Journal of Intelligent Information Systems

Article	Citations
Entity-aware answer sentence selection for question answering with transformer-based language models	47
Predicting temporary deal success with social media timing signals	47
A semiautomatic method for obtaining a predictive deep learning model and a rule-based system for abdominal aortic aneurysms	45
MhSa-GRU: combining user’s dynamic preferences and items’ correlation to augment sequence recommendation	43
Persuasive explanations for path reasoning recommendations	42
News dissemination: a semantic approach to barrier classification	40
Explaining the impact of design choices on model quality in predictive process monitoring	39
Leveraging neighborhood and path information for influential spreaders recognition in complex networks	35
Exploring rich structure information for aspect-based sentiment classification	29
Depression detection from sMRI and rs-fMRI images using machine learning	29
MYRTO: An efficient pervasive method for hybrid ML-based data filtered allocations	26
Fake news detection based on statement conflict	26
MF-EDNet: predicting stock market sector indices based on multi-feature fusion under emergency events	24
Analyzing and improving stability of matrix factorization for recommender systems	23
An image and text-based multimodal model for detecting fake news in OSN’s	23
Leveraging contextual embeddings and self-attention neural networks with bi-attention for sentiment analysis	22
Temporal knowledge graph completion based on product space and contrastive learning of commonsense	21
Clustering of renewable energy assets to optimize resource allocation and operational strategies	21
Deep learning approaches to lexical simplification: A survey	20
Multi-task learning for toxic comment classification and rationale extraction	19
The more "similar" the happier: Augmenting text using similarity scoring with neural embeddings for happiness classification	19
Impact of techniques to reduce error in high error rule-based expert system gradient descent networks	19
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)	18
Bi-knowledge views recommendation based on user-oriented contrastive learning	18

