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title: "Procedia Computer Science 2022 — all accepted papers, page 6"
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# Procedia Computer Science 2022: all accepted papers

2,358 papers · page 6 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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501. **[Musical Instrument Recognition with a Convolutional Neural Network and Staged Training ↗](https://doi.org/10.1016/j.procs.2022.09.307)**Dominika Szeliga, Paweł Tarasiuk, Bartłomiej Stasiak et al.*15 citations*
502. **[On the Resilience of Shallow Machine Learning Classification in Image-based Malware Detection ↗](https://doi.org/10.1016/j.procs.2022.09.047)**Rosangela Casolare, Giovanni Ciaramella, Giacomo Iadarola et al.*15 citations*
503. **[Optimization of the distribution logistics network: a case study of the metalworking industry in Colombia ↗](https://doi.org/10.1016/j.procs.2021.12.280)**Javier Velásquez Rodríguez, Johana Patricia Cómbita Niño, Kevin Parra Negrete et al.*15 citations*
504. **[Person Fall Detection System Based on Video Stream Analysis ↗](https://doi.org/10.1016/j.procs.2021.12.305)**Nazar Mamchur, Nataliya Shakhovska, Michal Greguš*15 citations*
505. **[Purchase intention through search engine marketing: E-marketplace provider in Indonesia ↗](https://doi.org/10.1016/j.procs.2021.12.160)**Mudjahidin, Nur Laili Sholichah, Andre Parvian Aristio et al.*15 citations*
506. **[Rice phenology classification based on random forest algorithm for data imbalance using Google Earth engine ↗](https://doi.org/10.1016/j.procs.2021.12.201)**Hady Suryono, Heri Kuswanto, Nur Iriawan*15 citations*
507. **[Simulation of Vehicles’ Gap Acceptance Decision at Unsignalized Intersections Using SUMO ↗](https://doi.org/10.1016/j.procs.2022.03.043)**Mohammad Bagheri, Bekir Bartin, Kaan M. A. Özbay*15 citations*
508. **[Simulation-based investigation of transport scenarios for Hamburg ↗](https://doi.org/10.1016/j.procs.2022.03.076)**Tilmann Schlenther, Péter Wagner, Gregor Rybczak et al.*15 citations*
509. **[Text Summarization Using Document and Sentence Clustering ↗](https://doi.org/10.1016/j.procs.2022.12.038)**Sumathi Pawar, H Manjula Gururaj, Niranajan N Chiplunar*15 citations*
510. **[The effect of Electronic Health Records on the medical professional identity of physicians: a systematic literature review ↗](https://doi.org/10.1016/j.procs.2021.12.014)**Albert Boonstra, Janita F.J. Vos, Lars Rosenberg*15 citations*
511. **[The role of Big Data in the business challenge of Covid-19: a systematic literature review in managerial studies ↗](https://doi.org/10.1016/j.procs.2022.01.375)**Michela Piccarozzi, Barbara Aquilani*15 citations*
512. **[The spillover effect of VIX and oil price on the exchange rate volatility among Belt and Road countries ↗](https://doi.org/10.1016/j.procs.2022.01.095)**Xueqing Geng, Kun Guo*15 citations*
513. **[Towards Secure and Interoperable Underwater Acoustic Communications: Current Activities in NATO IST-174 Research Task Group ↗](https://doi.org/10.1016/j.procs.2022.09.018)**Alexander Hamilton, Jack Barnett, Amy-Mae Hobbs et al.*15 citations*
514. **[Towards predictive maintenance: the case of the aeronautical industry ↗](https://doi.org/10.1016/j.procs.2022.07.115)**Maria Eddarhri, Jihad Adib, Mustapha Hain et al.*15 citations*
