Knowledge and Information Systems

Article	Citations
MG2Vec+: A multi-headed graph attention network for multigraph embedding	272
Feature-blind fairness in collaborative filtering recommender systems	249
An efficient rumor detection model based on deep learning and flower pollination algorithm	219
An online ensemble classification algorithm for multi-class imbalanced data stream	168
Understanding stance classification of BERT models: an attention-based framework	90
Partially ordered stochastic conformance checking	90
NeuCrowd: neural sampling network for representation learning with crowdsourced labels	75
Truth validation with evidence	75
A synthetic over-sampling method with minority and majority classes for imbalance problems	74
Graph theory-based mathematical modeling and analysis to predict a football dream team	71
DQN-PACG: load regulation method based on DQN and multivariate prediction model	64
Similarity enhancement of heterogeneous networks by weighted incorporation of information	63
An efficient joint framework for interacting knowledge graph and item recommendation	53
Fast data-free model compression via dictionary-pair reconstruction	47
Meta-heuristic endured deep learning model for big data classification: image analytics	40
Tweet-scan-post: a system for analysis of sensitive private data disclosure in online social media	39
Adapter-based fine-tuning of pre-trained multilingual language models for code-mixed and code-switched text classification	36
A novel image denoising algorithm combining attention mechanism and residual UNet network	35
A robust adaptive linear regression method for severe noise	35
AdaCC: cumulative cost-sensitive boosting for imbalanced classification	33
An efficient deep learning framework for occlusion face prediction system	31
Unifying Faceted Search and Analytics over RDF Knowledge Graphs	30
JMFEEL-Net: a joint multi-scale feature enhancement and lightweight transformer network for crowd counting	30
Interactive reinforced feature selection with traverse strategy	29
RDPNet: a multi-stage summary generation network for long chat dialogues	29

Entity integrity management under data volume, variety and veracity	28
Neural networks for model-free and scale-free automated planning	28
Unveiling intrusions: explainable SVM approaches for addressing encrypted Wi-Fi traffic in UAV networks	27
GMMDA: Gaussian mixture modeling of graph in latent space for graph data augmentation	27
Group decision-making with interval multiplicative preference relations	26
Cross- and multiple-domains visual transfer learning via iterative Fischer linear discriminant analysis	26
Data augmentation with automated machine learning: approaches and performance comparison with classical data augmentation methods	25
An evidence-based approach for open-domain question answering	25
Correction: Local soft rough approximations and their applications to conflict analysis problems	24
Feature refinement for cross-domain aspect-based sentiment analysis: a contrastive learning and domain alignment perspective	24
Read to grow: exploring metadata of books to make intriguing book recommendations for teenage readers	23
A transformer-based deep reinforcement learning for the Dial-a-Ride problem	23
Mining dynamic preferences from geographical and interactive correlations for next POI recommendation	22
Navigating beyond backpropagation: on alternative training methods for deep neural networks	22
A hierarchical attention neural network with multi-view fusion for online course recommendation	21
REDAffectiveLM: leveraging affect enriched embedding and transformer-based neural language model for readers’ emotion detection	21
Prompting visual dialog with implicit logical knowledge	20
Cross-modal associated learning with spatial–temporal attention for hot topic detection	20
A template-based approach for question answering over knowledge bases	19
Task-oriented and attractor regularized multi-task learning for environmental spatial–temporal time series prediction	19
Scholarly recommendation systems: a literature survey	18
KNetwork: advancing cross-lingual sentiment analysis for enhanced decision-making in linguistically diverse environments	18
Artificial intelligence and machine learning in cybersecurity: a deep dive into state-of-the-art techniques and future paradigms	18
Improving density peak clustering on multi-dimensional time series: rediscover and subdivide	18
Data management in digital twins: a systematic literature review	18
CHEKG: a collaborative and hybrid methodology for engineering modular and fair domain-specific knowledge graphs	18
Label-consistent kernel transform learning-based sparse hashing for cross-modal retrieval	17
Perceptive dual-graph semantic integration network for aspect sentiment triplet extraction	17
A generic framework for mining sequences with various interestingness measures in dynamic attributed graphs	17
SEHP: stacking-based ensemble learning on novel features for review helpfulness prediction	17
Ensuring the privacy of data in modern healthcare systems using adaptive encryption technique and disease prediction via attention-based residual DenseNet with GRU	17
HAR-sEMG: A Dataset for Human Activity Recognition on Lower-Limb sEMG	17
Enhancing multimedia document modeling through extended orbit-based rhetorical structure: an approach to media weighting for importance determination	16
Manifold clustering optimized by adaptive aggregation strategy	16
Improved optimization parameters prediction using the modified mega trend diffusion function for a small dataset problem	16
Twain-GCN: twain-syntax graph convolutional networks for aspect-based sentiment analysis	16
