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20th INDIN 2022: Perth, Australia
- 20th IEEE International Conference on Industrial Informatics, INDIN 2022, Perth, Australia, July 25-28, 2022. IEEE 2022, ISBN 978-1-7281-7568-3
- Midhun Xavier, Victor Dubinin, Sandeep Patil, Valeriy Vyatkin:
Process mining in industrial control systems. 1-6 - Stefan Biffl, Sebastian Kropatschek, Elmar Kiesling, Kristof Meixner, Arndt Lüder:
Risk-Driven Derivation of Operation Checklists from Multi-Disciplinary Engineering Knowledge. 7-14 - Huiying Zhou, Longqiang Wang, Baicun Wang, Geng Yang:
Human-centric Application in Cyber-Physical System: An Inertial-based Motion Capture and Recognition System. 15-20 - Alejandro López
, Lucas Sakurada, Paulo Leitão
Technology-Independent Demonstrator for Testing Industry 4.0 Solutions. 21-26 - Luis Alberto Cruz Salazar
Industrial Artificial Intelligence: A Predictive Agent Concept for Industry 4.0. 27-32 - Anna Florea
Applying IEEE 1278.1-2012 Concepts to Support Integration of Digital Twins in Industrial Applications. 33-40 - Yulia Berezovskaya
Reinforcement learning approach to implementation of individual controllers in data centre control system. 41-46 - Angel Biskupovic, Felipe Núñez:
Graph-based Information Modeling for ICPS. 47-52 - Reinder J. Bril:
Exact schedulability analysis of systems based on multi-rate periodic cyclic executives. 53-60 - Hoa Tran-Dang, Dong-Seong Kim:
Dynamic Task Offloading Approach for Task Delay Reduction in the IoT-enabled Fog Computing Systems. 61-66 - Mohammad Samadi Gharajeh
Configuration of Parallel Real-Time Applications on Multi-Core Processors. 67-73 - Ryan Kurte
A Specification for a Decentralised Internet of Things. 74-80 - Laurin Prenzel, Simon Hofmann, Sebastian Steinhorst
Rollback Sequences for Dynamic Reconfiguration of IEC 61499. 81-86 - Alexandros Gkillas, Aris S. Lalos:
Missing Data Imputation for Multivariate Time series in Industrial IoT: A Federated Learning Approach. 87-94 - Snigdha Mohanty, Julien Abinahed, Abdulla Al-Ansari, Subhashree Mishra
Towards Developing a Liver Segmentation Method for Hepatocellular Carcinoma Treatment Planning. 95-100 - Huan Wang, Zi Teng, Chengdong Wu, Sonya Coleman:
Facial Landmarks and Generative Priors Guided Blind Face Restoration. 101-106 - Mohamad Mazen Hittawe
Efficient SST prediction in the Red Sea using hybrid deep learning-based approach. 107-117 - Hadil Abukwaik, Lefter Sula, Pablo Rodriguez:
Context-Enriching Feature Selection Method for Industrial Machine Learning. 115-122 - Jaekwon Lee, Jooyoung Kim, Kar-Ann Toh:
Identity Verification based on the RGB and NIR Images of the Palm. 123-128 - 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:
Computer Vision Techniques to Support Biosensors Based on Burrowing Clams. 129-134 - Qing Tang, Kang-Hyun Jo:
Unsupervised Object Re-identification via Instances Correlation Loss. 135-139 - Wei-Yi Yang, Ya-Shu Chen, Jin-Wen Xiao:
A Lazy Engine for High-utilization and Energy-efficient ReRAM-based Neural Network Accelerator. 140-145 - Congyue Zhang, Xiaobo Dou, Yongqing Lv, Xingfeng Xie:
Multi-Bus-Based Distributed Secondary Voltage Control for Microgrids. 146-150 - Yuanzhen Liu
Feasibility of using Gyroscope to Derive Keys for Mobile Phone and Smart Wearable. 151-156 - Samaneh Sadat Sajjadi, Najmeh Bazmohammadi