515. **[Tuning Multi-Layer Perceptron by Hybridized Arithmetic Optimization Algorithm for Healthcare 4.0 ↗](https://doi.org/10.1016/j.procs.2022.12.006)**Marko Stankovic, Jelena Gavrilović, Dijana Jovanović et al.*15 citations*
516. **[Usability evaluation of a real-time water quality monitoring mobile application ↗](https://doi.org/10.1016/j.procs.2021.12.185)**Paul B. Bokingkito, Lomesindo T. Caparida*15 citations*
517. **[3D Gaze in Virtual Reality: Vergence, Calibration, Event Detection ↗](https://doi.org/10.1016/j.procs.2022.09.221)**Andrew T. Duchowski, Krzysztof Krejtz, Matias Volonte et al.*14 citations*
518. **[A cloud-based digital twin for monitoring of an adaptive clamping mechanism used for high performance composite machining ↗](https://doi.org/10.1016/j.procs.2022.01.221)**Sam Weckx, Steven Robyns, Jonathan Baake et al.*14 citations*
519. **[AI-backed OCR in Healthcare ↗](https://doi.org/10.1016/j.procs.2022.09.169)**Daniela Gîfu*14 citations*
520. **[Addressing the Challenges to Successfully Manage University-Industry R&D Collaborations ↗](https://doi.org/10.1016/j.procs.2021.12.069)**Gabriela Fernandes, David O’Sullivan, Luís Miguel D. F. Ferreira*14 citations*
521. **[An I4.0 data intensive platform suitable for the deployment of machine learning models: a predictive maintenance service case study ↗](https://doi.org/10.1016/j.procs.2022.01.300)**Ricardo Dintén, Marta Elena Zorrilla*14 citations*
522. **[Automated VPN configuration using DevOps ↗](https://doi.org/10.1016/j.procs.2021.12.298)**Lotfi Firdaouss, Ayoub Bahnasse, Belkadi Manal et al.*14 citations*
523. **[Automatic Classification of Malocclusion ↗](https://doi.org/10.1016/j.procs.2022.10.154)**Idriss Tafala, Farid Bourzgui, Mohammed Bennani Othmani et al.*14 citations*
524. **[Backtesting comparison of machine learning algorithms with different random seed ↗](https://doi.org/10.1016/j.procs.2022.09.248)**Klaudia Kaczmarczyk, Karolina Miałkowska*14 citations*
525. **[Basic digital competence in Norwegian banking ↗](https://doi.org/10.1016/j.procs.2021.12.004)**Julie Norveel, Rolando Gonzalez, Wanda Presthus*14 citations*
526. **[Blockchain Based Data Integrity Security Management ↗](https://doi.org/10.1016/j.procs.2022.12.035)**Shailaja Salagrama, Vimal Bibhu, Ajay Rana*14 citations*
527. **[Blood Bank Management and Inventory Control Database Management System ↗](https://doi.org/10.1016/j.procs.2021.12.261)**Aman Shah, Dev Shah, Devanshi Shah et al.*14 citations*
528. **[Characterization Of Flipped Classroom Model in Higher Education: A Perception from Educational Resilience During Covid-19 Pandemic ↗](https://doi.org/10.1016/j.procs.2022.07.082)**Tatiana Arrieta Barrios, Shirley Llinás Rojas, José Solórzano Movilla et al.*14 citations*
529. **[Classification of Body Weight in Beef Cattle via Machine Learning Methods: A Review ↗](https://doi.org/10.1016/j.procs.2021.12.238)**Moad Hakem, Zakaria Boulouard, Mohamed Kissi*14 citations*
530. **[Comparative Study of Twoing and Entropy Criterion for Decision Tree Classification of Dispersed Data ↗](https://doi.org/10.1016/j.procs.2022.09.301)**Samuel Aning, Małgorzata Przybyła‐Kasperek*14 citations*
531. **[Contributions to the design of mobile applications for visitors of Botanical Gardens ↗](https://doi.org/10.1016/j.procs.2021.12.028)**Stefan Postolache, Rafael Siqueira Torres, Ana Paula Afonso et al.*14 citations*
532. **[Current trends of intelligent, smart packagings in new medical applications ↗](https://doi.org/10.1016/j.procs.2022.09.183)**Tomasz Rydzkowski, Jolanta Wróblewska-Krepsztul, Vijay Kumar Thakur et al.*14 citations*
