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 2020-11-01 to 2024-11-01.)

Article	Citations
A player unknown's battlegrounds ranking based optimization technique for power system optimization problem	124
A novel improved arithmetic optimization algorithm for optimal design of PID controlled and Bode’s ideal transfer function based automobile cruise control system	47
A novel approach for facial expression recognition based on Gabor filters and genetic algorithm	41
An enhanced ResNet-50 deep learning model for arrhythmia detection using electrocardiogram biomedical indicators	40
Nature-inspired optimization algorithms and their significance in multi-thresholding image segmentation: an inclusive review	37
FocusCovid: automated COVID-19 detection using deep learning with chest X-ray images	36
Deep learning system applicability for rapid glaucoma prediction from fundus images across various data sets	31
Nature inspired optimization algorithms: a comprehensive overview	29
Chimp optimization algorithm in multilevel image thresholding and image clustering	28
Developing new deep-learning model to enhance network intrusion classification	28
Extreme gradient boosting model based on improved Jaya optimizer applied to forecasting energy consumption in residential buildings	24
Botnet detection using negative selection algorithm, convolution neural network and classification methods	24
Battle royale optimizer for training multi-layer perceptron	22
Super-forecasting the ‘technological singularity’ risks from artificial intelligence	21
Multichannel convolutional neural network-based fuzzy active contour model for medical image segmentation	19
A survey on recent trends in deep learning for nucleus segmentation from histopathology images	18
A combined grey multi criteria decision making model to evaluate public transportation systems	16
Robust copy-move forgery detection using modified superpixel based FCM clustering with emperor penguin optimization and block feature matching	15
Vision-based continuous sign language recognition using multimodal sensor fusion	14
A dropout weight-constrained recurrent neural network model for forecasting the price of major cryptocurrencies and CCi30 index	14
A novel approach for controlling DC motor speed using NARXnet based FOPID controller	13
Generic image application using GANs (Generative Adversarial Networks): A Review	13
A human activity recognition method using wearable sensors based on convtransformer model	13
DEMD-IoT: a deep ensemble model for IoT malware detection using CNNs and network traffic	13
An efficient real-time stock prediction exploiting incremental learning and deep learning	13

Beyond accuracy and precision: a robust deep learning framework to enhance the resilience of face mask detection models against adversarial attacks	12
Intelligent tasks allocation at the edge based on machine learning and bio-inspired algorithms	12
Controller parameters tuning of water cycle algorithm and its application to load frequency control of multi-area power systems using TD-TI cascade control	12
XECryptoGA: a metaheuristic algorithm-based block cipher to enhance the security goals	11
Multi-area economic environmental dispatch using multi-objective squirrel search algorithm	11
Varying combination of feature extraction and modified support vector machines based prediction of myocardial infarction	11
Combined analysis on AGC and ELD of a hybrid power system with D-WCA designed Gaussian type-2 fuzzy controller	11
Transparent rule generator random forest (TRG-RF): an interpretable random forest	11
Notes on edge detection approaches	11
GOOSE algorithm: a powerful optimization tool for real-world engineering challenges and beyond	10
Wireless sensor deployment scheme for cost-effective smart farming using the ABC-TEEM algorithm	10
Smart walking assistant (SWA) for elderly care using an intelligent realtime hybrid model	10
Cluster head selection using hesitant fuzzy and firefly algorithm in wireless sensor networks	10
Dynamics of multi-point singular fifth-order Lane–Emden system with neuro-evolution heuristics	10
Hunger games pattern search with elite opposite-based solution for solving complex engineering design problems	9
Hunger games search based deep convolutional neural network for crop pest identification and classification with transfer learning	9
A comprehensive evaluation of Marine predator chaotic algorithm for feature selection of COVID-19	9
Modified residual networks for severity stage classification of diabetic retinopathy	8
