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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

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  1. A Review of Yolo Algorithm Developments ↗Peiyuan Jiang, Daji Ergu, Fangyao Liu et al.2,733 citations
  2. Adaptability of Financial Time Series Prediction Based on BiLSTM ↗Mo Yang, Jing Wang200 citations
  3. An overview of sensors in Autonomous Vehicles ↗Henry Alexander Ignatious, Hesham-El-Sayed, Manzoor Ahmed Khan195 citations
  4. Digital economy research: Thirty-five years insights of retrospective review ↗Agung Purnomo, Triana Susanti, Elsa Rosyidah et al.188 citations
  5. House Price Prediction using Random Forest Machine Learning Technique ↗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 ↗Chiara Valentina Misischia, Flora Poecze, Christine Strauß182 citations
  7. Melanoma image classification based on MobileNetV2 network ↗Rarasmaya Indraswari, Rika Rokhana, Wiwiet Herulambang170 citations
  8. The digitalization of supply chain: a review ↗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 ↗Sri Rahayu Natasia, Yuyun Tri Wiranti, Anggi Parastika151 citations
  10. Assessing Normalization Techniques for Simple Additive Weighting Method ↗Nazanin Vafaei, Rita Almeida Ribeiro, Luís M. Camarinha-Matos148 citations
  11. Predictive Analytics for Demand Forecasting – A Comparison of SARIMA and LSTM in Retail SCM ↗Taha Nejad Falatouri, Farzaneh Darbanian, Patrick Brandtner et al.147 citations
  12. The Impact of ESG factors on the performance of Information Technology Companies ↗Alexandra Alekseevna Egorova, Sergei V. Grishunin, Alexander Karminsky147 citations
  13. Intrusion Detection Systems using Supervised Machine Learning Techniques: A survey ↗Emad E. Abdallah, Wafa’ Eleisah, Ahmed Fawzi Otoom140 citations
  14. Revolution of Retail Industry: From Perspective of Retail 1.0 to 4.0 ↗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. ↗Hussein Magdy Elhusseiny, José Crispim129 citations
  16. A Comparative Analysis of Machine Learning Algorithms for Classification Purpose ↗Vraj Sheth, Urvashi Tripathi, Ankit K. Sharma128 citations
  17. Improvement of K-means Cluster Quality by Post Processing Resulted Clusters ↗Ioan-Daniel Borlea, Radu‐Emil Precup, Alexandra-Bianca Borlea128 citations
  18. Artificial Intelligence and its Impact on Leaders and Leadership ↗Yannick Peifer, Tim Jeske, Sven Hille124 citations
  19. Decision Making using the Blockchain Proof of Authority Consensus ↗Manuel Adelin Manolache, Sergiu Manolache, Nicolae Ţăpuş123 citations
  20. Data Mesh: Concepts and Principles of a Paradigm Shift in Data Architectures ↗Inês Araújo Machado, Carlos Costa, Maribel Yasmina Santos110 citations
  21. Explainable AI and Interpretable Machine Learning: A Case Study in Perspective ↗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 ↗Tirta Hema Jaya Hidayat, Yova Ruldeviyani, Achmad Rizki Aditama et al.109 citations
  23. Iterative Feedback Tuning Algorithm for Tower Crane Systems ↗Raul‐Cristian Roman, Radu‐Emil Precup, Elena‐Lorena Hedrea et al.108 citations
  24. Stock Market Prediction with High Accuracy using Machine Learning Techniques ↗Malti Bansal, Apoorva Goyal, Apoorva Choudhary106 citations
  25. Overview of Road Traffic Management Solutions based on IoT and AI ↗Asma Ait Ouallane, Ayoub Bahnasse, Assia Bakali et al.104 citations
  26. Academic Procrastination and Online Learning During the COVID-19 Pandemic ↗Jørgen Melgaard, Rubina Monir, Lester Allan Lasrado et al.101 citations
  27. Human-Robot Collaboration: an analysis of worker’s performance ↗Valentina De Simone, Valentina Di Pasquale, Valeria Giubileo et al.101 citations
  28. The evolution of RFID technology in the logistics field: a review ↗Giorgia Casella, Barbara Bigliardi, Eleonora Bottani93 citations
  29. Time Complexity in Deep Learning Models ↗Bhoomi Shah, Hetal Bhavsar93 citations
  30. A conceptual model for the acceptance of collaborative robots in industry 5.0 ↗Grandys Frieska Prassida, Ully Asfari92 citations
  31. Advances of Digital Twins for Predictive Maintenance ↗Yingchao You, Chong Chen, Fu Hu et al.91 citations
