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 2020-11-01 to 2024-11-01.)

Article	Citations
PureEdgeSim: A simulation framework for performance evaluation of cloud, edge and mist computing environments	28
Multi-objective optimization of container-based microservice scheduling in edge computing	23
Machine learning based distributed big data analysis framework for next generation web in IoT	23
The application of virtual reality technology in the digital preservation of cultural heritage	23
Teaching computational thinking in primary schools: Worldwide trends and teachers’ attitudes	22
Distributed ledger technology: State-of-the-art and current challenges	18
Crowdsourcing platform for QoE evaluation for cloud multimedia services	16
Exploring the effectiveness of deep neural networks with technical analysis applied to stock market prediction	14
Deep RNN-based network traffic classification scheme in edge computing system	12
Transfer learning and GRU-CRF augmentation for Covid-19 fake news detection	12
Optimization of intelligent heating ventilation air conditioning system in urban building based on BIM and artificial intelligence technology	12
The application of machine learning techniques in prediction of quality of life features for cancer patients	11
Assessing learning styles through eye tracking for e-learning applications	10
Performance and scalability evaluation of a permissioned Blockchain based on the Hyperledger Fabric, Sawtooth and Iroha	10
Class balancing in customer segments classification using support vector machine rule extraction and ensemble learning	10
TrustRec: An effective approach to exploit implicit trust and distrust relationships along with explicitones for accurate recommendations	9
TS-GCN: Aspect-level sentiment classification model for consumer reviews	9
Image target detection algorithm compression and pruning based on neural network	8
Entropy-based network traffic anomaly classification method resilient to deception	8
Time-aware collective spatial keyword query	8
Comparative analysis of HAR datasets using classification algorithms	8
Incorporating privacy by design in body sensor networks for medical applications: A privacy and data protection framework	8
PARSAT: Fuzzy logic for adaptive spatial ability training in an augmented reality system	8
Interactive and innovative technologies for smart education	8
QoS prediction for service selection and recommendation with a deep latent features autoencoder	8

Throughput prediction based on ExtraTree for stream processing tasks	7
Evaluation of smart city construction and optimization of city brand model under neural networks	7
The application of e-commerce recommendation system in smart cities based on big data and cloud computing	7
BiSeNet-oriented context attention model for image semantic segmentation	7
Metaphor research in the 21st century: A bibliographic analysis	7
A low-cost AR training system for manual assembly operations	7
Solution for TSP/mTSP with an improved parallel clustering and elitist ACO	6
A novel deep LeNet-5 convolutional neural network model for image recognition	6
Formalization and verification of Kafka messaging mechanism using CSP	6
Predicting dropout in online learning environments	6
Deep reinforcement learning for resource allocation with network slicing in cognitive radio network	6
Conversational agent for supporting learners on a MOOC on programming with Java	6
Students’ preferences in selection of computer science and informatics studies: A comprehensive empirical case study	6
Real time availability and consistency of health-related information across multiple stakeholders: A blockchain based approach	6
Distance based clustering of class association rules to build a compact, accurate and descriptive classifier	6
A novel hybrid recommender system approach for student academic advising named COHRS, supported by case-based reasoning and ontology	6
Towards addressing item cold-start problem in collaborative filtering by embedding agglomerative clustering and FP-growth into the recommendation system	6
A graph-based feature selection method for learning to rank using spectral clustering for redundancy minimization and biased PageRank for relevance analysis	5
Explainable information retrieval using deep learning for medical images	5
A QPSO algorithm based on hierarchical weight and its application in cloud computing task scheduling	5
A new approximate method for mining frequent itemsets from big data	5
A dual hybrid recommender system based on SCoR and the random forest	5
SBEO: Smart Building Evacuation Ontology	4
Dynamic fractional chaotic biometric isomorphic elliptic curve for partial image encryption	4
Double-layer affective visual question answering network	4
A comparison of deep learning algorithms on image data for detecting floodwater on roadways	4
Semantic web based platform for the harmonization of teacher education curricula	4
A multicriteria optimization approach for the stock market feature selection	4
Data mining technology in the analysis of college students’ psychological problems	4
A novel security mechanism for software defined network based on Blockchain	4
Applied machine learning in recognition of DGA domain names	4
Arabic linked drug dataset consolidating and publishing	4
Automatic derivation of the initial conceptual database model from a set of business process models	4
Hyper-parameter optimization of convolutional neural networks for classifying COVID-19 X-ray images	4
Identifying key node in multi-region opportunistic sensor network based on improved TOPSIS	4
Comprehensive risk assessment and analysis of blockchain technology implementation using fuzzy cognitive mapping	3
Face recognition based on full convolutional neural network based on transfer learning model	3
CHEARP: Chord-based hierarchical energy-aware routing protocol for wireless sensor networks	3
Optimizing data locality by executor allocation in spark computing environment	3
Internet of things and agent-based system to improve water use efficiency in collective irrigation	3
Compensation of degradation, security, and capacity of LSB substitution methods by a new proposed hybrid n-LSB approach	3
Machine learning-based intelligent weather modification forecast in smart city potential area	3
RICNN: A ResNet&Inception convolutional neural network for intrusion detection of abnormal traffic	3
Collaborative filtering recommendation algorithm in cloud computing environment	3
Deep learning-based sentiment classification in Amharic using multi-lingual datasets	3
Secure cloud internet of vehicles based on blockchain and data transmission scheme of map/reduce	3
Research on influencing factors of the development of cultural and creative industries based on grey factor analysis	3
Multimodal encoders and decoders with gate attention for visual question answering	3
Efficient generative transfer learning framework for the detection of COVID-19	3
SEE-3D: Sentiment-driven emotion-cause pair extraction based on 3D-CNN	3

