---
title: "Procedia Computer Science 2019 — all accepted papers"
description: "All 2,126 papers of Procedia Computer Science 2019 · page 1 of 22, the most cited first; those with our summary link to it."
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# Procedia Computer Science 2019: all accepted papers

2,126 papers · page 1 of 22 · the most cited first · [← Procedia Computer Science 2019](https://md.research.elamur.ai/free/en/venues/procedia-computer-science/2019/)

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1. **[Industry 5.0 and Human-Robot Co-working ↗](https://doi.org/10.1016/j.procs.2019.09.104)**Kadir Alpaslan Demir, Gözde Döven, Bülent Sezen*746 citations*
2. **[Diabetes Prediction using Machine Learning Algorithms ↗](https://doi.org/10.1016/j.procs.2020.01.047)**Aishwarya Madhav Mujumdar, V. Vaidehi*557 citations*
3. **[Digital Transformation Process and SMEs ↗](https://doi.org/10.1016/j.procs.2019.09.101)**Dilber Ulaş*454 citations*
4. **[Credit Card Fraud Detection using Machine Learning Algorithms ↗](https://doi.org/10.1016/j.procs.2020.01.057)**Vaishnavi Nath Dornadula, S. Geetha*430 citations*
5. **[Sentiment Analysis in Social Media and Its Application: Systematic Literature Review ↗](https://doi.org/10.1016/j.procs.2019.11.174)**Zulfadzli Drus, Haliyana Binti Khalid*408 citations*
6. **[The Impact of Features Extraction on the Sentiment Analysis ↗](https://doi.org/10.1016/j.procs.2019.05.008)**Ravinder Ahuja, Aakarsha Chug, Shruti Kohli et al.*328 citations*
7. **[Dealing with Noise Problem in Machine Learning Data-sets: A Systematic Review ↗](https://doi.org/10.1016/j.procs.2019.11.146)**Shivani Gupta, Atul Kumar Gupta*325 citations*
8. **[A Review of Dimensionality Reduction Techniques for Efficient Computation ↗](https://doi.org/10.1016/j.procs.2020.01.079)**Velliangiri Sarveshwaran, S. Alagumuthukrishnan, Iwin Thanakumar Joseph S*321 citations*
9. **[IoT Based Real-time River Water Quality Monitoring System ↗](https://doi.org/10.1016/j.procs.2019.08.025)**Mohammad Salah Uddin Chowdury, Talha Bin Emran, Subhasish Ghosh et al.*319 citations*
10. **[Stock Market Prediction Based on Generative Adversarial Network ↗](https://doi.org/10.1016/j.procs.2019.01.256)**Kang Zhang, Guoqiang Zhong, Junyu Dong et al.*313 citations*
11. **[Human Activity Recognition: A Survey ↗](https://doi.org/10.1016/j.procs.2019.08.100)**Charmi Jobanputra, Jatna Bavishi, Nishant Doshi*274 citations*
12. **[Fake News Detection using Bi-directional LSTM-Recurrent Neural Network ↗](https://doi.org/10.1016/j.procs.2020.01.072)**Pritika Bahad, Preeti Saxena, Raj Kamal*267 citations*
13. **[Data dimensional reduction and principal components analysis ↗](https://doi.org/10.1016/j.procs.2019.12.111)**Nema Salem, Sahar Hussein*260 citations*
14. **[A Method Of Skin Disease Detection Using Image Processing And Machine Learning ↗](https://doi.org/10.1016/j.procs.2019.12.090)**Nawal Soliman ALKolifi ALEnezi*255 citations*
15. **[Word2Vec Model Analysis for Semantic Similarities in English Words ↗](https://doi.org/10.1016/j.procs.2019.08.153)**Derry Jatnika, Moch Arif Bijaksana, Arie Ardiyanti Suryani*243 citations*
16. **[Mental Stress Detection in University Students using Machine Learning Algorithms ↗](https://doi.org/10.1016/j.procs.2019.05.007)**Ravinder Ahuja, Alisha Banga*234 citations*
