OOIR: Observatory of International Research

Papers

(The TQCC of Evolving Systems is 6. 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 2021-06-01 to 2025-06-01.)

Article	Citations
Optimized deep learning approach for automated fault diagnosis in mobile robot used for fire-fighting application	175
Time series anomaly detection via clustering-based representation	76
Non-overlapping spectrum resources: enhancing video quality transmission with FDR-CK algorithm	55
Optimizing parameter settings for hopfield neural networks using reinforcement learning	50
HDTN: hybrid duo-transformer network for liver and hepatic tumor segmentation in CT images	50
An evolving approach to the similarity-based modeling for online clustering in non-stationary environments	48
Design of efficient Wiener spline adaptive filter for electrocardiogram signal enrichment	46
A boosted sine cosine algorithm with dimension learning-based search and terminal replacement mechanism for optimization and engineering applications	45
Efficient malware detection based on machine learning for enhanced cloud privacy protection	40
An augmented reality PQRST based method to improve self-learning skills for preschool autistic children	39
Reducing the number of trees in a forest using noisy features	36
An autonomous centreless approach to chunk-wise data partitioning	32
Neuro-swarm intelligence to study mosquito dispersal system in a heterogeneous atmosphere	29
Batch-enabled randomized parameter tuning for improved metaheuristic performance	28
Deep learning-based compression and encryption of CT images for secure telemedicine applications	28
Multiple attribute group decision making based on $$p,q$$-quasirung orthopair Bonferroni mean operators and their applications	27
Multi-objective optimization of portfolio selection involving non-convex attributes in an anti-fragile perspective	25
AI in gastrointestinal disease detection: overcoming segmentation challenges with Coati optimization strategy	23
Beyond accuracy and precision: a robust deep learning framework to enhance the resilience of face mask detection models against adversarial attacks	20
Deep neural networks for the early diagnosis of dementia and Alzheimer’s disease from MRI images	19
Hybrid self-attention NEAT: a novel evolutionary self-attention approach to improve the NEAT algorithm in high dimensional inputs	19
Confluence metaheuristic: a novel initialization strategy for metaheuristic algorithms	19
Binary northern goshawk optimization for feature selection on micro array cancer datasets	19
Empirical mode decomposition-based biometric identification using GRU and LSTM deep neural networks on ECG signals	19
A random deep neural system for heartbeat classification	16

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

Online sequential ensembling of predictive fuzzy systems	6
Optimizing margin distribution for online multi-label classification	6