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 2022-01-01 to 2026-01-01.)

Article	Citations
Non-overlapping spectrum resources: enhancing video quality transmission with FDR-CK algorithm	189
Optimized deep learning approach for automated fault diagnosis in mobile robot used for fire-fighting application	111
HDTN: hybrid duo-transformer network for liver and hepatic tumor segmentation in CT images	100
CRCNet: convolutional multi-layer perceptron encoder with attention module for colorectal cancer segmentation	73
A boosted sine cosine algorithm with dimension learning-based search and terminal replacement mechanism for optimization and engineering applications	56
Optimizing parameter settings for hopfield neural networks using reinforcement learning	55
An evolving approach to the similarity-based modeling for online clustering in non-stationary environments	54
Time series anomaly detection via clustering-based representation	50
Design of efficient Wiener spline adaptive filter for electrocardiogram signal enrichment	49
Parameter estimation based IIR system identification using improved arithmetic optimization algorithm	45
PolyNet-FractalNet deep feature fusion framework with modified spider monkey optimization for multi-modal biometric recognition	42
Hybrid self-attention NEAT: a novel evolutionary self-attention approach to improve the NEAT algorithm in high dimensional inputs	36
Reducing the number of trees in a forest using noisy features	32
An autonomous centreless approach to chunk-wise data partitioning	31
Neuro-swarm intelligence to study mosquito dispersal system in a heterogeneous atmosphere	30
Efficient malware detection based on machine learning for enhanced cloud privacy protection	29
Batch-enabled randomized parameter tuning for improved metaheuristic performance	28
Multi-objective optimization of portfolio selection involving non-convex attributes in an anti-fragile perspective	25
An augmented reality PQRST based method to improve self-learning skills for preschool autistic children	24
A hybrid Fox optimization algorithm with chaotic maps and polynomial mutation for clustering applications	24
Deep learning-based compression and encryption of CT images for secure telemedicine applications	24
Empirical mode decomposition-based biometric identification using GRU and LSTM deep neural networks on ECG signals	23
AI in gastrointestinal disease detection: overcoming segmentation challenges with Coati optimization strategy	20
Recursive methods for updating consequent parameters in evolving fuzzy systems: a comprehensive review with computational experiments	19
Multiple attribute group decision making based on $$p,q$$-quasirung orthopair Bonferroni mean operators and their applications	19

Beyond accuracy and precision: a robust deep learning framework to enhance the resilience of face mask detection models against adversarial attacks	19
A new IoT recommendation system based on a dynamic ontology	18
Confluence metaheuristic: a novel initialization strategy for metaheuristic algorithms	17
A domain adaptation technique through cluster boundary integration	16
3DCC-MPNN: automated 3D reconstruction of corpus callosum based on modified PNN and marching cubes	15
A random deep neural system for heartbeat classification	15
Deep neural networks for the early diagnosis of dementia and Alzheimer’s disease from MRI images	15
Deep autoencoder-driven feature learning and meta-heuristic optimized machine learning modelling for crop water stress identification	14
Evolving fault-tolerant control models for optimized big data transmission in power systems using crossover-based chimp optimization	14
Binary northern goshawk optimization for feature selection on micro array cancer datasets	14
ResUNet + + : a comprehensive improved UNet + + framework for volumetric semantic segmentation of brain tumor MR images	13
GA-BiLSTM: an intelligent energy prediction and optimization approach for individual home appliances	13
A butterfly optimization approach for improving the performance of futuristic internet-of-things	13
Multi-modal fusion and vision transformers for robust early AMD prediction	13
Obituary Edwin Lughofer (1972–2023)	12
Towards continuous water stress classification in tomato plants via fuzzy Hoeffding trees and in-vivo biosensors	12
Grouped mask region convolution neural networks for improved breast cancer segmentation in mammography images	12
An explainable approach to deep learning from CT-scans for Covid identification	12
Nature inspired optimization algorithms: a comprehensive overview	12
Towards improvement of baseline performance for regression based human pose estimation	12
Protecting transmission line in STATCOM integrated DFIG system using adaptive distance relay blocking scheme	12
An efficient real-time stock prediction exploiting incremental learning and deep learning	12
Honey Badger Optimization based grid interactive asymmetrical cascaded MLI with minimum voltage distortion	12
Feature dimensionality reduction via homological properties of observability	11
Spiking neural networks: a comprehensive review of diverse applications, research progress, challenges and future research directions	11
Optimizing path reasoning scheme to improve conversational recommendation system	11
A semi-supervised deep rule-based classifier for robust finger knuckle-print verification	11
A hybrid jumping swarm optimization based local search approach for minimum weighted dominating set problem	11
An effective undersampling method for biomedical named entity recognition using machine learning	10
Application of deep reinforcement learning in various image processing tasks: a survey	10
A comprehensive evaluation of Marine predator chaotic algorithm for feature selection of COVID-19	10
A hybrid PINNs approach to capture interest rate dynamics in short-rate model	10
Correction: Boosted Aquila Arithmetic Optimization Algorithm for multi-level thresholding image segmentation	10
Deep recurrent Gaussian Nesterovs recommendation using multi-agent in social networks	10
Generalized synchronization between coupled integer, fractional and delay chaotic systems	10
A novel data augmentation approach for ego-lane detection enhancement	10
A method for predicting key bogie component status under limited and non-stationary data conditions	10
Sensecor: A framework for COVID-19 variants severity classification and symptoms detection	10
FTN-ResNet50: flexible transformer network model with ResNet50 for road crack detection	10
An advance computational intelligent approach to solve the third kind of nonlinear pantograph Lane–Emden differential system	10
Coal blocking detection method for underground transfer point conveyor based on MR-CAE	9
Healthcare fraud detection using adaptive learning and deep learning techniques	9
IG-ANGO: a novel ensemble learning algorithm for breast cancer prediction using genomic data	9
Two-space interaction enhanced particle swarm optimization for tackling high-dimensional problems	9
Multichannel KHMF for speech separation with enthalpy based DOA and score based CNN (SCNN)	9
Deep Context Model (DCM): dual context-attention aware model for recognizing the heterogeneous human activities using smartphone sensors	8
A novel approach for classifying LEV motor bearing faults using a PSO-optimized CNN model and parameters based on transfer learning	8
Adaptive stream processing on edge devices through active inference	8
Simultaneous feature selection and SVM optimization based on fuzzy signature and chaos GOA	8
Lung tumor cell classification with lightweight mobileNetV2 and attention-based SCAM enhanced faster R-CNN	8

