OOIR: Observatory of International Research

Papers

(The median citation count of Evolving Systems is 2. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-04-01 to 2024-04-01.)

Article	Citations
Automatic tuning of hyperparameters using Bayesian optimization	186
A player unknown's battlegrounds ranking based optimization technique for power system optimization problem	95
A graph neural network method for distributed anomaly detection in IoT	53
A new framework for grayscale ear images recognition using generative adversarial networks under unconstrained conditions	37
A novel improved arithmetic optimization algorithm for optimal design of PID controlled and Bode’s ideal transfer function based automobile cruise control system	37
FocusCovid: automated COVID-19 detection using deep learning with chest X-ray images	35
A novel approach for facial expression recognition based on Gabor filters and genetic algorithm	33
Nature-inspired optimization algorithms and their significance in multi-thresholding image segmentation: an inclusive review	24
Deep learning system applicability for rapid glaucoma prediction from fundus images across various data sets	23
Chimp optimization algorithm in multilevel image thresholding and image clustering	21
Botnet detection using negative selection algorithm, convolution neural network and classification methods	21
Battle royale optimizer for training multi-layer perceptron	21
Extreme gradient boosting model based on improved Jaya optimizer applied to forecasting energy consumption in residential buildings	20
Developing new deep-learning model to enhance network intrusion classification	20
Nature inspired optimization algorithms: a comprehensive overview	20
Multichannel convolutional neural network-based fuzzy active contour model for medical image segmentation	16
Super-forecasting the ‘technological singularity’ risks from artificial intelligence	13
Handling of advanced persistent threats and complex incidents in healthcare, transportation and energy ICT infrastructures	13
Vision-based continuous sign language recognition using multimodal sensor fusion	12
A dropout weight-constrained recurrent neural network model for forecasting the price of major cryptocurrencies and CCi30 index	12
A combined grey multi criteria decision making model to evaluate public transportation systems	12
Robust copy-move forgery detection using modified superpixel based FCM clustering with emperor penguin optimization and block feature matching	12
Deep rule-based classifier for finger knuckle pattern recognition system	12
A novel approach for controlling DC motor speed using NARXnet based FOPID controller	11
Varying combination of feature extraction and modified support vector machines based prediction of myocardial infarction	10

Controller parameters tuning of water cycle algorithm and its application to load frequency control of multi-area power systems using TD-TI cascade control	10
Intelligent tasks allocation at the edge based on machine learning and bio-inspired algorithms	10
A survey on recent trends in deep learning for nucleus segmentation from histopathology images	10
Smart walking assistant (SWA) for elderly care using an intelligent realtime hybrid model	10
Optimal integration of multi-type DG in RDS based on novel voltage stability index with future load growth	9
Dynamics of multi-point singular fifth-order Lane–Emden system with neuro-evolution heuristics	9
Notes on edge detection approaches	9
Automatic acoustic identification of respiratory diseases	8
A human activity recognition method using wearable sensors based on convtransformer model	8
An efficient real-time stock prediction exploiting incremental learning and deep learning	8
Cluster head selection using hesitant fuzzy and firefly algorithm in wireless sensor networks	8
Combined analysis on AGC and ELD of a hybrid power system with D-WCA designed Gaussian type-2 fuzzy controller	8
Evaluation of deep learning model for human activity recognition	7
A large multiclass dataset of CT scans for COVID-19 identification	7
Transparent rule generator random forest (TRG-RF): an interpretable random forest	6
Evolutionary-based generation of rotation and scale invariant texture descriptors from SIFT keypoints	6
Hunger games pattern search with elite opposite-based solution for solving complex engineering design problems	6
Beyond accuracy and precision: a robust deep learning framework to enhance the resilience of face mask detection models against adversarial attacks	6
Multi-area economic environmental dispatch using multi-objective squirrel search algorithm	6
XECryptoGA: a metaheuristic algorithm-based block cipher to enhance the security goals	6
Biofeedback: e-health prediction based on evolving fuzzy neural network and wearable technologies	6
Discovering sentiment potential in Twitter conversations with Hilbert–Huang spectrum	6
DEMD-IoT: a deep ensemble model for IoT malware detection using CNNs and network traffic	6
An advance computational intelligent approach to solve the third kind of nonlinear pantograph Lane–Emden differential system	6
Ant colony optimization technique for integrating renewable DG in distribution system with techno-economic objectives	6
Generic image application using GANs (Generative Adversarial Networks): A Review	6
Modified residual networks for severity stage classification of diabetic retinopathy	6
Wireless sensor deployment scheme for cost-effective smart farming using the ABC-TEEM algorithm	6
Multi-class classification of Alzheimer’s disease through distinct neuroimaging computational approaches using Florbetapir PET scans	5
Classification of attention levels using a Random Forest algorithm optimized with Particle Swarm Optimization	5
The competition and cooperation strategy game of patent technology innovation among enterprises under closed loop supply chain	5
RETRACTED ARTICLE: Optimization of a building energy performance by a multi-objective optimization, using sustainable energy combinations	5
Deep learning for efficient and multi-labelled classification of synthetic aperture radar images	5
Evolving and explainable clinical risk assessment at the edge	5
A simulated annealing optimization algorithm based nonlinear model predictive control strategy with application	5
A novel normalization algorithm to facilitate pre-assessment of Covid-19 disease by improving accuracy of CNN and its FPGA implementation	5
An evolutionary approach with reliability priority to design Scada systems for water reservoirs	5
A memetic animal migration optimizer for multimodal optimization	5
An augmented reality PQRST based method to improve self-learning skills for preschool autistic children	5
MiniNet: a concise CNN for image forgery detection	4
Analyzing flight delay prediction under concept drift	4
Improved equilibrium optimization based on Levy flight approach for feature selection	4
A random deep neural system for heartbeat classification	4
EvolveCluster: an evolutionary clustering algorithm for streaming data	4
HDPA: historical document processing and analysis framework	4
DeepSpacy-NER: an efficient deep learning model for named entity recognition for Punjabi language	4
Optimal Volterra-based nonlinear system identification using arithmetic optimization algorithm assisted with Kalman filter	4
A semi-supervised deep rule-based classifier for robust finger knuckle-print verification	4
Fuzzy PROMETHEE model for public transport mode choice analysis	4
Online sequential ensembling of predictive fuzzy systems	4

