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title: "Procedia Computer Science 2022 — all accepted papers, page 4"
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# Procedia Computer Science 2022: all accepted papers

2,358 papers · page 4 of 24 · the most cited first · [← Procedia Computer Science 2022](https://md.research.elamur.ai/free/en/venues/procedia-computer-science/2022/)

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301. **[A comparative study on the effect of data imbalance on software defect prediction ↗](https://doi.org/10.1016/j.procs.2022.11.349)**Yanbin Liu, Wen Zhang, Guangjie Qin et al.*22 citations*
302. **[Artificial Intelligence & Agile Innovation: Case of Moroccan Logistics Companies ↗](https://doi.org/10.1016/j.procs.2022.07.059)**Nouhayla Bouanba, Ouafa Barakat, Abdelaziz Bendou*22 citations*
303. **[Balancing Digital Maturity and Operational Performance - Progressing in a Low-digital SME Manufacturing Setting ↗](https://doi.org/10.1016/j.procs.2022.01.247)**Oliver Fuglsang Grooss, Mirko A. Presser, Torben Tambo*22 citations*
304. **[Blockchain-Based Secure Sharing Mechanism of Online Education Data ↗](https://doi.org/10.1016/j.procs.2022.04.037)**Yaofei Wang, Qiurui Sun, Rongfang Bie*22 citations*
305. **[Blockchain-enabled Sustainability Labeling in the Fashion Industry ↗](https://doi.org/10.1016/j.procs.2021.12.015)**Anne-Marthe Rekdal Remme, Stine-Mari Stange, Asle Fagerstrøm et al.*22 citations*
306. **[Briefly Analysis about CNN Accelerator based on FPGA ↗](https://doi.org/10.1016/j.procs.2022.04.036)**Z. Wang, Hengyi Li, Xuebin Yue et al.*22 citations*
307. **[Construction of English Writing Hybrid Teaching Model Based on Machine Learning Automatic Composition Scoring System ↗](https://doi.org/10.1016/j.procs.2022.10.054)**Li Zhou*22 citations*
308. **[Impact of Covid-19 on the Hospitality Industry and Responding to Future Pandemic through Technological Innovation ↗](https://doi.org/10.1016/j.procs.2022.08.102)**Eid Alotaibi, Asharul Islam Khan*22 citations*
309. **[IoT, Environmental Sustainability, Agricultural Supply Chains ↗](https://doi.org/10.1016/j.procs.2022.08.098)**Selwyn Piramuthu*22 citations*
310. **[Microservices for Data Analytics in IoT Applications: Current Solutions, Open Challenges, and Future Research Directions ↗](https://doi.org/10.1016/j.procs.2022.09.456)**Safa Ben Atitallah, Maha Driss, Henda Ben Ghzela*22 citations*
311. **[Organizational Innovation Implications for Manufacturing SMEs: Findings from an Empirical Study ↗](https://doi.org/10.1016/j.procs.2022.01.272)**Ilona Baumane-Vītoliņa, Manuel Woschank, Madara Apsalone et al.*22 citations*
312. **[Predicting A New Hotel Rating System by Analysing UGC Content from Tripadvisor: Machine Learning Application to Analyse Service Robots Influence ↗](https://doi.org/10.1016/j.procs.2022.01.307)**Jorge Calero-Sanz, Alicia Orea-Giner, Teresa Villacé-Molinero et al.*22 citations*
313. **[Prediction of loan default based on multi-model fusion ↗](https://doi.org/10.1016/j.procs.2022.01.094)**LI Xing-yun, Daji Ergu, Di Zhang et al.*22 citations*
314. **[Preference Characteristics on Consumers’ Online Consumption of Fresh Agricultural Products under the Outbreak of COVID-19: An Analysis of Online Review Data Based on LDA Model ↗](https://doi.org/10.1016/j.procs.2022.09.512)**Chaorun Xie, Xiaolong Tian, Xiaochun Feng et al.*22 citations*
315. **[Production planning optimisation in a sustainable hybrid manufacturing remanufacturing production system ↗](https://doi.org/10.1016/j.procs.2022.01.325)**Houria Lahmar, Mohammed Dahane, Nadia Kinza Mouss et al.*22 citations*
