---
title: "Procedia Computer Science 2022 — all accepted papers"
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# Procedia Computer Science 2022: all accepted papers

2,358 papers · page 1 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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1. **[A Review of Yolo Algorithm Developments ↗](https://doi.org/10.1016/j.procs.2022.01.135)**Peiyuan Jiang, Daji Ergu, Fangyao Liu et al.*2,733 citations*
2. **[Adaptability of Financial Time Series Prediction Based on BiLSTM ↗](https://doi.org/10.1016/j.procs.2022.01.003)**Mo Yang, Jing Wang*200 citations*
3. **[An overview of sensors in Autonomous Vehicles ↗](https://doi.org/10.1016/j.procs.2021.12.315)**Henry Alexander Ignatious, Hesham-El-Sayed, Manzoor Ahmed Khan*195 citations*
4. **[Digital economy research: Thirty-five years insights of retrospective review ↗](https://doi.org/10.1016/j.procs.2021.12.119)**Agung Purnomo, Triana Susanti, Elsa Rosyidah et al.*188 citations*
5. **[House Price Prediction using Random Forest Machine Learning Technique ↗](https://doi.org/10.1016/j.procs.2022.01.100)**Abigail Bola Adetunji, Akande Noah Oluwatobi, Funmilola A. Ajala et al.*184 citations*
6. **[Chatbots in customer service: Their relevance and impact on service quality ↗](https://doi.org/10.1016/j.procs.2022.03.055)**Chiara Valentina Misischia, Flora Poecze, Christine Strauß*182 citations*
7. **[Melanoma image classification based on MobileNetV2 network ↗](https://doi.org/10.1016/j.procs.2021.12.132)**Rarasmaya Indraswari, Rika Rokhana, Wiwiet Herulambang*170 citations*
8. **[The digitalization of supply chain: a review ↗](https://doi.org/10.1016/j.procs.2022.01.381)**Barbara Bigliardi, Serena Filippelli, Alberto Petroni et al.*161 citations*
9. **[Acceptance analysis of NUADU as e-learning platform using the Technology Acceptance Model (TAM) approach ↗](https://doi.org/10.1016/j.procs.2021.12.168)**Sri Rahayu Natasia, Yuyun Tri Wiranti, Anggi Parastika*151 citations*
10. **[Assessing Normalization Techniques for Simple Additive Weighting Method ↗](https://doi.org/10.1016/j.procs.2022.01.156)**Nazanin Vafaei, Rita Almeida Ribeiro, Luís M. Camarinha-Matos*148 citations*
11. **[Predictive Analytics for Demand Forecasting – A Comparison of SARIMA and LSTM in Retail SCM ↗](https://doi.org/10.1016/j.procs.2022.01.298)**Taha Nejad Falatouri, Farzaneh Darbanian, Patrick Brandtner et al.*147 citations*
12. **[The Impact of ESG factors on the performance of Information Technology Companies ↗](https://doi.org/10.1016/j.procs.2022.01.041)**Alexandra Alekseevna Egorova, Sergei V. Grishunin, Alexander Karminsky*147 citations*
13. **[Intrusion Detection Systems using Supervised Machine Learning Techniques: A survey ↗](https://doi.org/10.1016/j.procs.2022.03.029)**Emad E. Abdallah, Wafa’ Eleisah, Ahmed Fawzi Otoom*140 citations*
14. **[Revolution of Retail Industry: From Perspective of Retail 1.0 to 4.0 ↗](https://doi.org/10.1016/j.procs.2022.01.362)**Loh Li Har, Umi Kartini Rashid, Lee Te Chuan et al.*133 citations*
15. **[SMEs, Barriers and Opportunities on adopting Industry 4.0: A Review. ↗](https://doi.org/10.1016/j.procs.2021.12.086)**Hussein Magdy Elhusseiny, José Crispim*129 citations*
16. **[A Comparative Analysis of Machine Learning Algorithms for Classification Purpose ↗](https://doi.org/10.1016/j.procs.2022.12.044)**Vraj Sheth, Urvashi Tripathi, Ankit K. Sharma*128 citations*