An advance computational intelligent approach to solve the third kind of nonlinear pantograph Lane–Emden differential system	8
A large multiclass dataset of CT scans for COVID-19 identification	8
Evaluation of deep learning model for human activity recognition	8
Fuzzy logic, neural-fuzzy network and honey bees algorithm to develop the swarm motion of aerial robots	7
An efficient ear recognition technique based on deep ensemble learning approach	7
A memetic animal migration optimizer for multimodal optimization	7
Evolutionary-based generation of rotation and scale invariant texture descriptors from SIFT keypoints	7
Optimal Volterra-based nonlinear system identification using arithmetic optimization algorithm assisted with Kalman filter	6
A semi-supervised deep rule-based classifier for robust finger knuckle-print verification	6
Classification of attention levels using a Random Forest algorithm optimized with Particle Swarm Optimization	6
Ant colony optimization technique for integrating renewable DG in distribution system with techno-economic objectives	6
Sleep apnea detection from ECG signal using deep CNN-based structures	6
An augmented reality PQRST based method to improve self-learning skills for preschool autistic children	6
MiniNet: a concise CNN for image forgery detection	6
Analyzing flight delay prediction under concept drift	6
AMTLDC: a new adversarial multi-source transfer learning framework to diagnosis of COVID-19	6
Improved equilibrium optimization based on Levy flight approach for feature selection	6
Biofeedback: e-health prediction based on evolving fuzzy neural network and wearable technologies	6
DeepSpacy-NER: an efficient deep learning model for named entity recognition for Punjabi language	6
Score level fusion of major and minor finger knuckle patterns based symmetric sum-based rules for person authentication	6
Evolving and explainable clinical risk assessment at the edge	6
Facial emotion recognition and music recommendation system using CNN-based deep learning techniques	6
EvolveCluster: an evolutionary clustering algorithm for streaming data	6
The competition and cooperation strategy game of patent technology innovation among enterprises under closed loop supply chain	6
Multi-class classification of Alzheimer’s disease through distinct neuroimaging computational approaches using Florbetapir PET scans	5
Fuzzy PROMETHEE model for public transport mode choice analysis	5
Deep learning for efficient and multi-labelled classification of synthetic aperture radar images	5
Online sequential ensembling of predictive fuzzy systems	5
Attention-based hand semantic segmentation and gesture recognition using deep networks	5
An evolutionary approach with reliability priority to design Scada systems for water reservoirs	5
Interval type-2 fuzzy set based time series forecasting using a data-driven partitioning approach	5
Science4Fashion: an end-to-end decision support system for fashion designers	4

DeepNet-WI: a deep-net model for offline Urdu writer identification	4
An effective shunt active power filter based on novel binary multilevel inverter and optimal type-2 fuzzy system to accurately mitigate harmonic currents	4
A new COVID-19 classification approach based on Bayesian optimization SVM kernel using chest X-ray datasets	4
Eyelid basal cell carcinoma classification using shallow and deep learning artificial neural networks	4
A multi-agent optimization algorithm and its application to training multilayer perceptron models	4
Correlation-based modified long short-term memory network approach for software defect prediction	4
Vaccination and isolation based control design of the COVID-19 pandemic based on adaptive neuro fuzzy inference system optimized with the genetic algorithm	4
A novel normalization algorithm to facilitate pre-assessment of Covid-19 disease by improving accuracy of CNN and its FPGA implementation	4
Prim based link quality and thermal aware adaptive routing protocol for IoMT using SigFox network in WBAN	4
Adaptive hyperparameter optimization for short term traffic flow prediction with spatial temporal correlated raster data	4
A random deep neural system for heartbeat classification	4
Evolving fuzzy neural classifier that integrates uncertainty from human-expert feedback	4
Dimensionality reduction in the context of dynamic social media data streams	4
An effective biometric identification system using enhanced palm texture features	3
Deep recurrent learning based qualified sequence segment analytical model (QS2AM) for infectious disease detection using CT images	3
