Knowledge and Information Systems

Article	Citations
MG2Vec+: A multi-headed graph attention network for multigraph embedding	250
Graph theory-based mathematical modeling and analysis to predict a football dream team	217
Feature-blind fairness in collaborative filtering recommender systems	194
An efficient rumor detection model based on deep learning and flower pollination algorithm	123
An online ensemble classification algorithm for multi-class imbalanced data stream	81
Partially ordered stochastic conformance checking	80
Tweet-scan-post: a system for analysis of sensitive private data disclosure in online social media	70
Understanding stance classification of BERT models: an attention-based framework	67
NeuCrowd: neural sampling network for representation learning with crowdsourced labels	66
Truth validation with evidence	63
DQN-PACG: load regulation method based on DQN and multivariate prediction model	59
Similarity enhancement of heterogeneous networks by weighted incorporation of information	57
An efficient joint framework for interacting knowledge graph and item recommendation	51
A novel image denoising algorithm combining attention mechanism and residual UNet network	42
Fast data-free model compression via dictionary-pair reconstruction	37
AdaCC: cumulative cost-sensitive boosting for imbalanced classification	35
Adapter-based fine-tuning of pre-trained multilingual language models for code-mixed and code-switched text classification	33
A synthetic over-sampling method with minority and majority classes for imbalance problems	33
Meta-heuristic endured deep learning model for big data classification: image analytics	33
An efficient deep learning framework for occlusion face prediction system	30
A robust adaptive linear regression method for severe noise	30
CHEKG: a collaborative and hybrid methodology for engineering modular and fair domain-specific knowledge graphs	29
JMFEEL-Net: a joint multi-scale feature enhancement and lightweight transformer network for crowd counting	29
Unifying Faceted Search and Analytics over RDF Knowledge Graphs	28
A template-based approach for question answering over knowledge bases	27

RDPNet: a multi-stage summary generation network for long chat dialogues	27
Interactive reinforced feature selection with traverse strategy	27
Application of genetic algorithm-based intuitionistic fuzzy weighted c-ordered-means algorithm to cluster analysis	26
Data augmentation with automated machine learning: approaches and performance comparison with classical data augmentation methods	26
Neural networks for model-free and scale-free automated planning	25
Entity integrity management under data volume, variety and veracity	24
Improving density peak clustering on multi-dimensional time series: rediscover and subdivide	23
GMMDA: Gaussian mixture modeling of graph in latent space for graph data augmentation	22
Scholarly recommendation systems: a literature survey	22
Group decision-making with interval multiplicative preference relations	21
Unveiling intrusions: explainable SVM approaches for addressing encrypted Wi-Fi traffic in UAV networks	21
Cross- and multiple-domains visual transfer learning via iterative Fischer linear discriminant analysis	20
Navigating beyond backpropagation: on alternative training methods for deep neural networks	19
Mining dynamic preferences from geographical and interactive correlations for next POI recommendation	19
KNetwork: advancing cross-lingual sentiment analysis for enhanced decision-making in linguistically diverse environments	19
An evidence-based approach for open-domain question answering	19
Prompting visual dialog with implicit logical knowledge	18
REDAffectiveLM: leveraging affect enriched embedding and transformer-based neural language model for readers’ emotion detection	18
Correction: Local soft rough approximations and their applications to conflict analysis problems	18
Read to grow: exploring metadata of books to make intriguing book recommendations for teenage readers	17
Artificial intelligence and machine learning in cybersecurity: a deep dive into state-of-the-art techniques and future paradigms	17
Clusterability test for categorical data	17
Data management in digital twins: a systematic literature review	17
SEHP: stacking-based ensemble learning on novel features for review helpfulness prediction	17
A generic framework for mining sequences with various interestingness measures in dynamic attributed graphs	16
FZeroTC: fully zero-shot text classification for simultaneously discovering and labeling unseen classes	16
Perceptive dual-graph semantic integration network for aspect sentiment triplet extraction	16
Recommender Systems in Cybersecurity	16
A systematic review on federated learning system: a new paradigm to machine learning	16
Improved optimization parameters prediction using the modified mega trend diffusion function for a small dataset problem	16
Conversational question answering: a survey	16
A study into patient similarity through representation learning from medical records	16
Enhancing multimedia document modeling through extended orbit-based rhetorical structure: an approach to media weighting for importance determination	15
Spectral clustering with scale fairness constraints	15
Hyperparameter elegance: fine-tuning text analysis with enhanced genetic algorithm hyperparameter landscape	15
Twain-GCN: twain-syntax graph convolutional networks for aspect-based sentiment analysis	14
HAR-sEMG: A Dataset for Human Activity Recognition on Lower-Limb sEMG	14
A proposed real-time decision support platform for Moroccan fixed mining production systems	14
Fast spatial autocorrelation	14
Protecting the privacy of social network data using graph correction	14
Manifold clustering optimized by adaptive aggregation strategy	14
Drug-CoV: a drug-origin knowledge graph discovering drug repurposing targeting COVID-19	14
Improving out-of-distribution detection by enforcing confidence margin	13
CTVAE: Contrastive Tabular Variational Autoencoder for imbalance data	13
