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Algorithms
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7 July 2023
Algorithms | Top Cited Papers in 2022 Related to Machine Learning Algorithms

1. “A Review of Deep Learning Algorithms and Their Applications in Healthcare”
by Hussein Abdel-Jaber, Disha Devassy, Azhar Al Salam, Lamya Hidaytallah and Malak EL-Amir
Algorithms 2022, 15(2), 71; https://doi.org/10.3390/a15020071
Available online: https://www.mdpi.com/1999-4893/15/2/71

2. “Convolutional-Neural-Network-Based Handwritten Character Recognition: An Approach with Massive Multisource Data”
by Nazmus Saqib, Khandaker Foysal Haque, Venkata Prasanth Yanambaka and Ahmed Abdelgawad
Algorithms 2022, 15(4), 129; https://doi.org/10.3390/a15040129
Available online: https://www.mdpi.com/1999-4893/15/4/129
 
3. “CNN Based on Transfer Learning Models Using Data Augmentation and Transformation for Detection of Concrete Crack”
by Md. Monirul Islam, Md. Belal Hossain, Md. Nasim Akhtar, Mohammad Ali Moni and Khondokar Fida Hasan
Algorithms 2022, 15(8), 287; https://doi.org/10.3390/a15080287
Available online: https://www.mdpi.com/1999-4893/15/8/287
 
4. “Image-to-Image Translation-Based Data Augmentation for Improving Crop/Weed Classification Models for Precision Agriculture Applications”
by L. G. Divyanth, D. S. Guru, Peeyush Soni, Rajendra Machavaram, Mohammad Nadimi and Jitendra Paliwal
Algorithms 2022, 15(11), 401; https://doi.org/10.3390/a15110401
Available online: https://www.mdpi.com/1999-4893/15/11/401
 
5. “Machine Learning in Cereal Crops Disease Detection: A Review”
by Fraol Gelana Waldamichael, Taye Girma Debelee, Friedhelm Schwenker, Yehualashet Megersa Ayano and Samuel Rahimeto Kebede
Algorithms 2022, 15(3), 75; https://doi.org/10.3390/a15030075
Available online: https://www.mdpi.com/1999-4893/15/3/75
 
6. “Reducing the False Negative Rate in Deep-Learning-Based Network Intrusion Detection Systems”
by Jovana Mijalkovic and Angelo Spognardi
Algorithms 2022, 15(8), 258; https://doi.org/10.3390/a15080258
Available online: https://www.mdpi.com/1999-4893/15/8/258
 
7. “Lithium-Ion Battery Prognostics through Reinforcement Learning Based on Entropy Measures”
by Alireza Namdari, Maryam Asad Samani, and Tariq S. Durrani
Algorithms 2022, 15(11), 393; https://doi.org/10.3390/a15110393
Available online: https://www.mdpi.com/1999-4893/15/11/393
 
8. “Graph-Based Feature Selection for Reduction of Dimensionality in Next-Generation RNA Sequencing Datasets”
by Consolata Gakii, Paul O. Mireji and Richard Rimiru
Algorithms 2022, 15(1), 21; https://doi.org/10.3390/a15010021
Available online: https://www.mdpi.com/1999-4893/15/1/21
 
9. “Machine-Learning-Based Monitoring of DC-DC Converters in Photovoltaic Applications”
by Marco Bindi, Fabio Corti, Igor Aizenberg, Francesco Grasso, Gabriele Maria Lozito, Antonio Luchetta, Maria Cristina Piccirilli and Alberto Reatti
Algorithms 2022, 15(3), 74; https://doi.org/10.3390/a15030074
Available online: https://www.mdpi.com/1999-4893/15/3/74

10. “On Information Granulation via Data Clustering for Granular Computing-Based Pattern Recognition: A Graph Embedding Case Study”
by Alessio Martino, Luca Baldini and Antonello Rizzi
Algorithms 2022, 15(5), 148; https://doi.org/10.3390/a15050148
Available online: https://www.mdpi.com/1999-4893/15/5/148
 
11. “A Federated Generalized Linear Model for Privacy-Preserving Analysis”
by Matteo Cellamare, Anna J. van Gestel, Hasan Alradhi, Frank Martin and Arturo Moncada-Torres
Algorithms 2022, 15(7), 243; https://doi.org/10.3390/a15070243
Available online: https://www.mdpi.com/1999-4893/15/7/243
 
12. “Improved Ship Detection Algorithm from Satellite Images Using YOLOv7 and Graph Neural Network”
by Krishna Patel, Chintan Bhatt and Pier Luigi Mazzeo
Algorithms 2022, 15(12), 473; https://doi.org/10.3390/a15120473 
Available online: https://www.mdpi.com/1999-4893/15/12/473

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