Bremen Big Data Challenge 2017: Predicting University Cafeteria Load. - Jochen Weiner; Lorenz Diener; Simon Stelter; Eike Externest; Sebastian Kühl; Christian Herff; Felix Putze; Timo Schulze; Mazen Salous; Hui Liu 035; Dennis Küster; Tanja Schultz (KI, 2017)

ASK: A Framework for Data Acquisition and Activity Recognition. - Hui Liu 035; Tanja Schultz (BIOSIGNALS, 2018)

A Wearable Real-time Human Activity Recognition System using Biosensors Integrated into a Knee Bandage. - Hui Liu 035; Tanja Schultz (BIODEVICES, 2019)

Feature Space Reduction for Multimodal Human Activity Recognition. - Yale Hartmann; Hui Liu 035; Tanja Schultz (BIOSIGNALS, 2020)

TSFEL: Time Series Feature Extraction Library. - Marília Barandas; Duarte Folgado; Letícia Fernandes; Sara Santos; Mariana Abreu; Patrícia J. Bota; Hui Liu 035; Tanja Schultz; Hugo Gamboa (SoftwareX, 2020)

Feature Space Reduction for Human Activity Recognition based on Multi-channel Biosignals. - Yale Hartmann; Hui Liu 035; Tanja Schultz (BIOSIGNALS, 2021)

Motion Units: Generalized Sequence Modeling of Human Activities for Sensor-Based Activity Recognition. - Hui Liu 035; Yale Hartmann; Tanja Schultz (EUSIPCO, 2021)

CSL-SHARE: A Multimodal Wearable Sensor-Based Human Activity Dataset. - Hui Liu 035; Yale Hartmann; Tanja Schultz (Frontiers Comput. Sci., 2021)

Corrigendum: CSL-SHARE: A Multimodal Wearable Sensor-Based Human Activity Dataset. - Hui Liu 035; Yale Hartmann; Tanja Schultz (Frontiers Comput. Sci., 2021)

Biosignal processing and activity modeling for multimodal human activity recognition - Hui Liu 035 (2021)

High-Level Features for Human Activity Recognition and Modeling. - Yale Hartmann; Hui Liu 035; Tanja Schultz (BIOSTEC (Selected Papers), 2022)

Interpretable High-level Features for Human Activity Recognition. - Yale Hartmann; Hui Liu 035; Steffen Lahrberg; Tanja Schultz (BIOSIGNALS, 2022)

A Practical Wearable Sensor-based Human Activity Recognition Research Pipeline. - Hui Liu 035; Yale Hartmann; Tanja Schultz (HEALTHINF, 2022)

How Long Are Various Types of Daily Activities? Statistical Analysis of a Multimodal Wearable Sensor-based Human Activity Dataset. - Hui Liu 035; Tanja Schultz (HEALTHINF, 2022)

Interactive and Interpretable Online Human Activity Recognition. - Yale Hartmann; Hui Liu 035; Tanja Schultz (PerCom Workshops, 2022)

Merged Pitch Histograms and Pitch-duration Histograms. - Hui Liu 035; Tingting Xue; Tanja Schultz (SIGMAP, 2022)

TSSEARCH: Time Series Subsequence Search Library. - Duarte Folgado; Marília Barandas; Margarida Antunes; Maria Lua Nunes; Hui Liu 035; Yale Hartmann; Tanja Schultz; Hugo Gamboa (SoftwareX, 2022)

On a Real Real-Time Wearable Human Activity Recognition System. - Hui Liu 035; Tingting Xue; Tanja Schultz (HEALTHINF, 2023)

Efficient Wi-Fi-Based Human Activity Recognition Using Adaptive Antenna Elimination. - Mir Kanon Ara Jannat; Md Shafiqul Islam; Sung-Hyun Yang; Hui Liu 035 (IEEE Access, 2023)

Sensor-Based Human Activity and Behavior Research: Where Advanced Sensing and Recognition Technologies Meet. - Hui Liu 035; Hugo Gamboa; Tanja Schultz (Sensors, 2023)

