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 2022-08-01 to 2026-08-01.)

Article	Citations
The analysis of intelligent urban form generation design based on deep learning	21
Comparing reinforcement learning algorithms for a trip building task: A multi-objective approach using non-local information	21
Guest editorial: Explainable and trustworthy methods for next-generation artificial intelligence for reasonable data size	17
Research on problem formulations in resource-aware problems across scientific domains and applications	16
A hierarchical federated learning model with adaptive model parameter aggregation	15
Echo state network for features extraction and segmentation of tomography images	15
Semantic feature-based test selection for deep neural networks: A frequency domain perspective	14
PI2M-ITGov - panel of indicators for monitoring and maintaining the information technology governance: Method and artefacts	13
A practical and UC-secure decentralized key management and authentication scheme based on blockchain for VNDN	13
Evaluation of deep learning techniques for plant disease detection	11
Solution for TSP/mTSP with an improved parallel clustering and elitist ACO	10
MCClusteringSM: An approach for the multicriteria clustering problem based on a credibility similarity measure	10
Editorial	10
ECW-EGNet: Exploring Cross-ModalWeighting and edge-guided decoder network for RGB-D salient object detection	9
Read between the interactions: Understanding non-interacted items for accurate multimedia recommendation	9
Editorial	9
Medical record information storage scheme based on blockchain and attribute role-based access control	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
Spatio-temporal-based multi-level aggregation network for physical action recognition	8
Guest editorial: Papers selected from European conference on advances in databases and information systems	8
Data-centric UML profile for agroecology applications: Agricultural autonomous robots monitoring case study	7
Biometric lock with facial recognition implemented with deep learning techniques	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

MakeCode arcade platform for game-based learning	7
Fire detection models based on attention mechanisms and multiscale features	7
Trustless exchange for personal data: Adapting intellectual property trading security protocols for data sovereignty	6
Guest editorial - Management of digital ecosystems	6
TRL-PROTAC: A pre-trained generator of PROTACs targeting specific proteins optimized by reinforcement learning	6
Adaptive multiscale sparse unmixing for hyperspectral remote sensing image	6
Resource-aware object detection and recognition using edge AI across the edge-fog computing continuum	6
Operational semantics in a domain-specific robot control language: A pedagogical use case	6
The security and privacy challenges toward cybersecurity of 6G networks: A comprehensive review	6
Guest editorial: Deep meta-learning and explainable artificial intelligence (XAI): Methodologies, interactivity and applications	5
Research on key technology of network information extraction oriented to web topic detection for big data	5
The duration threshold of video content observation: An experimental investigation of visual perception efficiency	5
Energy-efficiency of software and hardware algorithms	5
Automatic conceptual database design based on heterogeneous source artifacts	5
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
Editorial	4
Application of the Inception-ResNet-V2 algorithm to the analysis of embryo microscope images for the prediction model of assisted reproduction	4
LUN-BiSeNetV2: A lightweight unstructured network based on BiSeNetV2 for road scene segmentation	4
Anomalous traffic identification method for POST messages based on gambling website templates	4
Matching business process behavior with encoding techniques via meta-learning: An anomaly detection study	4
A novel deep fully convolutional encoder-decoder network and similarity analysis for English education text event clustering analysis	4
VSAF: Verifiable and secure aggregation scheme for federated learning in edge computing	4
Editorial	4
A novel industrial big data fusion method based on Q-learning and cascade classifier	4
Improved session recommendation using contrastive learning based tail adjusted repeat aware graph neural network	4
GAN-DNADE: Image encryption algorithm based on generative adversarial network and DNA dynamic encoding	4
Analyzing the operational efficiency of online shopping platforms integrated with AI-powered intelligent warehouses	3
DomiCom: Discovery of top-k dominant communities in networks with node attributes	3
Sternum age estimation with dual channel fusion CNN model	3
Model parameter-based transfer learning for ESG score prediction in developing markets	3
CTA-Net: A gaze estimation network based on dual feature aggregation and attention cross fusion	3
Comprehensive risk assessment and analysis of blockchain technology implementation using fuzzy cognitive mapping	3
ASD-RRT: An enhanced path planning algorithm based on RRT for multi-obstacle environments	3
Applying SPIN checker on 5G EAP-TLS authentication protocol analysis	3
The integration of artificial intelligence and ethnic music cultural inheritance under deep learning	3
Guest editorial: Advances in databases, information systems, and database engineered applications - recent trends, and open issues	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
Federated learning with committee mechanism for class imbalance	3
Review of architectures in IoT remote patient monitoring systems	3
Hyperparameter optimisation in differential evolution using summed local difference strings, a rugged but easily calculated landscape for combinatorial search problems	3
Editorial	3
Editorial	3
A novel feature fusion model based on non-subsampled shear-wave transform for retinal blood vessel segmentation	3
An ANN-WSM hybrid framework for sustainable personalized learning in smart education	3
A hybrid GA-powell algorithm for geometric constraint solving	3
Towards enhancing data science agents with semantics	3
Medical images anomaly detection for imbalanced datasets with multi-scale normalizing flow	2
BI-FERH: Blockchain-IoT based framework for securing smart hotel	2
Editorial	2