17. **[Smart Farming using IoT, a solution for optimally monitoring farming conditions ↗](https://doi.org/10.1016/j.procs.2019.11.016)**Jash Doshi, Tirthkumar Patel, Santosh Kumar Bharti*232 citations*
18. **[Design of a SWOT Analysis Model and its Evaluation in Diverse Digital Business Ecosystem Contexts ↗](https://doi.org/10.1016/j.procs.2019.09.283)**Christine Namugenyi, Shastri Lakshman Nimmagadda, Torsten Reiners*228 citations*
19. **[A Review on Data Cleansing Methods for Big Data ↗](https://doi.org/10.1016/j.procs.2019.11.177)**Fakhitah Ridzuan, Wan Mohd Nazmee Wan Zainon*223 citations*
20. **[The fuzzy TOPSIS applications in the last decade ↗](https://doi.org/10.1016/j.procs.2019.09.404)**Krzysztof Palczewski, Wojciech Sałabun*211 citations*
21. **[Structure Of Biomolecules Through Molecular Dynamics Simulations ↗](https://doi.org/10.1016/j.procs.2019.08.181)**Maria Arnittali, Anastassia N. Rissanou, Vagelis Harmandaris*203 citations*
22. **[The Effect of Credit Risk on Financial Performance of Deposit Banks In Turkey ↗](https://doi.org/10.1016/j.procs.2019.09.139)**Ramazan Eki̇nci̇, Gülden Poyraz*199 citations*
23. **[The Influence of Discount Framing towards Brand Reputation and Brand Image on Purchase Intention and Actual Behaviour in e-commerce ↗](https://doi.org/10.1016/j.procs.2019.11.192)**Fanni Agmeka, Ruhmaya Nida Wathoni, Adhi Setyo Santoso*195 citations*
24. **[A study on predicting loan default based on the random forest algorithm ↗](https://doi.org/10.1016/j.procs.2019.12.017)**Lin Zhu, Dafeng Qiu, Daji Ergu et al.*187 citations*
25. **[Sentiment Analysis of Social Media Twitter with Case of Anti-LGBT Campaign in Indonesia using Naïve Bayes, Decision Tree, and Random Forest Algorithm ↗](https://doi.org/10.1016/j.procs.2019.11.181)**Veny Amilia Fitri, Rachmadita Andreswari, Muhammad Azani Hasibuan*181 citations*
26. **[Offline Signature Verification using Deep Learning Convolutional Neural Network (CNN) Architectures GoogLeNet Inception-v1 and Inception-v3 ↗](https://doi.org/10.1016/j.procs.2019.11.147)**Jahandad, Suriani Mohd Sam, Kamilia Kamardin et al.*177 citations*
27. **[Performance of machine learning techniques in the detection of financial frauds ↗](https://doi.org/10.1016/j.procs.2019.01.007)**Imane Sadgali, Nawal Sael, Faouzia Benabbou*176 citations*
28. **[MobileNet Convolutional Neural Networks and Support Vector Machines for Palmprint Recognition ↗](https://doi.org/10.1016/j.procs.2019.08.147)**Aurelia Michele, Vincent Colin, Diaz D. Santika*173 citations*
29. **[The MATSim Open Berlin Scenario: A multimodal agent-based transport simulation scenario based on synthetic demand modeling and open data ↗](https://doi.org/10.1016/j.procs.2019.04.120)**Dominik Ziemke, Ihab Kaddoura, Kai Nagel*170 citations*
30. **[The uses of unmanned aerial vehicles –UAV’s- (or drones) in social logistic: Natural disasters response and humanitarian relief aid ↗](https://doi.org/10.1016/j.procs.2019.01.151)**Mario Arturo Ruiz Estrada, Abrahim Ndoma*168 citations*
31. **[Industry 4.0 in Terms of Industrial Relations and Its Impacts on Labour Life ↗](https://doi.org/10.1016/j.procs.2019.09.093)**Resul Kurt*162 citations*
32. **[Dealing with Data Imbalance in Text Classification ↗](https://doi.org/10.1016/j.procs.2019.09.229)**Cristian Padurariu, Mihaela Elena Breaban*154 citations*