  32. Factors Affecting Cloud ERP Adoption Decisions in Organizations ↗Vilde Christiansen, Moutaz Haddara, Marius Langseth90 citations
  33. Strategic role of digital capability on business agility during COVID-19 era ↗Nopriadi Saputra, Ningky Sasanti, Firdaus Alamsjah et al.87 citations
  34. Machine Learning-Based Digital Twin for Monitoring Fruit Quality Evolution ↗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 ↗Le-Anh Tran, Seokyong Moon, Dong-Chul Park84 citations
  36. Evaluation of continued use on Kahoot! as a gamification-based learning platform from the perspective of Indonesia students ↗Yekti Wirani, Tifanny Nabarian, Muh Syaiful Romadhon84 citations
  37. Agile project management challenge in handling scope and change: A systematic literature review ↗Primadhika Marnada, Teguh Raharjo, Bob Hardian et al.82 citations
  38. Business Model on M-Business: A Systematic Review ↗Agung Purnomo, Nur Afia, Yogi Tri Prasetyo et al.82 citations
  39. Implementation of Automation Technologies of Industry 4.0 in Automotive Manufacturing Companies ↗Zuzana Papulová, Andrea Gažová, Ľubomír Šufliarský82 citations
  40. Overview of Social Engineering Attacks on Social Networks ↗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 ↗Md. Ashiqur Rahaman Nishad, Meherabin Akter Mitu, Nusrat Jahan79 citations
  42. American Sign Language Recognition for Alphabets Using MediaPipe and LSTM ↗B. Shyam Sundar, T. Bagyammal77 citations
  43. An Android Malware Detection Approach Based on Static Feature Analysis Using Machine Learning Algorithms ↗Ahmed S. Shatnawi, Qussai M. Yaseen, Abdulrahman Yateem77 citations
  44. Comparison of machine learning algorithms to classify fetal health using cardiotocogram data ↗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 ↗Bernhard Haderer, Monica Ionita Ciolacu76 citations
  46. Metaverse and Personal Healthcare ↗Yeong-Tae Song, Jiachen Qin75 citations
  47. Research on the influence mechanism of the digital economy on regional sustainable development ↗Qihang Yang, Huizi Ma, Yueying Wang et al.74 citations
  48. ARIMA vs LSTM on NASDAQ stock exchange data ↗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 ↗Danarto Tri Sasongko, Putu Wuri Handayani, Riri Satria73 citations
  50. Application of artificial intelligence technology in the manufacturing process and purchasing and supply management ↗Mito Kehayov, Lukas Holder, Volker Koch71 citations
  51. Evaluating hybrid quantum-classical deep learning for cybersecurity botnet DGA detection ↗Hatma Suryotrisongko, Yasuo Musashi71 citations
  52. Human Activity Recognition based on Wi-Fi CSI Data -A Deep Neural Network Approach ↗Andrii Zhuravchak, Oleg Kapshii, Evangelos Pournaras71 citations
  53. Failure of AI projects: understanding the critical factors ↗Jens Westenberger, Kajetan Schuler, Dennis Schlegel70 citations
  54. Cultural Values in Digital Transformation in a Small Company ↗Veera Tuukkanen, Emma Wolgsjö, Lazar Rusu69 citations
  55. Circular Economy Public Policies: A Systematic Literature Review ↗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 ↗Adekunle Olubowale Mofolasayo, Steven Young, Pablo Martı́nez et al.68 citations
  57. The Role of Chatbots in Enhancing Customer Experience: Literature Review ↗Bouchra El Bakkouri, Samira Raki, Lalla Touhfa Belgnaoui68 citations
  58. Perceptions of Learners and Instructors towards Artificial Intelligence in Personalized Learning ↗Ali Hamad Al-Badi, Asharul Islam Khan, Eid-Alotaibi67 citations
  59. Research on Text Classification Techniques Based on Improved TF-IDF Algorithm and LSTM Inputs ↗Minhui Liang, Tiansen Niu67 citations
  60. Combining FastText and Glove Word Embedding for Offensive and Hate speech Text Detection ↗Nabil Badri, Férihane Kboubi, Anja Habacha Chaïbi65 citations
  61. Internet of Behaviour (IoB)-based AI models for personalized smart education systems ↗Ossama H. Embarak65 citations
  62. Visual Anomaly Detection for Images: A Systematic Survey ↗Jie Yang, Ruijie Xu, Zhiquan Qi et al.63 citations