Semantic similarity-aware feature selection and redundancy removal for text classification using joint mutual information	13
Physics-guided machine learning from simulated data with different physical parameters	13
Deep learning-empowered intrusion detection framework for the Internet of Medical Things environment	13
Trends and challenges in sentiment summarization: a systematic review of aspect extraction techniques	12
Integrated deep learning and blockchain-based framework for cloud manufacturing with improved customer satisfaction	12
Caption matters: a new perspective for knowledge-based visual question answering	12

Label-consistent kernel transform learning-based sparse hashing for cross-modal retrieval	12
Theoretical backgrounds of Boolean reasoning-based binary n-clustering	12
Text-based paper-level classification procedure for non-traditional sciences using a machine learning approach	11
Leveraging BERT for extractive text summarization on federal police documents	11
Bold driver and static restart fused adaptive momentum for visual question answering	11
A hybrid clustering approach for link prediction in heterogeneous information networks	11
A new way of search query like knowledge graph and its interpretability	11
Efficient parameter learning for Bayesian Network classifiers following the Apache Spark Dataframes paradigm	11
Multi-modal sarcasm detection using ensemble net model	11
Collab-RS: semantic recommendation of external collaborators for projects in software ecosystems	11
Enhanced autoencoder-based fraud detection: a novel approach with noise factor encoding and SMOTE	10
Efficient stable community search in temporal signed graphs	10
Unlocking wisdom: enhancing biomedical question answering with domain knowledge	10
Temporal hypergraph motifs	10
Tailoring and evaluating the Wikipedia for in-domain comparable corpora extraction	10
Fusing graph structural information with pre-trained generative model for knowledge graph-to-text generation	10
Generalized few-shot node classification: toward an uncertainty-based solution	10
Imbalance factor: a simple new scale for measuring inter-class imbalance extent in classification problems	10
Logical design of multi-model data warehouses	10
Postimpact similarity: a similarity measure for effective grouping of unlabelled text using spectral clustering	9
How do I update my model? On the resilience of Predictive Process Monitoring models to change	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
One-to-many two-sided matching decision of logistics O2O platform considering the intermediary benefit	9
Dual neighborhood thresholding patterns based on directional sampling	9
A healthy and reliable rating profile expansion approach to address data sparsity in food recommendation systems	9
An overview of aggregation methods for social networks analysis	9
Improved score aggregation for authorship verification	9
Automated database design for document stores with multicriteria optimization	9
C22MP: the marriage of catch22 and the matrix profile creates a fast, efficient and interpretable anomaly detector	9
STORM-GAN+: spatio-temporal meta-GAN for cross-city estimation of heterogeneous human mobility responses to COVID-19	9
Forecasting financial market structure from network features using machine learning	9
Sarcasm detection using optimized bi-directional long short-term memory	9
Ontology-based text convolution neural network (TextCNN) for prediction of construction accidents	8
A new multiattribute decision making method based on interval-valued intuitionistic fuzzy values	8
The phantom steering effect in Q&A websites	8
BPF: a novel cluster boundary points detection method for static and streaming data	8
GSBC-SNet: a novel graph-aware bidirectional contrastive semantic network for multilabel text classification	8
Uncertainty-bounded reinforcement learning for revenue optimization in air cargo: a prescriptive learning approach	8
Exploring aspect-based sentiment analysis: an in-depth review of current methods and prospects for advancement	8
Information extraction pipelines for knowledge graphs	8
A survey on extraction of causal relations from natural language text	8
Complex Attributed Network Embedding for medical complication prediction	8
User preferences learning with temporal point process and attention model for next POI recommendation	8
Temporal word embedding with predictive capability	8
Enhancing cybersecurity using optimized anti-interference dynamic integral neural network-based intrusion detection system	8
Identifying significant textual features in titles of Google play store applications and their influence on user review rating	8
Feature extraction for chart pattern classification in financial time series	8
SimGCL: graph contrastive learning by finding homophily in heterophily	8
CRAS: cross-domain recommendation via aspect-level sentiment extraction	7
Latent mutual feature extraction for cross-domain recommendation	7
Recipe analysis for knowledge discovery of gastronomic dishes	7
Feature importance measure of a multilayer perceptron based on the presingle-connection layer	7
Gated information bottleneck for generalization in sequential environments	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
Latent side-information dynamic augmentation for incremental recommendation	7
Biological big-data sources, problems of storage, computational issues, and applications: a comprehensive review	7
Graph attention-based collaborative filtering for user-specific recommender system using knowledge graph and deep neural networks	7
Owner name entity recognition in websites based on heterogeneous and dynamic graph transformer	7
Enhancing link prediction through node embedding and ensemble learning	7
Constraining acyclicity of differentiable Bayesian structure learning with topological ordering	7
Hybrid online–offline learning to rank using simulated annealing strategy based on dependent click model	7
Adaptive curvature exploration geometric graph neural network	7
S-RAP: relevance-aware QoS prediction in web-services and user contexts	7