33. **[Peer to Peer (P2P) Lending Problems and Potential Solutions: A Systematic Literature Review ↗](https://doi.org/10.1016/j.procs.2019.11.116)**Ryan Randy Suryono, Betty Purwandari, Indra Darmawan Budi*153 citations*
34. **[A practitioner’s guide to process mining: Limitations of the directly-follows graph ↗](https://doi.org/10.1016/j.procs.2019.12.189)**Wil M. P. van der Aalst*148 citations*
35. **[Medical image enhancement based on histogram algorithms ↗](https://doi.org/10.1016/j.procs.2019.12.112)**Nema Salem, Hebatullah M. Malik, Asmaa Shams*147 citations*
36. **[Demand forecasting in pharmaceutical supply chains: A case study ↗](https://doi.org/10.1016/j.procs.2019.01.100)**Galina V. Merkuryeva, Aija Valberga, Alexander V. Smirnov*142 citations*
37. **[The Effect of Organizational Justice and Organizational Commitment on Knowledge Sharing and Firm Performance ↗](https://doi.org/10.1016/j.procs.2019.09.129)**Salih Zeki İMAMOĞLU, Hüseyin İnce, Hülya Türkcan et al.*140 citations*
38. **[Entrepreneurial self-efficacy and intention among vietnamese students: a meta-analytic path analysis based on the theory of planned behavior ↗](https://doi.org/10.1016/j.procs.2019.09.420)**Cong Doanh Duong, Tomasz Bernat*139 citations*
39. **[Impact of training on employee motivation in human resources management ↗](https://doi.org/10.1016/j.procs.2019.09.117)**Banu ÖZKESER*137 citations*
40. **[Application of Integrated Building Information Modeling, IoT and Blockchain Technologies in System Design of a Smart Building ↗](https://doi.org/10.1016/j.procs.2019.11.058)**Izabella V. Lokshina, Michal Greguš, Wade L. Thomas*136 citations*
41. **[Carbon futures price forecasting based with ARIMA-CNN-LSTM model ↗](https://doi.org/10.1016/j.procs.2019.11.254)**Lei Ji, Yingchao Zou, Kaijian He et al.*135 citations*
42. **[Statistical Approach to Compare Image Denoising Techniques in Medical MR Images ↗](https://doi.org/10.1016/j.procs.2019.05.004)**Setu Garg, Ritu Vijay, Shabana Urooj*130 citations*
43. **[SMS Spam Message Detection using Term Frequency-Inverse Document Frequency and Random Forest Algorithm ↗](https://doi.org/10.1016/j.procs.2019.11.150)**Nilam Nur Amir Sjarif, Nurulhuda Firdaus Mohd Azmi, Suriayati bt Chuprat et al.*129 citations*
44. **[Technological Factors of Mobile Payment: A Systematic Literature Review ↗](https://doi.org/10.1016/j.procs.2019.09.004)**Marisa Karsen, Yakob Utama Chandra, Hanny Juwitasary*129 citations*
45. **[Smart logistics: Study of the application of blockchain technology ↗](https://doi.org/10.1016/j.procs.2019.09.467)**Yassine Issaoui, Azeddine Khiat, Ayoub Bahnasse et al.*127 citations*
46. **[Forecasting of Forex Time Series Data Based on Deep Learning ↗](https://doi.org/10.1016/j.procs.2019.01.189)**Lina Ni, Yujie Li, Xiao Wang et al.*122 citations*
47. **[Applications of Blockchain to Improve Supply Chain Traceability ↗](https://doi.org/10.1016/j.procs.2019.11.266)**Ju Myung Song, Jongwook Sung, Taeho Park*119 citations*
48. **[Comparison of Fuzzy-PID and PID Controller for Speed Control of DC Motor using LabVIEW ↗](https://doi.org/10.1016/j.procs.2019.05.019)**Devendra Kumar Somwanshi, Mahesh M Bundele, Gaurav Kumar et al.*119 citations*
49. **[Mechanical properties of natural fiber reinforced epoxy composites: A review ↗](https://doi.org/10.1016/j.procs.2019.05.003)**Shahana Parbin, Nitin Kumar Waghmare, Suraj Kumar Singh et al.*119 citations*