316. **[The impact of governance structure on bank performance: A cross-country panel analysis using statistical learning algorithms ↗](https://doi.org/10.1016/j.procs.2022.07.073)**Oumniya Amrani, Amal Najab, Mohamed Azmi*22 citations*
317. **[Which tools are needed to implement Lean Production in an Industry 4.0 environment? A literature review ↗](https://doi.org/10.1016/j.procs.2022.01.377)**Luca Silvestri, Tommaso Gallo, Cecilia Silvestri*22 citations*
318. **[A Blockchain-based platform for data management and sharing ↗](https://doi.org/10.1016/j.procs.2022.07.014)**Sandra Kumi, Richard K. Lomotey, Ralph Deters*21 citations*
319. **[A Customizable Web Platform to Manage Standards Compliance of Information Security and Cybersecurity Auditing ↗](https://doi.org/10.1016/j.procs.2021.11.070)**Mário Antunes, Marisa da Silva Maximiano, Ricardo Gomes*21 citations*
320. **[A Virtual Reality Approach for Assisting Sustainable Human-Centered Ergonomic Design: The ErgoVR tool ↗](https://doi.org/10.1016/j.procs.2022.01.335)**Vito Modesto Manghisi, Alessandro Evangelista, Antonio Emmanuele Uva*21 citations*
321. **[A review of natural scene text detection methods ↗](https://doi.org/10.1016/j.procs.2022.01.185)**Lingqian Yang, Daji Ergu, Ying Cai et al.*21 citations*
322. **[Abnormality classification in small datasets of capsule endoscopy images ↗](https://doi.org/10.1016/j.procs.2021.12.038)**Filipe Rhodes da Fonseca, Beatriz Nunes, Marta Salgado et al.*21 citations*
323. **[Analysis and modelling of a ML-based NIDS for IoT networks ↗](https://doi.org/10.1016/j.procs.2022.08.023)**Martina Karanfilovska, Teodora Kochovska, Zdravko Todorov et al.*21 citations*
324. **[Cryptographic encoding in modern symmetric and asymmetric encryption ↗](https://doi.org/10.1016/j.procs.2022.09.037)**Володимир Миколайович Рудницький, Олександр Григорович Корченко, Nataliia Lada et al.*21 citations*
325. **[Data Analytics in the Game of Cricket: A Novel Paradigm ↗](https://doi.org/10.1016/j.procs.2022.08.114)**Varad Vishwarupe, Mangesh V. Bedekar, Prachi Manoj Joshi et al.*21 citations*
326. **[Designing a Framework for Collaborative Mixed Reality Training ↗](https://doi.org/10.1016/j.procs.2022.01.287)**Georgi Kostov, Josef Wolfartsberger*21 citations*
327. **[Digital Platforms for SMME Enablement ↗](https://doi.org/10.1016/j.procs.2022.01.278)**Arnesh Telukdarie, Simon Patrick Philbin, Bupe Getrude Mwanza et al.*21 citations*
328. **[Digital transformation of business models: influence of operation and trade variables ↗](https://doi.org/10.1016/j.procs.2022.07.125)**Martha Alexandra García Samper, Harold Bernardo Sukier, Diego Baez Palencia et al.*21 citations*
329. **[Effects of population sampling on agent-based transport simulation of on-demand services ↗](https://doi.org/10.1016/j.procs.2022.03.041)**Grace O. Kagho, Jonas Meli, Dominique Walser et al.*21 citations*
330. **[Enabling Remote School Education using Knowledge Graphs and Deep Learning Techniques ↗](https://doi.org/10.1016/j.procs.2022.12.064)**Lekshmi S Nair, M K Shivani, Jo Cheriyan*21 citations*
331. **[Improving classification algorithm on education dataset using hyperparameter tuning ↗](https://doi.org/10.1016/j.procs.2021.12.171)**Daud Muhajir, Muhammad Osama Akbar, Affindi Mario Bagaskara et al.*21 citations*
332. **[Internet of Things: Protocols, Applications and Security Issues ↗](https://doi.org/10.1016/j.procs.2022.12.030)**Sarika Choudhary, Gaurav Meena*21 citations*
