Journal of Intelligent Information Systems

Article	Citations
Predicting temporary deal success with social media timing signals	53
A semiautomatic method for obtaining a predictive deep learning model and a rule-based system for abdominal aortic aneurysms	48
News dissemination: a semantic approach to barrier classification	46
Persuasive explanations for path reasoning recommendations	46
Explaining the impact of design choices on model quality in predictive process monitoring	45
Leveraging neighborhood and path information for influential spreaders recognition in complex networks	40
MhSa-GRU: combining user’s dynamic preferences and items’ correlation to augment sequence recommendation	39
Entity-aware answer sentence selection for question answering with transformer-based language models	36
Correction to: Evaluating user story quality with LLMs: a comparative study	31
Depression detection from sMRI and rs-fMRI images using machine learning	30
Exploring rich structure information for aspect-based sentiment classification	29
MYRTO: An efficient pervasive method for hybrid ML-based data filtered allocations	28
Fake news detection based on statement conflict	26
MF-EDNet: predicting stock market sector indices based on multi-feature fusion under emergency events	25
Leveraging contextual embeddings and self-attention neural networks with bi-attention for sentiment analysis	23
Impact of techniques to reduce error in high error rule-based expert system gradient descent networks	23
Deep learning approaches to lexical simplification: A survey	23
Clustering of renewable energy assets to optimize resource allocation and operational strategies	22
Analyzing and improving stability of matrix factorization for recommender systems	22
Temporal knowledge graph completion based on product space and contrastive learning of commonsense	22
3T-IEC*: a context-aware recommender system architecture for smart social networks (EBSN and SBSN)	19
A novel technique using graph neural networks and relevance scoring to improve the performance of knowledge graph-based question answering systems	19
An image and text-based multimodal model for detecting fake news in OSN’s	19
The more "similar" the happier: Augmenting text using similarity scoring with neural embeddings for happiness classification	19
Improving the clarity of questions in Community Question Answering networks	19

Sentiment analysis of twitter data to detect and predict political leniency using natural language processing	18
Bi-knowledge views recommendation based on user-oriented contrastive learning	18
Making design decisions under uncertainties: probabilistic reasoning and robust product design	17
Multi-class classification of COVID-19 documents using machine learning algorithms	17
Multi-task learning for toxic comment classification and rationale extraction	17
Conversing with business process-aware large language models: the BPLLM framework	16
FedGR: Cross-platform federated group recommendation system with hypergraph neural networks	16
Research on telecom customer churn prediction based on ensemble learning	15
Multi-level language interaction transformer for multimodal sentiment analysis	15
Computing semantic similarity of texts by utilizing dependency graph	14
Group event recommendation based on a heterogeneous attribute graph considering long- and short- term preferences	14
Transformer based multilingual joint learning framework for code-mixed and english sentiment analysis	14
SESAME - self-supervised framework for extractive question answering over document collections	14
Ensemble time series models for stock price prediction and portfolio optimization with sentiment analysis	13
Dual-view embedding for hyper-relational knowledge graphs with hierarchical structure	12
Integrating control-theoretic predictive deep learning for resource-efficient computing systems	12
Leveraging distant supervision and deep learning for twitter sentiment and emotion classification	12
How to raise artwork prices using action rules, personalization and artwork visual features	12
Detecting bipolar disorder on social media by post grouping and interpretable deep learning	12
Machine learning methods for predicting the admissions and hospitalisations in the emergency department of a civil and military hospital	12
Frequency roughness analysis in image processing and game design	11
Customer churn prediction for a webcast platform via a voting-based ensemble learning model with Nelder-Mead optimizer	11
MaMiPot: a paradigm shift for the classification of imbalanced data	10
EST transformer: enhanced spatiotemporal representation learning for time series anomaly detection	10
Data- & compute-efficient deviance mining via active learning and fast ensembles	10
DoWTS – Denial-of-Wallet Test Simulator: Synthetic data generation for preemptive defence	10
GNNRec: gated graph neural network for session-based social recommendation model	10
Audio super-resolution via vision transformer	10
BMDF-SR: bidirectional multi-sequence decoupling fusion method for sequential recommendation	10
