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 2021-11-01 to 2025-11-01.)

Article	Citations
Non-overlapping spectrum resources: enhancing video quality transmission with FDR-CK algorithm	188
An evolving approach to the similarity-based modeling for online clustering in non-stationary environments	92
HDTN: hybrid duo-transformer network for liver and hepatic tumor segmentation in CT images	92
CRCNet: convolutional multi-layer perceptron encoder with attention module for colorectal cancer segmentation	63
A boosted sine cosine algorithm with dimension learning-based search and terminal replacement mechanism for optimization and engineering applications	54
PolyNet-FractalNet deep feature fusion framework with modified spider monkey optimization for multi-modal biometric recognition	49
Design of efficient Wiener spline adaptive filter for electrocardiogram signal enrichment	48
Optimizing parameter settings for hopfield neural networks using reinforcement learning	47
Parameter estimation based IIR system identification using improved arithmetic optimization algorithm	46
Time series anomaly detection via clustering-based representation	43
Optimized deep learning approach for automated fault diagnosis in mobile robot used for fire-fighting application	38
Hybrid self-attention NEAT: a novel evolutionary self-attention approach to improve the NEAT algorithm in high dimensional inputs	34
Reducing the number of trees in a forest using noisy features	27
Deep learning-based compression and encryption of CT images for secure telemedicine applications	27
An autonomous centreless approach to chunk-wise data partitioning	27
Neuro-swarm intelligence to study mosquito dispersal system in a heterogeneous atmosphere	26
Multi-objective optimization of portfolio selection involving non-convex attributes in an anti-fragile perspective	23
Batch-enabled randomized parameter tuning for improved metaheuristic performance	23
A hybrid Fox optimization algorithm with chaotic maps and polynomial mutation for clustering applications	22
Empirical mode decomposition-based biometric identification using GRU and LSTM deep neural networks on ECG signals	22
Recursive methods for updating consequent parameters in evolving fuzzy systems: a comprehensive review with computational experiments	19
AI in gastrointestinal disease detection: overcoming segmentation challenges with Coati optimization strategy	19
Multiple attribute group decision making based on $$p,q$$-quasirung orthopair Bonferroni mean operators and their applications	19
An augmented reality PQRST based method to improve self-learning skills for preschool autistic children	18
Efficient malware detection based on machine learning for enhanced cloud privacy protection	17

