Algorithms | Top Cited Papers in 2021 Related to Machine Learning

“COVID-19 Prediction Applying Supervised Machine Learning Algorithms with Comparative Analysis Using WEKA”
by Villavicencio, C. N., Macrohon, J. J. E., Inbaraj, X. A., Jeng, J.-H. and Hsieh, J. -G.
Algorithms 2021, 14(7), 201, https://doi.org/10.3390/a14070201
Available online: https://www.mdpi.com/1999-4893/14/7/201

“Circle-U-Net: An Efficient Architecture for Semantic Segmentation”
by Sun, F., V, A. K., Yang, G., Zhang, A. and Zhang, Y.
Algorithms 2021, 14(6), 159; https://doi.org/10.3390/a14060159
Available online: https://www.mdpi.com/1999-4893/14/6/159

“A Real-Time Network Traffic Classifier for Online Applications Using Machine Learning”
by Ahmed, A. A. and Agunsoye, G.
Algorithms 2021, 14(8), 250; https://doi.org/10.3390/a14080250
Available online: https://www.mdpi.com/1999-4893/14/8/250

“Adaptive Supply Chain: Demand–Supply Synchronization Using Deep Reinforcement Learning”
by Kegenbekov, Z. and Jackson, I.
Algorithms 2021, 14(8), 240; https://doi.org/10.3390/a14080240
Available online: https://www.mdpi.com/1999-4893/14/8/240

“Data Mining Algorithms for Smart Cities: A Bibliometric Analysis”
by Kousis, A. and Tjortjis, C.
Algorithms 2021, 14(8), 242; https://doi.org/10.3390/a14080242
Available online: https://www.mdpi.com/1999-4893/14/8/242

“Machine Learning Predicts Outcomes of Phase III Clinical Trials for Prostate Cancer”
by Beacher, F. D., Mujica-Parodi, L. R., Gupta, S. and Ancora, L. A.
Algorithms 2021, 14(5), 147; https://doi.org/10.3390/a14050147
Available online: https://www.mdpi.com/1999-4893/14/5/147

“Digital Twins in Solar Farms: An Approach through Time Series and Deep Learning”
by Arafet, K. and Berlanga, R.
Algorithms 2021, 14(5), 156; https://doi.org/10.3390/a14050156
Available online: https://www.mdpi.com/1999-4893/14/5/156

“Mobile-Aware Deep Learning Algorithms for Malaria Parasites and White Blood Cells Localization in Thick Blood Smears”
by Nakasi, R., Mwebaze, E. and Zawedde, A.
Algorithms 2021, 14(1), 17; https://doi.org/10.3390/a14010017
Available online: https://www.mdpi.com/1999-4893/14/1/17

“Combining Optimization Methods Using an Adaptive Meta Optimizer”
by Landro, N., Gallo, I. and La Grassa, R.
Algorithms 2021, 14(6), 186; https://doi.org/10.3390/a14060186
Available online: https://www.mdpi.com/1999-4893/14/6/186

“Optimal CNN–Hopfield Network for Pattern Recognition Based on a Genetic Algorithm”
by Keddous, F. E. and Nakib, A.
Algorithms 2022, 15(1), 11; https://doi.org/10.3390/a15010011
Available online: https://www.mdpi.com/1999-4893/15/1/11