Physics-guided approach with transfer learning in vehicle lateral dynamics	10
Word embedding for mixed-emotions analysis	10
Design of fully homomorphic multikey encryption scheme for secured cloud access and storage environment	9
Graph attention networks with adaptive neighbor graph aggregation for cold-start recommendation	9
A data-driven situation-aware framework for predictive analysis in smart environments	9
Improving graph collaborative filtering with view explorer for social recommendation	9
A transformer-based framework for predicting geomagnetic indices with uncertainty quantification	9
Stock price nowcasting and forecasting with deep learning	9
Two-stage sequential recommendation for side information fusion and long-term and short-term preferences modeling	9
Tiramisù: making sense of multi-faceted process information through time and space	8
Identifying influential nodes using semi local isolating centrality based on average shortest path	8
Approaches and algorithms to mitigate cold start problems in recommender systems: a systematic literature review	8
Performing arithmetic using a neural network trained on images of digit permutation pairs	8
An overview of actionable knowledge discovery techniques	7
Model-based decision support for knowledge-intensive processes	7
Classroom teaching of tourism management using multimedia big data analysis	7
Semantic-enhanced reasoning question answering over temporal knowledge graphs	7
A contextual-bandit approach for multifaceted reciprocal recommendations in online dating	7
Expanding Normalized Systems from textual domain descriptions using TEMOS	6
Adaptive multi-round retrieval with knowledge distillation for sequential recommendation	6
An overview of machine learning techniques in constraint solving	6

FPGA supported rough set reduct calculation for big datasets	6
A systematic review of question answering systems for non-factoid questions	6
Enhancing E-learning effectiveness: a process mining approach for short-term tutorials	6
T-shaped expert mining: a novel approach based on skill translation and focal loss	6
Temporal knowledge completion enhanced self-supervised entity alignment	6
Finding a needle in a haystack: insights on feature selection for classification tasks	6
Improved machine learning technique for feature reduction and its application in spam email detection	6
Modeling and querying temporal RDF knowledge graphs with relational databases	6
Heuristic approaches for non-exhaustive pattern-based change detection in dynamic networks	6
Tell me what you Like: introducing natural language preference elicitation strategies in a virtual assistant for the movie domain	6
Interpretable segmentation of medical free-text records based on word embeddings	6
Evidence-driven appraisal of students’ careers using process mining: a case study	6
Dynamic memory-enhanced federated learning framework with trusted computing for multi-source data analysis	6
Editorial: recent advances in process analytics	6
Prediction of customer’s perception in social networks by integrating sentiment analysis and machine learning	5
Generating textual explanations for scheduling systems leveraging the reasoning capabilities of large language models	5
MMusic: a hierarchical multi-information fusion method for deep music recommendation	5
An interpretable model for sepsis prediction using multi-objective rule extraction	5
Generalized durative event detection on social media	5
Incremental and accurate computation of machine learning models with smart data summarization	5
Correction to: Deep learning based sentiment analysis of public perception of working from home through tweets	5
Efficient approximate top-k mutual information based feature selection	5
Issues in clustering algorithm consistency in fixed dimensional spaces. Some solutions for k-means	5
Attention-based hybrid CNN-LSTM and spectral data augmentation for COVID-19 diagnosis from cough sound	5
Meta learning-based relevant user identification and aggregation for cold-start recommendation	5
Learning recommendations from educational event data in higher education	5
Histograms as tools for mining actionable knowledge – principles and examples	5
Effect of attention and triplet loss on chart classification: a study on noisy charts and confusing chart pairs	5
Machine learning approaches to predict the execution time of the meteorological simulation software COSMO	5
How to deal with negative preferences in recommender systems: a theoretical framework	4
ELECTRA-based graph network model for multi-hop question answering	4
A knowledge-enhanced interactive graph convolutional network for aspect-based sentiment analysis	4
MAA-PTG: multimodal aspect-aware product title generation	4
Towards a soft three-level voting model (Soft T-LVM) for fake news detection	4
SI: methodologies for intelligent systems	4
A multi-objective optimization approach for session-based recommendation systems	4
A novel approach for software defect prediction using CNN and GRU based on SMOTE Tomek method	4
