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 2021-08-01 to 2025-08-01.)

Article	Citations
A hierarchical federated learning model with adaptive model parameter aggregation	30
Optimized placement of symmetrical service function chain in network function virtualization	29
Comparing reinforcement learning algorithms for a trip building task: A multi-objective approach using non-local information	25
Echo state network for features extraction and segmentation of tomography images	22
Research on problem formulations in resource-aware problems across scientific domains and applications	21
Guest editorial: Explainable and trustworthy methods for next-generation artificial intelligence for reasonable data size	16
The analysis of intelligent urban form generation design based on deep learning	15
PI2M-ITGov - panel of indicators for monitoring and maintaining the information technology governance: Method and artefacts	15
A novel approach for sEMG gesture recognition using resource-constrained hardware platforms	13
MCClusteringSM: An approach for the multicriteria clustering problem based on a credibility similarity measure	12
Semantic feature-based test selection for deep neural networks: A frequency domain perspective	11
A practical and UC-secure decentralized key management and authentication scheme based on blockchain for VNDN	11
Solution for TSP/mTSP with an improved parallel clustering and elitist ACO	10
Building of online evaluation system based on socket protocol	10
Evaluation of deep learning techniques for plant disease detection	10
A Dockerized big data architecture for sports analytics	9
Explainable information retrieval using deep learning for medical images	9
ECW-EGNet: Exploring Cross-ModalWeighting and edge-guided decoder network for RGB-D salient object detection	8
Development of recommendation systems using game theoretic techniques	8
Guest editorial: Papers selected from European conference on advances in databases and information systems	7
Editorial	7
On the effectiveness of Gated Echo State Networks for data exhibiting long-term dependencies	7
Effective methods for email classification: Is it a business or personal email?	7
Medical record information storage scheme based on blockchain and attribute role-based access control	7
Construction of innovative thinking training system for computer majors under the background of new engineering subject	6

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

Class probability distribution based maximum entropy model for classification of datasets with sparse instances	2
Reasoning on the usage control security policies over data artifact business process models	2
CTA-Net: A gaze estimation network based on dual feature aggregation and attention cross fusion	2
A lightweight defect classification method for latex gloves based on image enhancement	2
Editorial	2
Attitude estimation of aircraft based on quaternion SRCKF-SLAM algorithm	2
Guest editorial - real-time image processing with deep neural networks and optimization algorithms	2
A GAN-based hybrid approach for addressing class imbalance in machine learning	2
Sentiment polarity analysis of love letters: Evaluation of TextBlob, Vader, Flair, and Hugging Face transformer	2
An innovative quality lane change evaluation scheme based on reliable crowd-ratings	2
Sentence embedding approach using LSTM auto-encoder for discussion threads summarization	2
The integration of artificial intelligence and ethnic music cultural inheritance under deep learning	2
An approach to email categorization and response generation	2
Entropy-based network traffic anomaly classification method resilient to deception	2
Comparative analysis of HAR datasets using classification algorithms	2
A novel feature fusion model based on non-subsampled shear-wave transform for retinal blood vessel segmentation	2
A novel art gesture recognition model based on two channel region-based convolution neural network for explainable human-computer interaction understanding	2
BI-FERH: Blockchain-IoT based framework for securing smart hotel	2
Hyper-parameter optimization of convolutional neural networks for classifying COVID-19 X-ray images	2
Pedestrian attribute recognition based on dual self-attention mechanism	2
Editorial	2
Medical images anomaly detection for imbalanced datasets with multi-scale normalizing flow	2
An effective method for determining consensus in large collectives	2
Machine learning and text mining based real-time semi-autonomous staff assignment system	2
Comprehensive risk assessment and analysis of blockchain technology implementation using fuzzy cognitive mapping	2
Guest editorial: Advances in intelligent data, data engineering, and information systems	2