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 2021-05-01 to 2025-05-01.)

Article	Citations
Optimized deep learning approach for automated fault diagnosis in mobile robot used for fire-fighting application	162
Time series anomaly detection via clustering-based representation	72
Non-overlapping spectrum resources: enhancing video quality transmission with FDR-CK algorithm	55
HDTN: hybrid duo-transformer network for liver and hepatic tumor segmentation in CT images	50
Optimizing parameter settings for hopfield neural networks using reinforcement learning	46
An evolving approach to the similarity-based modeling for online clustering in non-stationary environments	45
Efficient malware detection based on machine learning for enhanced cloud privacy protection	44
Design of efficient Wiener spline adaptive filter for electrocardiogram signal enrichment	44
AI in gastrointestinal disease detection: overcoming segmentation challenges with Coati optimization strategy	42
Empirical mode decomposition-based biometric identification using GRU and LSTM deep neural networks on ECG signals	39
An augmented reality PQRST based method to improve self-learning skills for preschool autistic children	38
Reducing the number of trees in a forest using noisy features	31
An autonomous centreless approach to chunk-wise data partitioning	30
Hybrid self-attention NEAT: a novel evolutionary self-attention approach to improve the NEAT algorithm in high dimensional inputs	27
Neuro-swarm intelligence to study mosquito dispersal system in a heterogeneous atmosphere	27
Batch-enabled randomized parameter tuning for improved metaheuristic performance	26
Deep learning-based compression and encryption of CT images for secure telemedicine applications	25
Multiple attribute group decision making based on $$p,q$$-quasirung orthopair Bonferroni mean operators and their applications	23
Multi-objective optimization of portfolio selection involving non-convex attributes in an anti-fragile perspective	20
Beyond accuracy and precision: a robust deep learning framework to enhance the resilience of face mask detection models against adversarial attacks	20
Confluence metaheuristic: a novel initialization strategy for metaheuristic algorithms	19
GA-BiLSTM: an intelligent energy prediction and optimization approach for individual home appliances	19
A domain adaptation technique through cluster boundary integration	18
Binary northern goshawk optimization for feature selection on micro array cancer datasets	18
Deep neural networks for the early diagnosis of dementia and Alzheimer’s disease from MRI images	16