Multi-class classification of COVID-19 documents using machine learning algorithms	18
Improving the clarity of questions in Community Question Answering networks	18
Making design decisions under uncertainties: probabilistic reasoning and robust product design	17
Multi-level language interaction transformer for multimodal sentiment analysis	15
FedGR: Cross-platform federated group recommendation system with hypergraph neural networks	15
Transformer based multilingual joint learning framework for code-mixed and english sentiment analysis	15
Sentiment analysis of twitter data to detect and predict political leniency using natural language processing	15
Conversing with business process-aware large language models: the BPLLM framework	15
Computing semantic similarity of texts by utilizing dependency graph	14
Research on telecom customer churn prediction based on ensemble learning	14
Dual-view embedding for hyper-relational knowledge graphs with hierarchical structure	13
SESAME - self-supervised framework for extractive question answering over document collections	13
Leveraging distant supervision and deep learning for twitter sentiment and emotion classification	12
Integrating control-theoretic predictive deep learning for resource-efficient computing systems	12
Ensemble time series models for stock price prediction and portfolio optimization with sentiment analysis	12
Group event recommendation based on a heterogeneous attribute graph considering long- and short- term preferences	12
Detecting bipolar disorder on social media by post grouping and interpretable deep learning	11
Machine learning methods for predicting the admissions and hospitalisations in the emergency department of a civil and military hospital	11
How to raise artwork prices using action rules, personalization and artwork visual features	11
Data- & compute-efficient deviance mining via active learning and fast ensembles	10
Frequency roughness analysis in image processing and game design	10
DoWTS – Denial-of-Wallet Test Simulator: Synthetic data generation for preemptive defence	10
Audio super-resolution via vision transformer	10
BMDF-SR: bidirectional multi-sequence decoupling fusion method for sequential recommendation	10
Word embedding for mixed-emotions analysis	10
Customer churn prediction for a webcast platform via a voting-based ensemble learning model with Nelder-Mead optimizer	10
Physics-guided approach with transfer learning in vehicle lateral dynamics	9
Design of fully homomorphic multikey encryption scheme for secured cloud access and storage environment	9
GNNRec: gated graph neural network for session-based social recommendation model	9
MaMiPot: a paradigm shift for the classification of imbalanced data	9
A transformer-based framework for predicting geomagnetic indices with uncertainty quantification	9
EST transformer: enhanced spatiotemporal representation learning for time series anomaly detection	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	8
Tiramisù: making sense of multi-faceted process information through time and space	8
Stock price nowcasting and forecasting with deep learning	8
An overview of actionable knowledge discovery techniques	8
Approaches and algorithms to mitigate cold start problems in recommender systems: a systematic literature review	8
Two-stage sequential recommendation for side information fusion and long-term and short-term preferences modeling	8
A contextual-bandit approach for multifaceted reciprocal recommendations in online dating	7
Identifying influential nodes using semi local isolating centrality based on average shortest path	7
Classroom teaching of tourism management using multimedia big data analysis	7
Performing arithmetic using a neural network trained on images of digit permutation pairs	7
Model-based decision support for knowledge-intensive processes	7
Dynamic memory-enhanced federated learning framework with trusted computing for multi-source data analysis	7
Semantic-enhanced reasoning question answering over temporal knowledge graphs	7
Editorial: recent advances in process analytics	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
Temporal knowledge completion enhanced self-supervised entity alignment	6
Interpretable segmentation of medical free-text records based on word embeddings	6
Finding a needle in a haystack: insights on feature selection for classification tasks	6
Enhancing E-learning effectiveness: a process mining approach for short-term tutorials	6
A systematic review of question answering systems for non-factoid questions	6
An overview of machine learning techniques in constraint solving	6
FPGA supported rough set reduct calculation for big datasets	6
Evidence-driven appraisal of students’ careers using process mining: a case study	6
Improved machine learning technique for feature reduction and its application in spam email detection	6
Prediction of customer’s perception in social networks by integrating sentiment analysis and machine learning	5
Histograms as tools for mining actionable knowledge – principles and examples	5
Incremental and accurate computation of machine learning models with smart data summarization	5
Learning recommendations from educational event data in higher education	5
Expanding Normalized Systems from textual domain descriptions using TEMOS	5
Efficient approximate top-k mutual information based feature selection	5
Effect of attention and triplet loss on chart classification: a study on noisy charts and confusing chart pairs	5
Correction to: Deep learning based sentiment analysis of public perception of working from home through tweets	5
Generating textual explanations for scheduling systems leveraging the reasoning capabilities of large language models	5
T-shaped expert mining: a novel approach based on skill translation and focal loss	5
MMusic: a hierarchical multi-information fusion method for deep music recommendation	5
Coarse-grained decomposition and fine-grained interaction for multi-hop question answering	5
An interpretable model for sepsis prediction using multi-objective rule extraction	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
How to deal with negative preferences in recommender systems: a theoretical framework	4
Generalized durative event detection on social media	4
SI: methodologies for intelligent systems	4
PolyCard: A learned cardinality estimator for intersection queries on spatial polygons	4
Issues in clustering algorithm consistency in fixed dimensional spaces. Some solutions for k-means	4
Towards a soft three-level voting model (Soft T-LVM) for fake news detection	4
A novel approach for software defect prediction using CNN and GRU based on SMOTE Tomek method	4
Session-aware recommender system using double deep reinforcement learning	4
Machine learning approaches to predict the execution time of the meteorological simulation software COSMO	4
A multi-objective optimization approach for session-based recommendation systems	4
A context-aware unsupervised predictive maintenance solution for fleet management	4
A mutually enhanced multi-scale relation-aware graph convolutional network for argument pair extraction	3
ELECTRA-based graph network model for multi-hop question answering	3
A comprehensive Benchmark for fake news detection	3
Offensive language identification with multi-task learning	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
Semi-supervised and ensemble learning to predict work-related stress	3
MAA-PTG: multimodal aspect-aware product title generation	3
User-controlled federated matrix factorization for recommender systems	3
Upper bounds for can-tree and FP-tree	3
Summarizing consumer reviews	3
Neural network translations for building SentiWordNets	3
Exploring the trie of rules: a fast data structure for the representation of association rules	3
Editorial: AI meets cybersecurity	3
A knowledge-enhanced interactive graph convolutional network for aspect-based sentiment analysis	3
A generic approach to extract object-centric event data from databases supporting SAP ERP	3
Performance-preserving event log sampling for predictive monitoring	3
Information gain based dynamic support set construction for cold-start recommendation	3
TuckerDNCaching: high-quality negative sampling with tucker decomposition	3
Quantification of part-of-speech relationships for aspect sentiment triplet extraction	3
Learning autoencoder ensembles for detecting malware hidden communications in IoT ecosystems	2
ERABQS: entity resolution based on active machine learning and balancing query strategy	2
An Ontology driven model for detection and classification of cardiac arrhythmias using ECG data	2
EqBal-RS: Mitigating popularity bias in recommender systems	2
Inter-organizational collaborative BPMN 2.0 business process discovery	2
BERT-PG: a two-branch associative feature gated filtering network for aspect sentiment classification	2
An empirical evaluation of active learning strategies for profile elicitation in a conversational recommender system	2
A parallel computing framework for real-time moving object detection on high resolution videos	2
User profiling and satisfaction inference in public information access services	2
Using an explainable machine learning approach to prioritize factors contributing to healthcare professionals’ burnout	2
A quantum-like zero-shot approach for sentiment analysis in finance	2
Addressing the complexity of personalized, context-aware and health-aware food recommendations: an ensemble topic modelling based approach	2
Smart integration of sensors, computer vision and knowledge representation for intelligent monitoring and verbal human-computer interaction	2
A distantly supervised approach for enriching product graphs with user opinions	2
A distantly supervised approach for recognizing product mentions in user-generated content	2
IbLT: An effective granular computing framework for hierarchical community detection	2
MLGAT: multi-layer graph attention networks for multimodal emotion recognition in conversations	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
Aspect-location attention networks for aspect-category sentiment analysis in social media	2
Detecting COVID-19 vaccine hesitancy in India: a multimodal transformer based approach	2
Leveraging posts’ and authors’ metadata to spot several forms of abusive comments in Twitter	2
The detection of mental health conditions by incorporating external knowledge	2

Obtaining synthetic indications and sorting relevant structures from complex hierarchical clusters of multivariate data	2
Audio-based anomaly detection on edge devices via self-supervision and spectral analysis	2
Reinforcement negative sampling recommendation based on collaborative knowledge graph	2
Parameters tuning of multi-model database based on deep reinforcement learning	2
A relational tsetlin machine with applications to natural language understanding	2
Topic enhanced sentiment co-attention BERT	2
Enhanced density peak-based community detection algorithm	2
An application of deep choice modeling for engagement maximization on Twitter/X	2
A framework for interoperability between models with hybrid tools	2
Self-training dual-network for denoising federated recommendation	2
Data-Centric AI	2
Forecasting inpatient admissions in district hospitals: a hybrid model approach	2
Enhancing the fairness of offensive memes detection models by mitigating unintended political bias	2
Joint entity and relation extraction with fusion of multi-feature semantics	2