Algorithms | Top Cited Papers in 2022

“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

“Squeezing Backbone Feature Distributions to the Max for Efficient Few-Shot Learning” 
by Yuqing Hu, Stéphane Pateux and Vincent Gripon
Algorithms 2022, 15(5), 147; https://doi.org/10.3390/a15050147
Available online: https://www.mdpi.com/1999-4893/15/5/147

“A Review on the Performance of Linear and Mixed Integer Two-Stage Stochastic Programming Software”
by Juan J. Torres, Can Li, Robert M. Apap and Ignacio E. Grossmann
Algorithms 2022, 15(4), 103; https://doi.org/10.3390/a15040103
Available online: http://www.mdpi.com/1999-4893/15/4/103

“A Variable Step Size Normalized Least-Mean-Square Algorithm Based on Data Reuse”
by Alexandru-George Rusu, Constantin Paleologu, Jacob Benesty and Silviu Ciochină
Algorithms 2022, 15(4), 111; https://doi.org/10.3390/a15040111
Available online: https://www.mdpi.com/1999-4893/15/4/111

“Smart(Sampling)Augment: Optimal and Efficient Data Augmentation for Semantic Segmentation” 
by Misgana Negassi, Diane Wagner and Alexander Reiterer
Algorithms 2022, 15(5), 165; https://doi.org/10.3390/a15050165
Available online: https://www.mdpi.com/1999-4893/15/5/165

“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

“Deterministic Approximate EM Algorithm; Application to the Riemann Approximation EM and the Tempered EM” 
by Thomas Lartigue, Stanley Durrleman and Stéphanie Allassonnière
Algorithms 2022, 15(3), 78; https://doi.org/10.3390/a15030078
Available online: https://www.mdpi.com/1999-4893/15/3/78

“Using Explainable Machine Learning to Explore the Impact of Synoptic Reporting on Prostate Cancer” 
by Femke M. Janssen, Katja K. H. Aben, Berdine L. Heesterman, Quirinus J. M. Voorham, Paul A. Seegers and Arturo Moncada-Torres
Algorithms 2022, 15(2), 49; https://doi.org/10.3390/a15020049
Available online: https://www.mdpi.com/1999-4893/15/2/49

“Applying Simheuristics to Minimize Overall Costs of an MRP Planned Production System” 
by Wolfgang Seiringer, Juliana Castaneda, Klaus Altendorfer, Javier Panadero and Angel A. Juan
Algorithms 2022, 15(2), 40; https://doi.org/10.3390/a15020040
Available online: https://www.mdpi.com/1999-4893/15/2/40

“A Reward Population-Based Differential Genetic Harmony Search Algorithm” 
by Yang Zhang, Jiacheng Li and Lei Li
Algorithms 2022, 15(1), 23; https://doi.org/10.3390/a15010023
Available online: https://www.mdpi.com/1999-4893/15/1/23

“Evolutionary Optimization of Spiking Neural P Systems for Remaining Useful Life Prediction” 
by Leonardo Lucio Custode, Hyunho Mo, Andrea Ferigo and Giovanni Iacca
Algorithms 2022, 15(3), 23; https://doi.org/10.3390/a15030098
Available online: https://www.mdpi.com/1999-4893/15/3/98

“Improved JPS Path Optimization for Mobile Robots Based on Angle-Propagation Theta* Algorithm” 
by Yuan Luo, Jiakai Lu, Qiong Qin and Yanyu Liu
Algorithms 2022, 15(6), 23; https://doi.org/10.3390/a15060198
Available online: https://www.mdpi.com/1999-4893/15/6/198