| 2022 | 20th IEEE International Conference on Industrial Informatics, INDIN 2022, Perth, Australia, July 25-28, 2022 |
| 2022 | A Comparative Analysis of the Impact of Cryptography in IoT LoRa Applications. Inês Lino, José Cecílio |
| 2022 | A Container-Based Framework for Developing ROS Applications. Pedro Melo, Rafael Arrais, Sérgio Teixeira, Germano Veiga |
| 2022 | A Contextual Bandit Learning Based Quality Test System in 5G-Enabled IIoT. Sige Liu, Peng Cheng, Zhuo Chen, Wei Xiang, Branka Vucetic, Yonghui Li |
| 2022 | A GAN-based fault detection for dynamic process with deconvolutional networks. Dapeng Zhang, David Zhiwei Gao |
| 2022 | A General Intelligent Portfolio Theory with Strength Investing and Sector Rotation in Stock Markets. Heping Pan |
| 2022 | A Head Motion Recognition Approach for Alertness Detection. Kam Wing Huang, Bruno J. Silva, Gerhard P. Hancke |
| 2022 | A Lazy Engine for High-utilization and Energy-efficient ReRAM-based Neural Network Accelerator. Wei-Yi Yang, Ya-Shu Chen, Jin-Wen Xiao |
| 2022 | A PUF-based Secure Bootstrap Protocol for Cyber-Physical System Networks. José Luis Conradi Hoffmann, Leonardo Passig Horstmann, Antônio Augusto Fröhlich |
| 2022 | A Scheduled Cluster-Tree Topology to Enable Wide-Scale LoRaWAN Networks. Vitor Vasconcelos, Érico Leão, Natanael Ribeiro, Francisco Vasques, Carlos Montez |
| 2022 | A Specification for a Decentralised Internet of Things. Ryan Kurte, Zoran Salcic, Kevin I-Kai Wang |
| 2022 | A Win-Win Local Energy Market for Participants, Retailers, and the Network Operator : A Peer-to-Peer Trading-driven Case Study. Liaqat Ali, M. Imran Azim, Jan Peters, Vivek Bhandari, Anand Menon, Vinod Tiwari, Jemma Green |
| 2022 | A multi-attribute auctioning system for the circular economy with Ricardian contracts. Eric Chiquito, Ulf Bodin, Kåre Synnes |
| 2022 | AASPMP: Design and Implementation of Production Management Platform Based on AAS. Qihang Zhou, Yihao Wu, Chaojie Gu, Wenchao Meng, Shibo He, Zhiguo Shi |
| 2022 | Adaptive Industrial IoT gateway using kafka streaming platform. Nico Braunisch, Sven Schlesinger, Robert Lehmann |
| 2022 | An Intelligent Area Localization Framework for Rotating Machine Vision Vibration Measurement. ZhaoZhou Cai, Cong Peng, Bingyun Yang, Xiaoyue Liu |
| 2022 | An IoT-based Optimized Watering System for Plants. Kai-yu Tsang, Zuneera Umair, Umair Mujtaba Qureshi, Inez Maria Zwetsloot |
| 2022 | Applying IEEE 1278.1-2012 Concepts to Support Integration of Digital Twins in Industrial Applications. Anna Florea, Andrei Lobov, Tatiana Minav |
| 2022 | Asset Movement Forcasting with the Implied Volatility Surface Analysis Based on SABR Model. Shaowei Xu, Hongxin Huan, Yuanyuan Qi, Guoxiang Guo, Jerome Yen |
| 2022 | CAM/CAD Point Cloud Part Segmentation via Few-Shot Learning. Jiahui Wang, Haiyue Zhu, Haoren Guo, Abdullah Al Mamun, Prahlad Vadakkepat, Tong Heng Lee |
| 2022 | Comprehensive Management Function Model: Generality and Workflow. Santiago Soler Perez Olaya, Martin Wollschlaeger |
| 2022 | Computer Vision Techniques to Support Biosensors Based on Burrowing Clams. Je Nam Jun Junior, Bruna de Vargas Guterres, Adriano R. Da Silva, Rafael Gerhardt, Samantha E. Martins, Juliana Zomer Sandrini, Silvia Silva da Costa Botelho |
| 2022 | Configuration of Parallel Real-Time Applications on Multi-Core Processors. Mohammad Samadi Gharajeh, Tiago Carvalho, Luís Miguel Pinho |
| 2022 | Context-Enriching Feature Selection Method for Industrial Machine Learning. Hadil Abukwaik, Lefter Sula, Pablo Rodriguez |
| 2022 | Control of Battery Storage Systems in Residential Grids: Model-based vs. Data-Driven Approaches. Samaneh Sadat Sajjadi, Najmeh Bazmohammadi, Ali Moradi Amani, Mahdi Jalili, Josep M. Guerrero, Xinghuo Yu |