333. **[Lean and green production for the modular construction ↗](https://doi.org/10.1016/j.procs.2022.01.331)**Valentina Caldarelli, Mirko Filipponi, Stefano A. Saetta et al.*21 citations*
334. **[Learner comments-based Recommendation system ↗](https://doi.org/10.1016/j.procs.2022.09.259)**Manar Joundy Hazar, Mounir Zrigui, Mohsen Maraoui*21 citations*
335. **[Overview of 5G-oriented Positioning Technology in Smart Cities ↗](https://doi.org/10.1016/j.procs.2022.03.049)**Salam Traboulsi*21 citations*
336. **[Privacy Threat Analysis for connected and autonomous vehicles ↗](https://doi.org/10.1016/j.procs.2022.10.117)**Badreddine Chah, Alexandre Lombard, Anis Bkakria et al.*21 citations*
337. **[Secure Authentication Scheme for 5G-based V2X Communications ↗](https://doi.org/10.1016/j.procs.2021.12.240)**Meriem Houmer, Mariyam Ouaissa, Mariya Ouaissa*21 citations*
338. **[Smart tourism in Villages: Challenges and the Alpujarra Case Study ↗](https://doi.org/10.1016/j.procs.2022.08.080)**Pedro Flores-Crespo, María Bermúdez-Edo, José Luis García Garrido*21 citations*
339. **[Social Networking Applications: A Comparative Analysis for a Collaborative Learning through Google Classroom and Zoom ↗](https://doi.org/10.1016/j.procs.2022.10.120)**Tariq Abu Hilal, Ala’ Abu Hilal, Hasan Abu Hilal*21 citations*
340. **[The relationship of personal data protection towards internet addiction: Cyber crimes, pornography and reduced physical activity ↗](https://doi.org/10.1016/j.procs.2021.12.129)**Muharman Lubis, Dini Oktarina Dwi Handayani*21 citations*
341. **[Towards Digital Twins for Multi-Sensor Land and Plant Monitoring ↗](https://doi.org/10.1016/j.procs.2022.10.118)**Rui Neves Madeira, Pedro Albuquerque Santos, Oskars Java et al.*21 citations*
342. **[Towards Lifelong Federated Learning in Autonomous Mobile Robots with Continuous Sim-to-Real Transfer ↗](https://doi.org/10.1016/j.procs.2022.10.123)**Xianjia Yu, Jorge Peña Queralta, Tomi Westerlund*21 citations*
343. **[Towards a Pay-Per-X Maturity Model for Equipment Manufacturing Companies ↗](https://doi.org/10.1016/j.procs.2021.12.009)**Joonas Schroderus, Lester Allan Lasrado, Karan Menon et al.*21 citations*
344. **[Towards cross-chain access control model for medical data sharing ↗](https://doi.org/10.1016/j.procs.2022.04.045)**Fangxin Zhao, Jiguo Yu, Biwei Yan*21 citations*
345. **[A Study on The Multi-Attribute Decision Theory and Methods ↗](https://doi.org/10.1016/j.procs.2022.11.210)**Jinyuan Feng, Yunxi Yan, Manling Huang et al.*20 citations*
346. **[A cyber-physical system approach to zero-defect manufacturing in light-gauge steel frame assemblies ↗](https://doi.org/10.1016/j.procs.2022.01.290)**Pablo Martı́nez, Mohamed Al‐Hussein, Rafiq Ahmad*20 citations*
347. **[Algorithmic Approaches to Classify Autism Spectrum Disorders: A Research Perspective ↗](https://doi.org/10.1016/j.procs.2022.03.061)**Shomona Gracia Jacob, Majdi Mohammed Bait Ali Sulaiman, Bensujin Bennet*20 citations*
348. **[Amazon Fine Food Reviews with BERT Model ↗](https://doi.org/10.1016/j.procs.2022.10.056)**Xinyue Zhao, Yuandong Sun*20 citations*
349. **[Bottleneck prediction and data-driven discrete-event simulation for a balanced manufacturing line ↗](https://doi.org/10.1016/j.procs.2022.01.314)**Eugénio M. Rocha, Maria João Lopes*20 citations*
350. **[Data science supporting a question classifier model ↗](https://doi.org/10.1016/j.procs.2022.01.157)**Rafael Ris-Ala José Jardim, Carla Amor Divino Moreira Delgado, Daniel Schneider*20 citations*