Weighted FedCOM: a communication efficient approach to federated learning	8
GAN-enhanced E-nose analysis: VTAAE for temporal dynamics in beef quality assessment	8
Automated forecasting model leveraging large reservoirs of randomized fuzzy cognitive maps	8
Dynamic adaptation of scan rates for efficient and congestion-aware internet-wide scanning in IoT security	8
Adaptive model based on ESN for anomaly detection in industrial systems	8
A combined grey multi criteria decision making model to evaluate public transportation systems	8
Enhancing water potability classification using a hybrid GRU with LSTM deep learning models based on relief algorithm and bayesian optimization	7
The competition and cooperation strategy game of patent technology innovation among enterprises under closed loop supply chain	7
Semi-supervised deep rule-based approach for the classification of Wagon Bogie springs condition	7
Application of electronic tongue combined with meta-learning and contrastive learning dual aggregation network for rapid detection of rice origins	7
DEMD-IoT: a deep ensemble model for IoT malware detection using CNNs and network traffic	7
Advanced fault detection and classification in high voltage transmission lines using deep learning integration	7
A face recognition system based-ALMMo-0 classifier	7
Integrating sparse graph convolution and capsule networks for superior breast cancer diagnosis	6
Regular development strategy model and algorithm solution of non-renewable resources	6
Deep residual learning-based denoiser for medical X-ray images	6
Hunger games pattern search with elite opposite-based solution for solving complex engineering design problems	6
Enhancing CNN structure and learning through NSGA-II-based multi-objective optimization	6
A multidimensional search algorithm based on serial computation for solving ultra-high dimensional optimization problems	6
An evolutionary algorithm-based approach for efficient design of Wiener spline non-linear adaptive filter and its experimental validation	6
A review of online supervised learning	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
Evolving fuzzy classification for human-centered explainable learning analytics in virtual environments	6
Pixelated disparity network for hepatocellular carcinoma recognition from ultrasound images	6
Evolving knowledge representation learning with the dynamic asymmetric embedding model	6
Optimizing margin distribution for online multi-label classification	6
Enhancing fault detection and diagnosis systems for a chemical process: a study on convolutional neural networks and transfer learning	6
Evolving hyperbox fuzzy modeling	6
Hunger games search based deep convolutional neural network for crop pest identification and classification with transfer learning	6
A two-stage shadow removal method with multi-channel multi-scale feature fusion and stripe pooling attention	6
A hybrid principal label space transformation-based ridge regression and decision tree for multi-label classification	6
Efficient cluster-based deep anomaly detection based traffic analysis and multi-objective optimization for smarter traffic control	6
An improved restricted Boltzmann Machine using Bayesian Optimization for Recommender Systems	6
ASCAEO: accelerated sine cosine algorithm hybridized with equilibrium optimizer with application in image segmentation using multilevel thresholding	6