Publications - Machine Learning SG

ShellNet: Efficient Point Cloud Convolutional Neural Networks using Concentric Shells Statistics (2019)

Zhiyuan Zhang Binh-Son Hua Sai-Kit Yeung

deep learning convolutional neural network point cloud artificial neural network convolution +6 more

arXiv preprint arXiv:1908.06295 1 citations Published 2019-08-17
Rotation Invariant Convolutions for 3D Point Clouds Deep Learning (2019)

Zhiyuan Zhang Binh-Son Hua David W. Rosen Sai-Kit Yeung

convolution point cloud invariant operator artificial neural network +6 more

arXiv preprint arXiv:1908.06297 3 citations Published 2019-08-17
Neural Network-based Detection of Self-Admitted Technical Debt: From Performance to Explainability (2019)

Xiaoxue Ren Zhenchang Xing Xin Xia David Lo Xinyu Wang John Grundy

technical debt source code software development convolutional neural network machine learning +6 more

ACM Transactions on Software Engineering and Methodology 19 citations Published 2019-08-17
Performance enhancement of the machine-fault diagnosis system using feature mapping, normalisation and decision fusion (2019)

K.T. Sreekumar Kuruvachan K. George C. Santhosh Kumar K.I. Ramachandran

fault model feature selection support vector machine weighting entropy +6 more

Iet Science Measurement & Technology 4 citations Published 2019-08-16
Development and Validation of a Deep Learning System for Detection of Active Pulmonary Tuberculosis on Chest Radiographs: Clinical and Technical Considerations. (2019)

Daniel Shu Wei Ting Tien-En Tan C C Tchoyoson Lim

radiology radiography medicine deep learning artificial intelligence +1 more

Clinical Infectious Diseases 3 citations Published 2019-08-16
Cascaded Parallel Filtering for Memory-Efficient Image-Based Localization (2019)

Wentao Cheng Weisi Lin Kan Chen Xinfeng Zhang

pose filter computer vision control reconfiguration focal length +6 more

arXiv preprint arXiv:1908.06141 Published 2019-08-16
Resolving challenges in deep learning-based analyses of histopathological images using explanation methods (2019)

Miriam Hägele Philipp Seegerer Sebastian Lapuschkin Michael Bockmayr Michael Bockmayr Wojciech Samek Frederick Klauschen Klaus-Robert Müller Klaus-Robert Müller Klaus-Robert Müller Alexander Binder

digital pathology binary classification deep learning receiver operating characteristic machine learning +5 more

arXiv preprint arXiv:1908.06943 3 citations Published 2019-08-15
PS^2-Net: A Locally and Globally Aware Network for Point-Based Semantic Segmentation. (2019)

Na Zhao Tat-Seng Chua Gim Hee Lee

permutation segmentation deep learning encoder invariant +6 more

arXiv preprint arXiv:1908.05425 Published 2019-08-15
Neural-signal electroencephalogram (EEG) methods to improve human-building interaction under different indoor air quality (2019)

Xin Shan En Hua Yang Jin Zhou Victor W.C. Chang

linear discriminant analysis electroencephalography support vector machine pattern recognition indoor air quality +6 more

Energy and Buildings 3 citations Published 2019-08-15
Variational Fusion for Multimodal Sentiment Analysis. (2019)

Navonil Majumder Soujanya Poria Gangeshwar Krishnamurthy Niyati Chhaya Rada Mihalcea Alexander F. Gelbukh

autoencoder sentiment analysis question answering fidelity machine learning +6 more

arXiv: Learning Published 2019-08-13
Investigating Lexical and Semantic Cognition by Using Neural Network to Encode and Decode Brain Imaging (2019)

Lu Cao Yue Zhang

deep learning cognitive model artificial neural network functional magnetic resonance imaging cognition +6 more

International Workshop on Human Brain and Artificial Intelligence Published 2019-08-12
DeepStellar: model-based quantitative analysis of stateful deep learning systems (2019)

Xiaoning Du Xiaofei Xie Yi Li Lei Ma Yang Liu Jianjun Zhao

recurrent neural network deep learning video processing random testing stateful firewall +6 more

Proceedings of the 2019 27th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering 59 citations Published 2019-08-12
Bayesian Inference for Latent Chain Graphs (2019)

Deng Lu Maria De Iorio Ajay Jasra Gary L. Rosner

inference bayesian inference statistical inference particle filter gaussian +6 more

arXiv preprint arXiv:1908.04002 Published 2019-08-12
Inconsistencies on TripAdvisor reviews: A unified index between users and Sentiment Analysis Methods (2019)

