???global.info.a_carregar???
Identification

Personal identification

Full name
Hui Liu

Citation names

  • Liu, Hui

Author identifiers

Ciência ID
E71E-87CC-03E7
ORCID iD
0000-0002-6850-9570
Outputs

Publications

Book
  1. Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies. 2024.
    10.5220/0000184700003657
Book chapter
  1. Yale Hartmann; Hui Liu; Tanja Schultz. "High-Level Features for Human Activity Recognition and Modeling". 2023.
    10.1007/978-3-031-38854-5_8
  2. "Hidden Markov Model and Its Application in Human Activity Recognition and Fall Detection: A Review". 863-869. Springer Singapore, 2022.
    10.1007/978-981-19-0390-8_108
  3. "Interpretable High-level Features for Human Activity Recognition". Portugal: {SCITEPRESS, 2022.
    10.5220/0010840500003123
  4. "How Long Are Various Types of Daily Activities? Statistical Analysis of a Multimodal Wearable Sensor-based Human Activity Dataset". Portugal: {SCITEPRESS, 2022.
    10.5220/0010896400003123
  5. "A Practical Wearable Sensor-based Human Activity Recognition Research Pipeline". Portugal: {SCITEPRESS, 2022.
    10.5220/0010937000003123
  6. "Feature Space Reduction for Human Activity Recognition based on Multi-channel Biosignals". {SCITEPRESS, 2021.
    10.5220/0010260802150222
  7. "Feature Space Reduction for Multimodal Human Activity Recognition". {SCITEPRESS, 2020.
    10.5220/0008851401350140
  8. "A Wearable Real-time Human Activity Recognition System using Biosensors Integrated into a Knee Bandage". {SCITEPRESS, 2019.
    10.5220/0007398800470055
  9. "ASK: A Framework for Data Acquisition and Activity Recognition". {SCITEPRESS, 2018.
    10.5220/0006732902620268
  10. "Bremen Big Data Challenge 2017: Predicting University Cafeteria Load". 380-386. Springer International Publishing, 2017.
    10.1007/978-3-319-67190-1_35
Conference paper
  1. Abhinav Veldanda; Hui Liu; Rainer Koschke; Tanja Schultz; Dennis Küster. "Can Electromyography Alone Reveal Facial Action Units? A Pilot EMG-Based Action Unit Recognition Study with Real-Time Validation". 2024.
    10.5220/0012399100003657
  2. Xiao Cao; Wei Hu; Hui Liu. "Integrated Driver Pose Estimation for Autonomous Driving". 2024.
    10.5220/0012639400003657
  3. Shiyao Zhang; Sergei Kolensnikov; Till Rennspieß; Robert Porzel; Tanja Schultz; Hui Liu. "Really Can't Hold On Anymore? Physiological Indicators Versus Self-Reported Motivation Drop During Jogging". 2024.
    10.5220/0012577300003657
  4. Liming Cai; Shuhao Yan; Chuanyun Ouyang; Tianxiang Zhang; Jun Zhu; Li Chen; Hui Liu. "Associating Endpoint Accuracy and Similarity of Muscle Synergies". 2024.
    10.5220/0012586800003657
  5. Heyuan Wang; Kaitai Li; Hui Liu; Xuesong Ye; Congcong Zhou. "Comfort Assessment Method of EEG-Based Exoskeleton Walking-Assistive Device". 2024.
    10.5220/0012564800003657
  6. Hui Liu; Tingting Xue; Tanja Schultz. "On a Real Real-Time Wearable Human Activity Recognition System". 2023.
    10.5220/0011927700003414
  7. "Interactive and Interpretable Online Human Activity Recognition". 2022.
    10.1109/percomworkshops53856.2022.9767207
  8. "Merged Pitch Histograms and Pitch-duration Histograms". 2022.
    10.5220/0011310300003289
  9. "Motion Units: Generalized Sequence Modeling of Human Activities for Sensor-Based Activity Recognition". 2021.
    10.23919/eusipco54536.2021.9616298
  10. "Capacity of Cooperative Ad Hoc Networks with Heterogeneous Traffic Patterns". 2011.
    10.1109/icc.2011.5963075
Journal article
  1. Syed Jalaluddin Hashmi; Bayan Alabdullah; Naif Al Mudawi; Asaad Algarni; Ahmad Jalal; Hui Liu. "Enhanced Data Mining and Visualization of Sensory-Graph-Modeled Datasets through Summarization". Sensors (2024): https://doi.org/10.3390/s24144554.
    10.3390/s24144554
  2. Xinyi Zhang; Xiankai Cheng; Hui Liu. "TPRO-NET: an EEG-based emotion recognition method reflecting subtle changes in emotion". Scientific Reports (2024): http://dx.doi.org/10.1038/s41598-024-62990-4.
    10.1038/s41598-024-62990-4
  3. Abdulwahab Alazeb; Bisma Riaz Chughtai; Naif Al Mudawi; Yahya AlQahtani; Mohammed Alonazi; Hanan Aljuaid; Ahmad Jalal; Hui Liu. "Remote intelligent perception system for multi-object detection". Frontiers in Neurorobotics (2024): http://dx.doi.org/10.3389/fnbot.2024.1398703.
    10.3389/fnbot.2024.1398703
  4. Nouf Abdullah Almujally; Danyal Khan; Naif Al Mudawi; Mohammed Alonazi; Abdulwahab Alazeb; Asaad Algarni; Ahmad Jalal; Hui Liu. "Biosensor-Driven IoT Wearables for Accurate Body Motion Tracking and Localization". Sensors (2024): https://doi.org/10.3390/s24103032.
    10.3390/s24103032
