonance imaging +6 more

NeuroImage 11 citations Published 2020-04-01
3D Deep Learning on Medical Images: A Review (2020)

Satya P. Singh Lipo Wang Sukrit Gupta Haveesh Goli Parasuraman Padmanabhan Balázs Gulyás

deep learning medical imaging convolutional neural network segmentation graphics +5 more

arXiv preprint arXiv:2004.00218 2 citations Published 2020-04-01
Vibrotactile Feedback for Vertical 2D Space Exploration (2020)

Lancelot Dupont Lancelot Dupont Christophe Jouffrais Simon T. Perrault Simon T. Perrault

space exploration computer vision everyday life computer science artificial intelligence +3 more

arXiv preprint arXiv:2003.13934 Published 2020-03-31
TransMoMo: Invariance-Driven Unsupervised Video Motion Retargeting (2020)

Zhuoqian Yang Wentao Zhu Wayne Wu Chen Qian Qiang Zhou Bolei Zhou Chen Change Loy

retargeting robustness paired data computer vision invariant +4 more

arXiv preprint arXiv:2003.14401 Published 2020-03-31
Multiscale Natural Scene Statistical Analysis for No-Reference Quality Evaluation of DIBR-Synthesized Views (2020)

Ke Gu Junfei Qiao Sanghoon Lee Hantao Liu Weisi Lin Patrick Le Callet

image quality rendering scene statistics feature extraction statistical model +6 more

IEEE Transactions on Broadcasting 9 citations Published 2020-03-31
Multi-task Learning for Recommendation over Heterogeneous Information Network (2020)

Hui Li Yanlin Wang Ziyu Lyu Jieming Shi

recommender system multi task learning semantics machine learning computer science +5 more

IEEE Transactions on Knowledge and Data Engineering 4 citations Published 2020-03-31

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Hydrologically Informed Machine Learning for Rainfall‐Runoff Modeling: A Genetic Programming‐Based Toolkit for Automatic Model Induction (2020)

Harnessing an Artificial Intelligence Platform to Dynamically Individualize Combination Therapy for Treating Colorectal Carcinoma in a Rat Model (2020)

Generative adversarial network for fault detection diagnosis of chillers (2020)

From Theory to Application: Real-Time Sparse SAR Imaging (2020)

Effects of direct input–output connections on multilayer perceptron neural networks for time series prediction (2020)

Editorial for special section on ICNC-FSKD 2017 (2020)

Dual Adversarial Autoencoders for Clustering (2020)

Data-driven predictive maintenance planning framework for MEP components based on BIM and IoT using machine learning algorithms (2020)

Complete coverage path planning using reinforcement learning for Tetromino based cleaning and maintenance robot (2020)

Competitive and collaborative representation for classification (2020)

BIM log mining: Learning and predicting design commands (2020)

Artificial Sensory Memory. (2020)

Appearance-driven conversion of polygon soup building models with level of detail control for 3D geospatial applications (2020)

An energy-efficient deep convolutional neural networks coprocessor for multi-object detection (2020)

Agito ergo sum: Correlates of spatio-temporal motion characteristics during fMRI (2020)

3D Deep Learning on Medical Images: A Review (2020)

Vibrotactile Feedback for Vertical 2D Space Exploration (2020)

TransMoMo: Invariance-Driven Unsupervised Video Motion Retargeting (2020)

Multiscale Natural Scene Statistical Analysis for No-Reference Quality Evaluation of DIBR-Synthesized Views (2020)

Multi-task Learning for Recommendation over Heterogeneous Information Network (2020)