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 2021-08-01 to 2025-08-01.)

Article	Citations
Time series anomaly detection via clustering-based representation	175
HDTN: hybrid duo-transformer network for liver and hepatic tumor segmentation in CT images	83
Optimizing parameter settings for hopfield neural networks using reinforcement learning	61
CRCNet: convolutional multi-layer perceptron encoder with attention module for colorectal cancer segmentation	58
Design of efficient Wiener spline adaptive filter for electrocardiogram signal enrichment	55
An evolving approach to the similarity-based modeling for online clustering in non-stationary environments	51
PolyNet-FractalNet deep feature fusion framework with modified spider monkey optimization for multi-modal biometric recognition	48
Optimized deep learning approach for automated fault diagnosis in mobile robot used for fire-fighting application	44
Non-overlapping spectrum resources: enhancing video quality transmission with FDR-CK algorithm	42
A boosted sine cosine algorithm with dimension learning-based search and terminal replacement mechanism for optimization and engineering applications	41
An autonomous centreless approach to chunk-wise data partitioning	35
Reducing the number of trees in a forest using noisy features	35
Multiple attribute group decision making based on $$p,q$$-quasirung orthopair Bonferroni mean operators and their applications	35
Neuro-swarm intelligence to study mosquito dispersal system in a heterogeneous atmosphere	32
Batch-enabled randomized parameter tuning for improved metaheuristic performance	29
Efficient malware detection based on machine learning for enhanced cloud privacy protection	27
Hybrid self-attention NEAT: a novel evolutionary self-attention approach to improve the NEAT algorithm in high dimensional inputs	24
Multi-objective optimization of portfolio selection involving non-convex attributes in an anti-fragile perspective	24
Deep learning-based compression and encryption of CT images for secure telemedicine applications	22
Beyond accuracy and precision: a robust deep learning framework to enhance the resilience of face mask detection models against adversarial attacks	21
Empirical mode decomposition-based biometric identification using GRU and LSTM deep neural networks on ECG signals	21
AI in gastrointestinal disease detection: overcoming segmentation challenges with Coati optimization strategy	20
Deep neural networks for the early diagnosis of dementia and Alzheimer’s disease from MRI images	19
An augmented reality PQRST based method to improve self-learning skills for preschool autistic children	19
Confluence metaheuristic: a novel initialization strategy for metaheuristic algorithms	18

A new IoT recommendation system based on a dynamic ontology	16
A random deep neural system for heartbeat classification	14
GA-BiLSTM: an intelligent energy prediction and optimization approach for individual home appliances	14
A domain adaptation technique through cluster boundary integration	14
Binary northern goshawk optimization for feature selection on micro array cancer datasets	14
Grouped mask region convolution neural networks for improved breast cancer segmentation in mammography images	13
3DCC-MPNN: automated 3D reconstruction of corpus callosum based on modified PNN and marching cubes	13
ResUNet + + : a comprehensive improved UNet + + framework for volumetric semantic segmentation of brain tumor MR images	13
A butterfly optimization approach for improving the performance of futuristic internet-of-things	13
Honey Badger Optimization based grid interactive asymmetrical cascaded MLI with minimum voltage distortion	13
An efficient real-time stock prediction exploiting incremental learning and deep learning	12
Towards improvement of baseline performance for regression based human pose estimation	12
Nature inspired optimization algorithms: a comprehensive overview	11
A hybrid jumping swarm optimization based local search approach for minimum weighted dominating set problem	11
Multi-modal fusion and vision transformers for robust early AMD prediction	11
Obituary Edwin Lughofer (1972–2023)	11
An explainable approach to deep learning from CT-scans for Covid identification	11
Feature dimensionality reduction via homological properties of observability	10
Correction: Boosted Aquila Arithmetic Optimization Algorithm for multi-level thresholding image segmentation	10
Multichannel KHMF for speech separation with enthalpy based DOA and score based CNN (SCNN)	10
Sensecor: A framework for COVID-19 variants severity classification and symptoms detection	9
An advance computational intelligent approach to solve the third kind of nonlinear pantograph Lane–Emden differential system	9
A semi-supervised deep rule-based classifier for robust finger knuckle-print verification	9
An effective undersampling method for biomedical named entity recognition using machine learning	9
Healthcare fraud detection using adaptive learning and deep learning techniques	9
Application of deep reinforcement learning in various image processing tasks: a survey	9
Deep recurrent Gaussian Nesterovs recommendation using multi-agent in social networks	9
FTN-ResNet50: flexible transformer network model with ResNet50 for road crack detection	9
Editorial on the Special Issue Innovations of Evolving-Adaptive Systems in the Era of the 4th Industrial Revolution	8
A comprehensive evaluation of Marine predator chaotic algorithm for feature selection of COVID-19	8
Semi-supervised deep rule-based approach for the classification of Wagon Bogie springs condition	8
Weighted FedCOM: a communication efficient approach to federated learning	8
IG-ANGO: a novel ensemble learning algorithm for breast cancer prediction using genomic data	8
Two-space interaction enhanced particle swarm optimization for tackling high-dimensional problems	8
Dynamic adaptation of scan rates for efficient and congestion-aware internet-wide scanning in IoT security	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
Lung tumor cell classification with lightweight mobileNetV2 and attention-based SCAM enhanced faster R-CNN	8
A novel approach for classifying LEV motor bearing faults using a PSO-optimized CNN model and parameters based on transfer learning	8
The competition and cooperation strategy game of patent technology innovation among enterprises under closed loop supply chain	7
Adaptive model based on ESN for anomaly detection in industrial systems	7
DEMD-IoT: a deep ensemble model for IoT malware detection using CNNs and network traffic	7
A hybrid principal label space transformation-based ridge regression and decision tree for multi-label classification	7
A combined grey multi criteria decision making model to evaluate public transportation systems	7
Simultaneous feature selection and SVM optimization based on fuzzy signature and chaos GOA	7
RVFLN-CDFPA: a random vector functional link neural network optimized using a chaotic differential flower pollination algorithm for day ahead Net Asset Value prediction	7
A face recognition system based-ALMMo-0 classifier	7
GAN-enhanced E-nose analysis: VTAAE for temporal dynamics in beef quality assessment	7
Deep residual learning-based denoiser for medical X-ray images	7
Regular development strategy model and algorithm solution of non-renewable resources	6

Hunger games pattern search with elite opposite-based solution for solving complex engineering design problems	6
Efficient cluster-based deep anomaly detection based traffic analysis and multi-objective optimization for smarter traffic control	6
Enhancing CNN structure and learning through NSGA-II-based multi-objective optimization	6
Online sequential ensembling of predictive fuzzy systems	6
Evolving hyperbox fuzzy modeling	6
Hunger games search based deep convolutional neural network for crop pest identification and classification with transfer learning	6
Optimizing margin distribution for online multi-label classification	6
Evolving knowledge representation learning with the dynamic asymmetric embedding model	6