ProRes: Proactive re-selection of materialized views	3
Blockchain-based raw material shipping with PoC in Hyperledger Composer	3
Guest editorial: Machine learning-based decision support systems in IoT systems	3
Eye movement analysis in simple visual tasks	3
Self-service kits to scale knowledge to autonomous teams - concept, application and limitations	3
Using machine learning approach to construct the people flow tracking system for smart cities	3
Human action recognition based on skeleton features	3
Network analysis of social awareness of media education for primary school students studied through big data	3
Using deep learning to automatic inspection system of printed circuit board in manufacturing industry under the internet of things	2
Adaptive wavelet transform based on artificial fish swarm optimization and fuzzy C-means method for noisy image segmentation	2
Predicting smart cities’ electricity demands using k-means clustering algorithm in smart grid	2
Blockchain-based model for tracking compliance with security requirements	2
DroidClone: Attack of the android malware clones - a step towards stopping them	2
Solving the p-second center problem with variable neighborhood search	2
Construction of innovative thinking training system for computer majors under the background of new engineering subject	2
Fabric-GC: A Blockchain-based Gantt chart system for cross-organizational project management	2
A novel distant target region detection method using hybrid saliency-based attention model under complex textures	2
Analyzing feature importance for a predictive undergraduate student dropout model	2
Intrusion prevention with attack traceback and software-defined control plane for campus networks	2
Heterogenous-view occluded expression data recognition based on cycle-consistent adversarial network and K-SVD dictionary learning under intelligent cooperative robot environment	2
A JSSP solution for production planning optimization combining industrial engineering and evolutionary algorithms	2
Conflict resolution using relation classification: High-level data fusion in data integration	2
Recent advancements in privacy-aware protocols of source location privacy in wireless sensor networks: A survey	2
3D convolutional long short-term encoder-decoder network for moving object segmentation	2
Enhancing interactive graph representation learning for review-based item recommendation	2
Homomorphic encryption based privacy-aware intelligent forwarding mechanism for NDN-VANET	2
Effective methods for email classification: Is it a business or personal email?	2
Neural coreference resolution for Slovene language	2
A novel art gesture recognition model based on two channel region-based convolution neural network for explainable human-computer interaction understanding	2
Combining offline and on-the-fly disambiguation to perform semantic-aware XML querying	2