17. **[Improvement of K-means Cluster Quality by Post Processing Resulted Clusters ↗](https://doi.org/10.1016/j.procs.2022.01.009)**Ioan-Daniel Borlea, Radu‐Emil Precup, Alexandra-Bianca Borlea*128 citations*
18. **[Artificial Intelligence and its Impact on Leaders and Leadership ↗](https://doi.org/10.1016/j.procs.2022.01.301)**Yannick Peifer, Tim Jeske, Sven Hille*124 citations*
19. **[Decision Making using the Blockchain Proof of Authority Consensus ↗](https://doi.org/10.1016/j.procs.2022.01.071)**Manuel Adelin Manolache, Sergiu Manolache, Nicolae Ţăpuş*123 citations*
20. **[Data Mesh: Concepts and Principles of a Paradigm Shift in Data Architectures ↗](https://doi.org/10.1016/j.procs.2021.12.013)**Inês Araújo Machado, Carlos Costa, Maribel Yasmina Santos*110 citations*
21. **[Explainable AI and Interpretable Machine Learning: A Case Study in Perspective ↗](https://doi.org/10.1016/j.procs.2022.08.105)**Varad Vishwarupe, Prachi Manoj Joshi, Nicole Mathias et al.*110 citations*
22. **[Sentiment analysis of twitter data related to Rinca Island development using Doc2Vec and SVM and logistic regression as classifier ↗](https://doi.org/10.1016/j.procs.2021.12.187)**Tirta Hema Jaya Hidayat, Yova Ruldeviyani, Achmad Rizki Aditama et al.*109 citations*
23. **[Iterative Feedback Tuning Algorithm for Tower Crane Systems ↗](https://doi.org/10.1016/j.procs.2022.01.020)**Raul‐Cristian Roman, Radu‐Emil Precup, Elena‐Lorena Hedrea et al.*108 citations*
24. **[Stock Market Prediction with High Accuracy using Machine Learning Techniques ↗](https://doi.org/10.1016/j.procs.2022.12.028)**Malti Bansal, Apoorva Goyal, Apoorva Choudhary*106 citations*
25. **[Overview of Road Traffic Management Solutions based on IoT and AI ↗](https://doi.org/10.1016/j.procs.2021.12.279)**Asma Ait Ouallane, Ayoub Bahnasse, Assia Bakali et al.*104 citations*
26. **[Academic Procrastination and Online Learning During the COVID-19 Pandemic ↗](https://doi.org/10.1016/j.procs.2021.11.080)**Jørgen Melgaard, Rubina Monir, Lester Allan Lasrado et al.*101 citations*
27. **[Human-Robot Collaboration: an analysis of worker’s performance ↗](https://doi.org/10.1016/j.procs.2022.01.355)**Valentina De Simone, Valentina Di Pasquale, Valeria Giubileo et al.*101 citations*
28. **[The evolution of RFID technology in the logistics field: a review ↗](https://doi.org/10.1016/j.procs.2022.01.359)**Giorgia Casella, Barbara Bigliardi, Eleonora Bottani*93 citations*
29. **[Time Complexity in Deep Learning Models ↗](https://doi.org/10.1016/j.procs.2022.12.023)**Bhoomi Shah, Hetal Bhavsar*93 citations*
30. **[A conceptual model for the acceptance of collaborative robots in industry 5.0 ↗](https://doi.org/10.1016/j.procs.2021.12.118)**Grandys Frieska Prassida, Ully Asfari*92 citations*
31. **[Advances of Digital Twins for Predictive Maintenance ↗](https://doi.org/10.1016/j.procs.2022.01.348)**Yingchao You, Chong Chen, Fu Hu et al.*91 citations*
32. **[Factors Affecting Cloud ERP Adoption Decisions in Organizations ↗](https://doi.org/10.1016/j.procs.2021.12.012)**Vilde Christiansen, Moutaz Haddara, Marius Langseth*90 citations*
33. **[Strategic role of digital capability on business agility during COVID-19 era ↗](https://doi.org/10.1016/j.procs.2021.12.147)**Nopriadi Saputra, Ningky Sasanti, Firdaus Alamsjah et al.*87 citations*
34. **[Machine Learning-Based Digital Twin for Monitoring Fruit Quality Evolution ↗](https://doi.org/10.1016/j.procs.2022.01.200)**Tsega Y. Melesse, Matteo Bollo, Valentina Di Pasquale et al.*85 citations*