351. **[Decision trees for predicting dropout in Engineering Course students in Brazil ↗](https://doi.org/10.1016/j.procs.2022.11.285)**Ari Melo Mariano, Arthur Bandeira de Magalhães Lelis Ferreira, Maíra Rocha Santos et al.*20 citations*
352. **[Design and simulation of global model for carbon emission reduction using IoT and artificial intelligence ↗](https://doi.org/10.1016/j.procs.2022.08.076)**Kezban Alpan, Kubra Tuncal, Çağrı Özkan et al.*20 citations*
353. **[Diagnostic analysis for outlier detection in big data analytics ↗](https://doi.org/10.1016/j.procs.2021.12.189)**Fakhitah Ridzuan, Wan Mohd Nazmee Wan Zainon*20 citations*
354. **[Examples of the use of Data Envelopment Analysis (DEA) to assess the financial effectiveness of insurance companies ↗](https://doi.org/10.1016/j.procs.2022.09.454)**Karolina Smętek, Danuta Zawadzka, Agnieszka Maryla Strzelecka*20 citations*
355. **[How ICT usage affect frugal innovation in Mexican small firms. The mediating role of entrepreneurial orientation ↗](https://doi.org/10.1016/j.procs.2022.01.028)**Héctor Cuevas Vargas, Neftalí Párga Montoya*20 citations*
356. **[IT architects and IT-business alignment: a theoretical review ↗](https://doi.org/10.1016/j.procs.2021.11.067)**Christof Gellweiler*20 citations*
357. **[IT service management evaluation method based on content, context, and process approach: A literature review ↗](https://doi.org/10.1016/j.procs.2021.12.157)**Ari Widianto, Apol Pribadi Subriadi*20 citations*
358. **[Managing Efficiency in Digital Transformation – EU Member States Performance during the COVID-19 Pandemic ↗](https://doi.org/10.1016/j.procs.2022.08.053)**Mircea Radu Georgescu, Eduard Alexandru Stoıca, Ioana Andreea Bogoslov et al.*20 citations*
359. **[Product or process innovation? The dilemma for exporting SMEs in emerging economies: the case of the Colombian Caribbean ↗](https://doi.org/10.1016/j.procs.2021.12.296)**Eduardo Muñoz, Nohora Mercado-Caruso, David Ovallos-Gazabon et al.*20 citations*
360. **[Research on Graph Neural Network in Stock Market ↗](https://doi.org/10.1016/j.procs.2022.11.242)**Wenjun Zhang, Zhensong Chen, Jianyu Miao et al.*20 citations*
361. **[TS_XGB:Ultra-Short-Term Wind Power Forecasting Method Based on Fusion of Time-Spatial Data and XGBoost Algorithm ↗](https://doi.org/10.1016/j.procs.2022.01.140)**Jiading Jiang, Feng Wang, Rui Tang et al.*20 citations*
362. **[Technology-Assisted Motivational Interviewing: Developing a Scalable Framework for Promoting Engagement with Tobacco Cessation Using NLP and Machine Learning ↗](https://doi.org/10.1016/j.procs.2022.09.091)**Ahson Saiyed, John F. Layton, Brian E. Borsari et al.*20 citations*
363. **[The impact analysis of information technology alignment for information sharing and supply chain integration on customer responsiveness ↗](https://doi.org/10.1016/j.procs.2021.12.193)**Achmad Wildan Nabila, Mahendrawathi ER, James C. Chen et al.*20 citations*
364. **[A Comparative Analysis of Multicriteria Methods AHP-TOPSIS-2N, PROMETHEE-SAPEVO-M1 and SAPEVO-M: Selection of a Truck for Transport of Live Cargo ↗](https://doi.org/10.1016/j.procs.2022.11.152)**Mateus José De Siqueira Silva, Pedro Paulo Mendes Tomaz, Bruno Pereira Diniz et al.*19 citations*
365. **[Analysis of Stopping Sight Distance (SSD) Parameters: A Review Study ↗](https://doi.org/10.1016/j.procs.2022.03.019)**Christian J. R. Samson, Qinaat Hussain, Wael Alhajyaseen*19 citations*
