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 2022-05-01 to 2026-05-01.)

Article	Citations
HDTN: hybrid duo-transformer network for liver and hepatic tumor segmentation in CT images	193
CRCNet: convolutional multi-layer perceptron encoder with attention module for colorectal cancer segmentation	146
Parameter estimation based IIR system identification using improved arithmetic optimization algorithm	112
Optimizing parameter settings for hopfield neural networks using reinforcement learning	68
PolyNet-FractalNet deep feature fusion framework with modified spider monkey optimization for multi-modal biometric recognition	60
A boosted sine cosine algorithm with dimension learning-based search and terminal replacement mechanism for optimization and engineering applications	56
Non-overlapping spectrum resources: enhancing video quality transmission with FDR-CK algorithm	49
An evolving approach to the similarity-based modeling for online clustering in non-stationary environments	49
Time series anomaly detection via clustering-based representation	45
An integrated cat swarm rough set optimization algorithm for the detection of cirrhosis disease	41
Optimized deep learning approach for automated fault diagnosis in mobile robot used for fire-fighting application	37
A neuro Levenberg-Marquardt backpropagation approach for the human liver model	36
Design of efficient Wiener spline adaptive filter for electrocardiogram signal enrichment	34
Hybrid self-attention NEAT: a novel evolutionary self-attention approach to improve the NEAT algorithm in high dimensional inputs	31
An autonomous centreless approach to chunk-wise data partitioning	29
Neuro-swarm intelligence to study mosquito dispersal system in a heterogeneous atmosphere	26
Empirical mode decomposition-based biometric identification using GRU and LSTM deep neural networks on ECG signals	26
An augmented reality PQRST based method to improve self-learning skills for preschool autistic children	23
Batch-enabled randomized parameter tuning for improved metaheuristic performance	22
Beyond accuracy and precision: a robust deep learning framework to enhance the resilience of face mask detection models against adversarial attacks	21
Efficient malware detection based on machine learning for enhanced cloud privacy protection	20
Multi-objective optimization of portfolio selection involving non-convex attributes in an anti-fragile perspective	19
A novel scheme for the roughness of neutrosophic fuzzy sets by soft relations over dual universes with application in decision analysis	18
A hybrid Fox optimization algorithm with chaotic maps and polynomial mutation for clustering applications	17
Multiple attribute group decision making based on $$p,q$$-quasirung orthopair Bonferroni mean operators and their applications	16

AI in gastrointestinal disease detection: overcoming segmentation challenges with Coati optimization strategy	16
Deep learning-based compression and encryption of CT images for secure telemedicine applications	16
Recursive methods for updating consequent parameters in evolving fuzzy systems: a comprehensive review with computational experiments	16
Reducing the number of trees in a forest using noisy features	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
A domain adaptation technique through cluster boundary integration	14
A new IoT recommendation system based on a dynamic ontology	14
Binary northern goshawk optimization for feature selection on micro array cancer datasets	14
GA-BiLSTM: an intelligent energy prediction and optimization approach for individual home appliances	13
Multi-modal fusion and vision transformers for robust early AMD prediction	13
Deep neural networks for the early diagnosis of dementia and Alzheimer’s disease from MRI images	13
Towards continuous water stress classification in tomato plants via fuzzy Hoeffding trees and in-vivo biosensors	13
3DCC-MPNN: automated 3D reconstruction of corpus callosum based on modified PNN and marching cubes	13
Confluence metaheuristic: a novel initialization strategy for metaheuristic algorithms	13
Towards improvement of baseline performance for regression based human pose estimation	13
Enhanced elite opposition-based manta ray foraging optimization for data clustering	12
Honey Badger Optimization based grid interactive asymmetrical cascaded MLI with minimum voltage distortion	12
ResUNet + + : a comprehensive improved UNet + + framework for volumetric semantic segmentation of brain tumor MR images	12
A hybrid jumping swarm optimization based local search approach for minimum weighted dominating set problem	12
An efficient real-time stock prediction exploiting incremental learning and deep learning	12
Grouped mask region convolution neural networks for improved breast cancer segmentation in mammography images	12
Optimizing path reasoning scheme to improve conversational recommendation system	12
Obituary Edwin Lughofer (1972–2023)	12
A butterfly optimization approach for improving the performance of futuristic internet-of-things	12
Protecting transmission line in STATCOM integrated DFIG system using adaptive distance relay blocking scheme	11
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
An explainable approach to deep learning from CT-scans for Covid identification	11
A method for predicting key bogie component status under limited and non-stationary data conditions	11
An advance computational intelligent approach to solve the third kind of nonlinear pantograph Lane–Emden differential system	10
Explainable AI-driven Alzheimer’s disease stage diagnosis leveraging CNN	10
Sensecor: A framework for COVID-19 variants severity classification and symptoms detection	10
Chaotic dung beetle optimization–enhanced multi-agent deep reinforcement learning for joint task offloading and resource allocation in multi-unmanned aerial vehicle internet of medical things networks	10
Correction: Boosted Aquila Arithmetic Optimization Algorithm for multi-level thresholding image segmentation	10
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
FTN-ResNet50: flexible transformer network model with ResNet50 for road crack detection	10
A novel data augmentation approach for ego-lane detection enhancement	10
Multichannel KHMF for speech separation with enthalpy based DOA and score based CNN (SCNN)	9
A comprehensive evaluation of Marine predator chaotic algorithm for feature selection of COVID-19	9
Deep Context Model (DCM): dual context-attention aware model for recognizing the heterogeneous human activities using smartphone sensors	9
A hybrid PINNs approach to capture interest rate dynamics in short-rate model	9
Two-space interaction enhanced particle swarm optimization for tackling high-dimensional problems	9
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
Generalized synchronization between coupled integer, fractional and delay chaotic systems	9
IG-ANGO: a novel ensemble learning algorithm for breast cancer prediction using genomic data	9
Lung tumor cell classification with lightweight mobileNetV2 and attention-based SCAM enhanced faster R-CNN	8
Computation offloading and scheduling in mobile edge networks and SDN	8