35. **[A novel encoder-decoder network with guided transmission map for single image dehazing ↗](https://doi.org/10.1016/j.procs.2022.08.082)**Le-Anh Tran, Seokyong Moon, Dong-Chul Park*84 citations*
36. **[Evaluation of continued use on Kahoot! as a gamification-based learning platform from the perspective of Indonesia students ↗](https://doi.org/10.1016/j.procs.2021.12.172)**Yekti Wirani, Tifanny Nabarian, Muh Syaiful Romadhon*84 citations*
37. **[Agile project management challenge in handling scope and change: A systematic literature review ↗](https://doi.org/10.1016/j.procs.2021.12.143)**Primadhika Marnada, Teguh Raharjo, Bob Hardian et al.*82 citations*
38. **[Business Model on M-Business: A Systematic Review ↗](https://doi.org/10.1016/j.procs.2022.12.098)**Agung Purnomo, Nur Afia, Yogi Tri Prasetyo et al.*82 citations*
39. **[Implementation of Automation Technologies of Industry 4.0 in Automotive Manufacturing Companies ↗](https://doi.org/10.1016/j.procs.2022.01.350)**Zuzana Papulová, Andrea Gažová, Ľubomír Šufliarský*82 citations*
40. **[Overview of Social Engineering Attacks on Social Networks ↗](https://doi.org/10.1016/j.procs.2021.12.302)**Kaouthar Chetioui, Birom Bah, Abderrahim Ouali Alami et al.*82 citations*
41. **[Predicting and Classifying Potato Leaf Disease using K-means Segmentation Techniques and Deep Learning Networks ↗](https://doi.org/10.1016/j.procs.2022.11.006)**Md. Ashiqur Rahaman Nishad, Meherabin Akter Mitu, Nusrat Jahan*79 citations*
42. **[American Sign Language Recognition for Alphabets Using MediaPipe and LSTM ↗](https://doi.org/10.1016/j.procs.2022.12.066)**B. Shyam Sundar, T. Bagyammal*77 citations*
43. **[An Android Malware Detection Approach Based on Static Feature Analysis Using Machine Learning Algorithms ↗](https://doi.org/10.1016/j.procs.2022.03.086)**Ahmed S. Shatnawi, Qussai M. Yaseen, Abdulrahman Yateem*77 citations*
44. **[Comparison of machine learning algorithms to classify fetal health using cardiotocogram data ↗](https://doi.org/10.1016/j.procs.2021.12.130)**Nabillah Annisa Rahmayanti, Humaira Nur Pradani, Muhammad Reza Pahlawan et al.*76 citations*
45. **[Education 4.0: Artificial Intelligence Assisted Task- and Time Planning System ↗](https://doi.org/10.1016/j.procs.2022.01.334)**Bernhard Haderer, Monica Ionita Ciolacu*76 citations*
46. **[Metaverse and Personal Healthcare ↗](https://doi.org/10.1016/j.procs.2022.10.136)**Yeong-Tae Song, Jiachen Qin*75 citations*
47. **[Research on the influence mechanism of the digital economy on regional sustainable development ↗](https://doi.org/10.1016/j.procs.2022.04.025)**Qihang Yang, Huizi Ma, Yueying Wang et al.*74 citations*
48. **[ARIMA vs LSTM on NASDAQ stock exchange data ↗](https://doi.org/10.1016/j.procs.2022.09.445)**Dariusz Kobiela, Dawid Krefta, Weronika Król et al.*73 citations*
49. **[Analysis of factors affecting continuance use intention of the electronic money application in Indonesia ↗](https://doi.org/10.1016/j.procs.2021.12.116)**Danarto Tri Sasongko, Putu Wuri Handayani, Riri Satria*73 citations*
50. **[Application of artificial intelligence technology in the manufacturing process and purchasing and supply management ↗](https://doi.org/10.1016/j.procs.2022.01.321)**Mito Kehayov, Lukas Holder, Volker Koch*71 citations*
51. **[Evaluating hybrid quantum-classical deep learning for cybersecurity botnet DGA detection ↗](https://doi.org/10.1016/j.procs.2021.12.135)**Hatma Suryotrisongko, Yasuo Musashi*71 citations*
