OOIR: Observatory of International Research

Papers

(The TQCC of Computer Science and Information Systems is 2. 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 2021-06-01 to 2025-06-01.)

Article	Citations
A hierarchical federated learning model with adaptive model parameter aggregation	28
Optimized placement of symmetrical service function chain in network function virtualization	27
Comparing reinforcement learning algorithms for a trip building task: A multi-objective approach using non-local information	24
Echo state network for features extraction and segmentation of tomography images	20
Research on problem formulations in resource-aware problems across scientific domains and applications	18
Guest editorial: Explainable and trustworthy methods for next-generation artificial intelligence for reasonable data size	14
The analysis of intelligent urban form generation design based on deep learning	14
PI2M-ITGov - panel of indicators for monitoring and maintaining the information technology governance: Method and artefacts	13
A Dockerized big data architecture for sports analytics	12
MCClusteringSM: An approach for the multicriteria clustering problem based on a credibility similarity measure	11
A novel approach for sEMG gesture recognition using resource-constrained hardware platforms	11
A practical and UC-secure decentralized key management and authentication scheme based on blockchain for VNDN	10
Solution for TSP/mTSP with an improved parallel clustering and elitist ACO	10
Explainable information retrieval using deep learning for medical images	9
Building of online evaluation system based on socket protocol	9
Evaluation of deep learning techniques for plant disease detection	9
Semantic feature-based test selection for deep neural networks: A frequency domain perspective	9
Development of recommendation systems using game theoretic techniques	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	7
Medical record information storage scheme based on blockchain and attribute role-based access control	7
ECW-EGNet: Exploring Cross-ModalWeighting and edge-guided decoder network for RGB-D salient object detection	7
Guest editorial: Papers selected from European conference on advances in databases and information systems	6
On the effectiveness of Gated Echo State Networks for data exhibiting long-term dependencies	6
Effective methods for email classification: Is it a business or personal email?	6
Read between the interactions: Understanding non-interacted items for accurate multimedia recommendation	6

Operational semantics in a domain-specific robot control language: A pedagogical use case	5
Biometric lock with facial recognition implemented with deep learning techniques	5
Human action recognition using a depth sequence key-frames based on discriminative collaborative representation classifier for healthcare analytics	5
Heterogenous-view occluded expression data recognition based on cycle-consistent adversarial network and K-SVD dictionary learning under intelligent cooperative robot environment	5
Editorial	5
A fast non-dominated sorting multi-objective symbiotic organism search algorithm for energy efficient locomotion of snake robot	5
Construction of innovative thinking training system for computer majors under the background of new engineering subject	5
Towards addressing item cold-start problem in collaborative filtering by embedding agglomerative clustering and FP-growth into the recommendation system	4
The security and privacy challenges toward cybersecurity of 6G networks: A comprehensive review	4
MEC-MS: A novel optimized coverage algorithm with mobile edge computing of migration strategy in WSNs	4
Adaptive multiscale sparse unmixing for hyperspectral remote sensing image	4
TRL-PROTAC: A pre-trained generator of PROTACs targeting specific proteins optimized by reinforcement learning	4
Data-centric UML profile for agroecology applications: Agricultural autonomous robots monitoring case study	4
Deep RNN-based network traffic classification scheme in edge computing system	4
The duration threshold of video content observation: An experimental investigation of visual perception efficiency	4
MakeCode arcade platform for game-based learning	4
Spatio-temporal-based multi-level aggregation network for physical action recognition	4
Resource-aware object detection and recognition using edge AI across the edge-fog computing continuum	4
Guest editorial - Management of digital ecosystems	4
Scaling industrial applications for the Big Data era	4
The application of machine learning techniques in prediction of quality of life features for cancer patients	3
Anomalous traffic identification method for POST messages based on gambling website templates	3
A novel industrial big data fusion method based on Q-learning and cascade classifier	3
Guest editorial - applications of intelligent systems	3
A new frog leaping algorithm-oriented fully convolutional neural network for dance motion object saliency detection	3
Distributed ledger technology: State-of-the-art and current challenges	3
Energy-efficiency of software and hardware algorithms	3
Semantic web based platform for the harmonization of teacher education curricula	3
A novel deep fully convolutional encoder-decoder network and similarity analysis for English education text event clustering analysis	3
Matching business process behavior with encoding techniques via meta-learning: An anomaly detection study	3
Recent advancements in privacy-aware protocols of source location privacy in wireless sensor networks: A survey	3
Automatic conceptual database design based on heterogeneous source artifacts	3
Editorial	3
A consortium blockchain-based information management system for unmanned vehicle logistics	3
DRN-SEAM: A deep residual network based on squeeze-and-excitation attention mechanism for motion recognition in education	3
LUN-BiSeNetV2: A lightweight unstructured network based on BiSeNetV2 for road scene segmentation	3
TS-GCN: Aspect-level sentiment classification model for consumer reviews	3
CTA-Net: A gaze estimation network based on dual feature aggregation and attention cross fusion	2
Applying SPIN checker on 5G EAP-TLS authentication protocol analysis	2
Teaching computational thinking in primary schools: Worldwide trends and teachers’ attitudes	2
Improved session recommendation using contrastive learning based tail adjusted repeat aware graph neural network	2
Editorial	2
Analyzing the operational efficiency of online shopping platforms integrated with ai-powered intelligent warehouses	2
BI-FERH: Blockchain-IoT based framework for securing smart hotel	2
Comprehensive risk assessment and analysis of blockchain technology implementation using fuzzy cognitive mapping	2
A multi-feature fusion model based on long and short term memory network and improved artificial bee colony algorithm for Esnglish text classification	2
A machine learning approach for learning temporal point process	2
An approach for selecting countermeasures against harmful information based on uncertainty management	2
A novel deep LeNet-5 convolutional neural network model for image recognition	2
The impact of digital transformation in teachers’ professional development during the COVID-19 pandemic	2

The integration of artificial intelligence and ethnic music cultural inheritance under deep learning	2
Entropy-based network traffic anomaly classification method resilient to deception	2
Guest editorial - real-time image processing with deep neural networks and optimization algorithms	2
A hybrid GA-powell algorithm for geometric constraint solving	2
GAN-DNADE: Image encryption algorithm based on generative adversarial network and DNA dynamic encoding	2
Neural coreference resolution for Slovene language	2
Sternum age estimation with dual channel fusion CNN model	2
A novel feature fusion model based on non-subsampled shear-wave transform for retinal blood vessel segmentation	2
Editorial	2
An effective method for determining consensus in large collectives	2