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 2021-09-01 to 2025-09-01.)

Article	Citations
Time series anomaly detection via clustering-based representation	188
HDTN: hybrid duo-transformer network for liver and hepatic tumor segmentation in CT images	84
Optimizing parameter settings for hopfield neural networks using reinforcement learning	69
CRCNet: convolutional multi-layer perceptron encoder with attention module for colorectal cancer segmentation	57
Design of efficient Wiener spline adaptive filter for electrocardiogram signal enrichment	51
A boosted sine cosine algorithm with dimension learning-based search and terminal replacement mechanism for optimization and engineering applications	48
PolyNet-FractalNet deep feature fusion framework with modified spider monkey optimization for multi-modal biometric recognition	45
Non-overlapping spectrum resources: enhancing video quality transmission with FDR-CK algorithm	43
An evolving approach to the similarity-based modeling for online clustering in non-stationary environments	41
Parameter estimation based IIR system identification using improved arithmetic optimization algorithm	40
Optimized deep learning approach for automated fault diagnosis in mobile robot used for fire-fighting application	37
Multiple attribute group decision making based on $$p,q$$-quasirung orthopair Bonferroni mean operators and their applications	36
Reducing the number of trees in a forest using noisy features	33
An autonomous centreless approach to chunk-wise data partitioning	27
Neuro-swarm intelligence to study mosquito dispersal system in a heterogeneous atmosphere	26
Batch-enabled randomized parameter tuning for improved metaheuristic performance	24
AI in gastrointestinal disease detection: overcoming segmentation challenges with Coati optimization strategy	22
Multi-objective optimization of portfolio selection involving non-convex attributes in an anti-fragile perspective	22
Efficient malware detection based on machine learning for enhanced cloud privacy protection	22
An augmented reality PQRST based method to improve self-learning skills for preschool autistic children	22
Hybrid self-attention NEAT: a novel evolutionary self-attention approach to improve the NEAT algorithm in high dimensional inputs	21
Deep learning-based compression and encryption of CT images for secure telemedicine applications	19
Empirical mode decomposition-based biometric identification using GRU and LSTM deep neural networks on ECG signals	18
Beyond accuracy and precision: a robust deep learning framework to enhance the resilience of face mask detection models against adversarial attacks	17
Deep neural networks for the early diagnosis of dementia and Alzheimer’s disease from MRI images	16

Confluence metaheuristic: a novel initialization strategy for metaheuristic algorithms	15
A domain adaptation technique through cluster boundary integration	14
A random deep neural system for heartbeat classification	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
Evolving fault-tolerant control models for optimized big data transmission in power systems using crossover-based chimp optimization	13
3DCC-MPNN: automated 3D reconstruction of corpus callosum based on modified PNN and marching cubes	13
Deep autoencoder-driven feature learning and meta-heuristic optimized machine learning modelling for crop water stress identification	13
A new IoT recommendation system based on a dynamic ontology	13
Multi-modal fusion and vision transformers for robust early AMD prediction	12
Towards improvement of baseline performance for regression based human pose estimation	12
Honey Badger Optimization based grid interactive asymmetrical cascaded MLI with minimum voltage distortion	12
Grouped mask region convolution neural networks for improved breast cancer segmentation in mammography images	12
A butterfly optimization approach for improving the performance of futuristic internet-of-things	11
Nature inspired optimization algorithms: a comprehensive overview	11
ResUNet + + : a comprehensive improved UNet + + framework for volumetric semantic segmentation of brain tumor MR images	11
An efficient real-time stock prediction exploiting incremental learning and deep learning	11
Obituary Edwin Lughofer (1972–2023)	10
An explainable approach to deep learning from CT-scans for Covid identification	10
A hybrid jumping swarm optimization based local search approach for minimum weighted dominating set problem	9
Feature dimensionality reduction via homological properties of observability	9
Sensecor: A framework for COVID-19 variants severity classification and symptoms detection	9
A novel data augmentation approach for ego-lane detection enhancement	9
Deep recurrent Gaussian Nesterovs recommendation using multi-agent in social networks	9
Multichannel KHMF for speech separation with enthalpy based DOA and score based CNN (SCNN)	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
A comprehensive evaluation of Marine predator chaotic algorithm for feature selection of COVID-19	9
Correction: Boosted Aquila Arithmetic Optimization Algorithm for multi-level thresholding image segmentation	9
A method for predicting key bogie component status under limited and non-stationary data conditions	9
An advance computational intelligent approach to solve the third kind of nonlinear pantograph Lane–Emden differential system	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	8
Semi-supervised deep rule-based approach for the classification of Wagon Bogie springs condition	8
Application of deep reinforcement learning in various image processing tasks: a survey	8
Deep Context Model (DCM): dual context-attention aware model for recognizing the heterogeneous human activities using smartphone sensors	8
Dynamic adaptation of scan rates for efficient and congestion-aware internet-wide scanning in IoT security	8
FTN-ResNet50: flexible transformer network model with ResNet50 for road crack detection	8
Two-space interaction enhanced particle swarm optimization for tackling high-dimensional problems	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	7
A combined grey multi criteria decision making model to evaluate public transportation systems	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
DEMD-IoT: a deep ensemble model for IoT malware detection using CNNs and network traffic	7
Adaptive model based on ESN for anomaly detection in industrial systems	7
GAN-enhanced E-nose analysis: VTAAE for temporal dynamics in beef quality assessment	7
The competition and cooperation strategy game of patent technology innovation among enterprises under closed loop supply chain	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	6
Hunger games pattern search with elite opposite-based solution for solving complex engineering design problems	6

Evolving knowledge representation learning with the dynamic asymmetric embedding model	6
Enhancing CNN structure and learning through NSGA-II-based multi-objective optimization	6
A face recognition system based-ALMMo-0 classifier	6
A hybrid principal label space transformation-based ridge regression and decision tree for multi-label classification	6
Regular development strategy model and algorithm solution of non-renewable resources	6
Efficient cluster-based deep anomaly detection based traffic analysis and multi-objective optimization for smarter traffic control	6
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
Evolving hyperbox fuzzy modeling	6
An improved restricted Boltzmann Machine using Bayesian Optimization for Recommender Systems	6