Spectral clustering with scale fairness constraints	16
A proposed real-time decision support platform for Moroccan fixed mining production systems	16
CTVAE: Contrastive Tabular Variational Autoencoder for imbalance data	15
Semantic similarity-aware feature selection and redundancy removal for text classification using joint mutual information	15
Improving out-of-distribution detection by enforcing confidence margin	14
Multiple feature-anisotropic regularization for out-of-domain intent detection	14
Hyperparameter elegance: fine-tuning text analysis with enhanced genetic algorithm hyperparameter landscape	14
Recommender Systems in Cybersecurity	14
Clusterability test for categorical data	14
Protecting the privacy of social network data using graph correction	14
A systematic review on federated learning system: a new paradigm to machine learning	13
A study into patient similarity through representation learning from medical records	13
FZeroTC: fully zero-shot text classification for simultaneously discovering and labeling unseen classes	13
Conversational question answering: a survey	13

Drug-CoV: a drug-origin knowledge graph discovering drug repurposing targeting COVID-19	13
Deep learning-empowered intrusion detection framework for the Internet of Medical Things environment	13
Physics-guided machine learning from simulated data with different physical parameters	12
Fast spatial autocorrelation	12
Collab-RS: semantic recommendation of external collaborators for projects in software ecosystems	11
Trends and challenges in sentiment summarization: a systematic review of aspect extraction techniques	11
Multi-modal sarcasm detection using ensemble net model	11
Theoretical backgrounds of Boolean reasoning-based binary n-clustering	11
Text-based paper-level classification procedure for non-traditional sciences using a machine learning approach	11
A new way of search query like knowledge graph and its interpretability	11
Caption matters: a new perspective for knowledge-based visual question answering	11
A hybrid clustering approach for link prediction in heterogeneous information networks	11
Imbalance factor: a simple new scale for measuring inter-class imbalance extent in classification problems	10
Bold driver and static restart fused adaptive momentum for visual question answering	10
C22MP: the marriage of catch22 and the matrix profile creates a fast, efficient and interpretable anomaly detector	10
Integrated deep learning and blockchain-based framework for cloud manufacturing with improved customer satisfaction	10
Tailoring and evaluating the Wikipedia for in-domain comparable corpora extraction	10
A healthy and reliable rating profile expansion approach to address data sparsity in food recommendation systems	10
Postimpact similarity: a similarity measure for effective grouping of unlabelled text using spectral clustering	10
Logical design of multi-model data warehouses	10
Unlocking wisdom: enhancing biomedical question answering with domain knowledge	10
CKRHE: a hierarchical embedding method for large-scale complex knowledge graphs	10
Enhanced autoencoder-based fraud detection: a novel approach with noise factor encoding and SMOTE	10
Generalized few-shot node classification: toward an uncertainty-based solution	9
Temporal hypergraph motifs	9
Efficient parameter learning for Bayesian Network classifiers following the Apache Spark Dataframes paradigm	9
STORM-GAN+: spatio-temporal meta-GAN for cross-city estimation of heterogeneous human mobility responses to COVID-19	9
Improved score aggregation for authorship verification	9
Efficient stable community search in temporal signed graphs	9
Dynamic resource orchestration in edge computing environments using multi-agent reinforcement learning	9
Leveraging BERT for extractive text summarization on federal police documents	9
AETC: an automated pest detection and classification model using optimal integration of Yolo + SSD and adaptive ensemble transfer CNN with IoT-assisted pest images	9
Automated database design for document stores with multicriteria optimization	9
Fusing graph structural information with pre-trained generative model for knowledge graph-to-text generation	9
A hybrid ontology-based feature selection framework for enhancing predictive accuracy in regression models	9
An overview of aggregation methods for social networks analysis	9
Dual neighborhood thresholding patterns based on directional sampling	9
How do I update my model? On the resilience of Predictive Process Monitoring models to change	9
BPF: a novel cluster boundary points detection method for static and streaming data	8
Ontology-based text convolution neural network (TextCNN) for prediction of construction accidents	8
A survey on extraction of causal relations from natural language text	8
One-to-many two-sided matching decision of logistics O2O platform considering the intermediary benefit	8
Exploring aspect-based sentiment analysis: an in-depth review of current methods and prospects for advancement	8
A new multiattribute decision making method based on interval-valued intuitionistic fuzzy values	8
SimGCL: graph contrastive learning by finding homophily in heterophily	8
XLR-KGDD: leveraging LLM and RAG for knowledge graph-based explainable disease diagnosis using multimodal clinical information	8
User preferences learning with temporal point process and attention model for next POI recommendation	8
Information extraction pipelines for knowledge graphs	8
The phantom steering effect in Q&A websites	8
Uncertainty-bounded reinforcement learning for revenue optimization in air cargo: a prescriptive learning approach	8