A transfer learning approach to cross-domain authorship attribution	3
Self-adaptive henry gas solubility optimizer for identification of solid oxide fuel cell	3
Application of feature extraction using nonlinear dynamic system in face recognition	3
ASCAEO: accelerated sine cosine algorithm hybridized with equilibrium optimizer with application in image segmentation using multilevel thresholding	3
Unit hydrograph identification based on fuzzy regression analysis	3
GA-BiLSTM: an intelligent energy prediction and optimization approach for individual home appliances	3
A finger vein feature extraction network fusing global/local features and its lightweight network	3
Public key authenticated encryption with multiple keywords search using Mamdani system	3
Reducing the number of trees in a forest using noisy features	3
Honey Badger algorithm using lens opposition based learning and local search algorithm	3
3D convolution neural network-based person identification using gait cycles	3
A simple and efficient incremental missing data imputation method for evolving neo-fuzzy network	3
Evolving fuzzy predictor with multivariable Gaussian participatory learning and multi-innovations recursive weighted least squares: eFMI	3
Damage detection in frame elements using Grasshopper Optimization Algorithm (GOA) and time-domain responses of the structure	3
A league-knock-out tournament quantum particle swarm optimization algorithm for nonlinear constrained optimization problems and applications	3
Optimizing kernel possibilistic fuzzy C-means clustering using metaheuristic algorithms	3
EGPIECLMAC: efficient grayscale privacy image encryption with chaos logistics maps and Arnold Cat	3
Range-free localization for GWSN using k-NN algorithm with local linear Gaussian kernel regression (KGR)	3
Neural network based CT-Canny edge detector considering watermarking framework	3
Min max kurtosis distance based improved initial centroid selection approach of K-means clustering for big data mining on gene expression data	3
Adaptive particle swarm optimization model for resource leveling	3
An improved restricted Boltzmann Machine using Bayesian Optimization for Recommender Systems	3
Deep recurrent Gaussian Nesterovs recommendation using multi-agent in social networks	2
A review of online supervised learning	2
PDRF-Net: a progressive dense residual fusion network for COVID-19 lung CT image segmentation	2
Grouped mask region convolution neural networks for improved breast cancer segmentation in mammography images	2
Very deep fully convolutional encoder–decoder network based on wavelet transform for art image fusion in cloud computing environment	2
Sign language mobile apps: a systematic review of current app evaluation progress and solution framework	2
Detection of stealthy single-source SSH password guessing attacks	2
Phase-wise injury integrated severity modeling of road accidents: a two-stage hybrid multi-criteria decision-making model	2
A novel multilevel color image segmentation technique based on an improved firefly algorithm and energy curve	2
Ensemble of transfer learning and light-weight convolutional neural network model for an effective ear recognition system	2
Nonlinear dynamical system iteration applied in video face feature extraction and recognition	2
Social network security using genetic algorithm	2
A fuzzy connective score fusion technique for 2D and 3D palmprint authentication system	2
Lévy flight and chaos theory based gravitational search algorithm for multilayer perceptron training	2
An effective undersampling method for biomedical named entity recognition using machine learning	2
Adaptive deep Runge Kutta Garson’s network with node disjoint local repair protocol based multipath routing in MANET	2
Enhancing fault detection and diagnosis systems for a chemical process: a study on convolutional neural networks and transfer learning	2
Multivariate time series short term forecasting using cumulative data of coronavirus	2
A new optimal prediction technique for energy demand based on CNN and improved water strider algorithm: a study on socio-economic-climatic parameters	2
Design optimization of the complementary voltage controlled oscillator using a multi-objective gravitational search algorithm	2
AO-SAKEL: arithmetic optimization-based self-adaptive kernel extreme learning for international trade prediction	2
The future of wireless mesh network in next-generation communication: a perspective overview	2
Modified remora optimization based matching pursuit with density peak clustering for localization of epileptic seizure onset zones	2