Hybrid modeling on reconstitution of continuous arterial blood pressure using finger photoplethysmography. - Wenying Shi; Congcong Zhou; Yiming Zhang; Kaitai Li; Xianglin Ren; Hui Liu 035; Xuesong Ye (Biomed. Signal Process. Control., 2023)

Examining the Effects of Human-Likeness of Avatars on Emotion Perception and Emotion Elicitation. - Shiyao Zhang; Omar Faruk; Robert Porzel; Dennis Küster; Tanja Schultz; Hui Liu 035 (ABC, 2024)

Associating Endpoint Accuracy and Similarity of Muscle Synergies. - Liming Cai; Shuhao Yan; Chuanyun Ouyang; Tianxiang Zhang; Jun Zhu; Li Chen; Hui Liu 035 (BIOSTEC (1), 2024)

Integrated Driver Pose Estimation for Autonomous Driving. - Xiao Cao; Wei Hu; Hui Liu 035 (BIOSTEC (1), 2024)

Can Electromyography Alone Reveal Facial Action Units? A Pilot EMG-Based Action Unit Recognition Study with Real-Time Validation. - Abhinav Veldanda; Hui Liu 035; Rainer Koschke; Tanja Schultz; Dennis Küster (BIOSTEC (1), 2024)

Comfort Assessment Method of EEG-Based Exoskeleton Walking-Assistive Device. - Heyuan Wang; Kaitai Li; Hui Liu 035; Xuesong Ye; Congcong Zhou (BIOSTEC (1), 2024)

Really Can't Hold On Anymore? Physiological Indicators Versus Self-Reported Motivation Drop During Jogging. - Shiyao Zhang; Sergei Kolensnikov; Till Rennspieß; Robert Porzel; Tanja Schultz; Hui Liu 035 (BIOSTEC (1), 2024)

LSTM-MorA: Melody-Accompaniment Classification of MIDI Tracks. - Hui Liu 035; Leon Flaack; Shiyao Zhang; Tanja Schultz (ICANN (9), 2024)

Remote intelligent perception system for multi-object detection. - Abdulwahab Alazeb; Bisma Riaz Chughtai; Naif Al Mudawi; Yahya Alqahtani; Mohammed Alonazi; Hanan Aljuaid; Ahmad Jalal; Hui Liu 035 (Frontiers Neurorobotics, 2024)

Multi-modal remote perception learning for object sensory data. - Nouf Abdullah Almujally; Adnan Ahmed Rafique; Naif Al Mudawi; Abdulwahab Alazeb; Mohammed Alonazi; Asaad Algarni; Ahmad Jalal; Hui Liu 035 (Frontiers Neurorobotics, 2024)

Understanding Naturalistic Facial Expressions with Deep Learning and Multimodal Large Language Models. - Yifan Bian; Dennis Küster; Hui Liu 035; Eva Krumhuber (Sensors, 2024)

MS2OD: outlier detection using minimum spanning tree and medoid selection. - Jia Li; Jiangwei Li; Chenxu Wang 001; Fons J. Verbeek; Tanja Schultz; Hui Liu 035 (Mach. Learn. Sci. Technol., 2024)

Biosensor-Driven IoT Wearables for Accurate Body Motion Tracking and Localization. - Nouf Abdullah Almujally; Danyal Khan; Naif Al Mudawi; Mohammed Alonazi; Abdulwahab Alazeb; Asaad Algarni; Ahmad Jalal; Hui Liu 035 (Sensors, 2024)

Enhanced Data Mining and Visualization of Sensory-Graph-Modeled Datasets through Summarization. - Syed Jalaluddin Hashmi; Bayan Ibrahimm Alabdullah; Naif Al Mudawi; Asaad Algarni; Ahmad Jalal; Hui Liu 035 (Sensors, 2024)

Human Activity Recognition, Monitoring, and Analysis Facilitated by Novel and Widespread Applications of Sensors. - Hui Liu 035; Hugo Gamboa; Tanja Schultz (Sensors, 2024)

The Bigger the Better? Towards EMG-Based Single-Trial Action Unit Recognition of Subtle Expressions. - Dennis Küster; Rathi Adarshi Rammohan; Hui Liu 035; Tanja Schultz; Rainer Koschke (BIOSTEC (1), 2025)