GSBC-SNet: a novel graph-aware bidirectional contrastive semantic network for multilabel text classification	8
Identifying significant textual features in titles of Google play store applications and their influence on user review rating	8
Enhancing cybersecurity using optimized anti-interference dynamic integral neural network-based intrusion detection system	8
Complex Attributed Network Embedding for medical complication prediction	8
Sarcasm detection using optimized bi-directional long short-term memory	8
Temporal word embedding with predictive capability	8
BiMuF: a bi-directional recommender system with multi-semantic filter for online recruitment	7
Word and graph attention networks for semi-supervised classification	7
Owner name entity recognition in websites based on heterogeneous and dynamic graph transformer	7
Forecasting financial market structure from network features using machine learning	7
Elastic similarity and distance measures for multivariate time series	7
Analysis and price prediction of cryptocurrencies for historical and live data using ensemble-based neural networks	7
Gated information bottleneck for generalization in sequential environments	7
Dynamic token pruning for LLMs: leveraging task-specific attention and adaptive thresholds	7
OpenWGL: open-world graph learning for unseen class node classification	7
Tuning parameters of Apache Spark with Gauss–Pareto-based multi-objective optimization	7
Latent side-information dynamic augmentation for incremental recommendation	7
Explaining deep multi-class time series classifiers	7
Graph attention-based collaborative filtering for user-specific recommender system using knowledge graph and deep neural networks	7
Enhancing link prediction through node embedding and ensemble learning	7
E-learning app selection multi-criteria group decision-making problem using Einstein operator in linguistic trapezoidal neutrosophic environment	7
Situational Data Integration in Question Answering systems: a survey over two decades	7
A priority-based blockchain transaction packaging algorithm in a cloud-edge-end collaboration computing environment	7
Biological big-data sources, problems of storage, computational issues, and applications: a comprehensive review	7
S-RAP: relevance-aware QoS prediction in web-services and user contexts	7
GWNN-HF: beyond assortativity in graph wavelet neural network	7
CRAS: cross-domain recommendation via aspect-level sentiment extraction	7
Enumerating all multi-constrained s-t paths on temporal graph	7
Contrastive prototype source-free adaptation boosted by inherent data structure	7
Feature importance measure of a multilayer perceptron based on the presingle-connection layer	7

Latent mutual feature extraction for cross-domain recommendation	7
Adaptive curvature exploration geometric graph neural network	7
Efficient word segmentation for enhancing Chinese spelling check in pre-trained language model	6
GDDRec: graph neural diffusion model for diversified recommendation	6
Partial-order-based process mining: a survey and outlook	6
GoSum: extractive summarization of long documents by reinforcement learning and graph-organized discourse state	6
Constraining acyclicity of differentiable Bayesian structure learning with topological ordering	6
Minimum spanning tree clustering approach for effective feature partitioning in multi-view ensemble learning	6
Hybrid online–offline learning to rank using simulated annealing strategy based on dependent click model	6
Implicit graph neural network for deep graph transformation	6
Topic modeling and intuitionistic fuzzy set-based approach for efficient software bug triaging	6
Distributional constraint discovery for intelligent auditing	6
Correction: Estimating time series averages from latent space of multi-tasking neural networks	6
Scalable force-directed graph representation learning and visualization	6
A systematic literature review on sentiment analysis techniques, challenges, and future trends	6
Text augmentation method with adjustable manipulation intensity based on in-context learning	6
Diversity-enhanced conversational recommendation via multi-agent reinforcement learning	6
Dimensionality selection for hyperbolic embeddings using decomposed normalized maximum likelihood code-length	6
Information extraction from electronic medical documents: state of the art and future research directions	6
Iterative sliding window aggregation for generating length-scale-specific fractal features	6
Feature selection using game Shapley improved grey wolf optimizer for optimizing cancer classification	6
Accurate data imputation in healthcare with optimized class thresholds using enhanced firefly algorithm	6
Extended ELECTRE method for multi-criteria group decision-making with spherical cubic fuzzy sets	6
Cooperative coati optimization algorithm with transfer functions for feature selection and knapsack problems	6
Fairness in graph-based semi-supervised learning	6
Adaptive hierarchical knowledge distillation from GNNs to MLPs	6
GANCDE: Neural networks based on graphs and attention neural control differential equations for human activity recognition	6
Advanced ambient air quality prediction through weighted feature selection and improved reptile search ensemble learning	5
Class incremental named entity recognition without forgetting	5
LightCapsGNN: light capsule graph neural network for graph classification	5
ProAID: path-based reasoning for self-attentional disease prediction	5
Probabilistic temporal semantic graph: a holistic framework for event detection in twitter	5
Vector knowledge transfer-driven representation learning for heterogeneous hypernetworks	5