Toward key factors in travel time prediction for sustainable mobility and well-being	2
A comprehensive review of the data and knowledge graphs approaches in bioinformatics	2
Using neural network to automatic manufacture product label in enterprise under IoT environments	2
Segmentation of COVID-19 CT lesions in CT scans through transfer learning	2
Secure cloud internet of vehicles based on blockchain and data transmission scheme of map/reduce	2
DG_summ: A schema-driven approach for personalized summarizing heterogeneous data graphs	2
Corrigendum	2
Internet of things and agent-based system to improve water use efficiency in collective irrigation	2
Automatic voltage stabilization system for substation using deep learning	2
Sentiment polarity analysis of love letters: Evaluation of TextBlob, Vader, Flair, and Hugging Face transformer	2
Guest editorial: Advances in intelligent data, data engineering, and information systems	2
A lightweight defect classification method for latex gloves based on image enhancement	2
A framework for privacy-aware and secure decentralized data storage	2
Class probability distribution based maximum entropy model for classification of datasets with sparse instances	2
Weld proximity defect detection model for steel thin plates based on EP-YOLOv7	2
Ownership protection system for partial areas on image data using ethereum blockchain	2
Extending hybrid SQL/NoSQL database by introducing statement rewriting component	2
Defining the attractiveness concept for cyber incidents forecasting	2
Role of software metrics in practical quality management	2
Logical dependencies: Extraction from the versioning system and usage in key classes detection	2
Multilingual pretrained based multi-feature fusion model for English text classification	2
Formal transformation of OWL ontology to a FOKI generic meta-model	2
Classification and forecasting in students’ progress using multiple-criteria decision making, K-Nearest Neighbors, and Multilayer Perceptron methods	2
Predicting smart cities’ electricity demands using k-means clustering algorithm in smart grid	2
A GAN-based hybrid approach for addressing class imbalance in machine learning	2
Machine learning and text mining based real-time semi-autonomous staff assignment system	2
Personalization exercise recommendation framework based on knowledge concept graph	2
Transformer substation network disconnection prediction via semantic reasoning with causal modeling	2
SBEO: Smart Building Evacuation Ontology	2
Optimizing cell-based software architecture through heuristic community detection approach	2
Guest editorial - Parallel and distributed computing and applications	2
Identification and detection of illegal gambling websites and analysis of user behavior	2
Navigation control of an autonomous Ackerman robot in unknown environments by using a lidar-sensing-based fuzzy controller	2
Empirical analysis of Python’s energy impact: Evidence from real measurements	2
Pedestrian attribute recognition based on dual self-attention mechanism	2
Sentence embedding approach using LSTM auto-encoder for discussion threads summarization	2
Editorial	2
Mitigating out-of-vocabulary challenges in embedded devices vulnerability classification: An ensemble embedding approach with bidirectional context modeling	2
Attitude estimation of aircraft based on quaternion SRCKF-SLAM algorithm	2