366. **[Classification and Positioning of Circuit Board Components Based on Improved YOLOv5 ↗](https://doi.org/10.1016/j.procs.2022.10.085)**Jun Chen, Erdemt Bao, Jingyu Pan*19 citations*
367. **[Clustering of scientific articles using natural language processing ↗](https://doi.org/10.1016/j.procs.2022.09.403)**Barbara Probierz, Jan T. Kozák, Anita Hrabia*19 citations*
368. **[Combining Data Lake and Data Wrangling for Ensuring Data Quality in CRIS ↗](https://doi.org/10.1016/j.procs.2022.10.171)**Otmane Azeroual, Joachim Schöpfel, Dragan Ivanović et al.*19 citations*
369. **[Deep Flamingo Search and Reinforcement Learning Based Recommendation System for E-Learning Platform using Social Media ↗](https://doi.org/10.1016/j.procs.2022.12.022)**N. Vedavathi, R Suhas Bharadwaj*19 citations*
370. **[Detection of data drift in a two-dimensional stream using the Kolmogorov-Smirnov test ↗](https://doi.org/10.1016/j.procs.2022.09.049)**Piotr Porwik, Benjamin Mensah Dadzie*19 citations*
371. **[Digitization in the insurance sector – challenges in the face of the Covid-19 pandemic ↗](https://doi.org/10.1016/j.procs.2022.09.225)**Dariusz Pauch, Anna Bera*19 citations*
372. **[Ensemble Deep Learning Models for Lung Cancer Diagnosis in Histopathological Images ↗](https://doi.org/10.1016/j.procs.2022.12.049)**Jayant D. Bokefode, MV Panduranga Rao, G. Komarasamy*19 citations*
373. **[Identification of maternal depression risk from natural language collected in a mobile health app ↗](https://doi.org/10.1016/j.procs.2022.09.092)**Tamar Krishnamurti, Kristen Allen, Laila Hayani et al.*19 citations*
374. **[Internal Control Quality, Related Party Transactions and Accounting Information Comparability ↗](https://doi.org/10.1016/j.procs.2022.01.159)**Jing Li, Tongshui Xia, Dengsheng Wu*19 citations*
375. **[Leather Defect Detection Using Semantic Segmentation: A Hardware platform and software prototype ↗](https://doi.org/10.1016/j.procs.2022.08.070)**Salik Ram Khanal, Jorge Alexandre Monteiro de Carvalho Silva, Luís Magalhães et al.*19 citations*
376. **[Live Sentiment Analysis Using Multiple Machine Learning and Text Processing Algorithms ↗](https://doi.org/10.1016/j.procs.2022.07.023)**Andrew Motz, Elizabeth Ranta, Adan Sierra Calderon et al.*19 citations*
377. **[Strategic entrepreneurship for achieving customers repurchase intention amidst pandemic COVID-19 on digital multi-sided platform: A case of Traveloka ↗](https://doi.org/10.1016/j.procs.2021.12.138)**Nisa Aura El Shiffa, Filda Rahmiati, Adhi Setyo Santoso et al.*19 citations*
378. **[Systematic Development of a Competence Profile for Industrial Logistics Engineering Education ↗](https://doi.org/10.1016/j.procs.2022.01.274)**Corina Pacher, Manuel Woschank, Erwin Rauch et al.*19 citations*
379. **[The AHP method in the optimization of the epoxidation of allylic alcohols ↗](https://doi.org/10.1016/j.procs.2022.09.100)**Aleksandra Radomska-Zalas*19 citations*
380. **[Video-based Fire Smoke Detection Using Temporal-spatial Saliency Features ↗](https://doi.org/10.1016/j.procs.2021.12.275)**Zili Zhang, Qingyong Jin, Lina wang et al.*19 citations*
381. **[A Mobile Manipulator System for Accurate and Efficient Spraying on Large Surfaces ↗](https://doi.org/10.1016/j.procs.2022.01.354)**Neel Dhanaraj, Yeo Jung Yoon, Rishi K. Malhan et al.*18 citations*
382. **[A Novel Approach towards Windows Malware Detection System Using Deep Neural Networks ↗](https://doi.org/10.1016/j.procs.2022.12.017)**Usha Divakarla, K. Hemant Kumar Reddy, K Chandrasekaran*18 citations*