Control of Battery Storage Systems in Residential Grids: Model-based vs. Data-Driven Approaches. 157-161 - Maxim Friesen
Multi-Agent Deep Reinforcement Learning For Real-World Traffic Signal Controls - A Case Study. 162-169 - Zhiwei Shen, Felipe Arraño-Vargas
Validation of Distributed Real-Time Simulations for Decoupled Power System Models. 170-174 - Liaqat Ali, M. Imran Azim, Jan Peters, Vivek Bhandari, Anand Menon, Vinod Tiwari, Jemma Green:
A Win-Win Local Energy Market for Participants, Retailers, and the Network Operator : A Peer-to-Peer Trading-driven Case Study. 175-179 - Alaettin Dogan, Aron Schnakenbeck
Distributed ledger-based authentication and authorization for Industrie 4.0 components. 180-187 - Felix Specht, Jens Otto, Jens Eickmeyer:
Cyberattack Impact Reduction using Software-Defined Networking for Cyber-Physical Production Systems. 188-194 - Hongwei Li, Danai Chasaki:
Network-Based Machine Learning Detection of Covert Channel Attacks on Cyber-Physical Systems. 195-201 - José Luis Conradi Hoffmann, Leonardo Passig Horstmann, Antônio Augusto Fröhlich:
A PUF-based Secure Bootstrap Protocol for Cyber-Physical System Networks. 202-207 - Marie Clausen, Johann Schütz:
Identifying Security Requirements for Smart Grid Components: A Smart Grid Security Metric. 208-213 - Farzana Zahid, Gustavo Silva Funchal
DDoS Attacks on Smart Manufacturing Systems: A Cross-Domain Taxonomy and Attack Vectors. 214-219 - Inês Lino, José Cecílio
A Comparative Analysis of the Impact of Cryptography in IoT LoRa Applications. 220-225 - David Allison
Digital Twin-Enhanced Methodology for Training Edge-Based Models for Cyber Security Applications. 226-232 - Zhipeng Yuan, Shunbao Li, Po Yang, Yang Li:
Lightweight Object Detection Model with Data Augmentation for Tiny Pest Detection. 233-238 - Yifan Wang
Mushroom-YOLO: A deep learning algorithm for mushroom growth recognition based on improved YOLOv5 in agriculture 4.0. 239-244 - Kam Wing Huang, Bruno J. Silva
A Head Motion Recognition Approach for Alertness Detection. 245-250 - Fan Yang, Lei Shu, Qin Su, Guangjie Han:
Optimal Deployment of IoT-based Solar Insecticide Lamps under Coverage and Maintenance Cost Considerations. 251-256 - Kai-yu Tsang, Zuneera Umair, Umair Mujtaba Qureshi, Inez Maria Zwetsloot
An IoT-based Optimized Watering System for Plants. 257-262 - Vladimir Berezovsky
Orthoimage Super-Resolution via Deep Convolutional Neural Networks. 263-268 - Torben Miny, Sebastian Heppner, Igor Garmaev, Tobias Kleinert, Marko Ristin, Hans Wernher van de Venn, Björn Otto, Karsten Meinecke, Christian Diedrich, Nico Braunisch
Semi-Automatic Testing of Data-Focused Software Development Kits for Industrie 4.0. 269-274 - Lanxin Li, Chengqi Xue, Wenzhe Tang:
Emotional Experience Design of B2C Web site Based on Emotion Recognition. 275-279 - Pedro Melo, Rafael Arrais, Sérgio Teixeira, Germano Veiga:
A Container-Based Framework for Developing ROS Applications. 280-285 - Michael Oberlehner, Virendra Ashiwal, Alois Zoitl, James H. Christensen:
Using Modules to Manage the Content of IEC 61499 Type Libraries. 286-292 - Abdallah A. Abdallah, Ip-Shing Fan
Towards Building Ontology-Based Applications for Integrating Heterogeneous Aircraft Maintenance Records. 293-299 - Laban Asmar, Khoren Grigoryan, Arno Kühn, Roman Dumitrescu
