Xiaochen Zheng

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 44

Top Topics

Semantic Modeling

Systems Engineering

Human Activity Recognition

Top Venues

Int. J. Prod. Res.

Biomed. Signal Process. Control.

Publications

Xiaochen Zheng, Xiaodu Hu, Jinzhi Lu, Rebeca Arista, Joachim Lentes, Dimitris Kiritsis
An aircraft assembly process formalism and verification method based on semantic modeling and MBSE. Adv. Eng. Informatics 60 (2024)
Yinghao Zhu, Junyi Gao, Zixiang Wang, Weibin Liao, Xiaochen Zheng, Lifang Liang, Yasha Wang, Chengwei Pan, Ewen M. Harrison, Liantao Ma
Is larger always better? Evaluating and prompting large language models for non-generative medical tasks. CoRR (2024)
Yinghao Zhu, Changyu Ren, Zixiang Wang, Xiaochen Zheng, Shiyun Xie, Junlan Feng, Xi Zhu, Zhoujun Li, Liantao Ma, Chengwei Pan
EMERGE: Integrating RAG for Improved Multimodal EHR Predictive Modeling. CoRR (2024)
Xiaochen Zheng, Manuel Schürch, Xingyu Chen, Maria Angeliki Komninou, Reto Schüpbach, Ahmed Allam, Jan Bartussek, Michael Krauthammer
Clustering of Disease Trajectories with Explainable Machine Learning: A Case Study on Postoperative Delirium Phenotypes. CoRR (2024)
Xiaochen Zheng, Xingyu Chen, Manuel Schürch, Amina Mollaysa, Ahmed Allam, Michael Krauthammer
Simple Contrastive Representation Learning for Time Series Forecasting. ICASSP (2024)
Xiaochen Zheng, Xiaodu Hu, Rebeca Arista, Jinzhi Lu, Jyri Sorvari, Joachim Lentes, Fernando Ubis, Dimitris Kiritsis
A semantic-driven tradespace framework to accelerate aircraft manufacturing system design. J. Intell. Manuf. 35 (1) (2024)
Lei Zhang, Yanjin Zhu, Qin Ni, Xiaochen Zheng, Zhenyu Gao, Qing Zhao
Local/Global explainability empowered expert-involved frameworks for essential tremor action recognition. Biomed. Signal Process. Control. 95 (2024)
Zeyu Yang, Zhao Meng, Xiaochen Zheng, Roger Wattenhofer
Assessing Adversarial Robustness of Large Language Models: An Empirical Study. CoRR (2024)
Jinzhi Lu, George J. Tsinarakis, Nikolaos Sarantinoudis, George Arampatzis, Xiaochen Zheng, Dimitris Kiritsis
A semantic model-based systems engineering approach for assessing the operational performance of metal forming process. Comput. Ind. Eng. 190 (2024)
Xingyu Chen, Xiaochen Zheng, Amina Mollaysa, Manuel Schürch, Ahmed Allam, Michael Krauthammer
Dynamic Local Attention with Hierarchical Patching for Irregular Clinical Time Series. CoRR (2023)
Ju Wu, Xiaochen Zheng, Marco Madlena, Dimitrios Kyritsis
A Semantic-driven Approach for Maintenance Digitalization in the Pharmaceutical Industry. CoRR (2023)
Xiaochen Zheng, Xingyu Chen, Manuel Schürch, Amina Mollaysa, Ahmed Allam, Michael Krauthammer
SimTS: Rethinking Contrastive Representation Learning for Time Series Forecasting. CoRR (2023)
Dehua Zheng, Xiaochen Zheng, Laurence T. Yang, Yuan Gao, Chenlu Zhu, Yiheng Ruan
MFFN: Multi-view Feature Fusion Network for Camouflaged Object Detection. WACV (2023)