52. **[Human Activity Recognition based on Wi-Fi CSI Data -A Deep Neural Network Approach ↗](https://doi.org/10.1016/j.procs.2021.12.211)**Andrii Zhuravchak, Oleg Kapshii, Evangelos Pournaras*71 citations*
53. **[Failure of AI projects: understanding the critical factors ↗](https://doi.org/10.1016/j.procs.2021.11.074)**Jens Westenberger, Kajetan Schuler, Dennis Schlegel*70 citations*
54. **[Cultural Values in Digital Transformation in a Small Company ↗](https://doi.org/10.1016/j.procs.2021.11.066)**Veera Tuukkanen, Emma Wolgsjö, Lazar Rusu*69 citations*
55. **[Circular Economy Public Policies: A Systematic Literature Review ↗](https://doi.org/10.1016/j.procs.2022.08.079)**Thiago Azevedo Conte de Melo, Marcelo Albuquerque de Oliveira, Sara Raquel Gomes de Sousa et al.*68 citations*
56. **[How to adapt lean practices in SMEs to support Industry 4.0 in manufacturing ↗](https://doi.org/10.1016/j.procs.2022.01.291)**Adekunle Olubowale Mofolasayo, Steven Young, Pablo Martı́nez et al.*68 citations*
57. **[The Role of Chatbots in Enhancing Customer Experience: Literature Review ↗](https://doi.org/10.1016/j.procs.2022.07.057)**Bouchra El Bakkouri, Samira Raki, Lalla Touhfa Belgnaoui*68 citations*
58. **[Perceptions of Learners and Instructors towards Artificial Intelligence in Personalized Learning ↗](https://doi.org/10.1016/j.procs.2022.03.058)**Ali Hamad Al-Badi, Asharul Islam Khan, Eid-Alotaibi*67 citations*
59. **[Research on Text Classification Techniques Based on Improved TF-IDF Algorithm and LSTM Inputs ↗](https://doi.org/10.1016/j.procs.2022.10.064)**Minhui Liang, Tiansen Niu*67 citations*
60. **[Combining FastText and Glove Word Embedding for Offensive and Hate speech Text Detection ↗](https://doi.org/10.1016/j.procs.2022.09.132)**Nabil Badri, Férihane Kboubi, Anja Habacha Chaïbi*65 citations*
61. **[Internet of Behaviour (IoB)-based AI models for personalized smart education systems ↗](https://doi.org/10.1016/j.procs.2022.07.015)**Ossama H. Embarak*65 citations*
62. **[Visual Anomaly Detection for Images: A Systematic Survey ↗](https://doi.org/10.1016/j.procs.2022.01.057)**Jie Yang, Ruijie Xu, Zhiquan Qi et al.*63 citations*
63. **[A Review of Non-fungible Tokens Applications in the Real-world and Metaverse ↗](https://doi.org/10.1016/j.procs.2022.11.238)**Saeed Banaeian Far, Seyed Mojtaba Hosseini Bamakan, Qiang Qu et al.*62 citations*
64. **[Comparative Analysis of Eight Direction Sobel Edge Detection Algorithm for Brain Tumor MRI Images ↗](https://doi.org/10.1016/j.procs.2022.03.063)**A S Remya Ajai, Sundararaman Gopalan*61 citations*
65. **[Strategy study to prioritize marketing criteria: an approach in the light of the DEMATEL method ↗](https://doi.org/10.1016/j.procs.2022.01.054)**Paula Drumond, Igor Pınheıro de Araújo Costa, Miguel Ângelo Lellis Moreira et al.*61 citations*
66. **[Research on personal credit risk evaluation based on XGBoost ↗](https://doi.org/10.1016/j.procs.2022.01.143)**Kui Wang, Meixuan Li, Jingyi Cheng et al.*60 citations*
67. **[Lean construction management techniques and BIM technology – systematic literature review ↗](https://doi.org/10.1016/j.procs.2021.12.107)**Adrian Michalski, Eryk Głodziński, Klaus Böde*59 citations*
68. **[Supply Chains in the Era of Digital Twins – A Review ↗](https://doi.org/10.1016/j.procs.2022.08.019)**Hendrik van der Valk, Gero Strobel, Stephanie Winkelmann et al.*59 citations*
69. **[A Food anti-counterfeiting traceability system based on Blockchain and Internet of Things ↗](https://doi.org/10.1016/j.procs.2022.01.077)**Yi Lu, Peng Li, He Xu*58 citations*
