OOIR: Observatory of International Research

Papers

(The TQCC of Evolving Systems is 5. 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
Developing new deep-learning model to enhance network intrusion classification	20
Nature inspired optimization algorithms: a comprehensive overview	20
Extreme gradient boosting model based on improved Jaya optimizer applied to forecasting energy consumption in residential buildings	20
Multichannel convolutional neural network-based fuzzy active contour model for medical image segmentation	16
Handling of advanced persistent threats and complex incidents in healthcare, transportation and energy ICT infrastructures	13
Super-forecasting the ‘technological singularity’ risks from artificial intelligence	13
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
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 novel approach for controlling DC motor speed using NARXnet based FOPID controller	11
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
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
Dynamics of multi-point singular fifth-order Lane–Emden system with neuro-evolution heuristics	9
Notes on edge detection approaches	9
Optimal integration of multi-type DG in RDS based on novel voltage stability index with future load growth	9
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
Automatic acoustic identification of respiratory diseases	8
Evaluation of deep learning model for human activity recognition	7
A large multiclass dataset of CT scans for COVID-19 identification	7
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
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
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
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