GA-based QOS-aware workflow scheduling of deadline tasks in grid computing	5
Reasoning subevent relation over heterogeneous event graph	5
Modeling and predicting students’ engagement behaviors using mixture Markov models	5
ARP spoofing detection using machine learning classifiers: an experimental study	5
Visionary: a framework for analysis and visualization of provenance data	5
Provably accurate and scalable linear classifiers in hyperbolic spaces	5
The significance of Kappa and F-score in clustering ensemble: a comprehensive analysis	5
Matching news articles and wikipedia tables for news augmentation	5
A hidden challenge of link prediction: which pairs to check?	5
Enhancing molecular property prediction by fusing graph and sequence encoder representations	5
Securing the collective intelligence: a comprehensive review of federated learning security attacks and defensive strategies	5
TAMTE: topic-attentive multimodal transformer encoder for hashtag recommendation	5
An aviation accidents prediction method based on MTCNN and Bayesian optimization	5
Hybrid deep learning and similarity measures for requirements-driven composition of semantic web services	5
Enhancing the performance of deep learning models with fuzzy c-means clustering	5
Greedy centroid initialization for federated K-means	5
Self-supervised role learning for graph neural networks	5
Logical assessment formula and its principles for evaluations with inaccurate ground-truth labels	5
Multimodal aspect-based sentiment analysis based on a dual syntactic graph network and joint contrastive learning	5
Grier: graph repairing based on iterative embedding and rules	5
Context mining and graph queries on giant biomedical knowledge graphs	5
Text classification using embeddings: a survey	5
Domino drift effect approach for probability estimation of feature drift in high-dimensional data	5
A newly developed multi-strategy optimization algorithm framework based on the adaptive switching approach coupled with grey wolf optimizer	5
Privacy protection of user profiles in online search via semantic randomization	5
Estimating time series averages from latent space of multi-tasking neural networks	5
Mining technology trends in scientific publications: a graph propagated neural topic modeling approach	5
SecPPAccess: secured privacy protection access control on big data in cloud computing paradigm	5
Autonomous graph mining algorithm search with best performance trade-off	5
DORIC: discovering topological relations based on spatial link composition	5
Cost-sensitive learning using logical analysis of data	4
Ultra-fast meta-parameter optimization for time series similarity measures with application to nearest neighbour classification	4
A residual utility-based concept for high-utility itemset mining	4
Merkle tree-blockchain-assisted privacy preservation of electronic medical records on offering medical data protection through hybrid heuristic algorithm	4
GC-PTransE: multi-step attack inference method based on graph convolutional neural network and translation embedding	4
A new privacy-preserving approach for publishing periodical reporting systems data	4
SkSpO-L2TDBM: optimized drug name recognition using a large language-based time-distributed deep learning model	4
LLM examiner: automating assessment in informal self-directed e-learning using ChatGPT	4
A parameter-free text classification method based on dual compressors	4
Entropic principal component analysis using Cauchy–Schwarz divergence	4
Atom search optimization: a systematic review of current variants and applications	4
HMNE: link prediction using hypergraph motifs and network embedding in social networks	4
Distributed probabilistic top-k dominating queries over uncertain databases	4
Fake review detection techniques, issues, and future research directions: a literature review	4
A new hybrid reasoning model based on rules, cases and processes: application to care of individuals facing autism spectrum disorders	4
SEGODE: a structure-enhanced graph neural ordinary differential equation network model for temporal link prediction	4
Enhancing large language models: alleviating knowledge deficiency with external knowledge and semantically aware reasoning (SAR)	4
Recurrent-optimized user association representation for multi-target cross-domain sequential recommendation	4
Improvements on approximation algorithms for clustering probabilistic data	4
AI-driven road traffic management: a comprehensive review of outlier detection techniques and challenges	4
Enhancing link prediction in dynamic social networks through hybrid GCN-LSTM models	4
Noise-aware celestial clustering for hot topic detection from microblog datasets with not well-separated topics	4
MFS-SubSC: an efficient algorithm for mining frequent sequences with sub-sequence constraint	4
Imputing sentiment intensity for SaaS service quality aspects using T-nearest neighbors with correlation-weighted Euclidean distance	4
A prediction model of student performance based on self-attention mechanism	4
Using topic-noise models to generate domain-specific topics across data sources	4
Efficient parallel algorithm for finding strongly connected components based on granulation strategy	4
Factors influencing open science participation through research data sharing and reuse among researchers: a systematic literature review	4
Falcon: lightweight and accurate convolution based on depthwise separable convolution	4
Domain feature transfer-based multi-domain fake news detection	4
FishRNFuseNET: development of heuristic-derived recurrent neural network with feature fusion strategy for fish species classification	4
Learned index for non-key queries	4