Xiaochen Zheng
Rare Wildlife Recognition with Self-Supervised Representation Learning. CoRR (2022)
Joze M. Rozanec, Jinzhi Lu, Jan Rupnik, Maja Skrjanc, Dunja Mladenic, Blaz Fortuna, Xiaochen Zheng, Dimitris Kiritsis
Actionable cognitive twins for decision making in manufacturing. Int. J. Prod. Res. 60 (2) (2022)
Jinzhi Lu, Junda Ma, Xiaochen Zheng, Guoxin Wang, Han Li, Dimitris Kiritsis
Design Ontology Supporting Model-Based Systems Engineering Formalisms. IEEE Syst. J. 16 (4) (2022)
Xiaodu Hu, Rebeca Arista, Xiaochen Zheng, Joachim Lentes, Jyri Sorvari, Jinzhi Lu, Fernando Ubis, Dimitris Kiritsis
Ontology-based system to support industrial system design for aircraft assembly. CoRR (2022)
Xiaochen Zheng, Jinzhi Lu, Dimitris Kiritsis
The emergence of cognitive digital twin: vision, challenges and opportunities. Int. J. Prod. Res. 60 (24) (2022)
Dehua Zheng, Xiaochen Zheng, Laurence T. Yang, Yuan Gao, Chenlu Zhu, Yiheng Ruan
MFFN: Multi-view Feature Fusion Network for Camouflaged Object Detection. CoRR (2022)
Jingqi Chen, Guoxin Wang, Jinzhi Lu, Xiaochen Zheng, Dimitris Kiritsis
Model-based system engineering supporting production scheduling based on satisfiability modulo theory. J. Ind. Inf. Integr. 27 (2022)
Mengru Dong, Jinzhi Lu, Guoxin Wang, Xiaochen Zheng, Dimitris Kiritsis
Model-based Systems Engineering Papers Analysis based on Word Cloud Visualization. SysCon (2022)
Qin Ni, Zhuo Fan, Lei Zhang, Bo Zhang, Xiaochen Zheng, Yuping Zhang
Daily Activity Recognition and Tremor Quantification from Accelerometer Data for Patients with Essential Tremor Using Stacked Denoising Autoencoders. Int. J. Comput. Intell. Syst. 15 (1) (2022)
Joze M. Rozanec, Jinzhi Lu, Jan Rupnik, Maja Skrjanc, Dunja Mladenic, Blaz Fortuna, Xiaochen Zheng, Dimitris Kiritsis
Actionable Cognitive Twins for Decision Making in Manufacturing. CoRR (2021)
Han Li, Jinzhi Lu, Xiaochen Zheng, Guoxin Wang, Dimitris Kiritsis
Supporting Digital Twin Integration Using Semantic Modeling and High-Level Architecture. APMS (4) (2021)
Xiaochen Zheng, Benjamin Kellenberger, Rui Gong, Irena Hajnsek, Devis Tuia
Self-Supervised Pretraining and Controlled Augmentation Improve Rare Wildlife Recognition in UAV Images. CoRR (2021)
Ye Wang, Yu Chen, Shenyi Wang, Chenhang Zhou, Xiaochen Zheng, Roger Wattenhofer
Print Your Own Money: A Cash-Like Experience for Digital Payment Systems. CoRR (2021)
Xiaochen Zheng, Jinzhi Lu, Rebeca Arista, Xiaodu Hu, Joachim Lentes, Fernando Ubis, Jyri Sorvari, Dimitris Kiritsis
Development of an Application Ontology for Knowledge Management to Support Aircraft Assembly System Design. JOWO (2021)
Xiaochen Zheng, Benjamin Kellenberger, Rui Gong, Irena Hajnsek, Devis Tuia
Self-Supervised Pretraining and Controlled Augmentation Improve Rare Wildlife Recognition in UAV Images. ICCVW (2021)
Xiaochen Zheng, Hongwei Sun, Xijiang Tian, Ye Li, Gewen He, Fangfang Fan
