Publications - Machine Learning SG

Characterisation, Design and Experimentation of a Fabric Based Wearable Joint Sensing Device (2020)

Jun Liang Lau Gim Song Soh

wearable computer robotics human computer interaction engineering artificial intelligence

ASME 2020 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference Published 2020-11-03
"Reading" cities with computer vision: a new multi-spatial scale urban fabric dataset and a novel convolutional neural network solution for urban fabric classification tasks. (2020)

Zhou Fang Jiaxin Qi Tianren Yang Li Wan Ying Jin

convolutional neural network machine learning computer science spatial ecology artificial intelligence

Proceedings of the 28th International Conference on Advances in Geographic Information Systems Published 2020-11-03
Transformer-based Arabic Dialect Identification (2020)

Wanqiu Lin Maulik Madhavi Rohan Kumar Das Haizhou Li

transformer convolutional neural network computational complexity theory pattern recognition upsampling +4 more

arXiv preprint arXiv:2011.00699 Published 2020-11-02
Machine Learning and Hardware security: Challenges and Opportunities -Invited Talk- (2020)

Francesco Regazzoni Shivam Bhasin Amir Ali Pour Ihab Alshaer Furkan Aydin Aydin Aysu Vincent Beroulle Giorgio Di Natale Paul Franzon David Hely Naofumi Homma Akira Ito Dirmanto Jap Priyank Kashyap Ilia Polian Seetal Potluri Rei Ueno Elena-Ioana Vatajelu Ville Yli-Mayry

hardware security module artificial neural network post quantum cryptography digital watermarking computer science +4 more

2020 IEEE/ACM International Conference On Computer Aided Design (ICCAD) Published 2020-11-02
Machine learning and hardware security: challenges and opportunities (2020)

Francesco Regazzoni Shivam Bhasin Amir Ali Pour Ihab Alshaer Furkan Aydin Aydin Aysu Vincent Beroulle Giorgio Di Natale Paul Franzon David Hely Naofumi Homma Akira Ito Dirmanto Jap Priyank Kashyap Ilia Polian Seetal Potluri Rei Ueno Elena-Ioana Vatajelu Ville Yli-Mäyry

hardware security module artificial neural network post quantum cryptography digital watermarking computer science +5 more

Proceedings of the 39th International Conference on Computer-Aided Design Published 2020-11-02
Identity-Invariant Facial Landmark Frontalization For Facial Expression Analysis (2020)

Vassilios Vonikakis Stefan Winkler

facial expression feature extraction normalization landmark pattern recognition +4 more

2020 IEEE International Conference on Image Processing (ICIP) Published 2020-11-02
Visual Security Evaluation of Perceptually Encrypted Images Based on Image Importance (2020)

Tao Xiang Ying Yang Hangcheng Liu Shangwei Guo

human visual system model feature extraction image quality image resolution encryption +6 more

IEEE Transactions on Circuits and Systems for Video Technology Published 2020-11-01
Vision-Based Measurement and Prediction of Object Trajectory for Robotic Manipulation in Dynamic and Uncertain Scenarios (2020)

Chongkun Xia Ching-Yen Weng Yunzhou Zhang I-Ming Chen

trajectory robustness artificial neural network visualization granularity +6 more

IEEE Transactions on Instrumentation and Measurement Published 2020-11-01
VC-GAN: Classifying Vessel Types by Maritime Trajectories using Generative Adversarial Networks (2020)

Dan Li Hang Liu See-Kiong Ng

generative grammar adversarial system artificial intelligence computer science

2020 IEEE 32nd International Conference on Tools with Artificial Intelligence (ICTAI) Published 2020-11-01
Unsupervised Cross-Lingual Adaptation of Dependency Parsers Using CRF Autoencoders. (2020)

Zhao Li Kewei Tu

parsing autoencoder discriminative model natural language processing generative grammar +4 more

Findings of the Association for Computational Linguistics: EMNLP 2020 1 citations Published 2020-11-01
Transport of intensity equation from a single intensity image via deep learning (2020)

Kaiqiang Wang Jianglei Di Ying Li Zhenbo Ren Qian Kemao Jianlin Zhao

reference beam boundary problem algorithm deep learning computer science +4 more

Optics and Lasers in Engineering 1 citations Published 2020-11-01
Tightly-coupled ultra-wideband-aided monocular visual SLAM with degenerate anchor configurations (2020)

Thien Hoang Nguyen Thien-Minh Nguyen Lihua Xie

odometry simultaneous localization and mapping bundle adjustment sensor fusion ranging +6 more

