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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

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  1. Industry 5.0 and Human-Robot Co-working ↗Kadir Alpaslan Demir, Gözde Döven, Bülent Sezen746 citations
  2. Diabetes Prediction using Machine Learning Algorithms ↗Aishwarya Madhav Mujumdar, V. Vaidehi557 citations
  3. Digital Transformation Process and SMEs ↗Dilber Ulaş454 citations
  4. Credit Card Fraud Detection using Machine Learning Algorithms ↗Vaishnavi Nath Dornadula, S. Geetha430 citations
  5. Sentiment Analysis in Social Media and Its Application: Systematic Literature Review ↗Zulfadzli Drus, Haliyana Binti Khalid408 citations
  6. The Impact of Features Extraction on the Sentiment Analysis ↗Ravinder Ahuja, Aakarsha Chug, Shruti Kohli et al.328 citations
  7. Dealing with Noise Problem in Machine Learning Data-sets: A Systematic Review ↗Shivani Gupta, Atul Kumar Gupta325 citations
  8. A Review of Dimensionality Reduction Techniques for Efficient Computation ↗Velliangiri Sarveshwaran, S. Alagumuthukrishnan, Iwin Thanakumar Joseph S321 citations
  9. IoT Based Real-time River Water Quality Monitoring System ↗Mohammad Salah Uddin Chowdury, Talha Bin Emran, Subhasish Ghosh et al.319 citations
  10. Stock Market Prediction Based on Generative Adversarial Network ↗Kang Zhang, Guoqiang Zhong, Junyu Dong et al.313 citations
  11. Human Activity Recognition: A Survey ↗Charmi Jobanputra, Jatna Bavishi, Nishant Doshi274 citations
  12. Fake News Detection using Bi-directional LSTM-Recurrent Neural Network ↗Pritika Bahad, Preeti Saxena, Raj Kamal267 citations
  13. Data dimensional reduction and principal components analysis ↗Nema Salem, Sahar Hussein260 citations
  14. A Method Of Skin Disease Detection Using Image Processing And Machine Learning ↗Nawal Soliman ALKolifi ALEnezi255 citations
  15. Word2Vec Model Analysis for Semantic Similarities in English Words ↗Derry Jatnika, Moch Arif Bijaksana, Arie Ardiyanti Suryani243 citations
  16. Mental Stress Detection in University Students using Machine Learning Algorithms ↗Ravinder Ahuja, Alisha Banga234 citations
  17. Smart Farming using IoT, a solution for optimally monitoring farming conditions ↗Jash Doshi, Tirthkumar Patel, Santosh Kumar Bharti232 citations
  18. Design of a SWOT Analysis Model and its Evaluation in Diverse Digital Business Ecosystem Contexts ↗Christine Namugenyi, Shastri Lakshman Nimmagadda, Torsten Reiners228 citations
  19. A Review on Data Cleansing Methods for Big Data ↗Fakhitah Ridzuan, Wan Mohd Nazmee Wan Zainon223 citations
  20. The fuzzy TOPSIS applications in the last decade ↗Krzysztof Palczewski, Wojciech Sałabun211 citations
  21. Structure Of Biomolecules Through Molecular Dynamics Simulations ↗Maria Arnittali, Anastassia N. Rissanou, Vagelis Harmandaris203 citations
  22. The Effect of Credit Risk on Financial Performance of Deposit Banks In Turkey ↗Ramazan Eki̇nci̇, Gülden Poyraz199 citations
  23. The Influence of Discount Framing towards Brand Reputation and Brand Image on Purchase Intention and Actual Behaviour in e-commerce ↗Fanni Agmeka, Ruhmaya Nida Wathoni, Adhi Setyo Santoso195 citations
  24. A study on predicting loan default based on the random forest algorithm ↗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 ↗Veny Amilia Fitri, Rachmadita Andreswari, Muhammad Azani Hasibuan181 citations
  26. Offline Signature Verification using Deep Learning Convolutional Neural Network (CNN) Architectures GoogLeNet Inception-v1 and Inception-v3 ↗Jahandad, Suriani Mohd Sam, Kamilia Kamardin et al.177 citations
  27. Performance of machine learning techniques in the detection of financial frauds ↗Imane Sadgali, Nawal Sael, Faouzia Benabbou176 citations
  28. MobileNet Convolutional Neural Networks and Support Vector Machines for Palmprint Recognition ↗Aurelia Michele, Vincent Colin, Diaz D. Santika173 citations
  29. The MATSim Open Berlin Scenario: A multimodal agent-based transport simulation scenario based on synthetic demand modeling and open data ↗Dominik Ziemke, Ihab Kaddoura, Kai Nagel170 citations
  30. The uses of unmanned aerial vehicles –UAV’s- (or drones) in social logistic: Natural disasters response and humanitarian relief aid ↗Mario Arturo Ruiz Estrada, Abrahim Ndoma168 citations
  31. Industry 4.0 in Terms of Industrial Relations and Its Impacts on Labour Life ↗Resul Kurt162 citations
  32. Dealing with Data Imbalance in Text Classification ↗Cristian Padurariu, Mihaela Elena Breaban154 citations