Longitudinal Data Acquisition for AI Services in Long-Term Care Facilities for Older Adults. - Rinu Elizabeth Paul; Pantea Kock; Yale Hartmann; Eckhard Ball; Kathrin Seibert; Hui Liu 035; Tanja Schultz (BIOSTEC (2): HEALTHINF, 2025)

Advanced Biosignal-RGB Fusion With Adaptive Neurofuzzy Classification for High-Precision Action Recognition. - Iqra Aijaz Abro; Haifa F. Alhasson; Shuaa S. Alharbi; Mohammed Hamad Alatiyyah; Dina Abdulaziz Alhammadi; Ahmad Jalal; Hui Liu 035 (IEEE Access, 2025)

A Novel Deep Learner for Human Behavior Prediction Over Public Video Surveillance. - Bayan Ibrahimm Alabdullah; Bisma Batool Fatima; Haifa F. Alhasson; Mohammed Alshehri; Yahya Alqahtani; Nouf Albhassabi; Hui Liu 035 (IEEE Access, 2025)

Attention-Driven Emotion Recognition in EEG: A Transformer-Based Approach With Cross-Dataset Fine-Tuning. - Ghulam Ghous; Shaheryar Najam; Mohammed Alshehri; Abdulmonem Alshahrani; Yahya Alqahtani; Ahmad Jalal; Hui Liu 035 (IEEE Access, 2025)

Human Pose Estimation and Event Recognition via Feature Extraction and Neuro-Fuzzy Classifier. - Muhammad Hanzla; Naif S. Alshammari; Shuaa S. Alharbi; Wasim Wahid; Nouf Abdullah Almujally; Ahmad Jalal; Hui Liu 035 (IEEE Access, 2025)

Advanced Leaf Classification Using Multi-Layer Perceptron for Smart Crop Management. - Sara Mumtaz; Mohammed Alshehri; Yahya Alqahtani; Abdulmonem Alshahrani; Bayan Ibrahimm Alabdullah; Haifa F. Alhasson; Hui Liu 035 (IEEE Access, 2025)

Leaf Classification for Sustainable Agriculture and In-Depth Species Analysis. - Sara Mumtaz; Shabbab Ali Algamdi; Haifa F. Alhasson; Dina Abdulaziz Alhammadi; Ahmad Jalal; Hui Liu 035 (IEEE Access, 2025)

A Deep Learning Framework for Healthy Lifestyle Monitoring and Outdoor Localization. - Mehrab Rafiq; Naif S. Alshammari; Haifa F. Alhasson; Dina Abdulaziz Alhammadi; Mohammed Alshehri; Ahmad Jalal; Hui Liu 035 (IEEE Access, 2025)

Remote Sensing Surveillance Using Multilevel Feature Fusion and Deep Neural Network. - Laiba Zahoor; Haifa F. Alhasson; Mohammed Alnusayri; Mohammed Hamad Alatiyyah; Dina Abdulaziz Alhammadi; Ahmad Jalal; Hui Liu 035 (IEEE Access, 2025)

Integrated neural network framework for multi-object detection and recognition using UAV imagery. - Mohammed Alshehri; Tingting Xue; Ghulam Mujtaba; Yahya Alqahtani; Nouf Abdullah Almujally; Ahmad Jalal; Hui Liu 035 (Frontiers Neurorobotics, 2025)

Unmanned aerial vehicle based multi-person detection via deep neural network models. - Mohammed Alshehri; Laiba Zahoor; Yahya Alqahtani; Abdulmonem Alshahrani; Dina Abdulaziz Alhammadi; Ahmad Jalal; Hui Liu 035 (Frontiers Neurorobotics, 2025)

Towards Human Modeling for Human-Robot Collaboration and Digital Twins in Industrial Environments: Research Status, Prospects, and Challenges. - Guoyi Xia; Zied Ghrairi; Thorsten Wuest; Karl Hribernik; Aaron Heuermann; Furui Liu; Hui Liu 035; Klaus-Dieter Thoben (Robotics Comput. Integr. Manuf., 2025)