3DCC-MPNN: automated 3D reconstruction of corpus callosum based on modified PNN and marching cubes	16
A random deep neural system for heartbeat classification	16
Honey Badger Optimization based grid interactive asymmetrical cascaded MLI with minimum voltage distortion	15
Multichannel convolutional neural network-based fuzzy active contour model for medical image segmentation	13
Towards improvement of baseline performance for regression based human pose estimation	13
Grouped mask region convolution neural networks for improved breast cancer segmentation in mammography images	12
An efficient real-time stock prediction exploiting incremental learning and deep learning	11
Nature inspired optimization algorithms: a comprehensive overview	11
ResUNet + + : a comprehensive improved UNet + + framework for volumetric semantic segmentation of brain tumor MR images	11
A butterfly optimization approach for improving the performance of futuristic internet-of-things	11
FTN-ResNet50: flexible transformer network model with ResNet50 for road crack detection	10
Obituary Edwin Lughofer (1972–2023)	10
An explainable approach to deep learning from CT-scans for Covid identification	10
Correction: Boosted Aquila Arithmetic Optimization Algorithm for multi-level thresholding image segmentation	9
Feature dimensionality reduction via homological properties of observability	9
Multichannel KHMF for speech separation with enthalpy based DOA and score based CNN (SCNN)	9
Deep learning for efficient and multi-labelled classification of synthetic aperture radar images	9
Application of deep reinforcement learning in various image processing tasks: a survey	8
A comprehensive evaluation of Marine predator chaotic algorithm for feature selection of COVID-19	8
Deep Context Model (DCM): dual context-attention aware model for recognizing the heterogeneous human activities using smartphone sensors	8
A novel data augmentation approach for ego-lane detection enhancement	8
Sensecor: A framework for COVID-19 variants severity classification and symptoms detection	8
An advance computational intelligent approach to solve the third kind of nonlinear pantograph Lane–Emden differential system	8
An effective undersampling method for biomedical named entity recognition using machine learning	8
A semi-supervised deep rule-based classifier for robust finger knuckle-print verification	8
Deep recurrent Gaussian Nesterovs recommendation using multi-agent in social networks	8
Editorial on the Special Issue Innovations of Evolving-Adaptive Systems in the Era of the 4th Industrial Revolution	8
Two-space interaction enhanced particle swarm optimization for tackling high-dimensional problems	7
A combined grey multi criteria decision making model to evaluate public transportation systems	7
Weighted FedCOM: a communication efficient approach to federated learning	7
Dynamic adaptation of scan rates for efficient and congestion-aware internet-wide scanning in IoT security	7
IG-ANGO: a novel ensemble learning algorithm for breast cancer prediction using genomic data	7
Semi-supervised deep rule-based approach for the classification of Wagon Bogie springs condition	7
DEMD-IoT: a deep ensemble model for IoT malware detection using CNNs and network traffic	7
FocusCovid: automated COVID-19 detection using deep learning with chest X-ray images	7
Lung tumor cell classification with lightweight mobileNetV2 and attention-based SCAM enhanced faster R-CNN	7
Simultaneous feature selection and SVM optimization based on fuzzy signature and chaos GOA	7
Adaptive model based on ESN for anomaly detection in industrial systems	7
GAN-enhanced E-nose analysis: VTAAE for temporal dynamics in beef quality assessment	7
Evolving hyperbox fuzzy modeling	6
Online sequential ensembling of predictive fuzzy systems	6
Deep residual learning-based denoiser for medical X-ray images	6
Hunger games search based deep convolutional neural network for crop pest identification and classification with transfer learning	6
The competition and cooperation strategy game of patent technology innovation among enterprises under closed loop supply chain	6
A hybrid principal label space transformation-based ridge regression and decision tree for multi-label classification	6
RVFLN-CDFPA: a random vector functional link neural network optimized using a chaotic differential flower pollination algorithm for day ahead Net Asset Value prediction	6
Hunger games pattern search with elite opposite-based solution for solving complex engineering design problems	6
A face recognition system based-ALMMo-0 classifier	6
Enhancing CNN structure and learning through NSGA-II-based multi-objective optimization	6
Regular development strategy model and algorithm solution of non-renewable resources	6

Evolving knowledge representation learning with the dynamic asymmetric embedding model	5
A review of online supervised learning	5
Nonlinear dynamical system iteration applied in video face feature extraction and recognition	5
ASCAEO: accelerated sine cosine algorithm hybridized with equilibrium optimizer with application in image segmentation using multilevel thresholding	5
Battle royale optimizer for training multi-layer perceptron	5
Enhancing fault detection and diagnosis systems for a chemical process: a study on convolutional neural networks and transfer learning	5
Integrating sparse graph convolution and capsule networks for superior breast cancer diagnosis	5
An evolutionary algorithm-based approach for efficient design of Wiener spline non-linear adaptive filter and its experimental validation	5
Efficient cluster-based deep anomaly detection based traffic analysis and multi-objective optimization for smarter traffic control	5
eFCMG: an evolving fuzzy classifier with participatory learning and multivariable gaussian for data stream	5
PDRF-Net: a progressive dense residual fusion network for COVID-19 lung CT image segmentation	5
Correction: AFLF: a defensive framework to defeat multi-faceted adversarial attacks via attention feature fusion	5
Optimizing margin distribution for online multi-label classification	5
Multivariate time series short term forecasting using cumulative data of coronavirus	5
An improved restricted Boltzmann Machine using Bayesian Optimization for Recommender Systems	5
A domain knowledge infused gated network using integrated sentiment prediction framework for aspect-based sentiment analysis	5
GOOSE algorithm: a powerful optimization tool for real-world engineering challenges and beyond	5
Preference-based experience sharing scheme for multi-agent reinforcement learning in multi-target environments	5