| 2022 | Control over networks: A case study of Wastewater Treatment Plants. Mercedes Chacón Vásquez |
| 2022 | Criteria to consider in a decision model for collaborative robot (cobot) adoption: A literature review. Andreia Silva, Ana Correia Simões, Renata Blanc |
| 2022 | Cube Bot - A Smart Factory Showcase for the Real-Time Container Architecture. Joseph Hirsch, Marius Lichtblau, Marian Lingsch Rosenfeld, Kilian Telschig, Alexander Knapp |
| 2022 | Curriculum Learning in Peristaltic Sortation Machine. Mohammed Sharafath Abdul Hameed, Venkata Harshit Koneru, Johannes Pöppelbaum, Andreas Schwung |
| 2022 | Cyberattack Impact Reduction using Software-Defined Networking for Cyber-Physical Production Systems. Felix Specht, Jens Otto, Jens Eickmeyer |
| 2022 | DDoS Attacks on Smart Manufacturing Systems: A Cross-Domain Taxonomy and Attack Vectors. Farzana Zahid, Gustavo Funchal, Victória Melo, Matthew M. Y. Kuo, Paulo Leitão, Roopak Sinha |
| 2022 | Deep Learning based Visual Quality Inspection for Industrial Assembly Line Production using Normalizing Flows. Robert F. Maack, Hasan Tercan, Tobias Meisen |
| 2022 | Deep Learning for Semiconductor Defect Classification. Terence Sweeney, Sonya Coleman, Dermot Kerr |
| 2022 | Design and Implementation of a Vision Based In-Situ Defect Detection System of Automated Fiber Placement Process. Muhammed Zemzemoglu, Mustafa Unel |
| 2022 | Digital Twin-Enhanced Methodology for Training Edge-Based Models for Cyber Security Applications. David Allison, Paul Smith, Kieran McLaughlin |
| 2022 | Distributed ledger-based authentication and authorization for Industrie 4.0 components. Alaettin Dogan, Aron Schnakenbeck, Alexander Fay |
| 2022 | Documentation-driven GUI development for integration of image processing libraries. Ana P. Lopes, Daniel F. Silva, Sérgio F. Lopes, José Higino Correia, Carlos M. G. S. Lima, Carlos A. Silva |
| 2022 | Dynamic Task Offloading Approach for Task Delay Reduction in the IoT-enabled Fog Computing Systems. Hoa Tran-Dang, Dong-Seong Kim |
| 2022 | Efficient SST prediction in the Red Sea using hybrid deep learning-based approach. Mohamad Mazen Hittawe, Sabique Langodan, Ouadi Beya, Ibrahim Hoteit, Omar M. Knio |
| 2022 | Emotional Experience Design of B2C Web site Based on Emotion Recognition. Lanxin Li, Chengqi Xue, Wenzhe Tang |
| 2022 | Enhancing Reliability by Combining Manufacturing Processes and Private 5G Networks. Marcel Müller, Jan-Martin Knorr, Daniel Behnke, Christian Arendt, Stefan Böcker, Caner Bektas, Christian Wietfeld |
| 2022 | Entropy-based coordination for maintenance tasks of an autonomous mobile robot system. Tapio Heikkilä, Eric Halbach, Jukka Koskinen, Janne Saukkoriipi |
| 2022 | Exact schedulability analysis of systems based on multi-rate periodic cyclic executives. Reinder J. Bril |
| 2022 | FPGA based Implied Volatility Calculation with Multi-section Method. Su Wang, Hongxin Huan, Seng Fat Wong, Joseph Yen |
| 2022 | Facial Landmarks and Generative Priors Guided Blind Face Restoration. Huan Wang, Zi Teng, Chengdong Wu, Sonya Coleman |
| 2022 | Fault diagnosis for bilinear stochastic distribution systems with actuator fault. Bo Cao, Lina Yao |
| 2022 | Feasibility of using Gyroscope to Derive Keys for Mobile Phone and Smart Wearable. Yuanzhen Liu, Dutliff Boshoff, Gerhard P. Hancke |
| 2022 | Financial Topic Modeling Based on the BERT-LDA Embedding. Mei Zhou, Ying Kong, Jianwu Lin |
| 2022 | Formal model of IEC 61499 execution trace in FBME IDE. Tatiana Liakh, Radimir Sorokin, Daniil Akifev, Sandeep Patil, Valeriy Vyatkin |