70. **[Economic and edaphoclimatic evaluation of Brazilian regions for African mahogany planting - an approach using the SAPEVO-M-NC ordinal method ↗](https://doi.org/10.1016/j.procs.2022.01.196)**Sérgio Mitihiro do Nascimento Maêda, Igor Pinheiro de Arajo Costa, Carlos Francısco Sımões Gomes et al.*58 citations*
71. **[Sensitivity Analysis by the PROMETHEE-GAIA method: Algorithms evaluation for COVID-19 prediction ↗](https://doi.org/10.1016/j.procs.2022.01.052)**Miguel Ângelo Lellis Moreira, Carlos Francısco Sımões Gomes, Marcos dos Santos et al.*58 citations*
72. **[Exploratory analysis and implementation of machine learning techniques for predictive assessment of fraud in banking systems ↗](https://doi.org/10.1016/j.procs.2022.11.156)**Miguel Ângelo Lellis Moreira, Claudio de Souza Rocha, Diogo Ferreira de Lima Silva et al.*57 citations*
73. **[Movie Recommendation Algorithm Based on Sentiment Analysis and LDA ↗](https://doi.org/10.1016/j.procs.2022.01.109)**Yilin Zhang, Lingling Zhang*57 citations*
74. **[A multicriteria decision-making approach to classify military bases for the Brazilian Navy ↗](https://doi.org/10.1016/j.procs.2022.01.198)**Isaque David Pereira de Almeida, Igor Pınheıro de Araújo Costa, Arthur Pinheiro de Araújo Costa et al.*56 citations*
75. **[Challenges of Cloud-ERP Adoptions in SMEs ↗](https://doi.org/10.1016/j.procs.2021.12.099)**Moutaz Haddara, Sara Gøthesen, Marius Langseth*56 citations*
76. **[Lean and industry 4.0: A leading harmony ↗](https://doi.org/10.1016/j.procs.2022.01.238)**Lina Naciri, Zineb Mouhib, Maryam Gallab et al.*56 citations*
77. **[Multiple Linear Regression Model for Improved Project Cost Forecasting ↗](https://doi.org/10.1016/j.procs.2021.12.079)**Filippo Maria Ottaviani, Alberto De Marco*56 citations*
78. **[Strategy Analysis for project portfolio evaluation in a technology consulting company by the hybrid method THOR ↗](https://doi.org/10.1016/j.procs.2022.01.017)**Nicole Fernanda dos Santos, Claudio de Souza Rocha, Miguel Ângelo Lellis Moreira et al.*56 citations*
79. **[Solar panel hotspot localization and fault classification using deep learning approach ↗](https://doi.org/10.1016/j.procs.2022.08.084)**Sujata P. Pathak, Sonali Patil, Shailee Bipin Patel*55 citations*
80. **[A Cognitive Digital Twins Framework for Human-Robot Collaboration ↗](https://doi.org/10.1016/j.procs.2022.01.387)**Yanjun Shi, Weiming Shen, Lihui Wang et al.*54 citations*
81. **[Emerging Concepts Using Blockchain and Big Data ↗](https://doi.org/10.1016/j.procs.2021.12.206)**Fadi Muheidat, Dhaval Patel, Spandana Tammisetty et al.*54 citations*
82. **[Research on the Quality Evaluation of Innovation and Entrepreneurship Education of College Students Based on Extenics ↗](https://doi.org/10.1016/j.procs.2022.01.074)**Yingying Zhou, Hequn Zhou*54 citations*
83. **[Selection of interns for startups: an approach based on the AHP-TOPSIS-2N method and the 3DM computational platform ↗](https://doi.org/10.1016/j.procs.2022.01.124)**Claudio de Souza Rocha, Miguel Ângelo Lellis Moreira, Marcos dos Santos*54 citations*
84. **[Reference Architecture for an Integrated and Synergetic Use of Digital Tools in Education 4.0 ↗](https://doi.org/10.1016/j.procs.2022.01.239)**Thomas Goldin, Erwin Rauch, Corina Pacher et al.*53 citations*
85. **[Sentiment Analysis from Images using VGG19 based Transfer Learning Approach ↗](https://doi.org/10.1016/j.procs.2022.08.050)**Gaurav Meena, Krishna Kumar Mohbey, Ajay Indian et al.*53 citations*