383. **[A method for project portfolio risk assessment considering risk interdependencies – a network perspective ↗](https://doi.org/10.1016/j.procs.2021.12.096)**Camilo Andrés Micán Rincón, Gabriela Fernandes, Madalena Araújo*18 citations*
384. **[A new method of localizing brain activity using the scalp EEG data ↗](https://doi.org/10.1016/j.procs.2022.11.036)**A. Vartanov*18 citations*
385. **[An Efficient Signature Recognition System Based on Gradient Features and Neural Network Classifier ↗](https://doi.org/10.1016/j.procs.2021.12.258)**Ouafae El Melhaoui, Soukaina Benchaou*18 citations*
386. **[An overview of Industry 4.0 Applications for Advanced Maintenance Services ↗](https://doi.org/10.1016/j.procs.2022.01.277)**Nguyen Ngoc Hien, Ganix Lasa, Ion Iriarte et al.*18 citations*
387. **[Barriers to innovative activity of enterprises in the sustain development in times of crisis ↗](https://doi.org/10.1016/j.procs.2022.09.372)**Karolina Beyer*18 citations*
388. **[Big Data as a Service and Application for Indian Banking Sector ↗](https://doi.org/10.1016/j.procs.2022.12.090)**Jaspreet Singh, Gurpreet Singh, Muskan Gahlawat et al.*18 citations*
389. **[Blockchain Base Community Cluster-Federated Learning for Secure Aggregation of Healthcare Data ↗](https://doi.org/10.1016/j.procs.2022.12.077)**Divya Jatain, Vikram Sıngh, Naveen Dahiya*18 citations*
390. **[Carbon trading price forecasting: based on improved deep learning method ↗](https://doi.org/10.1016/j.procs.2022.11.250)**Feng Wang, Jiading Jiang, Junyi Shu*18 citations*
391. **[Data Architecture and Big Data Analytics in Smart Cities ↗](https://doi.org/10.1016/j.procs.2022.09.475)**El Mehdi Ouafiq, Mourad Raif, Abdellah Chehri et al.*18 citations*
392. **[Design and Implementation of Soil Moisture Monitoring and Irrigation System based on ARM and IoT ↗](https://doi.org/10.1016/j.procs.2022.10.067)**Ping Tan, Eyasu Teshome Gebremariam, Md Sezadur Rahman et al.*18 citations*
393. **[Digital Evidence Management System for Cybercrime Investigation using Proxy Re-Encryption and Blockchain ↗](https://doi.org/10.1016/j.procs.2022.12.008)**Harshwardhan Chougule, Dhadiwal Sunny, Mehul Lokhande et al.*18 citations*
394. **[Digital Finance, Trade Credit and Enterprise Independent Innovation ↗](https://doi.org/10.1016/j.procs.2022.04.042)**Yongkui Li, Xiaokang Liu*18 citations*
395. **[Digital transformation as distributed leadership: Firing the change agent ↗](https://doi.org/10.1016/j.procs.2021.12.011)**Anne-Christine Rosfeldt Lorentzen*18 citations*
396. **[Essential Oil Plants Image Classification Using Xception Model ↗](https://doi.org/10.1016/j.procs.2022.08.048)**Jeremy Onesimus Carnagie, Aditya Rio Prabowo, Eko Prasetya Budiana et al.*18 citations*
397. **[Factors associated with adolescents’ engagement with a Healthy Lifestyles app ↗](https://doi.org/10.1016/j.procs.2022.09.085)**Louise K. Thornton, Hannah Brown, Bridie Osman et al.*18 citations*
398. **[Impact of Cobots on automation ↗](https://doi.org/10.1016/j.procs.2022.11.150)**Gastón Lefranc, Ismael López-Juárez, Román Osorio-Comparán et al.*18 citations*
399. **[Improving the Interpretability of GradCAMs in Deep Classification Networks ↗](https://doi.org/10.1016/j.procs.2022.01.260)**Alfred Schöttl*18 citations*
400. **[Occupational Safety & Ergonomics training of Future Industrial Engineers: a Project-Based Learning Approach ↗](https://doi.org/10.1016/j.procs.2022.08.119)**Ana Colim, ́Paula Carneiro, José Dinis‐Carvalho et al.*18 citations*

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