  33. Peer to Peer (P2P) Lending Problems and Potential Solutions: A Systematic Literature Review ↗Ryan Randy Suryono, Betty Purwandari, Indra Darmawan Budi153 citations
  34. A practitioner’s guide to process mining: Limitations of the directly-follows graph ↗Wil M. P. van der Aalst148 citations
  35. Medical image enhancement based on histogram algorithms ↗Nema Salem, Hebatullah M. Malik, Asmaa Shams147 citations
  36. Demand forecasting in pharmaceutical supply chains: A case study ↗Galina V. Merkuryeva, Aija Valberga, Alexander V. Smirnov142 citations
  37. The Effect of Organizational Justice and Organizational Commitment on Knowledge Sharing and Firm Performance ↗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 ↗Cong Doanh Duong, Tomasz Bernat139 citations
  39. Impact of training on employee motivation in human resources management ↗Banu ÖZKESER137 citations
  40. Application of Integrated Building Information Modeling, IoT and Blockchain Technologies in System Design of a Smart Building ↗Izabella V. Lokshina, Michal Greguš, Wade L. Thomas136 citations
  41. Carbon futures price forecasting based with ARIMA-CNN-LSTM model ↗Lei Ji, Yingchao Zou, Kaijian He et al.135 citations
  42. Statistical Approach to Compare Image Denoising Techniques in Medical MR Images ↗Setu Garg, Ritu Vijay, Shabana Urooj130 citations
  43. SMS Spam Message Detection using Term Frequency-Inverse Document Frequency and Random Forest Algorithm ↗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 ↗Marisa Karsen, Yakob Utama Chandra, Hanny Juwitasary129 citations
  45. Smart logistics: Study of the application of blockchain technology ↗Yassine Issaoui, Azeddine Khiat, Ayoub Bahnasse et al.127 citations
  46. Forecasting of Forex Time Series Data Based on Deep Learning ↗Lina Ni, Yujie Li, Xiao Wang et al.122 citations
  47. Applications of Blockchain to Improve Supply Chain Traceability ↗Ju Myung Song, Jongwook Sung, Taeho Park119 citations
  48. Comparison of Fuzzy-PID and PID Controller for Speed Control of DC Motor using LabVIEW ↗Devendra Kumar Somwanshi, Mahesh M Bundele, Gaurav Kumar et al.119 citations
  49. Mechanical properties of natural fiber reinforced epoxy composites: A review ↗Shahana Parbin, Nitin Kumar Waghmare, Suraj Kumar Singh et al.119 citations
  50. Security and Privacy Issues in Cloud, Fog and Edge Computing ↗Shalin Parikh, Dharmin Dave, Reema Patel et al.119 citations
  51. Digital transformation in higher education: the use of communication technologies by students ↗Helena Santos, Jo�ão Batista, Rui Pedro Marques117 citations
  52. Evolution of Artificial Intelligence Research in Human Resources ↗Mariana Namen Jatobá, Juliana Oliveira Santos, Ives Gutierriz et al.116 citations
  53. All convolutional neural networks for radar-based precipitation nowcasting ↗Georgy Ayzel, Maik Heistermann, Aleksei A. Sorokin et al.112 citations
  54. Review of bankruptcy prediction using machine learning and deep learning techniques ↗Yi Qu, Pei Quan, Minglong Lei et al.112 citations
  55. A survey of clustering algorithms for an industrial context ↗Abla Chaouni Benabdellah, Asmaa Benghabrit, Imane Bouhaddou111 citations
  56. Redesigning Curriculum in line with Industry 4.0 ↗Rizwan Matloob Ellahi, Moin Khan, Adeel Shah111 citations
  57. Analysis of Classifiers for Fake News Detection ↗Vasu Agarwal, H. Parveen Sultana, Srijan Malhotra et al.110 citations
  58. Industry 4.0 and Competitiveness ↗Hasan Çebi Bal, Çisil Erkan110 citations
  59. Investigating the use of random forest in software effort estimation ↗Abdelali Zakrani, Mustapha Hain, Namir Abdelwahed108 citations
  60. The Proposal of Undersampling Method for Learning from Imbalanced Datasets ↗Małgorzata Bach, Aleksandra Werner, Mateusz Palt108 citations
  61. Detecting Arabic Depressed Users from Twitter Data ↗Salma Almouzini, Maher Ali Khemakhem, Asem Abdualziz S. Alageel103 citations
  62. IoT-based predictive maintenance for fleet management ↗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 ↗Margaretha Ohyver, Jurike V. Moniaga, Iwa Sungkawa et al.101 citations
  64. Future Skills Requirements Analysis in Maritime Industry ↗Kadir Çiçek, Emre Akyüz, Metin Çelik100 citations
  65. Music Recommender System Based on Genre using Convolutional Recurrent Neural Networks ↗Adiyansjah, Alexander Agung Santoso Gunawan, Derwin Suhartono100 citations