86. **[Blockchain technology needs for sustainable mineral supply chains: A framework for responsible sourcing of Cobalt. ↗](https://doi.org/10.1016/j.procs.2022.01.262)**Godfrey Mugurusi, Emmanuel Ahishakiye*52 citations*
87. **[Evaluation of drones for public security: a multicriteria approach by the PROMETHEE-SAPEVO-M1 systematic ↗](https://doi.org/10.1016/j.procs.2022.01.016)**Miguel Ângelo Lellis Moreira, Carlos Francısco Sımões Gomes, Marcos dos Santos et al.*52 citations*
88. **[Overcoming the barriers of effective implementation of manufacturing execution system in pursuit of smart manufacturing in SMEs ↗](https://doi.org/10.1016/j.procs.2022.01.279)**Gautam Dutta, Ravinder Kumar, Rahul Sindhwani et al.*52 citations*
89. **[Text sentiment analysis of fusion model based on attention mechanism ↗](https://doi.org/10.1016/j.procs.2022.01.092)**Hongjie Deng, Daji Ergu, Fangyao Liu et al.*52 citations*
90. **[Towards Large Parts Manufacturing in Additive Technologies for Aerospace and Automotive applications ↗](https://doi.org/10.1016/j.procs.2022.01.311)**Antonio Bacciaglia, Alessandro Ceruti, Alfredo Liverani*52 citations*
91. **[Customer Churn Prediction in Influencer Commerce: An Application of Decision Trees ↗](https://doi.org/10.1016/j.procs.2022.01.169)**Sulim Kim, Heeseok Lee*51 citations*
92. **[Digital Finance, Household Income and Household Risky Financial Asset Investment ↗](https://doi.org/10.1016/j.procs.2022.04.032)**Shen Yan, Wenxiu Hu, Yu Zhang*51 citations*
93. **[Financial fraud detection using the related-party transaction knowledge graph ↗](https://doi.org/10.1016/j.procs.2022.01.091)**Xuting Mao, Hao Sun, Xiaoqian Zhu et al.*51 citations*
94. **[From co-design to the construction of a metaverse for the promotion of cultural heritage and tourism: the case of Amiais ↗](https://doi.org/10.1016/j.procs.2022.08.031)**Dalila Martins, Lídia Oliveira, Ana Carla Amaro*51 citations*
95. **[Design of a framework of military defense system for governance of geoinformation ↗](https://doi.org/10.1016/j.procs.2022.01.022)**Rafael Ris-Ala José Jardim, Marcos dos Santos, Edgard Neto et al.*50 citations*
96. **[Online grocery shoppers due to the Covid-19 pandemic - An analysis of demographic and household characteristics ↗](https://doi.org/10.1016/j.procs.2021.11.077)**Niklas Eriksson, Minna Stenius*50 citations*
97. **[Optimization Strategies for Client Drift in Federated Learning: A review ↗](https://doi.org/10.1016/j.procs.2022.11.292)**Yong Shi, Yuanying Zhang, Xiao Yang et al.*50 citations*
98. **[Prospective scenarios applied in course portfolio management: An approach in light of the Momentum and ELECTRE-MOr methods ↗](https://doi.org/10.1016/j.procs.2022.01.007)**Paula Machado Nassim Mellem, Igor Pınheıro de Araújo Costa, Arthur Pinheiro de Araújo Costa et al.*50 citations*
99. **[Retrofitting of legacy machines in the context of Industrial Internet of Things (IIoT) ↗](https://doi.org/10.1016/j.procs.2022.01.205)**Sri Sudha Vijay Keshav Kolla, Diogo Machado Lourenço, Atal Anil Kumar et al.*50 citations*
100. **[Strategic support for the distribution of vaccines against Covid-19 to Brazilian remote areas: A multicriteria approach in the light of the ELECTRE-MOr method ↗](https://doi.org/10.1016/j.procs.2022.01.006)**Natália Oliveira Barbosa de Paula, Igor Pınheıro de Araújo Costa, Paula Drumond et al.*50 citations*

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