Publications - Machine Learning SG

Long-term high frequency features for synthetic speech detection (2020)

Jichen Yang Rohan Kumar Das

discrete cosine transform mel frequency cepstrum voice activity detection spectral density octave +6 more

Digital Signal Processing 3 citations Published 2020-02-01
Insulator Recognition and Fault Detection Using Deep Learning Approach (2020)

Eldad Antwi-Bekoe Eldad Antwi-Bekoe Qiugang Zhan Xiurui Xie Xiurui Xie Guisong Liu

electric power transmission fault detection and isolation deep learning convolutional neural network electric power +6 more

Journal of Physics: Conference Series Published 2020-02-01
Improving retinal vessel segmentation with joint local loss by matting (2020)

He Zhao Huiqi Li Li Cheng Li Cheng

thresholding segmentation pixel computer vision computer science +5 more

Pattern Recognition 3 citations Published 2020-02-01
Hallucinating Unaligned Face Images by Multiscale Transformative Discriminative Networks (2020)

Xin Yu Fatih Porikli Basura Fernando Richard Hartley

face hallucination hallucinating upsampling discriminative model artificial neural network +6 more

International Journal of Computer Vision 9 citations Published 2020-02-01
Gas turbine performance prediction via machine learning (2020)

Zuming Liu Iftekhar A. Karimi

turbine air compressor overall pressure ratio electricity generation performance prediction +6 more

Energy 11 citations Published 2020-02-01
From Context to Concept: Exploring Semantic Relationships in Music with Word2Vec (2020)

Ching-Hua Chuan Kat Agres Dorien Herremans Dorien Herremans

chord word2vec pitch class vector space model distributional semantics +6 more

Neural Computing and Applications 20 citations Published 2020-02-01
Ensembling crowdsourced seizure prediction algorithms using long-term human intracranial EEG. (2020)

Chip Reuben Philippa Karoly Dean R. Freestone Andriy Temko Alexandre Barachant Feng Li Gilberto Titericz Brian W. Lang Daniel Lavery Kelly Roman Derek Broadhead Gareth Jones Qingnan Tang Irina Ivanenko Oleg Panichev Timothée Proix Michal Náhlík Daniel B. Grunberg David B. Grayden Mark J. Cook Levin Kuhlmann Levin Kuhlmann

ensemble learning statistical hypothesis testing electroencephalography epilepsy machine learning +6 more

Epilepsia 4 citations Published 2020-02-01
Early Image Detection Using Event Based Vision (2020)

Alkhzami Alharami Yin Yang Dena Althani Chen Shoushun Amine Bermak

convolutional neural network mnist database pixel deep learning asynchronous communication +6 more

2020 IEEE International Conference on Informatics, IoT, and Enabling Technologies (ICIoT) Published 2020-02-01
Distinguishing Similar Design Pattern Instances through Temporal Behavior Analysis (2020)

Renhao Xiong David Lo Bixin Li

test case test script static analysis software design pattern design pattern +6 more

2020 IEEE 27th International Conference on Software Analysis, Evolution and Reengineering (SANER) Published 2020-02-01
Defect identification of wind turbine blades based on defect semantic features with transfer feature extractor (2020)

Yajie Yu Hui Cao Xingyu Yan Tao Wang Shuzhi Sam Ge

turbine blade convolutional neural network wind power classifier pattern recognition +4 more

Neurocomputing 4 citations Published 2020-02-01
Deep Dual-Channel Neural Network for Image-Based Smoke Detection (2020)

Ke Gu Zhifang Xia Junfei Qiao Weisi Lin

deep learning overfitting convolutional code subnetwork artificial neural network +6 more

IEEE Transactions on Multimedia 14 citations Published 2020-02-01
Cyber-Physiochemical Interfaces. (2020)

Ting Wang Ming Wang Le Yang Zhuyun Li Xian Jun Loh Xiaodong Chen

cyber physical system wearable technology system integration health technology human systems engineering +6 more

Advanced Materials 9 citations Published 2020-02-01
Clustering analysis using a novel locality-informed grey wolf-inspired clustering approach (2020)