Survey on methods for early prototyping and validation of technical product ideas. 300-305 - Quang-Duy Nguyen
From Requirement Specification to OPC UA Information Model Design: A Product Assembly Line Monitoring Case Study. 306-311 - Joseph Hirsch, Marius Lichtblau, Marian Lingsch Rosenfeld, Kilian Telschig, Alexander Knapp:
Cube Bot - A Smart Factory Showcase for the Real-Time Container Architecture. 312-316 - Xuan-Thuy Vo, Tien-Dat Tran, Duy-Linh Nguyen, Kang-Hyun Jo:
Multi-level Feature Reweighting and Fusion for Instance Segmentation. 317-322 - Kohjiro Hashimoto, Daichi Yanagihara, Hiroshi Kuniyuki, Kae Doki, Yuki Funabora, Shinji Doki:
Study on Clustering Method of Driving Behavior Data Based on Variational Auto Encoder and Coupled-GP-HSMM. 323-328 - Robert F. Maack, Hasan Tercan, Tobias Meisen
Deep Learning based Visual Quality Inspection for Industrial Assembly Line Production using Normalizing Flows. 329-334 - Steve Yuwono, Andreas Schwung
The Impact of Communication and Memory in State-Based Potential Game-based Distributed Optimization. 335-340 - Xiaoyue Liu, Cong Peng:
Partial Domain Intelligent Diagnosis Method for Rotor-Bearing System Based on Deep Learning. 341-346 - ZhaoZhou Cai, Cong Peng, Bingyun Yang, Xiaoyue Liu:
An Intelligent Area Localization Framework for Rotating Machine Vision Vibration Measurement. 347-352 - Haoren Guo, Haiyue Zhu, Jiahui Wang
Masked Self-Supervision for Remaining Useful Lifetime Prediction in Machine Tools. 353-358 - Jiahui Wang
CAM/CAD Point Cloud Part Segmentation via Few-Shot Learning. 359-365 - Marc Brünninghaus, Carsten Röcker:
Low-Code Development in Worker Assistance Systems: Improving Flexibility and Adaptability. 366-373 - Kazuyo Iwamoto:
Mixed Environment of Real and Virtual Objects for Task Training using Binocular Video See-through Display and Haptic Device. 374-379 - Tapio Heikkilä
Entropy-based coordination for maintenance tasks of an autonomous mobile robot system. 380-386 - Abdul Rehan Khan Mohammed, Jiayi Zhang, Ahmad Bilal:
Observer-Based Robust Adaptive Tracking for Uncertain Robot Manipulators with External Force Disturbance Rejection. 387-392 - Muhammed Zemzemoglu
Design and Implementation of a Vision Based In-Situ Defect Detection System of Automated Fiber Placement Process. 393-398 - Jaime Marco-Rider, Tuan Anh Tran, Eirik B. Njaastad
Supporting robotic welding of aluminium with a laser line scanner-based trigger definition method. 399-406 - Kamal Rsetam, Mohammad Al-Rawi
Robust Continuous Sliding Mode Controller for Uncertain Canonical Brunovsky Systems Using Reduced Order Extended State Observer. 407-412 - Nikolaos D. Kouvakas, Fotis N. Koumboulis
Model Following through a Metaheuristic PD Controller for a Magnetic Levitation System. 413-420 - Marcel Müller, Jan-Martin Knorr, Daniel Behnke, Christian Arendt
Enhancing Reliability by Combining Manufacturing Processes and Private 5G Networks. 421-428 - João Palmeira, Gustavo Coelho, Adriano Carvalho
Migrating legacy production lines into an Industry 4.0 ecosystem. 429-434 - Eric Chiquito, Ulf Bodin, Kåre Synnes:
A multi-attribute auctioning system for the circular economy with Ricardian contracts. 435-441 - Nikos Piperigkos