50. **[Security and Privacy Issues in Cloud, Fog and Edge Computing ↗](https://doi.org/10.1016/j.procs.2019.11.018)**Shalin Parikh, Dharmin Dave, Reema Patel et al.*119 citations*
51. **[Digital transformation in higher education: the use of communication technologies by students ↗](https://doi.org/10.1016/j.procs.2019.12.163)**Helena Santos, Jo�ão Batista, Rui Pedro Marques*117 citations*
52. **[Evolution of Artificial Intelligence Research in Human Resources ↗](https://doi.org/10.1016/j.procs.2019.12.165)**Mariana Namen Jatobá, Juliana Oliveira Santos, Ives Gutierriz et al.*116 citations*
53. **[All convolutional neural networks for radar-based precipitation nowcasting ↗](https://doi.org/10.1016/j.procs.2019.02.036)**Georgy Ayzel, Maik Heistermann, Aleksei A. Sorokin et al.*112 citations*
54. **[Review of bankruptcy prediction using machine learning and deep learning techniques ↗](https://doi.org/10.1016/j.procs.2019.12.065)**Yi Qu, Pei Quan, Minglong Lei et al.*112 citations*
55. **[A survey of clustering algorithms for an industrial context ↗](https://doi.org/10.1016/j.procs.2019.01.022)**Abla Chaouni Benabdellah, Asmaa Benghabrit, Imane Bouhaddou*111 citations*
56. **[Redesigning Curriculum in line with Industry 4.0 ↗](https://doi.org/10.1016/j.procs.2019.04.093)**Rizwan Matloob Ellahi, Moin Khan, Adeel Shah*111 citations*
57. **[Analysis of Classifiers for Fake News Detection ↗](https://doi.org/10.1016/j.procs.2020.01.035)**Vasu Agarwal, H. Parveen Sultana, Srijan Malhotra et al.*110 citations*
58. **[Industry 4.0 and Competitiveness ↗](https://doi.org/10.1016/j.procs.2019.09.096)**Hasan Çebi Bal, Çisil Erkan*110 citations*
59. **[Investigating the use of random forest in software effort estimation ↗](https://doi.org/10.1016/j.procs.2019.01.042)**Abdelali Zakrani, Mustapha Hain, Namir Abdelwahed*108 citations*
60. **[The Proposal of Undersampling Method for Learning from Imbalanced Datasets ↗](https://doi.org/10.1016/j.procs.2019.09.167)**Małgorzata Bach, Aleksandra Werner, Mateusz Palt*108 citations*
61. **[Detecting Arabic Depressed Users from Twitter Data ↗](https://doi.org/10.1016/j.procs.2019.12.107)**Salma Almouzini, Maher Ali Khemakhem, Asem Abdualziz S. Alageel*103 citations*
62. **[IoT-based predictive maintenance for fleet management ↗](https://doi.org/10.1016/j.procs.2019.04.184)**Patrick Killeen, Bo Ding, Iluju Kiringa et al.*102 citations*
63. **[The Comparison Firebase Realtime Database and MySQL Database Performance using Wilcoxon Signed-Rank Test ↗](https://doi.org/10.1016/j.procs.2019.08.231)**Margaretha Ohyver, Jurike V. Moniaga, Iwa Sungkawa et al.*101 citations*
64. **[Future Skills Requirements Analysis in Maritime Industry ↗](https://doi.org/10.1016/j.procs.2019.09.051)**Kadir Çiçek, Emre Akyüz, Metin Çelik*100 citations*
65. **[Music Recommender System Based on Genre using Convolutional Recurrent Neural Networks ↗](https://doi.org/10.1016/j.procs.2019.08.146)**Adiyansjah, Alexander Agung Santoso Gunawan, Derwin Suhartono*100 citations*
66. **[Combined Model-Free Adaptive Control with Fuzzy Component by Virtual Reference Feedback Tuning for Tower Crane Systems ↗](https://doi.org/10.1016/j.procs.2019.11.284)**Raul‐Cristian Roman, Radu‐Emil Precup, Claudia‐Adina Bojan‐Dragos et al.*99 citations*
