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Top Articles

#	Title	Journal	Year	Citations
1	From the Quantum Approximate Optimization Algorithm to a Quantum Alternating Operator Ansatz	Algorithms	2019	350
2	An Efficient Algorithm for Automatic Peak Detection in Noisy Periodic and Quasi-Periodic Signals	Algorithms	2012	275
3	The NIRS Brain AnalyzIR Toolbox	Algorithms	2018	262
4	Learning Heterogeneous Knowledge Base Embeddings for Explainable Recommendation	Algorithms	2018	237
5	COVID-19 Outbreak Prediction with Machine Learning	Algorithms	2020	218
6	A Real-Time Chinese Traffic Sign Detection Algorithm Based on Modified YOLOv2	Algorithms	2017	190
7	Energy Efficient Routing in Wireless Sensor Networks Through Balanced Clustering	Algorithms	2013	150
8	A Review of Lithium-Ion Battery Fault Diagnostic Algorithms: Current Progress and Future Challenges	Algorithms	2020	147
9	Advances in Artificial Neural Networks – Methodological Development and Application	Algorithms	2009	144
10	A Survey on Star Identification Algorithms	Algorithms	2009	140
11	MultiAspect Graphs: Algebraic Representation and Algorithms	Algorithms	2017	120
12	From Intrusion Detection to an Intrusion Response System: Fundamentals, Requirements, and Future Directions	Algorithms	2017	112
13	Short Communication: Detecting Heavy Goods Vehicles in Rest Areas in Winter Conditions Using YOLOv5	Algorithms	2021	107
14	Variable Selection in Time Series Forecasting Using Random Forests	Algorithms	2017	106
15	Graph Compression by BFS	Algorithms	2009	101
16	Introduction to Reconfiguration	Algorithms	2018	100
17	A Review of Virtual Sensing Algorithms for Active Noise Control	Algorithms	2008	99
18	Detection of Suicide Ideation in Social Media Forums Using Deep Learning	Algorithms	2020	98
19	Visual and Textual Sentiment Analysis of a Microblog Using Deep Convolutional Neural Networks	Algorithms	2016	89
20	Optimizing Convolutional Neural Network Hyperparameters by Enhanced Swarm Intelligence Metaheuristics	Algorithms	2020	87
21	A Prediction of Precipitation Data Based on Support Vector Machine and Particle Swarm Optimization (PSO-SVM) Algorithms	Algorithms	2017	85
22	Modified Convolutional Neural Network Based on Dropout and the Stochastic Gradient Descent Optimizer	Algorithms	2018	85
23	Review on Electrical Impedance Tomography: Artificial Intelligence Methods and its Applications	Algorithms	2019	82
24	Intelligent Network Intrusion Prevention Feature Collection and Classification Algorithms	Algorithms	2021	82
25	Enforcing Security Mechanisms in the IP-Based Internet of Things: An Algorithmic Overview	Algorithms	2013	78
26	Pareto Optimization or Cascaded Weighted Sum: A Comparison of Concepts	Algorithms	2014	76
27	Automated Processing of fNIRS Data—A Visual Guide to the Pitfalls and Consequences	Algorithms	2018	76
28	A Survey of Convolutional Neural Networks on Edge with Reconfigurable Computing	Algorithms	2019	75
29	Energy Efficient Routing in Wireless Sensor Networks: A Comprehensive Survey	Algorithms	2020	73
30	Comparison of Internal Clustering Validation Indices for Prototype-Based Clustering	Algorithms	2017	72
31	A Grey-Box Ensemble Model Exploiting Black-Box Accuracy and White-Box Intrinsic Interpretability	Algorithms	2020	72
32	A Study on the Fuzzy-Logic-Based Solar Power MPPT Algorithms Using Different Fuzzy Input Variables	Algorithms	2015	71
33	Computer-Aided Diagnosis Systems for Brain Diseases in Magnetic Resonance Images	Algorithms	2009	70
34	Ensemble Deep Learning Models for Forecasting Cryptocurrency Time-Series	Algorithms	2020	69
35	Computing the Eccentricity Distribution of Large Graphs	Algorithms	2013	66
36	Optimized Deep Convolutional Neural Networks for Identification of Macular Diseases from Optical Coherence Tomography Images	Algorithms	2019	66
37	A Survey of Advances in Landscape Analysis for Optimisation	Algorithms	2021	66
38	Radio-Isotope Identification Algorithms for NaI γ Spectra	Algorithms	2009	63
39	A Data Analytic Algorithm for Managing, Querying, and Processing Uncertain Big Data in Cloud Environments	Algorithms	2015	63
40	Exact Algorithms for Maximum Clique: A Computational Study	Algorithms	2012	62
41	Iteration Scheme for Solving the System of Coupled Integro-Differential Equations for Excited and Ionized States of Molecular Systems	Algorithms	2018	62
42	Modeling Landscape Evapotranspiration by Integrating Land Surface Phenology and a Water Balance Algorithm	Algorithms	2008	58
43	Review of Recent Type-2 Fuzzy Controller Applications	Algorithms	2016	58
44	The Effects of Geopolitical Uncertainty in Forecasting Financial Markets: A Machine Learning Approach	Algorithms	2019	58
45	Nature-Inspired Optimization Algorithms for Text Document Clustering—A Comprehensive Analysis	Algorithms	2020	58
46	New Methodology to Approximate Type-Reduction Based on a Continuous Root-Finding Karnik Mendel Algorithm	Algorithms	2017	57
47	Training Artificial Neural Networks by a Hybrid PSO-CS Algorithm	Algorithms	2015	56
48	Mapping Higher-Order Network Flows in Memory and Multilayer Networks with Infomap	Algorithms	2017	56
49	Classification of Echolocation Calls from 14 Species of Bat by Support Vector Machines and Ensembles of Neural Networks	Algorithms	2009	54
50	A Review of Closed-Loop Algorithms for Glycemic Control in the Treatment of Type 1 Diabetes	Algorithms	2009	54

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