| 2022 | From Requirement Specification to OPC UA Information Model Design: A Product Assembly Line Monitoring Case Study. Quang-Duy Nguyen, Saadia Dhouib, Kunal Suri, Fadwa Rekik |
| 2022 | Fundamental Multi-factor Deep-learning Strategy For Cryptocurrency Trading. Yinghe Qing, Jifeng Sun, Ying Kong, Jianwu Lin |
| 2022 | Fundamental Quantitative Investment Theory and Technical System Based On Multi-Factor Models. Li Zhao, Nathee Naktnasukanjn, Lei Mu, Haichuan Liu, Heping Pan |
| 2022 | Fuzzy PID Control for Multi-joint Robotic Arm. Jialin Lin, Xiaoxu Liu, Zhongxing Ren |
| 2022 | Genetic Algorithm Based Quantitative Factors Construction. Zhaofan Su, Jianwu Lin, Zhang Chengshan |
| 2022 | Graph Attention Network for Financial Aspect-based Sentiment Classification with Contrastive Learning. Zhenhuan Huang, Guansheng Wu, Xiang Qian, Baochang Zhang |
| 2022 | Graph-based Information Modeling for ICPS. Angel Biskupovic, Felipe Núñez |
| 2022 | Hand-object Interaction Definition and Recognition for Analyzing Manual Assembly Behaviors. Kazuaki Kondo, Wang Tianyue, Yuichi Nakamura, Yuichi Sasaki, Miho Kawamura |
| 2022 | Human-centric Application in Cyber-Physical System: An Inertial-based Motion Capture and Recognition System. Huiying Zhou, Longqiang Wang, Baicun Wang, Geng Yang |
| 2022 | Identification of Industrial Alarm Floods Using Time Series Classification and Novelty Detection. Gianluca Manca, Alexander Fay |
| 2022 | Identifying Security Requirements for Smart Grid Components: A Smart Grid Security Metric. Marie Clausen, Johann Schütz |
| 2022 | Identity Verification based on the RGB and NIR Images of the Palm. Jaekwon Lee, Jooyoung Kim, Kar-Ann Toh |
| 2022 | Image Processing Based Implied Volatility Surface Analysis for Asset movement Forecasting. Yuanyuan Qi, Guoxiang Guo, Yang Wang, Jerome Yen |
| 2022 | Impact Analysis of Data Clustering Techniques for Data-Based Topological Formation in WSNs. Miguel Lino, Carlos Montez, Érico Leão, Ricardo Lira |
| 2022 | Industrial Artificial Intelligence: A Predictive Agent Concept for Industry 4.0. Luis Alberto Cruz Salazar, Birgit Vogel-Heuser |
| 2022 | Inertial Measurement Unit based Human Action Recognition Dataset for Cyclic Overhead Car Assembly and Disassembly. Jan Kuschan, Hristo Filaretov, Jörg Krüger |
| 2022 | Integration of Machine Learning Task Definition in Model-Based Systems Engineering using SysML. Simon Rädler, Eugen Rigger, Juergen Mangler, Stefanie Rinderle-Ma |
| 2022 | Learning Cybersecurity in IoT-based Applications through a Capture the Flag Competition. Alexandre Oliveira Júnior, Gustavo Funchal, Jonas F. P. Queiroz, Jorge Loureiro, Tiago Pedrosa, Javier Parra, Paulo Leitão |
| 2022 | Learning-based Automatic Report Generation for Scheduling Performance in Time-Sensitive Networking. Lingzhi Li, Qimin Xu, Yanzhou Zhang, Lei Xu, Yingxiu Chen, Cailian Chen |
| 2022 | Less is More: Bitcoin Volatility Forecast Using Feature Selection and Deep Learning Models. Haiping Wang, Xin Zhou |
| 2022 | Life prediction model of lithium-ion batteries in the early-cycle stage based on convolutional long short-term memory with attention mechanism. Chen Zhang, Lifeng Wu |
| 2022 | Lightweight Object Detection Model with Data Augmentation for Tiny Pest Detection. Zhipeng Yuan, Shunbao Li, Po Yang, Yang Li |
| 2022 | Low-Code Development in Worker Assistance Systems: Improving Flexibility and Adaptability. Marc Brünninghaus, Carsten Röcker |
| 2022 | Masked Self-Supervision for Remaining Useful Lifetime Prediction in Machine Tools. Haoren Guo, Haiyue Zhu, Jiahui Wang, Prahlad Vadakkepat, Weng Khuen Ho, Tong Heng Lee |