A new IoT recommendation system based on a dynamic ontology	15
Deep neural networks for the early diagnosis of dementia and Alzheimer’s disease from MRI images	15
Beyond accuracy and precision: a robust deep learning framework to enhance the resilience of face mask detection models against adversarial attacks	15
GA-BiLSTM: an intelligent energy prediction and optimization approach for individual home appliances	13
A random deep neural system for heartbeat classification	13
Confluence metaheuristic: a novel initialization strategy for metaheuristic algorithms	13
3DCC-MPNN: automated 3D reconstruction of corpus callosum based on modified PNN and marching cubes	13
Binary northern goshawk optimization for feature selection on micro array cancer datasets	13
A domain adaptation technique through cluster boundary integration	13
A butterfly optimization approach for improving the performance of futuristic internet-of-things	12
Multi-modal fusion and vision transformers for robust early AMD prediction	12
Nature inspired optimization algorithms: a comprehensive overview	12
ResUNet + + : a comprehensive improved UNet + + framework for volumetric semantic segmentation of brain tumor MR images	12
Evolving fault-tolerant control models for optimized big data transmission in power systems using crossover-based chimp optimization	12
Honey Badger Optimization based grid interactive asymmetrical cascaded MLI with minimum voltage distortion	12
Towards improvement of baseline performance for regression based human pose estimation	12
Deep autoencoder-driven feature learning and meta-heuristic optimized machine learning modelling for crop water stress identification	12
An efficient real-time stock prediction exploiting incremental learning and deep learning	11
An explainable approach to deep learning from CT-scans for Covid identification	11
Obituary Edwin Lughofer (1972–2023)	11
Grouped mask region convolution neural networks for improved breast cancer segmentation in mammography images	11
A hybrid jumping swarm optimization based local search approach for minimum weighted dominating set problem	11
Feature dimensionality reduction via homological properties of observability	10
An advance computational intelligent approach to solve the third kind of nonlinear pantograph Lane–Emden differential system	10
Sensecor: A framework for COVID-19 variants severity classification and symptoms detection	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
A comprehensive evaluation of Marine predator chaotic algorithm for feature selection of COVID-19	10
Deep recurrent Gaussian Nesterovs recommendation using multi-agent in social networks	10
A semi-supervised deep rule-based classifier for robust finger knuckle-print verification	10
Application of deep reinforcement learning in various image processing tasks: a survey	10
An effective undersampling method for biomedical named entity recognition using machine learning	10
A novel data augmentation approach for ego-lane detection enhancement	9
IG-ANGO: a novel ensemble learning algorithm for breast cancer prediction using genomic data	9
Coal blocking detection method for underground transfer point conveyor based on MR-CAE	9
A method for predicting key bogie component status under limited and non-stationary data conditions	9
FTN-ResNet50: flexible transformer network model with ResNet50 for road crack detection	9
Two-space interaction enhanced particle swarm optimization for tackling high-dimensional problems	9
Healthcare fraud detection using adaptive learning and deep learning techniques	9
Deep Context Model (DCM): dual context-attention aware model for recognizing the heterogeneous human activities using smartphone sensors	9
Lung tumor cell classification with lightweight mobileNetV2 and attention-based SCAM enhanced faster R-CNN	9
GAN-enhanced E-nose analysis: VTAAE for temporal dynamics in beef quality assessment	8
A combined grey multi criteria decision making model to evaluate public transportation systems	8
DEMD-IoT: a deep ensemble model for IoT malware detection using CNNs and network traffic	8
Weighted FedCOM: a communication efficient approach to federated learning	8
Dynamic adaptation of scan rates for efficient and congestion-aware internet-wide scanning in IoT security	8
The competition and cooperation strategy game of patent technology innovation among enterprises under closed loop supply chain	8
Adaptive model based on ESN for anomaly detection in industrial systems	8
Simultaneous feature selection and SVM optimization based on fuzzy signature and chaos GOA	8
A novel approach for classifying LEV motor bearing faults using a PSO-optimized CNN model and parameters based on transfer learning	8

Semi-supervised deep rule-based approach for the classification of Wagon Bogie springs condition	8
A hybrid principal label space transformation-based ridge regression and decision tree for multi-label classification	7
A face recognition system based-ALMMo-0 classifier	7
Pixelated disparity network for hepatocellular carcinoma recognition from ultrasound images	7
Regular development strategy model and algorithm solution of non-renewable resources	7
A two-stage shadow removal method with multi-channel multi-scale feature fusion and stripe pooling attention	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
Efficient cluster-based deep anomaly detection based traffic analysis and multi-objective optimization for smarter traffic control	6
Hunger games pattern search with elite opposite-based solution for solving complex engineering design problems	6
An evolutionary algorithm-based approach for efficient design of Wiener spline non-linear adaptive filter and its experimental validation	6
Evolving knowledge representation learning with the dynamic asymmetric embedding model	6
Hunger games search based deep convolutional neural network for crop pest identification and classification with transfer learning	6
Enhancing CNN structure and learning through NSGA-II-based multi-objective optimization	6
Optimizing margin distribution for online multi-label classification	6
Evolving hyperbox fuzzy modeling	6
Deep residual learning-based denoiser for medical X-ray images	6
Evolving fuzzy classification for human-centered explainable learning analytics in virtual environments	6
ASCAEO: accelerated sine cosine algorithm hybridized with equilibrium optimizer with application in image segmentation using multilevel thresholding	6
Nonlinear dynamical system iteration applied in video face feature extraction and recognition	6
An improved restricted Boltzmann Machine using Bayesian Optimization for Recommender Systems	6