  5. Dania Furk; Luís Silva; Mariana Dias; Carlos Fujão; Phillip Probst; Hui Liu; Hugo Gamboa. "Cardiorespiratory Response to Workload Volume and Ergonomic Risk: Automotive Assembly Line Operators’ Adaptations". Applied Sciences (2024): https://doi.org/10.3390/app14093921.
    10.3390/app14093921
  6. Hui Liu; Shiyao Zhang; Hugo Gamboa; Tingting Xue; Congcong Zhou; Tanja Schultz. "Taxonomy and Real-Time Classification of Artifacts During Biosignal Acquisition: A Starter Study and Dataset of ECG". IEEE Sensors Journal (2024): https://doi.org/10.1109/JSEN.2024.3356651.
    10.1109/JSEN.2024.3356651
  7. Jia Li; Jiangwei Li; Chenxu Wang; Fons J Verbeek; Tanja Schultz; Hui Liu. "MS2OD: outlier detection using minimum spanning tree and medoid selection". Machine Learning: Science and Technology (2024): https://doi.org/10.1088/2632-2153/ad2492.
    10.1088/2632-2153/ad2492
  8. Danyal Khan; Mohammed Alonazi; Maha Abdelhaq; Naif Al Mudawi; Asaad Algarni; Ahmad Jalal; Hui Liu. "Robust human locomotion and localization activity recognition over multisensory". Frontiers in Physiology (2024): http://dx.doi.org/10.3389/fphys.2024.1344887.
    10.3389/fphys.2024.1344887
  9. Yifan Bian; Dennis Küster; Hui Liu; Eva G. Krumhuber. "Understanding Naturalistic Facial Expressions with Deep Learning and Multimodal Large Language Models". Sensors (2023): https://doi.org/10.3390/s24010126.
    10.3390/s24010126
  10. Liming Cai; Shuhao Yan; Chuanyun Ouyang; Tianxiang Zhang; Jun Zhu; Li Chen; Xin Ma; Hui Liu. "Muscle synergies in joystick manipulation". Frontiers in Physiology 14 (2023): http://dx.doi.org/10.3389/fphys.2023.1282295.
    10.3389/fphys.2023.1282295
  11. Jia Li; Jiangwei Li; Chenxu Wang; Fons J. Verbeek; Tanja Schultz; Hui Liu. "Outlier detection using iterative adaptive mini-minimum spanning tree generation with applications on medical data". Frontiers in Physiology 14 (2023): http://dx.doi.org/10.3389/fphys.2023.1233341.
    10.3389/fphys.2023.1233341
  12. Wenying Shi; Congcong Zhou; Yiming Zhang; Kaitai Li; Xianglin Ren; Hui Liu; Xuesong Ye. "Hybrid modeling on reconstitution of continuous arterial blood pressure using finger photoplethysmography". Biomedical Signal Processing and Control (2023): https://doi.org/10.1016/j.bspc.2023.104972.
    10.1016/j.bspc.2023.104972
  13. Mir Kanon Ara Jannat; Md. Shafiqul Islam; Sung-Hyun Yang; Hui Liu. "Efficient Wi-Fi-Based Human Activity Recognition Using Adaptive Antenna Elimination". IEEE Access (2023): https://doi.org/10.1109/ACCESS.2023.3320069.
    10.1109/ACCESS.2023.3320069
  14. "Sensors for Human Activity Recognition". Sensors for Human Activity Recognition (2023): https://publons.com/wos-op/publon/63061285/.
    10.3390/BOOKS978-3-0365-7555-1
  15. Hui Liu; Hugo Gamboa; Tanja Schultz. "Sensor-Based Human Activity and Behavior Research: Where Advanced Sensing and Recognition Technologies Meet". Sensors (2022): https://doi.org/10.3390/s23010125.
    10.3390/s23010125
  16. João Rodrigues; Hui Liu; Duarte Folgado; David Belo; Tanja Schultz; Hugo Gamboa. "Feature-Based Information Retrieval of Multimodal Biosignals with a Self-Similarity Matrix: Focus on Automatic Segmentation". Biosensors (2022): https://doi.org/10.3390/bios12121182.
    10.3390/bios12121182
  17. Hui Liu. "Bell Shape Embodying Zhongyong: The Pitch Histogram of Traditional Chinese Anhemitonic Pentatonic Folk Songs". Applied Sciences 12 16 (2022): 8343-8343. http://dx.doi.org/10.3390/app12168343.
    10.3390/app12168343
  18. "TSSEARCH: Time Series Subsequence Search Library". SoftwareX 18 (2022): 101049-101049. http://dx.doi.org/10.1016/j.softx.2022.101049.
    10.1016/j.softx.2022.101049
  19. "Corrigendum: CSL-SHARE: A Multimodal Wearable Sensor-Based Human Activity Dataset". Frontiers in Computer Science 3 (2021): http://dx.doi.org/10.3389/fcomp.2021.800056.
    10.3389/fcomp.2021.800056
  20. "CSL-SHARE: A Multimodal Wearable Sensor-Based Human Activity Dataset". Frontiers in Computer Science 3 (2021): http://dx.doi.org/10.3389/fcomp.2021.759136.
    10.3389/fcomp.2021.759136
  21. "TSFEL: Time Series Feature Extraction Library". SoftwareX 11 (2020): 100456-100456. http://dx.doi.org/10.1016/j.softx.2020.100456.
    10.1016/j.softx.2020.100456
  22. Liu, Hui; Wang, Xinbing. "Capacity of Cooperative Ad Hoc Networks with Heterogeneous Traffic Patterns". Conference Record - International Conference on Communications (2011): https://publons.com/wos-op/publon/53192879/.
Thesis / Dissertation
  1. "Biosignal processing and activity modeling for multimodal human activity recognition". 2021. https://media.suub.uni-bremen.de/handle/elib/5492.
    10.26092/ELIB/1219