Ana Valdivia Emiliya Hrabova Iti Chaturvedi M. Victoria Luzón Luigi Troiano Erik Cambria Francisco Herrera

sentiment analysis natural language processing social network computer science artificial intelligence +1 more

Neurocomputing 16 citations Published 2019-08-11
Recent Advances in Deep Learning for Object Detection (2019)

Xiongwei Wu Doyen Sahoo Steven C.H. Hoi Steven C.H. Hoi

object detection deep learning feature learning convolutional neural network contextual image classification +6 more

arXiv preprint arXiv:1908.03673 2 citations Published 2019-08-10
Action Recognition Using Co-trained Deep Convolutional Neural Networks. (2019)

Le Zhang Jagannadan Varadarajan Yong Pei

convolutional neural network machine learning modalities computer science action recognition +3 more

IJCAI Published 2019-08-10
Clustering Neural Patterns in Kernel Reinforcement Learning Assists Fast Brain Control in Brain-Machine Interfaces (2019)

Xiang Zhang Camilo Libedinsky Rosa So Jose C. Principe Yiwen Wang

cluster analysis supervised learning reinforcement learning reproducing kernel hilbert space kernel +5 more

IEEE Transactions on Neural Systems and Rehabilitation Engineering 6 citations Published 2019-08-09
Automated Detection of Alzheimer's Disease Using Brain MRI Images- A Study with Various Feature Extraction Techniques. (2019)

U Rajendra Acharya U Rajendra Acharya U Rajendra Acharya Steven Lawrence Fernandes Joel En WeiKoh Edward J Ciaccio Mohd Kamil Mohd Fabell U John Tanik V Rajinikanth Chai Hong Yeong

feature extraction feature selection magnetic resonance imaging neuroimaging pattern recognition +6 more

Journal of Medical Systems 69 citations Published 2019-08-09
Language and Robotics: Complex Sentence Understanding (2019)

Seng-Beng Ho Zhaoxia Wang Zhaoxia Wang

natural language understanding natural language sentence predicate robotics +6 more

International Conference on Intelligent Robotics and Applications Published 2019-08-08
Driving Performance Assessment Based on Accurate Position Tracking (2019)

Shengli Song Rui Jiang Xieda Song Yuxuan Cao Zhidan Sun

vehicle tracking system beidou navigation satellite system grayscale binary image computer vision +6 more

Wireless Communications and Mobile Computing Published 2019-08-08

Previous Next

ShellNet: Efficient Point Cloud Convolutional Neural Networks using Concentric Shells Statistics (2019)

Rotation Invariant Convolutions for 3D Point Clouds Deep Learning (2019)

Neural Network-based Detection of Self-Admitted Technical Debt: From Performance to Explainability (2019)

Performance enhancement of the machine-fault diagnosis system using feature mapping, normalisation and decision fusion (2019)

Development and Validation of a Deep Learning System for Detection of Active Pulmonary Tuberculosis on Chest Radiographs: Clinical and Technical Considerations. (2019)

Cascaded Parallel Filtering for Memory-Efficient Image-Based Localization (2019)

Resolving challenges in deep learning-based analyses of histopathological images using explanation methods (2019)

PS^2-Net: A Locally and Globally Aware Network for Point-Based Semantic Segmentation. (2019)

Neural-signal electroencephalogram (EEG) methods to improve human-building interaction under different indoor air quality (2019)

Variational Fusion for Multimodal Sentiment Analysis. (2019)

Investigating Lexical and Semantic Cognition by Using Neural Network to Encode and Decode Brain Imaging (2019)

DeepStellar: model-based quantitative analysis of stateful deep learning systems (2019)

Bayesian Inference for Latent Chain Graphs (2019)

Inconsistencies on TripAdvisor reviews: A unified index between users and Sentiment Analysis Methods (2019)

Recent Advances in Deep Learning for Object Detection (2019)

Action Recognition Using Co-trained Deep Convolutional Neural Networks. (2019)

Clustering Neural Patterns in Kernel Reinforcement Learning Assists Fast Brain Control in Brain-Machine Interfaces (2019)

Automated Detection of Alzheimer's Disease Using Brain MRI Images- A Study with Various Feature Extraction Techniques. (2019)

Language and Robotics: Complex Sentence Understanding (2019)

Driving Performance Assessment Based on Accurate Position Tracking (2019)