A novel real-time design for fighting game AI	4
Evaluation of feature learning for anomaly detection in network traffic	4
An enhanced ResNet-50 deep learning model for arrhythmia detection using electrocardiogram biomedical indicators	4
Score level fusion of major and minor finger knuckle patterns based symmetric sum-based rules for person authentication	4
AMTLDC: a new adversarial multi-source transfer learning framework to diagnosis of COVID-19	4
Evaluation of a dynamic classification method for multimodal ambiguities based on Hidden Markov Models	4
Hunger games search based deep convolutional neural network for crop pest identification and classification with transfer learning	4
Sleep apnea detection from ECG signal using deep CNN-based structures	4
Evolving fuzzy neural classifier that integrates uncertainty from human-expert feedback	4
Public key authenticated encryption with multiple keywords search using Mamdani system	3
EGPIECLMAC: efficient grayscale privacy image encryption with chaos logistics maps and Arnold Cat	3
3D convolution neural network-based person identification using gait cycles	3
Fuzzy logic, neural-fuzzy network and honey bees algorithm to develop the swarm motion of aerial robots	3
Unit hydrograph identification based on fuzzy regression analysis	3
An effective biometric identification system using enhanced palm texture features	3
Vaccination and isolation based control design of the COVID-19 pandemic based on adaptive neuro fuzzy inference system optimized with the genetic algorithm	3
Dimensionality reduction in the context of dynamic social media data streams	3
Eyelid basal cell carcinoma classification using shallow and deep learning artificial neural networks	3
Damage detection in frame elements using Grasshopper Optimization Algorithm (GOA) and time-domain responses of the structure	3
A finger vein feature extraction network fusing global/local features and its lightweight network	3
An efficient ear recognition technique based on deep ensemble learning approach	3
Evolving granular control with high-gain observers for feedback linearizable nonlinear systems	3
Neural network based CT-Canny edge detector considering watermarking framework	3
Adaptive hyperparameter optimization for short term traffic flow prediction with spatial temporal correlated raster data	3
Adaptive particle swarm optimization model for resource leveling	3
Attention-based hand semantic segmentation and gesture recognition using deep networks	2
Deep recurrent Gaussian Nesterovs recommendation using multi-agent in social networks	2
Min max kurtosis distance based improved initial centroid selection approach of K-means clustering for big data mining on gene expression data	2
Neural network-based fault-tolerant control approach considering a submarine system	2
A league-knock-out tournament quantum particle swarm optimization algorithm for nonlinear constrained optimization problems and applications	2
Reducing the number of trees in a forest using noisy features	2
Prim based link quality and thermal aware adaptive routing protocol for IoMT using SigFox network in WBAN	2
PDRF-Net: a progressive dense residual fusion network for COVID-19 lung CT image segmentation	2
Evolving fuzzy predictor with multivariable Gaussian participatory learning and multi-innovations recursive weighted least squares: eFMI	2
Correlation-based modified long short-term memory network approach for software defect prediction	2
A transfer learning approach to cross-domain authorship attribution	2
Suicidal tendencies prediction in Greek poetry	2
Adaptive deep Runge Kutta Garson’s network with node disjoint local repair protocol based multipath routing in MANET	2
Multivariate time series short term forecasting using cumulative data of coronavirus	2
Interval type-2 fuzzy set based time series forecasting using a data-driven partitioning approach	2
Social network security using genetic algorithm	2
Range-free localization for GWSN using k-NN algorithm with local linear Gaussian kernel regression (KGR)	2
Self-adaptive henry gas solubility optimizer for identification of solid oxide fuel cell	2