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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	406
2	An Efficient Algorithm for Automatic Peak Detection in Noisy Periodic and Quasi-Periodic Signals	Algorithms	2012	306
3	The NIRS Brain AnalyzIR Toolbox	Algorithms	2018	285
4	Learning Heterogeneous Knowledge Base Embeddings for Explainable Recommendation	Algorithms	2018	269
5	COVID-19 Outbreak Prediction with Machine Learning	Algorithms	2020	234
6	A Real-Time Chinese Traffic Sign Detection Algorithm Based on Modified YOLOv2	Algorithms	2017	204
7	A Review of Lithium-Ion Battery Fault Diagnostic Algorithms: Current Progress and Future Challenges	Algorithms	2020	170
8	Energy Efficient Routing in Wireless Sensor Networks Through Balanced Clustering	Algorithms	2013	156
9	Advances in Artificial Neural Networks – Methodological Development and Application	Algorithms	2009	148
10	A Survey on Star Identification Algorithms	Algorithms	2009	144
11	Short Communication: Detecting Heavy Goods Vehicles in Rest Areas in Winter Conditions Using YOLOv5	Algorithms	2021	134
12	From Intrusion Detection to an Intrusion Response System: Fundamentals, Requirements, and Future Directions	Algorithms	2017	121
13	MultiAspect Graphs: Algebraic Representation and Algorithms	Algorithms	2017	120
14	Variable Selection in Time Series Forecasting Using Random Forests	Algorithms	2017	119
15	Detection of Suicide Ideation in Social Media Forums Using Deep Learning	Algorithms	2020	113
16	Introduction to Reconfiguration	Algorithms	2018	106
17	Effective Heart Disease Prediction Using Machine Learning Techniques	Algorithms	2023	105
18	A Review of Virtual Sensing Algorithms for Active Noise Control	Algorithms	2008	103
19	Graph Compression by BFS	Algorithms	2009	103
20	Visual and Textual Sentiment Analysis of a Microblog Using Deep Convolutional Neural Networks	Algorithms	2016	99
21	Optimizing Convolutional Neural Network Hyperparameters by Enhanced Swarm Intelligence Metaheuristics	Algorithms	2020	99
22	Energy Efficient Routing in Wireless Sensor Networks: A Comprehensive Survey	Algorithms	2020	91
23	A Grey-Box Ensemble Model Exploiting Black-Box Accuracy and White-Box Intrinsic Interpretability	Algorithms	2020	91
24	Modified Convolutional Neural Network Based on Dropout and the Stochastic Gradient Descent Optimizer	Algorithms	2018	90
25	Review on Electrical Impedance Tomography: Artificial Intelligence Methods and its Applications	Algorithms	2019	89
26	A Prediction of Precipitation Data Based on Support Vector Machine and Particle Swarm Optimization (PSO-SVM) Algorithms	Algorithms	2017	88
27	Automated Processing of fNIRS Data—A Visual Guide to the Pitfalls and Consequences	Algorithms	2018	85
28	Intelligent Network Intrusion Prevention Feature Collection and Classification Algorithms	Algorithms	2021	85
29	A Survey of Convolutional Neural Networks on Edge with Reconfigurable Computing	Algorithms	2019	84
30	Ensemble Deep Learning Models for Forecasting Cryptocurrency Time-Series	Algorithms	2020	83
31	A Survey of Advances in Landscape Analysis for Optimisation	Algorithms	2021	81
32	Enforcing Security Mechanisms in the IP-Based Internet of Things: An Algorithmic Overview	Algorithms	2013	80
33	Pareto Optimization or Cascaded Weighted Sum: A Comparison of Concepts	Algorithms	2014	79
34	Comparison of Internal Clustering Validation Indices for Prototype-Based Clustering	Algorithms	2017	77
35	A Study on the Fuzzy-Logic-Based Solar Power MPPT Algorithms Using Different Fuzzy Input Variables	Algorithms	2015	76
36	Computer-Aided Diagnosis Systems for Brain Diseases in Magnetic Resonance Images	Algorithms	2009	72
37	Computing the Eccentricity Distribution of Large Graphs	Algorithms	2013	71
38	Optimized Deep Convolutional Neural Networks for Identification of Macular Diseases from Optical Coherence Tomography Images	Algorithms	2019	71
39	Review of Recent Type-2 Fuzzy Controller Applications	Algorithms	2016	68
40	A Deep Analysis of Brain Tumor Detection from MR Images Using Deep Learning Networks	Algorithms	2023	68
41	Radio-Isotope Identification Algorithms for NaI γ Spectra	Algorithms	2009	64
42	Exact Algorithms for Maximum Clique: A Computational Study	Algorithms	2012	63
43	A Data Analytic Algorithm for Managing, Querying, and Processing Uncertain Big Data in Cloud Environments	Algorithms	2015	63
44	Nature-Inspired Optimization Algorithms for Text Document Clustering—A Comprehensive Analysis	Algorithms	2020	63
45	Iteration Scheme for Solving the System of Coupled Integro-Differential Equations for Excited and Ionized States of Molecular Systems	Algorithms	2018	62
46	The Effects of Geopolitical Uncertainty in Forecasting Financial Markets: A Machine Learning Approach	Algorithms	2019	61
47	Mapping Higher-Order Network Flows in Memory and Multilayer Networks with Infomap	Algorithms	2017	60
48	Modeling Landscape Evapotranspiration by Integrating Land Surface Phenology and a Water Balance Algorithm	Algorithms	2008	58
49	Training Artificial Neural Networks by a Hybrid PSO-CS Algorithm	Algorithms	2015	58
50	New Methodology to Approximate Type-Reduction Based on a Continuous Root-Finding Karnik Mendel Algorithm	Algorithms	2017	58

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