Robustifying cooperative awareness in autonomous vehicles through local information diffusion. 442-447 - Kazuaki Kondo, Wang Tianyue, Yuichi Nakamura, Yuichi Sasaki, Miho Kawamura:
Hand-object Interaction Definition and Recognition for Analyzing Manual Assembly Behaviors. 448-455 - Chen Zhang, Lifeng Wu
Life prediction model of lithium-ion batteries in the early-cycle stage based on convolutional long short-term memory with attention mechanism. 456-462 - Luyue Ji, Wenjie Wu, Chaojie Gu, Jichao Bi, Shibo He, Zhiguo Shi:
Network Calculus-based Routing and Scheduling in Software-defined Industrial Internet of Things. 463-468 - Jan Kuschan, Hristo Filaretov, Jörg Krüger:
Inertial Measurement Unit based Human Action Recognition Dataset for Cyclic Overhead Car Assembly and Disassembly. 469-476 - Andreia Silva, Ana Correia Simões, Renata Blanc:
Criteria to consider in a decision model for collaborative robot (cobot) adoption: A literature review. 477-482 - Ana P. Lopes
Documentation-driven GUI development for integration of image processing libraries. 483-488 - Guanwen Cui, Zhezhuang Xu
Offset Estimation Based on ARIMA-LSTM for Time Synchronization in Single Twisted Pair Ethernet. 489-494 - Mei Zhou, Ying Kong, Jianwu Lin:
Financial Topic Modeling Based on the BERT-LDA Embedding. 495-500 - Jifeng Sun, Yinghe Qing, Chang Liu, Jianwu Lin:
Self-FTS: A Self-Supervised Learning Method for Financial Time Series Representation in Stock Intraday Trading. 501-506 - Su Wang, Hongxin Huan, Seng Fat Wong, Joseph Yen:
FPGA based Implied Volatility Calculation with Multi-section Method. 507-514 - Qihang Zhou, Yihao Wu, Chaojie Gu, Wenchao Meng, Shibo He, Zhiguo Shi:
AASPMP: Design and Implementation of Production Management Platform Based on AAS. 515-520 - Li Zhao, Nathee Naktnasukanjn, Lei Mu, Haichuan Liu, Heping Pan:
Fundamental Quantitative Investment Theory and Technical System Based On Multi-Factor Models. 521-526 - Shanyue Tommy Zhou, Zhili Michelle Chen, Jun Steed Huang, Heping Pan:
War Economy Analysis after Mortgage Crisis on Stock and Gold with Semi-Stock and Gold with Semi-Covariance Covariance Covariance. 527-533 - Jia Miao, Jianwu Lin, Shenglei Hu, Guangling Liu:
Sentiment Analysis of Board Secretaries' Q&R Data. 534-539 - Mohammed Sharafath Abdul Hameed, Venkata Harshit Koneru, Johannes Pöppelbaum, Andreas Schwung
Curriculum Learning in Peristaltic Sortation Machine. 540-545 - Simon Rädler
Integration of Machine Learning Task Definition in Model-Based Systems Engineering using SysML. 546-551 - Ahmad Terra, Rafia Inam, Pedro Batista, Elena Fersman:
Using Counterfactuals to Proactively Solve Service Level Agreement Violations in 5G Networks. 552-559 - Alexandre Oliveira Júnior
Learning Cybersecurity in IoT-based Applications through a Capture the Flag Competition. 560-565 - Lingzhi Li, Qimin Xu, Yanzhou Zhang, Lei Xu, Yingxiu Chen, Cailian Chen:
Learning-based Automatic Report Generation for Scheduling Performance in Time-Sensitive Networking. 566-571 - Terence Sweeney, Sonya Coleman, Dermot Kerr:
Deep Learning for Semiconductor Defect Classification. 572-577 - Lucas J. Faria
Tweet and News Sentiment Indicators and the Behavior of the Brazilian Stock Market. 578-583 - Mercedes Chacón Vásquez
Control over networks: A case study of Wastewater Treatment Plants. 584-587 - Tatiana Liakh