533. **[Data-Driven Thermal Deviation Prediction in Turning Machine-Tool - A Comparative Analysis of Machine Learning Algorithms ↗](https://doi.org/10.1016/j.procs.2022.01.217)**Nabil Ouerhani, Bernard Loehr, Aïcha Rizzotti-Kaddouri et al.*14 citations*
534. **[Decarbonization Potential of Logistic 4.0 Technologies in Apple Supply Chains ↗](https://doi.org/10.1016/j.procs.2022.01.244)**Julius Brinken, Christina Pabsch, Fabian Behrendt*14 citations*
535. **[Design of Oral English Training System Based on Big Data Content Recommendation Algorithm ↗](https://doi.org/10.1016/j.procs.2022.10.059)**Ying Zhai*14 citations*
536. **[Design of Question-and-Answer Interface using Moodle DATABASE Function ↗](https://doi.org/10.1016/j.procs.2022.09.153)**真之介 山口, Hideki Kondo, Yoshimasa Ohnishi et al.*14 citations*
537. **[Digital Certifications in Moroccan Universities: Concepts, Challenges, and Solutions ↗](https://doi.org/10.1016/j.procs.2022.03.015)**Mohamed Litoussi, Mohamed Fartitchou, Khalid El Makkaoui et al.*14 citations*
538. **[Dynamic Warehouse Environments for Crane Stacking and Scheduling ↗](https://doi.org/10.1016/j.procs.2022.01.347)**Andreas Beham, Sebastian Raggl, Johannes Karder et al.*14 citations*
539. **[Electricity Distribution Efficiency Analysis Using Data Envelopment Analysis (DEA) and Soft System Methodology ↗](https://doi.org/10.1016/j.procs.2022.07.043)**Aries Susanty, Bambang Purwanggono, Chalid Al Faruq*14 citations*
540. **[Evaluation of Mobile Health apps for Non-Medical Cannabis Use: A Scoping Review ↗](https://doi.org/10.1016/j.procs.2021.12.052)**Hayat Sedrati, Zakaria Belrhiti, Chakib Nejjari et al.*14 citations*
541. **[Evaluation of environmental and economic efficiency of transportation in China based on SBM model ↗](https://doi.org/10.1016/j.procs.2022.01.142)**Xu Jiang, Hewen Ma, Xiao Wu et al.*14 citations*
542. **[FLAAP: An Open Human Activity Recognition (HAR) Dataset for Learning and Finding the Associated Activity Patterns ↗](https://doi.org/10.1016/j.procs.2022.10.208)**Prabhat Kumar, S. Suresh*14 citations*
543. **[Financing strategy of SMEs based on the shortage of environmental protection funds ↗](https://doi.org/10.1016/j.procs.2022.01.194)**Wang Haiyang, Zhuang Xiaohui*14 citations*
544. **[Forecasting the Volatility of Specifc Risk for Stocks with LSTM ↗](https://doi.org/10.1016/j.procs.2022.04.015)**Rui Yang Liu, Yong Jiang, Jianwu Lin*14 citations*
545. **[Information Security Management Maturity Models ↗](https://doi.org/10.1016/j.procs.2022.11.037)**Natalia Georgievna Miloslavskaya, Svetlana Tolstaya*14 citations*
546. **[Interactive Sensor Dashboard for Smart Manufacturing ↗](https://doi.org/10.1016/j.procs.2022.01.204)**Somnath Arjun, L. R. D. Murthy, Pradipta Biswas*14 citations*
547. **[Marketing Mix and New Product Diffusion Models ↗](https://doi.org/10.1016/j.procs.2022.08.107)**Luís G. Pinto, Luís Cavique, Jorge Santos*14 citations*
548. **[Multi-body Model Simulating Biodynamic Responseof the Seated Human under Whole-Body Vibration ↗](https://doi.org/10.1016/j.procs.2022.09.055)**Igor Maciejewski, Andrzej Błażejewski, Sebastian Pecolt et al.*14 citations*
549. **[Multiple Models Fusion for Multi-label Classification in Speech Emotion Recognition Systems ↗](https://doi.org/10.1016/j.procs.2022.09.345)**Anwer Slimi, Nafaa Haffar, Mounir Zrigui et al.*14 citations*