67. **[IoT based Smart System to Support Agricultural Parameters: A Case Study ↗](https://doi.org/10.1016/j.procs.2019.08.092)**Abhijit S. Pathak, Mohammad Amaz Uddin, Md. Jainal Abedin et al.*98 citations*
68. **[Design of a Smart Safety Device for Women using IoT ↗](https://doi.org/10.1016/j.procs.2020.01.060)**Wasim Akram, Mohit Jain, C. Sweetlin Hemalatha*97 citations*
69. **[EEG Beta band frequency domain evaluation for assessing stress and anxiety in resting, eyes closed, basal conditions ↗](https://doi.org/10.1016/j.procs.2019.12.075)**Hernán Díaz, Fernando Maureira Cid, Jaime Otárola et al.*97 citations*
70. **[Impact of digital trends using IoT on banking processes ↗](https://doi.org/10.1016/j.procs.2019.04.014)**Fadoua Khanboubi, Azedine Boulmakoul, Mohamed Tabaa*97 citations*
71. **[Deep Learning-Based Sentiment Analysis for Roman Urdu Text ↗](https://doi.org/10.1016/j.procs.2019.01.202)**Hussain Ghulam, Feng Zeng, Wenjia Li et al.*96 citations*
72. **[Combining supervised and unsupervised machine learning algorithms to predict the learners’ learning styles ↗](https://doi.org/10.1016/j.procs.2019.01.012)**Ouafae El Aissaoui, Yasser El Madani El Alami, Lahcen Oughdir et al.*95 citations*
73. **[Fog IoT for Health: A new Architecture for Patients and Elderly Monitoring. ↗](https://doi.org/10.1016/j.procs.2019.11.087)**Olivier Debauche, Saïd Mahmoudi, Pierre Manneback et al.*95 citations*
74. **[Comparative Study of LPWAN Technologies on Unlicensed Bands for M2M Communication in the IoT: beyond LoRa and LoRaWAN ↗](https://doi.org/10.1016/j.procs.2019.08.049)**Jorge Peña Queralta, Tuan Nguyen Gia, Zhuo Zou et al.*94 citations*
75. **[Integration of Principal Component Analysis and Recurrent Neural Network to Forecast the Stock Price of Casablanca Stock Exchange ↗](https://doi.org/10.1016/j.procs.2019.01.008)**Zahra Berradi, Mohamed Lazaar*94 citations*
76. **[Digital Twin of an Automotive Brake Pad for Predictive Maintenance ↗](https://doi.org/10.1016/j.procs.2020.01.061)**P.K. Rajesh, N. Manikandan, C. S. Ramshankar et al.*93 citations*
77. **[A Summary of Research on Blockchain in the Field of Intellectual Property ↗](https://doi.org/10.1016/j.procs.2019.01.220)**Junyao Wang, Shenling Wang, Junqi Guo et al.*92 citations*
78. **[Fintech Integration Process Suggestion for Banks ↗](https://doi.org/10.1016/j.procs.2019.09.138)**Okan Acar, Yusuf Ensar Çıtak*91 citations*
79. **[Data quality in ETL process: A preliminary study ↗](https://doi.org/10.1016/j.procs.2019.09.223)**Manel Souibgui, Faten Atigui, Saloua Zammali et al.*90 citations*
80. **[Risk Assessment of Maintenance activities using Fuzzy Logic ↗](https://doi.org/10.1016/j.procs.2019.01.065)**Maryam Gallab, Hafida Bouloiz, Youssef Lamrani Alaoui et al.*90 citations*
81. **[A Real-time PPG Quality Assessment Approach for Healthcare Internet-of-Things ↗](https://doi.org/10.1016/j.procs.2019.04.074)**Emad Kasaeyan Naeini, Iman Azimi, Amir Masoud Rahmani et al.*89 citations*
82. **[Autonomous Traffic Sign (ATSR) Detection and Recognition using Deep CNN ↗](https://doi.org/10.1016/j.procs.2019.12.108)**Danyah A. Alghmgham, Ghazanfar Latif, Jaafar M. Alghazo et al.*89 citations*
83. **[Challenges and Security Issues in Underwater Wireless Sensor Networks ↗](https://doi.org/10.1016/j.procs.2019.01.225)**Guang You Yang, Lie Dai, Guannan Si et al.*88 citations*
84. **[Predicting bike sharing demand using recurrent neural networks ↗](https://doi.org/10.1016/j.procs.2019.01.217)**Yan Pan, Ray Chen Zheng, Jiaxi Zhang et al.*88 citations*