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

cluster analysis tabu search premature convergence metaheuristic local optimum +6 more

Knowledge and Information Systems 22 citations Published 2020-02-01
Automatic classification of common building materials from 3D terrestrial laser scan data (2020)

Liang Yuan Jingjing Guo Qian Wang

laser scanning building material computer vision surface roughness construction management +6 more

Automation in Construction 3 citations Published 2020-02-01
Are the Code Snippets What We Are Searching for? A Benchmark and an Empirical Study on Code Search with Natural-Language Queries (2020)

Shuhan Yan Hang Yu Yuting Chen Beijun Shen Lingxiao Jiang

software development natural language scripting language word embedding information retrieval +6 more

2020 IEEE 27th International Conference on Software Analysis, Evolution and Reengineering (SANER) 8 citations Published 2020-02-01
An Optoneuronic Device with Realistic Retinal Expressions for Bioinspired Machine Vision (2020)

Dan Berco Diing Shenp Ang Hai Zhong Zhang

machine vision retinal expression computer vision computer science +1 more

Advanced Intelligent Systems 1 citations Published 2020-02-01
A novel learning cloud Bayesian network for risk measurement (2020)

Chen Chen Limao Zhang Robert Lee Kong Tiong

bayesian network fuzzy logic fuzzy set cloud computing risk analysis +6 more

Applied Soft Computing 4 citations Published 2020-02-01
A Malware Detection Method for Health Sensor Data Based on Machine Learning (2020)

Hanwen Liu Xiaohan Helu Chengjie Jin Hui Lu Zhihong Tian Xiaojiang Du Khalid Abualsaud

malware byte security token terabyte random forest +5 more

2020 IEEE International Conference on Informatics, IoT, and Enabling Technologies (ICIoT) Published 2020-02-01
A Generative Adversarial Learning-Based Approach for Cell Outage Detection in Self-Organizing Cellular Networks (2020)

Tao Zhang Kun Zhu Dusit Niyato

adaboost statistical classification network performance cellular network data modeling +6 more

IEEE Wireless Communications Letters 4 citations Published 2020-02-01
A Full Density Stereo Matching System Based on the Combination of CNNs and Slanted-Planes (2020)

Long Chen Lei Fan Jianda Chen Dongpu Cao Feiyue Wang

supervised learning overfitting convolutional neural network smoothing artificial neural network +7 more

IEEE Transactions on Systems, Man, and Cybernetics 9 citations Published 2020-02-01

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Long-term high frequency features for synthetic speech detection (2020)

Insulator Recognition and Fault Detection Using Deep Learning Approach (2020)

Improving retinal vessel segmentation with joint local loss by matting (2020)

Hallucinating Unaligned Face Images by Multiscale Transformative Discriminative Networks (2020)

Gas turbine performance prediction via machine learning (2020)

From Context to Concept: Exploring Semantic Relationships in Music with Word2Vec (2020)

Ensembling crowdsourced seizure prediction algorithms using long-term human intracranial EEG. (2020)

Early Image Detection Using Event Based Vision (2020)

Distinguishing Similar Design Pattern Instances through Temporal Behavior Analysis (2020)

Defect identification of wind turbine blades based on defect semantic features with transfer feature extractor (2020)

Deep Dual-Channel Neural Network for Image-Based Smoke Detection (2020)

Cyber-Physiochemical Interfaces. (2020)

Clustering analysis using a novel locality-informed grey wolf-inspired clustering approach (2020)

Automatic classification of common building materials from 3D terrestrial laser scan data (2020)

Are the Code Snippets What We Are Searching for? A Benchmark and an Empirical Study on Code Search with Natural-Language Queries (2020)

An Optoneuronic Device with Realistic Retinal Expressions for Bioinspired Machine Vision (2020)

A novel learning cloud Bayesian network for risk measurement (2020)

A Malware Detection Method for Health Sensor Data Based on Machine Learning (2020)

A Generative Adversarial Learning-Based Approach for Cell Outage Detection in Self-Organizing Cellular Networks (2020)

A Full Density Stereo Matching System Based on the Combination of CNNs and Slanted-Planes (2020)