PolyCard: A learned cardinality estimator for intersection queries on spatial polygons	4
Coarse-grained decomposition and fine-grained interaction for multi-hop question answering	4
Session-aware recommender system using double deep reinforcement learning	4
A context-aware unsupervised predictive maintenance solution for fleet management	4
User-controlled federated matrix factorization for recommender systems	4
Offensive language identification with multi-task learning	3
A comprehensive Benchmark for fake news detection	3
Semi-supervised and ensemble learning to predict work-related stress	3
Early detection of fake news on emerging topics through weak supervision	3
Generative adversarial meta-learning knowledge graph completion for large-scale complex knowledge graphs	3
IbLT: An effective granular computing framework for hierarchical community detection	3
A distantly supervised approach for recognizing product mentions in user-generated content	3
TuckerDNCaching: high-quality negative sampling with tucker decomposition	3
A mutually enhanced multi-scale relation-aware graph convolutional network for argument pair extraction	3
Summarizing consumer reviews	3
Editorial: AI meets cybersecurity	3
Information gain based dynamic support set construction for cold-start recommendation	3
An Ontology driven model for detection and classification of cardiac arrhythmias using ECG data	3
Neural network translations for building SentiWordNets	3
Performance-preserving event log sampling for predictive monitoring	3
A generic approach to extract object-centric event data from databases supporting SAP ERP	3
Upper bounds for can-tree and FP-tree	3
Exploring the trie of rules: a fast data structure for the representation of association rules	3
Quantification of part-of-speech relationships for aspect sentiment triplet extraction	3
A distantly supervised approach for enriching product graphs with user opinions	3
ERABQS: entity resolution based on active machine learning and balancing query strategy	3
Sports recommender systems: overview and research directions	2
An empirical evaluation of active learning strategies for profile elicitation in a conversational recommender system	2
Inter-organizational collaborative BPMN 2.0 business process discovery	2
A framework for interoperability between models with hybrid tools	2
EqBal-RS: Mitigating popularity bias in recommender systems	2
Enhancing the fairness of offensive memes detection models by mitigating unintended political bias	2
The detection of mental health conditions by incorporating external knowledge	2
Reinforcement negative sampling recommendation based on collaborative knowledge graph	2
Leveraging posts’ and authors’ metadata to spot several forms of abusive comments in Twitter	2
A motif-based probabilistic approach for community detection in complex networks	2
Interest-aware influence diffusion model for social recommendation	2
BERT-PG: a two-branch associative feature gated filtering network for aspect sentiment classification	2
Aspect-location attention networks for aspect-category sentiment analysis in social media	2
User profiling and satisfaction inference in public information access services	2
An application of deep choice modeling for engagement maximization on Twitter/X	2
MLGAT: multi-layer graph attention networks for multimodal emotion recognition in conversations	2
Joint entity and relation extraction with fusion of multi-feature semantics	2

A quantum-like zero-shot approach for sentiment analysis in finance	2
A relational tsetlin machine with applications to natural language understanding	2
Smart integration of sensors, computer vision and knowledge representation for intelligent monitoring and verbal human-computer interaction	2
Forecasting inpatient admissions in district hospitals: a hybrid model approach	2
Topic enhanced sentiment co-attention BERT	2
Deep learning based sentiment analysis of public perception of working from home through tweets	2
A new knowledge discovery approach for mining business trade barriers	2
Cross-lingual transfer of abstractive summarizer to less-resource language	2
An improved recommendation based on graph convolutional network	2
Obtaining synthetic indications and sorting relevant structures from complex hierarchical clusters of multivariate data	2
Using an explainable machine learning approach to prioritize factors contributing to healthcare professionals’ burnout	2
Audio-based anomaly detection on edge devices via self-supervision and spectral analysis	2
A parallel computing framework for real-time moving object detection on high resolution videos	2
Learning autoencoder ensembles for detecting malware hidden communications in IoT ecosystems	2
Data-Centric AI	2
Parameters tuning of multi-model database based on deep reinforcement learning	2
Detecting COVID-19 vaccine hesitancy in India: a multimodal transformer based approach	2
Self-training dual-network for denoising federated recommendation	2
OVI-3: A NoSQL visual query system supporting efficient anti-joins	2
Enhanced density peak-based community detection algorithm	2