Publications - Machine Learning SG

Group Cost-Sensitive BoostLR With Vector Form Decorrelated Filters for Pedestrian Detection (2020)

Chengju Zhou Meiqing Wu Siew-Kei Lam

pedestrian detection boosting computational complexity theory feature extraction discriminative model +6 more

IEEE Transactions on Intelligent Transportation Systems Published 2020-12-01
Flexible telemanipulation based handy robot teaching on tape masking with complex geometry (2020)

Qilong Yuan Ching-Yen Weng Francisco Suárez-Ruiz I-Ming Chen

robot automation computer vision operator search engine indexing +6 more

Robotics and Computer-integrated Manufacturing Published 2020-12-01
Efficient dynamic domain adaptation on deep CNN (2020)

Zeheng Yang Guisong Liu Xiurui Xie Xiurui Xie Qing Cai

transfer of learning artificial intelligence computer science computer communication networks deep cnn +5 more

Multimedia Tools and Applications Published 2020-12-01
Discovering and incorporating latent target-domains for domain adaptation (2020)

Haoliang Li Wen Li Shiqi Wang

multiple kernel learning feature vector deep learning activity recognition cognitive neuroscience of visual object recognition +6 more

Pattern Recognition Published 2020-12-01
Deep learning-enabled triboelectric smart socks for IoT-based gait analysis and VR applications (2020)

Zixuan Zhang Tianyiyi He Minglu Zhu Zhongda Sun Qiongfeng Shi Jianxiong Zhu Bowei Dong Mehmet Rasit Yuce Chengkuo Lee

socks gait analysis triboelectric effect deep learning human computer interaction +3 more

npj Flexible Electronics 2 citations Published 2020-12-01
Deep Learning-Based Edge Caching in Fog Radio Access Networks (2020)

Yanxiang Jiang Haojie Feng Fu-Chun Zheng Dusit Niyato Xiaohu You

popularity overfitting deep learning server wireless +6 more

IEEE Transactions on Wireless Communications Published 2020-12-01
CoRRN: Cooperative Reflection Removal Network (2020)

Renjie Wan Boxin Shi Haoliang Li Ling-Yu Duan Ah-Hwee Tan Alex C. Kot

deep learning feature extraction statistic pattern recognition prior probability +5 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 6 citations Published 2020-12-01
Convolutional neural network for resolution enhancement and noise reduction in acoustic resolution photoacoustic microscopy (2020)

Arunima Sharma Manojit Pramanik

image processing image quality numerical aperture noise reduction convolutional neural network +6 more

Biomedical Optics Express 1 citations Published 2020-12-01
Causal Effects of Landing Parameters on Runway Occupancy Time using Causal Machine Learning Models (2020)

Zhi Jun Lim Sim Kuan Goh Imen Dhief Sameer Alam

runway occupancy machine learning computer science artificial intelligence +1 more

2020 IEEE Symposium Series on Computational Intelligence (SSCI) Published 2020-12-01
AutoRSISC: Automatic design of neural architecture for remote sensing image scene classification (2020)

Weipeng Jing Quanlin Ren Jun Zhou Houbing Song

deep learning test set redundancy normalization question answering +5 more

Pattern Recognition Letters Published 2020-12-01
Attention-Driven Loss for Anomaly Detection in Video Surveillance (2020)

Joey Tianyi Zhou Le Zhang Zhiwen Fang Jiawei Du Xi Peng Yang Xiao

anomaly detection deep learning convolutional code computer vision computer science +5 more

IEEE Transactions on Circuits and Systems for Video Technology 4 citations Published 2020-12-01
Artificial Intelligence-Driven Circular Economy as a Key Enabler for Sustainable Energy Management (2020)

Rajan Jose Shrikant Krupasindhu Panigrahi Rashmi Anoop Patil Yudi Fernando Seeram Ramakrishna

energy consumption sustainable living efficient energy use circular economy extreme weather +4 more

Materials Circular Economy 2 citations Published 2020-12-01
Artificial intelligence innovation in education: A twenty-year data-driven historical analysis (2020)