Formal model of IEC 61499 execution trace in FBME IDE. 588-593 - Santiago Soler Perez Olaya, Martin Wollschlaeger
Comprehensive Management Function Model: Generality and Workflow. 594-599 - Nico Braunisch
Adaptive Industrial IoT gateway using kafka streaming platform. 600-605 - Sige Liu, Peng Cheng, Zhuo Chen, Wei Xiang, Branka Vucetic, Yonghui Li:
A Contextual Bandit Learning Based Quality Test System in 5G-Enabled IIoT. 606-611 - Vitor Vasconcelos, Érico Leão, Natanael Ribeiro, Francisco Vasques
A Scheduled Cluster-Tree Topology to Enable Wide-Scale LoRaWAN Networks. 612-617 - Birgit Vogel-Heuser, Eva-Maria Neumann
Maturity Levels for Automation Software Engineering in automated Production Systems. 618-623 - Lukas Johannes Dust, Emil Persson, Mikael Ekström, Saad Mubeen, Emmanuel Dean:
Quantitative analysis of communication handling for centralized multi-agent robot systems using ROS2. 624-629 - Jingfang Ding, Meng Zheng:
Resource Allocation and Retransmission Scheme for URLLC in Industrial Wireless Networks with Mixed Traffic. 630-635 - Miguel Lino, Carlos Montez, Érico Leão, Ricardo Lira
Impact Analysis of Data Clustering Techniques for Data-Based Topological Formation in WSNs. 636-641 - Yuanyuan Qi
Image Processing Based Implied Volatility Surface Analysis for Asset movement Forecasting. 642-649 - Zhaofan Su, Jianwu Lin, Zhang Chengshan:
Genetic Algorithm Based Quantitative Factors Construction. 650-655 - Heping Pan:
A General Intelligent Portfolio Theory with Strength Investing and Sector Rotation in Stock Markets. 656-661 - Shaowei Xu
Asset Movement Forcasting with the Implied Volatility Surface Analysis Based on SABR Model. 662-667 - Zhenhuan Huang, Guansheng Wu, Xiang Qian, Baochang Zhang:
Graph Attention Network for Financial Aspect-based Sentiment Classification with Contrastive Learning. 668-673 - Yinghe Qing, Jifeng Sun, Ying Kong, Jianwu Lin:
Fundamental Multi-factor Deep-learning Strategy For Cryptocurrency Trading. 674-680 - Haiping Wang, Xin Zhou:
Less is More: Bitcoin Volatility Forecast Using Feature Selection and Deep Learning Models. 681-688 - Wenrui Zhao, Chengyi Pu:
Study on the Relationship between Mixed Tail Risk and Expected Stock Returns. 689-697 - Gianluca Manca
Identification of Industrial Alarm Floods Using Time Series Classification and Novelty Detection. 698-705 - Shixiang Lu, Zhiwei Gao, Qifa Xu, Cuixia Jiang, Aihua Zhang, Dongdong Wu:
Non-rechargeable battery remaining useful life prediction with interactive attention sequence to sequence network. 706-710 - Xiaoxiang Hu, Kejun Dong, Teng Yang, Bing Xiao:
Reinforcement Learning based Optimal Tracking Control for Hypersonic Flight Vehicle: A Model Free Approach. 711-717 - Bo Cao, Lina Yao:
Fault diagnosis for bilinear stochastic distribution systems with actuator fault. 718-722 - Jialin Lin, Xiaoxu Liu, Zhongxing Ren:
Fuzzy PID Control for Multi-joint Robotic Arm. 723-728 - Yuan Hao Li, Luiz Cesar Gualberto Veras Inoue, Roopak Sinha:
Real-time OEE visualisation for downtime detection. 729-734 - Fatemeh Kakavandi
Product Quality Control in Assembly Machine under Data Restricted Settings. 735-741 - Dapeng Zhang, David Zhiwei Gao:
A GAN-based fault detection for dynamic process with deconvolutional networks. 742-745
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