550. **[New Undersampling Method Based on the kNN Approach ↗](https://doi.org/10.1016/j.procs.2022.09.399)**Małgorzata Bach*14 citations*
551. **[Redesign of Supply Chain in Fashion Industry based on Strategic Engineering ↗](https://doi.org/10.1016/j.procs.2022.01.392)**Agostino G. Bruzzone, Marina Massei, Marco Frosolini*14 citations*
552. **[Research Information Infrastructure in Ukraine: first steps towards building a national CRIS ↗](https://doi.org/10.1016/j.procs.2022.10.196)**Nataliia Kaliuzhna, Sabina Auhunas*14 citations*
553. **[Research on the function evolution and driving mechanism of rural homestead in Luxian County under the "Rural Revitalization" ↗](https://doi.org/10.1016/j.procs.2022.01.122)**Xingyu LONG, Guo Yukun*14 citations*
554. **[Smart farming architectures based on IoT review: comparative study ↗](https://doi.org/10.1016/j.procs.2022.07.117)**Benlahsiniya Maroua, Rachida Ait Abdelouahid, Abdelaziz Marzak*14 citations*
555. **[Status And Development Of Online Education Platforms In The Post-epidemic Era ↗](https://doi.org/10.1016/j.procs.2022.04.008)**Yixuan Dong, Bo Shao, Bingjie Lou et al.*14 citations*
556. **[Supporting Privacy-Preserving Big Data Analytics on Temporal Open Big Data ↗](https://doi.org/10.1016/j.procs.2021.12.217)**Alfredo Cuzzocrea, Carson Kai-Sang Leung, Anifat M. Olawoyin et al.*14 citations*
557. **[The Effect of Speed Limits and Traffic Signal Control on Emissions ↗](https://doi.org/10.1016/j.procs.2022.03.073)**Jonathan Rhode, Péter Wagner, Theresa Ziemke*14 citations*
558. **[Thematic coverage of CRIS in WoS, Scopus and Dimensions (2000-2020) ↗](https://doi.org/10.1016/j.procs.2022.10.189)**Digna Suárez Fernández, María Josefa Peralta, Yelina Piedra Salomón et al.*14 citations*
559. **[Types of competencies of human talent supported by ICT: definitions, elements, and contributions ↗](https://doi.org/10.1016/j.procs.2022.10.166)**Mauricio Junior Santamaría Ruiz, Reynier Israel Ramírez Molina, Ricardo Romario Antequera Amaris et al.*14 citations*
560. **[Unintentional Compromising Electromagnetic Emanations from IT Equipment: A Concept Map of Domain Knowledge ↗](https://doi.org/10.1016/j.procs.2022.01.344)**Maxwell Martin, Funlade T. Sunmola, David Lauder*14 citations*
561. **[A Blockchain-Based Anonymous Authentication Scheme for Internet of Vehicles ↗](https://doi.org/10.1016/j.procs.2022.03.109)**Haojun Yang, Yuhong Li*13 citations*
562. **[A Deep Learning Model for Opinion mining in Twitter Combining Text and Emojis ↗](https://doi.org/10.1016/j.procs.2022.09.321)**Chaima Messaoudi, Zahia Guessoum, Lotfi ben Romdhane*13 citations*
563. **[A Generative Model for Anomaly Detection in Time Series Data ↗](https://doi.org/10.1016/j.procs.2022.01.261)**Maximilian Hoh, Alfred Schöttl, Henry Schaub et al.*13 citations*
564. **[A Novel COVID-19 Detection Model Based on DCGAN and Deep Transfer Learning ↗](https://doi.org/10.1016/j.procs.2022.08.008)**Murali Krishna Puttagunta, Ravi Subban, C. Nelson Kennedy Babu*13 citations*
565. **[A Systematic Analysis of Community Detection in Complex Networks ↗](https://doi.org/10.1016/j.procs.2022.03.046)**Haji Gul, Feras N. Al-Obeidat, Adnan Amin et al.*13 citations*
566. **[A comparative study of different algorithms using contrived failure data to detect robot anomalies ↗](https://doi.org/10.1016/j.procs.2022.01.265)**Ethan Wescoat, Scott Kerner, Laine Mears*13 citations*