85. **[The Impact of Video Games on the Players Behaviors: A Survey ↗](https://doi.org/10.1016/j.procs.2019.04.077)**Muhannad Quwaider, Abdullah Alabed, Rehab Duwairi*86 citations*
86. **[Aligning Education for the Life Sciences Domain to Support Digitalization and Industry 4.0 ↗](https://doi.org/10.1016/j.procs.2019.09.032)**Cagatay Catal, Bedir Teki̇nerdoğan*85 citations*
87. **[Flood Forecasting with Machine Learning Technique on Hydrological Modeling ↗](https://doi.org/10.1016/j.procs.2019.08.214)**Jeerana Noymanee, Thanaruk Theeramunkong*85 citations*
88. **[Implementing Enterprise Resource Planning ERP System in a Large Construction Company in KSA ↗](https://doi.org/10.1016/j.procs.2019.12.207)**Shadi AboAbdo, Abdulaziz Aldhoiena, Hashbol Al-Amrib*83 citations*
89. **[Door Security System for Home Monitoring Based on ESP32 ↗](https://doi.org/10.1016/j.procs.2019.08.218)**Andreas Andreas, Cornelio Revelivan Aldawira, Handhika Wiratama Putra et al.*81 citations*
90. **[Scheduling IoT Healthcare Tasks in Fog Computing Based on their Importance ↗](https://doi.org/10.1016/j.procs.2019.12.138)**Tahani Aladwani*81 citations*
91. **[Deep Learning Approach for Emotion Recognition from Human Body Movements with Feedforward Deep Convolution Neural Networks ↗](https://doi.org/10.1016/j.procs.2019.05.038)**R. Santhoshkumar, M. Kalaiselvi Geetha*80 citations*
92. **[Improvement of Crop Production Using Recommender System by Weather Forecasts ↗](https://doi.org/10.1016/j.procs.2020.01.023)**S. Bangaru Kamatchi, R. Parvathi*80 citations*
93. **[Ripple vs. SWIFT: Transforming Cross Border Remittance Using Blockchain Technology ↗](https://doi.org/10.1016/j.procs.2019.01.260)**Tianyi Qiu, Ruidong Zhang, Yuan Gao*80 citations*
94. **[The Impact of Social Media Usage on the Sales Process in Small and Medium Enterprises (SMEs): A Systematic Literature Review ↗](https://doi.org/10.1016/j.procs.2019.11.207)**Nanda Kurnia Wardati, Mahendrawathi ER*80 citations*
95. **[Application of Blockchain to Supply Chain: Flexible Blockchain Technology ↗](https://doi.org/10.1016/j.procs.2019.12.166)**Natsuki Kawaguchi*79 citations*
96. **[Information systems for supply chain management: uncertainties, risks and cyber security ↗](https://doi.org/10.1016/j.procs.2019.01.108)**Andrii Boiko, Vira Shendryk, Olha Boiko*79 citations*
97. **[Interactive Gamification Learning Media Application For Blind Children Using Android Smartphone in Indonesia ↗](https://doi.org/10.1016/j.procs.2019.09.018)**Azani Cempaka Sari, Andre Mohammad Fadillah, Junaidy Jonathan et al.*79 citations*
98. **[Influence of various normalization methods in PROMETHEE II: an empirical study on the selection of the airport location ↗](https://doi.org/10.1016/j.procs.2019.09.378)**Krzysztof Palczewski, Wojciech Sałabun*78 citations*
99. **[Early Detection of Diabetes Mellitus using Feature Selection and Fuzzy Support Vector Machine ↗](https://doi.org/10.1016/j.procs.2019.08.140)**Rian Budi Lukmanto, Suharjito Suharjito, Ariadi Nugroho et al.*76 citations*
100. **[Word2Vec for Indonesian Sentiment Analysis towards Hotel Reviews: An Evaluation Study ↗](https://doi.org/10.1016/j.procs.2019.08.178)**Rizka Putri Nawangsari, Retno Kusumaningrum, Adi Wibowo*76 citations*

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