  63. A Review of Non-fungible Tokens Applications in the Real-world and Metaverse ↗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 ↗A S Remya Ajai, Sundararaman Gopalan61 citations
  65. Strategy study to prioritize marketing criteria: an approach in the light of the DEMATEL method ↗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 ↗Kui Wang, Meixuan Li, Jingyi Cheng et al.60 citations
  67. Lean construction management techniques and BIM technology – systematic literature review ↗Adrian Michalski, Eryk Głodziński, Klaus Böde59 citations
  68. Supply Chains in the Era of Digital Twins – A Review ↗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 ↗Yi Lu, Peng Li, He Xu58 citations
  70. Economic and edaphoclimatic evaluation of Brazilian regions for African mahogany planting - an approach using the SAPEVO-M-NC ordinal method ↗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 ↗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 ↗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 ↗Yilin Zhang, Lingling Zhang57 citations
  74. A multicriteria decision-making approach to classify military bases for the Brazilian Navy ↗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 ↗Moutaz Haddara, Sara Gøthesen, Marius Langseth56 citations
  76. Lean and industry 4.0: A leading harmony ↗Lina Naciri, Zineb Mouhib, Maryam Gallab et al.56 citations
  77. Multiple Linear Regression Model for Improved Project Cost Forecasting ↗Filippo Maria Ottaviani, Alberto De Marco56 citations
  78. Strategy Analysis for project portfolio evaluation in a technology consulting company by the hybrid method THOR ↗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 ↗Sujata P. Pathak, Sonali Patil, Shailee Bipin Patel55 citations
  80. A Cognitive Digital Twins Framework for Human-Robot Collaboration ↗Yanjun Shi, Weiming Shen, Lihui Wang et al.54 citations
  81. Emerging Concepts Using Blockchain and Big Data ↗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 ↗Yingying Zhou, Hequn Zhou54 citations
  83. Selection of interns for startups: an approach based on the AHP-TOPSIS-2N method and the 3DM computational platform ↗Claudio de Souza Rocha, Miguel Ângelo Lellis Moreira, Marcos dos Santos54 citations
  84. Reference Architecture for an Integrated and Synergetic Use of Digital Tools in Education 4.0 ↗Thomas Goldin, Erwin Rauch, Corina Pacher et al.53 citations
  85. Sentiment Analysis from Images using VGG19 based Transfer Learning Approach ↗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. ↗Godfrey Mugurusi, Emmanuel Ahishakiye52 citations
  87. Evaluation of drones for public security: a multicriteria approach by the PROMETHEE-SAPEVO-M1 systematic ↗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 ↗Gautam Dutta, Ravinder Kumar, Rahul Sindhwani et al.52 citations
  89. Text sentiment analysis of fusion model based on attention mechanism ↗Hongjie Deng, Daji Ergu, Fangyao Liu et al.52 citations
  90. Towards Large Parts Manufacturing in Additive Technologies for Aerospace and Automotive applications ↗Antonio Bacciaglia, Alessandro Ceruti, Alfredo Liverani52 citations
  91. Customer Churn Prediction in Influencer Commerce: An Application of Decision Trees ↗Sulim Kim, Heeseok Lee51 citations
  92. Digital Finance, Household Income and Household Risky Financial Asset Investment ↗Shen Yan, Wenxiu Hu, Yu Zhang51 citations
  93. Financial fraud detection using the related-party transaction knowledge graph ↗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 ↗Dalila Martins, Lídia Oliveira, Ana Carla Amaro51 citations
  95. Design of a framework of military defense system for governance of geoinformation ↗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 ↗Niklas Eriksson, Minna Stenius50 citations
  97. Optimization Strategies for Client Drift in Federated Learning: A review ↗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 ↗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) ↗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 ↗Natália Oliveira Barbosa de Paula, Igor Pınheıro de Araújo Costa, Paula Drumond et al.50 citations

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