OOIR: Observatory of International Research

Papers

(The TQCC of Computer Science and Information Systems is 3. 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
Optimized placement of symmetrical service function chain in network function virtualization	33
The analysis of intelligent urban form generation design based on deep learning	33
Echo state network for features extraction and segmentation of tomography images	27
Guest editorial: Explainable and trustworthy methods for next-generation artificial intelligence for reasonable data size	26
Research on problem formulations in resource-aware problems across scientific domains and applications	24
Comparing reinforcement learning algorithms for a trip building task: A multi-objective approach using non-local information	20
A hierarchical federated learning model with adaptive model parameter aggregation	16
A novel approach for sEMG gesture recognition using resource-constrained hardware platforms	16
MCClusteringSM: An approach for the multicriteria clustering problem based on a credibility similarity measure	16
Semantic feature-based test selection for deep neural networks: A frequency domain perspective	15
Evaluation of deep learning techniques for plant disease detection	14
Solution for TSP/mTSP with an improved parallel clustering and elitist ACO	14
A practical and UC-secure decentralized key management and authentication scheme based on blockchain for VNDN	12
Building of online evaluation system based on socket protocol	12
A Dockerized big data architecture for sports analytics	11
PI2M-ITGov - panel of indicators for monitoring and maintaining the information technology governance: Method and artefacts	11
Explainable information retrieval using deep learning for medical images	11
Development of recommendation systems using game theoretic techniques	10
Editorial	10
On the effectiveness of Gated Echo State Networks for data exhibiting long-term dependencies	10
Effective methods for email classification: Is it a business or personal email?	10
ECW-EGNet: Exploring Cross-ModalWeighting and edge-guided decoder network for RGB-D salient object detection	10
Guest editorial: Papers selected from European conference on advances in databases and information systems	9
Human action recognition using a depth sequence key-frames based on discriminative collaborative representation classifier for healthcare analytics	9
Medical record information storage scheme based on blockchain and attribute role-based access control	8

MakeCode arcade platform for game-based learning	8
GCN-LSTM: multi-label educational emotion prediction based on graph Convolutional network and long and short term memory network fusion label correlation in online social networks	8
Operational semantics in a domain-specific robot control language: A pedagogical use case	8
Read between the interactions: Understanding non-interacted items for accurate multimedia recommendation	8
Construction of innovative thinking training system for computer majors under the background of new engineering subject	8
TRL-PROTAC: A pre-trained generator of PROTACs targeting specific proteins optimized by reinforcement learning	8
Spatio-temporal-based multi-level aggregation network for physical action recognition	7
Data-centric UML profile for agroecology applications: Agricultural autonomous robots monitoring case study	7
Fire detection models based on attention mechanisms and multiscale features	7
Heterogenous-view occluded expression data recognition based on cycle-consistent adversarial network and K-SVD dictionary learning under intelligent cooperative robot environment	7
Data-driven traffic management: Enhancing road safety through integrated digital twin technology	7
Towards addressing item cold-start problem in collaborative filtering by embedding agglomerative clustering and FP-growth into the recommendation system	7
The security and privacy challenges toward cybersecurity of 6G networks: A comprehensive review	7
Scaling industrial applications for the Big Data era	7
A fast non-dominated sorting multi-objective symbiotic organism search algorithm for energy efficient locomotion of snake robot	7
Trustless exchange for personal data: Adapting intellectual property trading security protocols for data sovereignty	6
Resource-aware object detection and recognition using edge AI across the edge-fog computing continuum	6
Energy-efficiency of software and hardware algorithms	6
Distributed ledger technology: State-of-the-art and current challenges	6
Deep RNN-based network traffic classification scheme in edge computing system	6
MEC-MS: A novel optimized coverage algorithm with mobile edge computing of migration strategy in WSNs	6
The duration threshold of video content observation: An experimental investigation of visual perception efficiency	6
Adaptive multiscale sparse unmixing for hyperspectral remote sensing image	6
Biometric lock with facial recognition implemented with deep learning techniques	6
Guest editorial - Management of digital ecosystems	6
Guest editorial: Deep meta-learning and explainable artificial intelligence (XAI): Methodologies, interactivity and applications	6
The application of machine learning techniques in prediction of quality of life features for cancer patients	5
TS-GCN: Aspect-level sentiment classification model for consumer reviews	5
Automatic conceptual database design based on heterogeneous source artifacts	5
Editorial	5
Anomalous traffic identification method for POST messages based on gambling website templates	5
Semantic web based platform for the harmonization of teacher education curricula	5
Recent advancements in privacy-aware protocols of source location privacy in wireless sensor networks: A survey	4
Guest editorial - applications of intelligent systems	4
Matching business process behavior with encoding techniques via meta-learning: An anomaly detection study	4
An approach for selecting countermeasures against harmful information based on uncertainty management	4
A novel industrial big data fusion method based on Q-learning and cascade classifier	4
Application of the Inception-ResNet-V2 algorithm to the analysis of embryo microscope images for the prediction model of assisted reproduction	4
A new frog leaping algorithm-oriented fully convolutional neural network for dance motion object saliency detection	4
A consortium blockchain-based information management system for unmanned vehicle logistics	4
DRN-SEAM: A deep residual network based on squeeze-and-excitation attention mechanism for motion recognition in education	4
A novel deep fully convolutional encoder-decoder network and similarity analysis for English education text event clustering analysis	4
Improved session recommendation using contrastive learning based tail adjusted repeat aware graph neural network	4
Neural coreference resolution for Slovene language	3
Applying SPIN checker on 5G EAP-TLS authentication protocol analysis	3
A novel deep LeNet-5 convolutional neural network model for image recognition	3
CTA-Net: A gaze estimation network based on dual feature aggregation and attention cross fusion	3
Editorial	3
Comprehensive risk assessment and analysis of blockchain technology implementation using fuzzy cognitive mapping	3
A hybrid GA-powell algorithm for geometric constraint solving	3

Teaching computational thinking in primary schools: Worldwide trends and teachers’ attitudes	3
VSAF: Verifiable and secure aggregation scheme for federated learning in edge computing	3
An ANN-WSM hybrid framework for sustainable personalized learning in smart education	3
Sternum age estimation with dual channel fusion CNN model	3
An effective method for determining consensus in large collectives	3
Sentiment polarity analysis of love letters: Evaluation of TextBlob, Vader, Flair, and Hugging Face transformer	3
The integration of artificial intelligence and ethnic music cultural inheritance under deep learning	3
A novel feature fusion model based on non-subsampled shear-wave transform for retinal blood vessel segmentation	3
GAN-DNADE: Image encryption algorithm based on generative adversarial network and DNA dynamic encoding	3
LUN-BiSeNetV2: A lightweight unstructured network based on BiSeNetV2 for road scene segmentation	3
A machine learning approach for learning temporal point process	3
Editorial	3
Federated learning with committee mechanism for class imbalance	3
Guest editorial - real-time image processing with deep neural networks and optimization algorithms	3
Entropy-based network traffic anomaly classification method resilient to deception	3
DomiCom: Discovery of top-k dominant communities in networks with node attributes	3
A multi-feature fusion model based on long and short term memory network and improved artificial bee colony algorithm for Esnglish text classification	3