Enhancing water potability classification using a hybrid GRU with LSTM deep learning models based on relief algorithm and bayesian optimization	8
Error-weighted drift-adaptive ensemble framework for classification of streaming data	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
ECTL: deep prediction of learning emotion propagation in smart teaching	8
GAN-enhanced E-nose analysis: VTAAE for temporal dynamics in beef quality assessment	8
Weighted FedCOM: a communication efficient approach to federated learning	7
A novel approach for classifying LEV motor bearing faults using a PSO-optimized CNN model and parameters based on transfer learning	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
Deep residual learning-based denoiser for medical X-ray images	7
Automated forecasting model leveraging large reservoirs of randomized fuzzy cognitive maps	7
Semi-supervised deep rule-based approach for the classification of Wagon Bogie springs condition	7
Block based ensemble learning on imbalance data stream with concept drift using enhanced particle swarm optimization	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
Application of electronic tongue combined with meta-learning and contrastive learning dual aggregation network for rapid detection of rice origins	7
Adaptive stream processing on edge devices through active inference	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
A hybrid principal label space transformation-based ridge regression and decision tree for multi-label classification	7
Hunger games search based deep convolutional neural network for crop pest identification and classification with transfer learning	6
A novel Schweizer Sklar aggregation framework for fuzzy bipolar soft numbers in multi-criteria decision-making: application to deep learning model evaluation	6
ASCAEO: accelerated sine cosine algorithm hybridized with equilibrium optimizer with application in image segmentation using multilevel thresholding	6
Integrating sparse graph convolution and capsule networks for superior breast cancer diagnosis	6
Enhancing EMG signals: an approach with optimized adaptive filtering	6
Enhancing CNN structure and learning through NSGA-II-based multi-objective optimization	6
Evolving fuzzy classification for human-centered explainable learning analytics in virtual environments	6
An improved restricted Boltzmann Machine using Bayesian Optimization for Recommender Systems	6
Efficient cluster-based deep anomaly detection based traffic analysis and multi-objective optimization for smarter traffic control	6
PDRF-Net: a progressive dense residual fusion network for COVID-19 lung CT image segmentation	6
Hunger games pattern search with elite opposite-based solution for solving complex engineering design problems	6
Pixelated disparity network for hepatocellular carcinoma recognition from ultrasound images	6
Evolving knowledge representation learning with the dynamic asymmetric embedding model	6
Evolving vector quantization-aware training: an adaptive method for compressing machine learning models	6
Optimizing margin distribution for online multi-label classification	6
A multidimensional search algorithm based on serial computation for solving ultra-high dimensional optimization problems	6
A two-stage shadow removal method with multi-channel multi-scale feature fusion and stripe pooling attention	6