| 2022 | Maturity Levels for Automation Software Engineering in automated Production Systems. Birgit Vogel-Heuser, Eva-Maria Neumann, Juliane Fischer |
| 2022 | Migrating legacy production lines into an Industry 4.0 ecosystem. João Palmeira, Gustavo Coelho, Adriano Carvalho, Paulo Carvalhal, Paulo Cardoso |
| 2022 | Missing Data Imputation for Multivariate Time series in Industrial IoT: A Federated Learning Approach. Alexandros Gkillas, Aris S. Lalos |
| 2022 | Mixed Environment of Real and Virtual Objects for Task Training using Binocular Video See-through Display and Haptic Device. Kazuyo Iwamoto |
| 2022 | Model Following through a Metaheuristic PD Controller for a Magnetic Levitation System. Nikolaos D. Kouvakas, Fotis N. Koumboulis, Katerina Xydi |
| 2022 | Multi-Agent Deep Reinforcement Learning For Real-World Traffic Signal Controls - A Case Study. Maxim Friesen, Tian Tan, Jürgen Jasperneite, Jie Wang |
| 2022 | Multi-Bus-Based Distributed Secondary Voltage Control for Microgrids. Congyue Zhang, Xiaobo Dou, Yongqing Lv, Xingfeng Xie |
| 2022 | Multi-level Feature Reweighting and Fusion for Instance Segmentation. Xuan-Thuy Vo, Tien-Dat Tran, Duy-Linh Nguyen, Kang-Hyun Jo |
| 2022 | Mushroom-YOLO: A deep learning algorithm for mushroom growth recognition based on improved YOLOv5 in agriculture 4.0. Yifan Wang, Lin Yang, Hong Chen, Aamir Hussain, Congcong Ma, Malek Al-gabri |
| 2022 | Network Calculus-based Routing and Scheduling in Software-defined Industrial Internet of Things. Luyue Ji, Wenjie Wu, Chaojie Gu, Jichao Bi, Shibo He, Zhiguo Shi |
| 2022 | Network-Based Machine Learning Detection of Covert Channel Attacks on Cyber-Physical Systems. Hongwei Li, Danai Chasaki |
| 2022 | Non-rechargeable battery remaining useful life prediction with interactive attention sequence to sequence network. Shixiang Lu, Zhiwei Gao, Qifa Xu, Cuixia Jiang, Aihua Zhang, Dongdong Wu |
| 2022 | Observer-Based Robust Adaptive Tracking for Uncertain Robot Manipulators with External Force Disturbance Rejection. Abdul Rehan Khan Mohammed, Jiayi Zhang, Ahmad Bilal |
| 2022 | Offset Estimation Based on ARIMA-LSTM for Time Synchronization in Single Twisted Pair Ethernet. Guanwen Cui, Zhezhuang Xu, Xuchao Gao, Songbing Lin, Yi Guo |
| 2022 | Optimal Deployment of IoT-based Solar Insecticide Lamps under Coverage and Maintenance Cost Considerations. Fan Yang, Lei Shu, Qin Su, Guangjie Han |
| 2022 | Orthoimage Super-Resolution via Deep Convolutional Neural Networks. Vladimir Berezovsky, Yunfeng Bai, Ivan Sharshov, Roman Aleshko, Kseniya Shoshina, Irina Vasendina |
| 2022 | Partial Domain Intelligent Diagnosis Method for Rotor-Bearing System Based on Deep Learning. Xiaoyue Liu, Cong Peng |
| 2022 | Process mining in industrial control systems. Midhun Xavier, Victor Dubinin, Sandeep Patil, Valeriy Vyatkin |
| 2022 | Product Quality Control in Assembly Machine under Data Restricted Settings. Fatemeh Kakavandi, Roger De Reus, Cláudio Gomes, Negar Heidari, Alexandros Iosifidis, Peter Gorm Larsen |
| 2022 | Quantitative analysis of communication handling for centralized multi-agent robot systems using ROS2. Lukas Johannes Dust, Emil Persson, Mikael Ekström, Saad Mubeen, Emmanuel Dean |
| 2022 | Real-time OEE visualisation for downtime detection. Yuan Hao Li, Luiz Cesar Gualberto Veras Inoue, Roopak Sinha |
| 2022 | Reinforcement Learning based Optimal Tracking Control for Hypersonic Flight Vehicle: A Model Free Approach. Xiaoxiang Hu, Kejun Dong, Teng Yang, Bing Xiao |
| 2022 | Reinforcement learning approach to implementation of individual controllers in data centre control system. Yulia Berezovskaya, Chen-Wei Yang, Valeriy Vyatkin |
| 2022 | Resource Allocation and Retransmission Scheme for URLLC in Industrial Wireless Networks with Mixed Traffic. Jingfang Ding, Meng Zheng |