567. **[An analysis of how well serious games cover the PMBOK ↗](https://doi.org/10.1016/j.procs.2021.12.104)**Etiane Marcelino, Luísa Domingues*13 citations*
568. **[An investigation of smart water meter adoption factors at universities ↗](https://doi.org/10.1016/j.procs.2021.12.020)**Mogamad Nieyaaz Adams, Osden Jokonya*13 citations*
569. **[Analysis of critical success factors to mitigate privacy risks in IoT Devices ↗](https://doi.org/10.1016/j.procs.2021.12.005)**Kathryn T. Cormican, Chandrasekhar Dhanapathi*13 citations*
570. **[Bouncing from the Covid-19 Pandemic: Response of an Online Medical Tourism Facilitator Platform ↗](https://doi.org/10.1016/j.procs.2022.08.033)**Trin Thananusak, Ruilin Zhu, Prattana Punnakitikashem*13 citations*
571. **[Classification of targets detected by mmWave radar using YOLOv5 ↗](https://doi.org/10.1016/j.procs.2022.07.056)**Mohamed Lamane, Mohamed Tabaa, Abdessamad Klilou*13 citations*
572. **[Comparative analyses of multi-criteria methods in supplier selection problem ↗](https://doi.org/10.1016/j.procs.2022.09.523)**Bartosz Paradowski, Zdzisław Szyjewski*13 citations*
573. **[Crowdsensing Application on Coalition Game Using GPS and IoT Parking in Smart Cities ↗](https://doi.org/10.1016/j.procs.2022.03.069)**Hasan Abu Hilal, Narmeen Abu Hilal, Ala’ Abu Hilal et al.*13 citations*
574. **[Digital Transformation in Metrology: Building a Metrological Service Ecosystem ↗](https://doi.org/10.1016/j.procs.2022.01.229)**Alexander Oppermann, Samuel Eickelberg, John Exner et al.*13 citations*
575. **[Digital Value Creation in sociotechnical Systems ↗](https://doi.org/10.1016/j.procs.2022.01.245)**Thomas Trabert, Sebastian Beiner, Claudia Lehmann et al.*13 citations*
576. **[Filtering Data Bins of UWB Radars for Activity Recognition with Random Forest ↗](https://doi.org/10.1016/j.procs.2022.03.009)**Thomas Imbeault-Nepton, Julien Maítre, Kévin Bouchard et al.*13 citations*
577. **[Generic and technical skills of human talent supported by ICT: systematization, scope, and reflections ↗](https://doi.org/10.1016/j.procs.2022.10.168)**Ricardo Romario Antequera Amaris, Reynier Israel Ramírez Molina, Mauricio Junior Santamaría Ruiz et al.*13 citations*
578. **[Government inter-organizational, digital transformation projects: five key lessons learned from a Norwegian case study ↗](https://doi.org/10.1016/j.procs.2021.12.092)**Kristin Helene Jorgensen Hafseld, Bassam Hussein, Antoine B. Rauzy*13 citations*
579. **[Key Performance Indicators (KPIs) for measuring PMOs Services in selected Organisations in Botswana ↗](https://doi.org/10.1016/j.procs.2021.12.098)**Keneilwe Ntshwene, Joseph K. Ssegawa, Pantaleo D. Rwelamila*13 citations*
580. **[Machine Learning for Prediction of Wait Times in Outpatient Clinic ↗](https://doi.org/10.1016/j.procs.2022.12.026)**Jeffin Joseph, S. Senith, A. Alfred Kirubaraj et al.*13 citations*
581. **[Multi-Agent Reinforcement Learning For Multi Vehicles One-commodity Vehicle Routing Problem ↗](https://doi.org/10.1016/j.procs.2022.11.026)**Yamen Habib, Andrey A. Filchenkov*13 citations*
582. **[Named Entity Recognition applied on Moroccan tourism corpus ↗](https://doi.org/10.1016/j.procs.2021.12.256)**Ibrahim Bouabdallaoui, Fatima Guerouate, Samya Bouhaddour et al.*13 citations*
583. **[On the meaning of Hurst entropy applied to EEG data series ↗](https://doi.org/10.1016/j.procs.2022.01.175)**Hernán Díaz, Felisa M. Córdova*13 citations*
