OOIR: Observatory of International Research

Papers

(The TQCC of Journal of Intelligent Information Systems is 6. 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 2021-09-01 to 2025-09-01.)

Article	Citations
Predicting temporary deal success with social media timing signals	58
A semiautomatic method for obtaining a predictive deep learning model and a rule-based system for abdominal aortic aneurysms	55
Persuasive explanations for path reasoning recommendations	53
News dissemination: a semantic approach to barrier classification	50
Explaining the impact of design choices on model quality in predictive process monitoring	47
Correction to: Evaluating user story quality with LLMs: a comparative study	43
MhSa-GRU: combining user’s dynamic preferences and items’ correlation to augment sequence recommendation	41
Leveraging neighborhood and path information for influential spreaders recognition in complex networks	40
Entity-aware answer sentence selection for question answering with transformer-based language models	39
On the performance of large language models on introductory programming assignments	33
Fake news detection based on statement conflict	31
MYRTO: An efficient pervasive method for hybrid ML-based data filtered allocations	31
Clustering of renewable energy assets to optimize resource allocation and operational strategies	31
Deep learning approaches to lexical simplification: A survey	28
An image and text-based multimodal model for detecting fake news in OSN’s	26
Leveraging contextual embeddings and self-attention neural networks with bi-attention for sentiment analysis	25
Impact of techniques to reduce error in high error rule-based expert system gradient descent networks	24
MF-EDNet: predicting stock market sector indices based on multi-feature fusion under emergency events	23
Exploring rich structure information for aspect-based sentiment classification	22
Analyzing and improving stability of matrix factorization for recommender systems	21
The more "similar" the happier: Augmenting text using similarity scoring with neural embeddings for happiness classification	20
Temporal knowledge graph completion based on product space and contrastive learning of commonsense	20
LLIMONIIE: Large Language Instructed Model for Open Named Italian Information Extraction	20
Generation method of suspense stories based on new-type inference	20
A novel technique using graph neural networks and relevance scoring to improve the performance of knowledge graph-based question answering systems	19

3T-IEC*: a context-aware recommender system architecture for smart social networks (EBSN and SBSN)	19
Improving the clarity of questions in Community Question Answering networks	18
Multi-class classification of COVID-19 documents using machine learning algorithms	18
Sentiment analysis of twitter data to detect and predict political leniency using natural language processing	17
Bi-knowledge views recommendation based on user-oriented contrastive learning	17
Multi-task learning for toxic comment classification and rationale extraction	16
FedGR: Cross-platform federated group recommendation system with hypergraph neural networks	15
Leveraging large language models, graph neural networks, and explainable AI for revolutionizing the next-generation network intrusion detection systems	15
Transformer based multilingual joint learning framework for code-mixed and english sentiment analysis	14
Research on telecom customer churn prediction based on ensemble learning	14
Conversing with business process-aware large language models: the BPLLM framework	13
SESAME - self-supervised framework for extractive question answering over document collections	13
Computing semantic similarity of texts by utilizing dependency graph	13
Multi-level language interaction transformer for multimodal sentiment analysis	13
Group event recommendation based on a heterogeneous attribute graph considering long- and short- term preferences	13
An optimizer derived from Halpern’s method for enhanced neural network convergence and reduced carbon emissions	12
Benchmarking state of the art website embedding methods for effective processing and analysis in the public sector	12
Leveraging distant supervision and deep learning for twitter sentiment and emotion classification	12
Detecting bipolar disorder on social media by post grouping and interpretable deep learning	12
Dual-view embedding for hyper-relational knowledge graphs with hierarchical structure	12
Ensemble time series models for stock price prediction and portfolio optimization with sentiment analysis	12
Integrating control-theoretic predictive deep learning for resource-efficient computing systems	12
Customer churn prediction for a webcast platform via a voting-based ensemble learning model with Nelder-Mead optimizer	11
Machine learning methods for predicting the admissions and hospitalisations in the emergency department of a civil and military hospital	11
Context-aware chatbot for personal healthcare assistance using LLMs and LangChain	11
Frequency roughness analysis in image processing and game design	11
Audio super-resolution via vision transformer	10
Physics-guided approach with transfer learning in vehicle lateral dynamics	10
Word embedding for mixed-emotions analysis	10
Data- & compute-efficient deviance mining via active learning and fast ensembles	10
Evidence selection via multi-aspect query diversification for cross-document relation extraction	9
MaMiPot: a paradigm shift for the classification of imbalanced data	9
BMDF-SR: bidirectional multi-sequence decoupling fusion method for sequential recommendation	9
DoWTS – Denial-of-Wallet Test Simulator: Synthetic data generation for preemptive defence	9
EST transformer: enhanced spatiotemporal representation learning for time series anomaly detection	9
GNNRec: gated graph neural network for session-based social recommendation model	9
Improving graph collaborative filtering with view explorer for social recommendation	8
A transformer-based framework for predicting geomagnetic indices with uncertainty quantification	8
Graph attention networks with adaptive neighbor graph aggregation for cold-start recommendation	8
KQFV: a knowledge-enhanced method using question answering for fact verification	8
A data-driven situation-aware framework for predictive analysis in smart environments	8
Design of fully homomorphic multikey encryption scheme for secured cloud access and storage environment	7
Handling concept drifts with traditional process discovery algorithms	7
Stock price nowcasting and forecasting with deep learning	7
Identifying influential nodes using semi local isolating centrality based on average shortest path	7
Two-stage sequential recommendation for side information fusion and long-term and short-term preferences modeling	7
Approaches and algorithms to mitigate cold start problems in recommender systems: a systematic literature review	7
A contextual-bandit approach for multifaceted reciprocal recommendations in online dating	6
Semantic-enhanced reasoning question answering over temporal knowledge graphs	6
An overview of actionable knowledge discovery techniques	6

Finding a needle in a haystack: insights on feature selection for classification tasks	6
A systematic review of question answering systems for non-factoid questions	6
Dynamic memory-enhanced federated learning framework with trusted computing for multi-source data analysis	6
Distance-based change point detection for novelty detection in concept-agnostic continual anomaly detection	6
Tiramisù: making sense of multi-faceted process information through time and space	6
Model-based decision support for knowledge-intensive processes	6
Improved machine learning technique for feature reduction and its application in spam email detection	6
Temporal knowledge completion enhanced self-supervised entity alignment	6
Cross-distillation-based approach for detecting poisoning attacks in recommender systems	6
Classroom teaching of tourism management using multimedia big data analysis	6
Interpretable segmentation of medical free-text records based on word embeddings	6
Modeling and querying temporal RDF knowledge graphs with relational databases	6
Editorial: recent advances in process analytics	6