Autonomous Robots 2 citations Published 2020-11-01
SSIEA: a hybrid evolutionary algorithm for supporting conceptual architectural design (2020)

Likai Wang Patrick Janssen Guohua Ji

evolutionary algorithm conceptual design population cluster analysis rendering +6 more

Ai Edam Artificial Intelligence for Engineering Design, Analysis and Manufacturing 1 citations Published 2020-11-01
Semantic Face Hallucination: Super-Resolving Very Low-Resolution Face Images with Supplementary Attributes (2020)

Xin Yu Basura Fernando Richard Hartley Fatih Porikli

face hallucination upsampling autoencoder feature extraction discriminative model +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 7 citations Published 2020-11-01
Salient Object Detection by Spatiotemporal and Semantic Features in Real-Time Video Processing Systems (2020)

Yuming Fang Guanqun Ding Wenying Wen Feiniu Yuan Yong Yang Zhijun Fang Weisi Lin

object detection salience feature extraction semantics pattern recognition +6 more

IEEE Transactions on Industrial Electronics 4 citations Published 2020-11-01
Robust empirical wavelet fuzzy cognitive map for time series forecasting (2020)

Ruobin Gao Liang Du Kum Fai Yuen

fuzzy cognitive map time series wavelet support vector machine robustness +6 more

Engineering Applications of Artificial Intelligence Published 2020-11-01
Response Selection for Multi-Party Conversations with Dynamic Topic Tracking. (2020)

Weishi Wang Steven C. H. Hoi Shafiq R. Joty

conversation natural language processing encoding computer science artificial intelligence +1 more

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) 2 citations Published 2020-11-01
Probabilistic Decision Modeling in Social Networks (2020)

Tangqing Li Wynne Hsu Mong Li Lee Hai Leong Chieu

probabilistic logic decision model social network artificial intelligence computer science

2020 IEEE 32nd International Conference on Tools with Artificial Intelligence (ICTAI) Published 2020-11-01
Multifactorial Genetic Programming for Symbolic Regression Problems (2020)

Jinghui Zhong Liang Feng Wentong Cai Yew-Soon Ong

genetic programming evolutionary algorithm symbolic regression human multitasking gene expression programming +5 more

IEEE Transactions on Systems, Man, and Cybernetics 18 citations Published 2020-11-01
Multi-attribute group decision making method based on prospect theory under hesitant probabilistic fuzzy environment (2020)

Wei Liang Mark Goh Ying-Ming Wang

fuzzy number fuzzy set fuzzy logic probabilistic logic group decision making +5 more

Computers & Industrial Engineering Published 2020-11-01

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Characterisation, Design and Experimentation of a Fabric Based Wearable Joint Sensing Device (2020)

"Reading" cities with computer vision: a new multi-spatial scale urban fabric dataset and a novel convolutional neural network solution for urban fabric classification tasks. (2020)

Transformer-based Arabic Dialect Identification (2020)

Machine Learning and Hardware security: Challenges and Opportunities -Invited Talk- (2020)

Machine learning and hardware security: challenges and opportunities (2020)

Identity-Invariant Facial Landmark Frontalization For Facial Expression Analysis (2020)

Visual Security Evaluation of Perceptually Encrypted Images Based on Image Importance (2020)

Vision-Based Measurement and Prediction of Object Trajectory for Robotic Manipulation in Dynamic and Uncertain Scenarios (2020)

VC-GAN: Classifying Vessel Types by Maritime Trajectories using Generative Adversarial Networks (2020)

Unsupervised Cross-Lingual Adaptation of Dependency Parsers Using CRF Autoencoders. (2020)

Transport of intensity equation from a single intensity image via deep learning (2020)

Tightly-coupled ultra-wideband-aided monocular visual SLAM with degenerate anchor configurations (2020)

SSIEA: a hybrid evolutionary algorithm for supporting conceptual architectural design (2020)

Semantic Face Hallucination: Super-Resolving Very Low-Resolution Face Images with Supplementary Attributes (2020)

Salient Object Detection by Spatiotemporal and Semantic Features in Real-Time Video Processing Systems (2020)

Robust empirical wavelet fuzzy cognitive map for time series forecasting (2020)

Response Selection for Multi-Party Conversations with Dynamic Topic Tracking. (2020)

Probabilistic Decision Modeling in Social Networks (2020)

Multifactorial Genetic Programming for Symbolic Regression Problems (2020)

Multi-attribute group decision making method based on prospect theory under hesitant probabilistic fuzzy environment (2020)