| 2022 | Risk-Driven Derivation of Operation Checklists from Multi-Disciplinary Engineering Knowledge. Stefan Biffl, Sebastian Kropatschek, Elmar Kiesling, Kristof Meixner, Arndt Lüder |
| 2022 | Robust Continuous Sliding Mode Controller for Uncertain Canonical Brunovsky Systems Using Reduced Order Extended State Observer. Kamal Rsetam, Mohammad Al-Rawi, Zhenwei Cao |
| 2022 | Robustifying cooperative awareness in autonomous vehicles through local information diffusion. Nikos Piperigkos, Aris S. Lalos, Kostas Berberidis |
| 2022 | Rollback Sequences for Dynamic Reconfiguration of IEC 61499. Laurin Prenzel, Simon Hofmann, Sebastian Steinhorst |
| 2022 | Self-FTS: A Self-Supervised Learning Method for Financial Time Series Representation in Stock Intraday Trading. Jifeng Sun, Yinghe Qing, Chang Liu, Jianwu Lin |
| 2022 | Semi-Automatic Testing of Data-Focused Software Development Kits for Industrie 4.0. Torben Miny, Sebastian Heppner, Igor Garmaev, Tobias Kleinert, Marko Ristin, Hans Wernher van de Venn, Björn Otto, Karsten Meinecke, Christian Diedrich, Nico Braunisch, Martin Wollschlaeger |
| 2022 | Sentiment Analysis of Board Secretaries' Q&R Data. Jia Miao, Jianwu Lin, Shenglei Hu, Guangling Liu |
| 2022 | Study on Clustering Method of Driving Behavior Data Based on Variational Auto Encoder and Coupled-GP-HSMM. Kohjiro Hashimoto, Daichi Yanagihara, Hiroshi Kuniyuki, Kae Doki, Yuki Funabora, Shinji Doki |
| 2022 | Study on the Relationship between Mixed Tail Risk and Expected Stock Returns. Wenrui Zhao, Chengyi Pu |
| 2022 | Supporting robotic welding of aluminium with a laser line scanner-based trigger definition method. Jaime Marco-Rider, Tuan Anh Tran, Eirik B. Njaastad, Olav Egeland, Andrei Lobov |
| 2022 | Survey on methods for early prototyping and validation of technical product ideas. Laban Asmar, Khoren Grigoryan, Arno Kühn, Roman Dumitrescu |
| 2022 | Technology-Independent Demonstrator for Testing Industry 4.0 Solutions. Alejandro López, Lucas Sakurada, Paulo Leitão, Oskar Casquero, Elisabet Estévez, Fernando De la Prieta, Marga Marcos |
| 2022 | The Impact of Communication and Memory in State-Based Potential Game-based Distributed Optimization. Steve Yuwono, Andreas Schwung, Dorothea Schwung |
| 2022 | Towards Building Ontology-Based Applications for Integrating Heterogeneous Aircraft Maintenance Records. Abdallah A. Abdallah, Ip-Shing Fan |
| 2022 | Towards Developing a Liver Segmentation Method for Hepatocellular Carcinoma Treatment Planning. Snigdha Mohanty, Julien Abinahed, Abdulla Al-Ansari, Subhashree Mishra, Sudhansu Sekhar Singh, Sarada Prasad Dakua |
| 2022 | Tweet and News Sentiment Indicators and the Behavior of the Brazilian Stock Market. Lucas J. Faria, Kéthlyn Campos Silva, Deborah S. A. Fernandes, Marcio G. C. Fernandes, Fabrízzio Alphonsus A. M. N. Soares |
| 2022 | Unsupervised Object Re-identification via Instances Correlation Loss. Qing Tang, Kang-Hyun Jo |
| 2022 | Using Counterfactuals to Proactively Solve Service Level Agreement Violations in 5G Networks. Ahmad Terra, Rafia Inam, Pedro Batista, Elena Fersman |
| 2022 | Using Modules to Manage the Content of IEC 61499 Type Libraries. Michael Oberlehner, Virendra Ashiwal, Alois Zoitl, James H. Christensen |
| 2022 | Validation of Distributed Real-Time Simulations for Decoupled Power System Models. Zhiwei Shen, Felipe Arraño-Vargas, Georgios Konstantinou |
| 2022 | War Economy Analysis after Mortgage Crisis on Stock and Gold with Semi-Stock and Gold with Semi-Covariance Covariance Covariance. Shanyue Tommy Zhou, Zhili Michelle Chen, Jun Steed Huang, Heping Pan |