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 2022-05-01 to 2026-05-01.)

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	17
Guest editorial: Explainable and trustworthy methods for next-generation artificial intelligence for reasonable data size	16
Research on problem formulations in resource-aware problems across scientific domains and applications	15
Echo state network for features extraction and segmentation of tomography images	14
A hierarchical federated learning model with adaptive model parameter aggregation	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	12
A practical and UC-secure decentralized key management and authentication scheme based on blockchain for VNDN	11
PI2M-ITGov - panel of indicators for monitoring and maintaining the information technology governance: Method and artefacts	10
Solution for TSP/mTSP with an improved parallel clustering and elitist ACO	10
Evaluation of deep learning techniques for plant disease detection	10
ECW-EGNet: Exploring Cross-ModalWeighting and edge-guided decoder network for RGB-D salient object detection	9
Editorial	9
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
Guest editorial: Papers selected from European conference on advances in databases and information systems	8
Medical record information storage scheme based on blockchain and attribute role-based access control	8
Towards addressing item cold-start problem in collaborative filtering by embedding agglomerative clustering and FP-growth into the recommendation system	7
Operational semantics in a domain-specific robot control language: A pedagogical use case	7
Data-centric UML profile for agroecology applications: Agricultural autonomous robots monitoring case study	7
Read between the interactions: Understanding non-interacted items for accurate multimedia recommendation	7
Resource-aware object detection and recognition using edge AI across the edge-fog computing continuum	7
Spatio-temporal-based multi-level aggregation network for physical action recognition	7
Data-driven traffic management: Enhancing road safety through integrated digital twin technology	6
Trustless exchange for personal data: Adapting intellectual property trading security protocols for data sovereignty	6

MakeCode arcade platform for game-based learning	6
Biometric lock with facial recognition implemented with deep learning techniques	6
The security and privacy challenges toward cybersecurity of 6G networks: A comprehensive review	6
Fire detection models based on attention mechanisms and multiscale features	6
Heterogenous-view occluded expression data recognition based on cycle-consistent adversarial network and K-SVD dictionary learning under intelligent cooperative robot environment	6
Automatic conceptual database design based on heterogeneous source artifacts	5
TRL-PROTAC: A pre-trained generator of PROTACs targeting specific proteins optimized by reinforcement learning	5
Adaptive multiscale sparse unmixing for hyperspectral remote sensing image	5
TS-GCN: Aspect-level sentiment classification model for consumer reviews	5
Guest editorial - Management of digital ecosystems	5
Improved session recommendation using contrastive learning based tail adjusted repeat aware graph neural network	4
Guest editorial: Deep meta-learning and explainable artificial intelligence (XAI): Methodologies, interactivity and applications	4
Editorial	4
Anomalous traffic identification method for POST messages based on gambling website templates	4
Application of the Inception-ResNet-V2 algorithm to the analysis of embryo microscope images for the prediction model of assisted reproduction	4
The application of machine learning techniques in prediction of quality of life features for cancer patients	4
A novel deep fully convolutional encoder-decoder network and similarity analysis for English education text event clustering analysis	4
A novel industrial big data fusion method based on Q-learning and cascade classifier	4
Energy-efficiency of software and hardware algorithms	4
The duration threshold of video content observation: An experimental investigation of visual perception efficiency	4
Matching business process behavior with encoding techniques via meta-learning: An anomaly detection study	4
LUN-BiSeNetV2: A lightweight unstructured network based on BiSeNetV2 for road scene segmentation	3
An ANN-WSM hybrid framework for sustainable personalized learning in smart education	3
A novel feature fusion model based on non-subsampled shear-wave transform for retinal blood vessel segmentation	3
Applying SPIN checker on 5G EAP-TLS authentication protocol analysis	3
Editorial	3
The integration of artificial intelligence and ethnic music cultural inheritance under deep learning	3
Sternum age estimation with dual channel fusion CNN model	3
VSAF: Verifiable and secure aggregation scheme for federated learning in edge computing	3
A hybrid GA-powell algorithm for geometric constraint solving	3
Editorial	3
Review of architectures in IoT remote patient monitoring systems	3
Comprehensive risk assessment and analysis of blockchain technology implementation using fuzzy cognitive mapping	3
Federated learning with committee mechanism for class imbalance	3
GAN-DNADE: Image encryption algorithm based on generative adversarial network and DNA dynamic encoding	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
CTA-Net: A gaze estimation network based on dual feature aggregation and attention cross fusion	3
DomiCom: Discovery of top-k dominant communities in networks with node attributes	3
Analyzing the operational efficiency of online shopping platforms integrated with AI-powered intelligent warehouses	3
SBEO: Smart Building Evacuation Ontology	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
ASD-RRT: An enhanced path planning algorithm based on RRT for multi-obstacle environments	2
Sentiment polarity analysis of love letters: Evaluation of TextBlob, Vader, Flair, and Hugging Face transformer	2
Automatic voltage stabilization system for substation using deep learning	2
Corrigendum	2
Editorial	2
Predicting smart cities’ electricity demands using k-means clustering algorithm in smart grid	2

Classification and forecasting in students’ progress using multiple-criteria decision making, K-Nearest Neighbors, and Multilayer Perceptron methods	2
Class probability distribution based maximum entropy model for classification of datasets with sparse instances	2
Guest editorial: Advances in intelligent data, data engineering, and information systems	2
Towards enhancing data science agents with semantics	2
Hyperparameter optimisation in differential evolution using summed local difference strings, a rugged but easily calculated landscape for combinatorial search problems	2
Medical images anomaly detection for imbalanced datasets with multi-scale normalizing flow	2
Formal transformation of OWL ontology to a FOKI generic meta-model	2
DG_summ: A schema-driven approach for personalized summarizing heterogeneous data graphs	2
Internet of things and agent-based system to improve water use efficiency in collective irrigation	2
Sentence embedding approach using LSTM auto-encoder for discussion threads summarization	2
Personalization exercise recommendation framework based on knowledge concept graph	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
A lightweight defect classification method for latex gloves based on image enhancement	2
BI-FERH: Blockchain-IoT based framework for securing smart hotel	2
Pedestrian attribute recognition based on dual self-attention mechanism	2
Empirical analysis of Python’s energy impact: Evidence from real measurements	2
Ownership protection system for partial areas on image data using ethereum blockchain	2
Navigation control of an autonomous Ackerman robot in unknown environments by using a lidar-sensing-based fuzzy controller	2