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  • Motion Artefact Removal using Single Beat Classification of Photoplethysmographic Signals (2019)

    Li Longjie Saman S. Abeysekera
    statistical classification feature extraction support vector machine fundamental frequency harmonic analysis +6 more
    2019 IEEE International Symposium on Circuits and Systems (ISCAS) Published 2019-05-01
  • Medical Image Segmentation with Stochastic Aggregated Loss in a Unified U-Net (2019)

    Phi Xuan Nguyen Zhongkang Lu Weimin Huang Su Huang Akie Katsuki Zhiping Lin
    image segmentation sorensen dice coefficient dice segmentation ground truth +6 more
    2019 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI) 1 citations Published 2019-05-01
  • LTNN: A Layerwise Tensorized Compression of Multilayer Neural Network (2019)

    Hantao Huang Hao Yu
    data compression ratio deep learning artificial neural network mnist database benchmark +6 more
    IEEE Transactions on Neural Networks 12 citations Published 2019-05-01
  • Learning To Grasp Under Uncertainty Using POMDPs (2019)

    Neha P Garg David Hsu Wee Sun Lee
    partially observable markov decision process grasp robustness recurrent neural network robot +5 more
    2019 International Conference on Robotics and Automation (ICRA) 4 citations Published 2019-05-01
  • Lean production theory-based simulation of modular construction processes (2019)

    Matthew Goh Yang Miang Goh
    lean construction lean manufacturing total quality management prefabrication work in process +6 more
    Automation in Construction 12 citations Published 2019-05-01
  • Improved Decoding of EEG-Based Motor Imagery Using Convolutional Neural Network and Data Space Adaptation (2019)

    Shawn Chua Yang Tao Rosa Q. So
    decoding methods convolutional neural network motor imagery brain computer interface pattern recognition +6 more
    2019 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI) Published 2019-05-01
  • Governance of automated image analysis and artificial intelligence analytics in healthcare (2019)

    C.W.L. Ho D. Soon K. Caals J. Kapur
    applications of artificial intelligence analytics corporate governance workflow social contract +5 more
    Clinical Radiology 22 citations Published 2019-05-01
  • Global Template Projection and Matching Method for Training-Free Analysis of Delayered IC Images (2019)

    Deruo Cheng Yiqiong Shi Tong Lin Bah-Hwee Gwee Kar-Ann Toh
    pattern recognition impedance matching computer science artificial intelligence data labeling
    2019 IEEE International Symposium on Circuits and Systems (ISCAS) 2 citations Published 2019-05-01
  • Few-Shot and Many-Shot Fusion Learning in Mobile Visual Food Recognition (2019)

    Heng Zhao Kim-Hui Yap Alex C. Kot Lingyu Duan Ngai-Man Cheung
    feature extraction mobile device backbone network visualization knowledge engineering +6 more
    2019 IEEE International Symposium on Circuits and Systems (ISCAS) 1 citations Published 2019-05-01
  • Fast and Adaptive Failure Recovery using Machine Learning in Software Defined Networks (2019)

    Tram Truong-Huu Prarthana Prathap Purnima Murali Mohan Mohan Gurusamy
    backup network topology artificial neural network traffic engineering software defined networking +6 more
    2019 IEEE International Conference on Communications Workshops (ICC Workshops) Published 2019-05-01
  • Exploiting Web Images for Weakly Supervised Object Detection (2019)

    Qingyi Tao Hao Yang Jianfei Cai
    object detection minimum bounding box knowledge engineering convolutional neural network semantics +6 more
    IEEE Transactions on Multimedia 7 citations Published 2019-05-01
  • Ensemble Prediction of Synergistic Drug Combinations Incorporating Biological, Chemical, Pharmacological, and Network Knowledge (2019)

    Pingjian Ding Rui Yin Jiawei Luo Chee-Keong Kwoh
    ensemble forecasting feature vector transduction cross validation machine learning +6 more
    IEEE Journal of Biomedical and Health Informatics 8 citations Published 2019-05-01
  • Disentangled Variational Auto-Encoder for semi-supervised learning (2019)

    Yang Li Quan Pan Suhang Wang Haiyun Peng Tao Yang Erik Cambria
    semi supervised learning feature learning reinforcement learning encoder autoencoder +6 more
    Information Sciences 16 citations Published 2019-05-01
  • Deep learning based liver cancer detection using watershed transform and Gaussian mixture model techniques (2019)

    Amita Das U. Rajendra Acharya U. Rajendra Acharya U. Rajendra Acharya Soumya S. Panda Sukanta Sabut
    mixture model deep learning cancer artificial neural network classifier +6 more
    Cognitive Systems Research 26 citations Published 2019-05-01
  • Critically fast pick-and-place with suction cups (2019)

    Hung Pham Quang-Cuong Pham
    suction cup smt placement equipment robot robotics pipeline transport +6 more
    2019 International Conference on Robotics and Automation (ICRA) 3 citations Published 2019-05-01
  • Convolutional Three-Stream Network Fusion for Driver Fatigue Detection from Infrared Videos (2019)

    Xiaoxi Ma Lap-Pui Chau Kim-Hui Yap Guiju Ping
    network architecture feature extraction computer vision spatial analysis computer science +6 more
    2019 IEEE International Symposium on Circuits and Systems (ISCAS) Published 2019-05-01
  • Context-aware Deep Learning for Multi-modal Depression Detection (2019)

    Genevieve Lam Huang Dongyan Weisi Lin
    deep learning feature engineering artificial neural network transformer convolutional neural network +6 more
    ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 4 citations Published 2019-05-01
  • Cognitive-inspired domain adaptation of sentiment lexicons (2019)

    Frank Z. Xing Filippo Pallucchini Erik Cambria
    sentiment analysis lexicon interpretability classifier natural language processing +4 more
    Information Processing and Management 27 citations Published 2019-05-01
  • Classification of Non-Tumorous Facial Pigmentation Disorders using Deep Learning and SMOTE (2019)

    Ruihan Gao Jiawei Peng Long Nguyen Yunfeng Liang Steven Thng Zhiping Lin
    nevus of ota nevus linear discriminant analysis melasma pigmentation disorder +6 more
    2019 IEEE International Symposium on Circuits and Systems (ISCAS) 3 citations Published 2019-05-01
  • Classification of myocardial infarction with multi-lead ECG signals and deep CNN (2019)

    Ulas Baran Baloglu Muhammed Talo Ozal Yildirim Ru San Tan U. Rajendra Acharya U. Rajendra Acharya
    intensive care myocardial infarction computer aided diagnosis deep learning convolutional neural network +6 more
    Pattern Recognition Letters 79 citations Published 2019-05-01
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