Attribute Memory Transfer Network for Unsupervised Cross-Domain Person Re-Identification. IEEE Access 8 (2020)
Shengjing Sun, Xiaochen Zheng, Javier Villalba-Diez, Joaquín B. Ordieres Meré
Data Handling in Industry 4.0: Interoperability Based on Distributed Ledger Technology. Sensors 20 (11) (2020)
Xiaochen Zheng, Jinzhi Lu, Shengjing Sun, Dimitris Kiritsis
Decentralized Industrial IoT Data Management Based on Blockchain and IPFS. APMS (2) (2020)
Zhenchao Hu, Jinzhi Lu, Jinwei Chen, Xiaochen Zheng, Dimitrios Kyritsis, Huisheng Zhang
A Complexity Analysis Approach for Model-based System Engineering. SoSE (2020)
Jinzhi Lu, Xiaochen Zheng, Zhenchao Hu, Huisheng Zhang, Dimitris Kiritsis
Towards a Decentralized Digital Engineering Assets Marketplace: Empowered by Model-based Systems Engineering and Distributed Ledger Technology. CoRR (2020)
Vitória Piai, Elke De Witte, Joanna Sierpowska, Xiaochen Zheng, Leighton B. Hinkley, Danielle Mizuiri, Robert T. Knight, Mitchel S. Berger, Srikantan S. Nagarajan
Language Neuroplasticity in Brain Tumor Patients Revealed by Magnetoencephalography. J. Cogn. Neurosci. 32 (8) (2020)
Javier Villalba-Diez, Xiaochen Zheng
Quantum Strategic Organizational Design: Alignment in Industry 4.0 Complex-Networked Cyber-Physical Lean Management Systems. Sensors 20 (20) (2020)
Ali Gharaei, Jinzhi Lu, Oliver Stoll, Xiaochen Zheng, Shaun West, Dimitris Kiritsis
Systems Engineering Approach to Identify Requirements for Digital Twins Development. APMS (1) (2020)
Shengjing Sun, Xiaochen Zheng, Bing Gong, Jorge García Paredes, Joaquín B. Ordieres Meré
Healthy Operator 4.0: A Human Cyber-Physical System Architecture for Smart Workplaces. Sensors 20 (7) (2020)
Chun Li, Dehua Zheng, Lizheng Liu, Xiaochen Zheng
A UAV-Based Machine Vision Algorithm for Industrial Gauge Detecting and Display Reading. ACIRS (2020)
Jinzhi Lu, Junda Ma, Xiaochen Zheng, Guoxin Wang, Dimitris Kiritsis
Design Ontology Supporting Model-based Systems-engineering Formalisms. CoRR (2020)
Javier Villalba-Diez, Xiaochen Zheng, Daniel Schmidt, Martin Molina
Characterization of Industry 4.0 Lean Management Problem-Solving Behavioral Patterns Using EEG Sensors and Deep Learning. Sensors 19 (13) (2019)
Jinzhi Lu, Xiaochen Zheng, Ali Gharaei, Kostas Kalaboukas, Dimitris Kiritsis
Cognitive Twins for Supporting Decision-Makings of Internet of Things Systems. CoRR (2019)
Shengjing Sun, Xiaochen Zheng, Javier Villalba-Diez, Joaquín B. Ordieres Meré
Indoor Air-Quality Data-Monitoring System: Long-Term Monitoring Benefits. Sensors 19 (19) (2019)
Xiaochen Zheng, Meiqing Wang, Joaquín B. Ordieres Meré
Comparison of Data Preprocessing Approaches for Applying Deep Learning to Human Activity Recognition in the Context of Industry 4.0. Sensors 18 (7) (2018)
Xiaochen Zheng, Raghava Rao Mukkamala, Ravi Vatrapu, Joaquín B. Ordieres Meré
Blockchain-based Personal Health Data Sharing System Using Cloud Storage. HealthCom (2018)