584. **[Performance Analysis of CNN Models for Mobile Device Eye Tracking with Edge Computing ↗](https://doi.org/10.1016/j.procs.2022.09.288)**Nishan Gunawardena, Jeewani Anupama Ginige, Bahman Javadi et al.*13 citations*
585. **[Practical Jamming of a Commercial 5G Radio System at 3.6 GHz ↗](https://doi.org/10.1016/j.procs.2022.09.007)**Agnius Birutis, Anders Mykkeltveit*13 citations*
586. **[Research on multi factor stock selection model based on LightGBM and Bayesian Optimization ↗](https://doi.org/10.1016/j.procs.2022.11.301)**Zimo Li, Weijia Xu, Aihua Li*13 citations*
587. **[Review of Systematic Financial Risk Research Based on Knowledge Map ↗](https://doi.org/10.1016/j.procs.2022.01.039)**Fangzheng Liu, Yating Zhang, Li Li*13 citations*
588. **[Selection criteria for planning cold food chain traceability technology enabling industry 4.0 ↗](https://doi.org/10.1016/j.procs.2022.01.370)**Samantha Islam, Louise Manning, Jonathan M. Cullen*13 citations*
589. **[Self-Organizing Map algorithm as a tool for outlier detection ↗](https://doi.org/10.1016/j.procs.2022.09.276)**Agnieszka Nowak-Brzezińska, Czesław Horyń*13 citations*
590. **[Software for optimization of beam output during electron beam welding of thin-walled structures ↗](https://doi.org/10.1016/j.procs.2022.01.281)**В С Тынченко, Sergei Olegovich Kurashkin, А В Мурыгин et al.*13 citations*
591. **[Sustainable marketing orientation and sustainability performance of Mexican small firms. The moderating role of firm age ↗](https://doi.org/10.1016/j.procs.2022.11.188)**Héctor Cuevas Vargas, María del Rocío Esparza Durón, Roberto González Acolt*13 citations*
592. **[Teaching Digital Innovation Processes for Services in Higher Education ↗](https://doi.org/10.1016/j.procs.2022.09.405)**Judith Helmer, Thien-Minh-Thuong Huynh, Sue Rossano-Rivero*13 citations*
593. **[The Performance Benefit of Data Analytics Applications ↗](https://doi.org/10.1016/j.procs.2022.03.090)**Matthias Pohl, Daniel Gunnar Staegemann, Klaus Turowski*13 citations*
594. **[The concept of an intelligent data lake management system: machine consciousness and a universal data model ↗](https://doi.org/10.1016/j.procs.2022.11.085)**Artem A. Sukhobokov, Yuriy Gapanyuk, Anna S. Zenger et al.*13 citations*
595. **[Thermal annealing as a post-process for additively manufactured Ultem 9085 parts ↗](https://doi.org/10.1016/j.procs.2022.01.332)**Ariadna Chueca de Bruijn, Giovanni Gómez-Gras, Marco A. Pérez*13 citations*
596. **[Using Deep Packet Inspection Data to Examine Subscribers on the Network ↗](https://doi.org/10.1016/j.procs.2022.12.021)**Mike Nkongolo, Jacobus Philippus Van Deventer, Sydney Mambwe Kasongo*13 citations*
597. **[Virtual Reality Overhead Crane Simulator ↗](https://doi.org/10.1016/j.procs.2022.01.219)**Massimiliano Masullo, Aniello Pascale, Roxana Adina Toma et al.*13 citations*
598. **[Visible light backscattering with applications to communication and localization in healthcare: A survey ↗](https://doi.org/10.1016/j.procs.2022.07.111)**Muhammad Habib Ullah, Giacinto Gelli, Francesco Verde*13 citations*
599. **[Work Engagement Recognition in Smart Office ↗](https://doi.org/10.1016/j.procs.2022.01.243)**Congcong Ma, C.K.M. Lee, Juan Du et al.*13 citations*
600. **[A Gender Perspective on GDPR and Information Privacy ↗](https://doi.org/10.1016/j.procs.2021.12.003)**Hanne Sørum, Ragnhild Eg, Wanda Presthus*12 citations*

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