Chong Guan Jian Mou Zhiying Jiang

learning analytics educational research instructional design dynamism paradigm shift +5 more

International Journal of Innovation Studies 1 citations Published 2020-12-01
Are Object Detection Assessment Criteria Ready for Maritime Computer Vision (2020)

Dilip K. Prasad Huixu Dong Deepu Rajan Chai Quek

object detection sight computer vision computer science artificial intelligence +1 more

IEEE Transactions on Intelligent Transportation Systems Published 2020-12-01
A voice activated bi-articular exosuit for upper limb assistance during lifting tasks (2020)

Yongtae G. Kim Kieran Little Bernardo Noronha Michele Xiloyannis Lorenzo Masia Dino Accoto

voice command device powered exoskeleton robotics underactuation robot +6 more

Robotics and Computer-integrated Manufacturing 1 citations Published 2020-12-01
A Crash Course in Automatic Grammatical Error Correction (2020)

Roman Grundkiewicz Christopher Bryant Mariano Felice

natural language natural language processing computer science crash artificial intelligence +2 more

Proceedings of the 28th International Conference on Computational Linguistics: Tutorial Abstracts Published 2020-12-01
A Co-Attentive Cross-Lingual Neural Model for Dialogue Breakdown Detection (2020)

Qian Lin Souvik Kundu Hwee Tou Ng

utterance language model conversation natural language processing computer science +2 more

Proceedings of the 28th International Conference on Computational Linguistics Published 2020-12-01
3D Probabilistic Site Characterization by Sparse Bayesian Learning (2020)

Jianye Ching Wen-Han Huang Kok-Kwang Phoon

bayesian inference probabilistic logic spatial variability machine learning computer science +1 more

Journal of Engineering Mechanics-asce Published 2020-12-01
Boosted hunting-based fruit fly optimization and advances in real-world problems (2020)

Yi Fan Pengjun Wang Ali Asghar Heidari Ali Asghar Heidari Mingjing Wang Xuehua Zhao Huiling Chen Chengye Li

random search machine learning computer science code computation +2 more

Expert Systems With Applications 5 citations Published 2020-11-30
Privacy preservation through facial de-identification with simultaneous emotion preservation (2020)

Ayush Agarwal Pratik Chattopadhyay Lipo Wang

facial expression de identification biometrics the internet obfuscation +6 more

Signal, Image and Video Processing Published 2020-11-27

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Group Cost-Sensitive BoostLR With Vector Form Decorrelated Filters for Pedestrian Detection (2020)

Flexible telemanipulation based handy robot teaching on tape masking with complex geometry (2020)

Efficient dynamic domain adaptation on deep CNN (2020)

Discovering and incorporating latent target-domains for domain adaptation (2020)

Deep learning-enabled triboelectric smart socks for IoT-based gait analysis and VR applications (2020)

Deep Learning-Based Edge Caching in Fog Radio Access Networks (2020)

CoRRN: Cooperative Reflection Removal Network (2020)

Convolutional neural network for resolution enhancement and noise reduction in acoustic resolution photoacoustic microscopy (2020)

Causal Effects of Landing Parameters on Runway Occupancy Time using Causal Machine Learning Models (2020)

AutoRSISC: Automatic design of neural architecture for remote sensing image scene classification (2020)

Attention-Driven Loss for Anomaly Detection in Video Surveillance (2020)

Artificial Intelligence-Driven Circular Economy as a Key Enabler for Sustainable Energy Management (2020)

Artificial intelligence innovation in education: A twenty-year data-driven historical analysis (2020)

Are Object Detection Assessment Criteria Ready for Maritime Computer Vision (2020)

A voice activated bi-articular exosuit for upper limb assistance during lifting tasks (2020)

A Crash Course in Automatic Grammatical Error Correction (2020)

A Co-Attentive Cross-Lingual Neural Model for Dialogue Breakdown Detection (2020)

3D Probabilistic Site Characterization by Sparse Bayesian Learning (2020)

Boosted hunting-based fruit fly optimization and advances in real-world problems (2020)

Privacy preservation through facial de-identification with simultaneous emotion preservation (2020)