  66. Combined Model-Free Adaptive Control with Fuzzy Component by Virtual Reference Feedback Tuning for Tower Crane Systems ↗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 ↗Abhijit S. Pathak, Mohammad Amaz Uddin, Md. Jainal Abedin et al.98 citations
  68. Design of a Smart Safety Device for Women using IoT ↗Wasim Akram, Mohit Jain, C. Sweetlin Hemalatha97 citations
  69. EEG Beta band frequency domain evaluation for assessing stress and anxiety in resting, eyes closed, basal conditions ↗Hernán Díaz, Fernando Maureira Cid, Jaime Otárola et al.97 citations
  70. Impact of digital trends using IoT on banking processes ↗Fadoua Khanboubi, Azedine Boulmakoul, Mohamed Tabaa97 citations
  71. Deep Learning-Based Sentiment Analysis for Roman Urdu Text ↗Hussain Ghulam, Feng Zeng, Wenjia Li et al.96 citations
  72. Combining supervised and unsupervised machine learning algorithms to predict the learners’ learning styles ↗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. ↗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 ↗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 ↗Zahra Berradi, Mohamed Lazaar94 citations
  76. Digital Twin of an Automotive Brake Pad for Predictive Maintenance ↗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 ↗Junyao Wang, Shenling Wang, Junqi Guo et al.92 citations
  78. Fintech Integration Process Suggestion for Banks ↗Okan Acar, Yusuf Ensar Çıtak91 citations
  79. Data quality in ETL process: A preliminary study ↗Manel Souibgui, Faten Atigui, Saloua Zammali et al.90 citations
  80. Risk Assessment of Maintenance activities using Fuzzy Logic ↗Maryam Gallab, Hafida Bouloiz, Youssef Lamrani Alaoui et al.90 citations
  81. A Real-time PPG Quality Assessment Approach for Healthcare Internet-of-Things ↗Emad Kasaeyan Naeini, Iman Azimi, Amir Masoud Rahmani et al.89 citations
  82. Autonomous Traffic Sign (ATSR) Detection and Recognition using Deep CNN ↗Danyah A. Alghmgham, Ghazanfar Latif, Jaafar M. Alghazo et al.89 citations
  83. Challenges and Security Issues in Underwater Wireless Sensor Networks ↗Guang You Yang, Lie Dai, Guannan Si et al.88 citations
  84. Predicting bike sharing demand using recurrent neural networks ↗Yan Pan, Ray Chen Zheng, Jiaxi Zhang et al.88 citations
  85. The Impact of Video Games on the Players Behaviors: A Survey ↗Muhannad Quwaider, Abdullah Alabed, Rehab Duwairi86 citations
  86. Aligning Education for the Life Sciences Domain to Support Digitalization and Industry 4.0 ↗Cagatay Catal, Bedir Teki̇nerdoğan85 citations
  87. Flood Forecasting with Machine Learning Technique on Hydrological Modeling ↗Jeerana Noymanee, Thanaruk Theeramunkong85 citations
  88. Implementing Enterprise Resource Planning ERP System in a Large Construction Company in KSA ↗Shadi AboAbdo, Abdulaziz Aldhoiena, Hashbol Al-Amrib83 citations
  89. Door Security System for Home Monitoring Based on ESP32 ↗Andreas Andreas, Cornelio Revelivan Aldawira, Handhika Wiratama Putra et al.81 citations
  90. Scheduling IoT Healthcare Tasks in Fog Computing Based on their Importance ↗Tahani Aladwani81 citations
  91. Deep Learning Approach for Emotion Recognition from Human Body Movements with Feedforward Deep Convolution Neural Networks ↗R. Santhoshkumar, M. Kalaiselvi Geetha80 citations
  92. Improvement of Crop Production Using Recommender System by Weather Forecasts ↗S. Bangaru Kamatchi, R. Parvathi80 citations
  93. Ripple vs. SWIFT: Transforming Cross Border Remittance Using Blockchain Technology ↗Tianyi Qiu, Ruidong Zhang, Yuan Gao80 citations
  94. The Impact of Social Media Usage on the Sales Process in Small and Medium Enterprises (SMEs): A Systematic Literature Review ↗Nanda Kurnia Wardati, Mahendrawathi ER80 citations
  95. Application of Blockchain to Supply Chain: Flexible Blockchain Technology ↗Natsuki Kawaguchi79 citations
  96. Information systems for supply chain management: uncertainties, risks and cyber security ↗Andrii Boiko, Vira Shendryk, Olha Boiko79 citations
  97. Interactive Gamification Learning Media Application For Blind Children Using Android Smartphone in Indonesia ↗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 ↗Krzysztof Palczewski, Wojciech Sałabun78 citations
  99. Early Detection of Diabetes Mellitus using Feature Selection and Fuzzy Support Vector Machine ↗Rian Budi Lukmanto, Suharjito Suharjito, Ariadi Nugroho et al.76 citations
  100. Word2Vec for Indonesian Sentiment Analysis towards Hotel Reviews: An Evaluation Study ↗Rizka Putri Nawangsari, Retno Kusumaningrum, Adi Wibowo76 citations

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