OOIR: Observatory of International Research

Papers

(The TQCC of Computer Science and Information Systems is 1. 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 2021-05-01 to 2025-05-01.)

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
Guest editorial: Explainable and trustworthy methods for next-generation artificial intelligence for reasonable data size	19
Research on problem formulations in resource-aware problems across scientific domains and applications	16
Echo state network for features extraction and segmentation of tomography images	13
PI2M-ITGov - panel of indicators for monitoring and maintaining the information technology governance: Method and artefacts	12
A novel approach for sEMG gesture recognition using resource-constrained hardware platforms	11
A Dockerized big data architecture for sports analytics	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
A practical and UC-secure decentralized key management and authentication scheme based on blockchain for VNDN	9
Semantic feature-based test selection for deep neural networks: A frequency domain perspective	8
Building of online evaluation system based on socket protocol	8
Development of recommendation systems using game theoretic techniques	8
Explainable information retrieval using deep learning for medical images	8
Evaluation of deep learning techniques for plant disease detection	8
Editorial	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
On the effectiveness of Gated Echo State Networks for data exhibiting long-term dependencies	6
Read between the interactions: Understanding non-interacted items for accurate multimedia recommendation	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	5
Guest editorial: Papers selected from European conference on advances in databases and information systems	5

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

Editorial	2
Sentiment polarity analysis of love letters: Evaluation of TextBlob, Vader, Flair, and Hugging Face transformer	2
A novel feature fusion model based on non-subsampled shear-wave transform for retinal blood vessel segmentation	2
Hyper-parameter optimization of convolutional neural networks for classifying COVID-19 X-ray images	1
Attitude estimation of aircraft based on quaternion SRCKF-SLAM algorithm	1
Class probability distribution based maximum entropy model for classification of datasets with sparse instances	1
The integration of artificial intelligence and ethnic music cultural inheritance under deep learning	1
Comprehensive risk assessment and analysis of blockchain technology implementation using fuzzy cognitive mapping	1
Guest editorial: Advances in intelligent data, data engineering, and information systems	1
Predicting smart cities’ electricity demands using k-means clustering algorithm in smart grid	1
Using neural network to automatic manufacture product label in enterprise under IoT environments	1
Identification and detection of illegal gambling websites and analysis of user behavior	1
Empirical analysis of Python’s energy impact: Evidence from real measurements	1
A comprehensive review of the data and knowledge graphs approaches in bioinformatics	1
Formal transformation of OWL ontology to a FOKI generic meta-model	1
Comparative analysis of HAR datasets using classification algorithms	1
DG_summ: A schema-driven approach for personalized summarizing heterogeneous data graphs	1
A lightweight defect classification method for latex gloves based on image enhancement	1
Editorial	1
An approach to email categorization and response generation	1
A novel art gesture recognition model based on two channel region-based convolution neural network for explainable human-computer interaction understanding	1
Reasoning on the usage control security policies over data artifact business process models	1
BI-FERH: Blockchain-IoT based framework for securing smart hotel	1
Sentence embedding approach using LSTM auto-encoder for discussion threads summarization	1
Personalization exercise recommendation framework based on knowledge concept graph	1
Automatic voltage stabilization system for substation using deep learning	1
Logical dependencies: Extraction from the versioning system and usage in key classes detection	1
Segmentation of COVID-19 CT lesions in CT scans through transfer learning	1
SBEO: Smart Building Evacuation Ontology	1
A framework for privacy-aware and secure decentralized data storage	1
RG-SKY: A fuzzy group skyline relaxation for combinatorial decision making	1
Pedestrian attribute recognition based on dual self-attention mechanism	1
Secure cloud internet of vehicles based on blockchain and data transmission scheme of map/reduce	1
A GAN-based hybrid approach for addressing class imbalance in machine learning	1
Machine learning and text mining based real-time semi-autonomous staff assignment system	1
Guest editorial - real-time image processing with deep neural networks and optimization algorithms	1
An innovative quality lane change evaluation scheme based on reliable crowd-ratings	1
An effective method for determining consensus in large collectives	1
The impact of digital transformation in teachers’ professional development during the COVID-19 pandemic	1
Adaptive wavelet transform based on artificial fish swarm optimization and fuzzy C-means method for noisy image segmentation	1
Extending hybrid SQL/NoSQL database by introducing statement rewriting component	1
Ownership protection system for partial areas on image data using ethereum blockchain	1
Multilingual pretrained based multi-feature fusion model for English text classification	1
Internet of things and agent-based system to improve water use efficiency in collective irrigation	1
Navigation control of an autonomous Ackerman robot in unknown environments by using a lidar-sensing-based fuzzy controller	1
Corrigendum	1
Medical images anomaly detection for imbalanced datasets with multi-scale normalizing flow	1