GWNN-HF: beyond assortativity in graph wavelet neural network	7
Enumerating all multi-constrained s-t paths on temporal graph	7
Explaining deep multi-class time series classifiers	7
E-learning app selection multi-criteria group decision-making problem using Einstein operator in linguistic trapezoidal neutrosophic environment	7
Dimensionality selection for hyperbolic embeddings using decomposed normalized maximum likelihood code-length	7
OpenWGL: open-world graph learning for unseen class node classification	7
Contrastive prototype source-free adaptation boosted by inherent data structure	7
BiMuF: a bi-directional recommender system with multi-semantic filter for online recruitment	7
Word and graph attention networks for semi-supervised classification	7
Situational Data Integration in Question Answering systems: a survey over two decades	7
Tuning parameters of Apache Spark with Gauss–Pareto-based multi-objective optimization	7
Distributional constraint discovery for intelligent auditing	6
Topic modeling and intuitionistic fuzzy set-based approach for efficient software bug triaging	6
Efficient word segmentation for enhancing Chinese spelling check in pre-trained language model	6
Feature selection using game Shapley improved grey wolf optimizer for optimizing cancer classification	6
GDDRec: graph neural diffusion model for diversified recommendation	6

GANCDE: Neural networks based on graphs and attention neural control differential equations for human activity recognition	6
Iterative sliding window aggregation for generating length-scale-specific fractal features	6
Correction: Estimating time series averages from latent space of multi-tasking neural networks	6
GoSum: extractive summarization of long documents by reinforcement learning and graph-organized discourse state	6
A systematic literature review on sentiment analysis techniques, challenges, and future trends	6
Scalable force-directed graph representation learning and visualization	6
Extended ELECTRE method for multi-criteria group decision-making with spherical cubic fuzzy sets	6
Fairness in graph-based semi-supervised learning	6
Minimum spanning tree clustering approach for effective feature partitioning in multi-view ensemble learning	6
Partial-order-based process mining: a survey and outlook	6
Exploring the potential of deep regression model for next-location prediction	5
Text classification using embeddings: a survey	5
Context mining and graph queries on giant biomedical knowledge graphs	5
Self-supervised role learning for graph neural networks	5
Advanced ambient air quality prediction through weighted feature selection and improved reptile search ensemble learning	5
ProAID: path-based reasoning for self-attentional disease prediction	5
LightCapsGNN: light capsule graph neural network for graph classification	5
Matching news articles and wikipedia tables for news augmentation	5
Estimating time series averages from latent space of multi-tasking neural networks	5
Property graph representation learning for node classification	5
Sequential uncertainty quantification with contextual tensors for social targeting	5
Modeling and predicting students’ engagement behaviors using mixture Markov models	5
ARP spoofing detection using machine learning classifiers: an experimental study	5
A hidden challenge of link prediction: which pairs to check?	5
Enhancing the performance of deep learning models with fuzzy c-means clustering	5
Multimodal aspect-based sentiment analysis based on a dual syntactic graph network and joint contrastive learning	5
Cooperative coati optimization algorithm with transfer functions for feature selection and knapsack problems	5
Provably accurate and scalable linear classifiers in hyperbolic spaces	5
Text augmentation method with adjustable manipulation intensity based on in-context learning	5
A survey on review summarization and sentiment classification	5
Mining technology trends in scientific publications: a graph propagated neural topic modeling approach	5
Greedy centroid initialization for federated K-means	5
Visionary: a framework for analysis and visualization of provenance data	5
FishRNFuseNET: development of heuristic-derived recurrent neural network with feature fusion strategy for fish species classification	5
The significance of Kappa and F-score in clustering ensemble: a comprehensive analysis	5
Class incremental named entity recognition without forgetting	5
Grier: graph repairing based on iterative embedding and rules	5
Information extraction from electronic medical documents: state of the art and future research directions	5
Logical assessment formula and its principles for evaluations with inaccurate ground-truth labels	5
DORIC: discovering topological relations based on spatial link composition	5
A newly developed multi-strategy optimization algorithm framework based on the adaptive switching approach coupled with grey wolf optimizer	5
Hybrid deep learning and similarity measures for requirements-driven composition of semantic web services	5
Behavioral insights of adaptive splitting decision trees in evolving data stream classification	4
Cross-space topological contrastive learning for knowledge graph-aware issue recommendation	4
Improvements on approximation algorithms for clustering probabilistic data	4
Entropic principal component analysis using Cauchy–Schwarz divergence	4
An aviation accidents prediction method based on MTCNN and Bayesian optimization	4
A parameter-free text classification method based on dual compressors	4
GA-based QOS-aware workflow scheduling of deadline tasks in grid computing	4
Privacy protection of user profiles in online search via semantic randomization	4
GC-PTransE: multi-step attack inference method based on graph convolutional neural network and translation embedding	4
Big data analytics enabled deep convolutional neural network for the diagnosis of cancer	4
Learned index for non-key queries	4
Predicting learning performance using NLP: an exploratory study using two semantic textual similarity methods	4
Using topic-noise models to generate domain-specific topics across data sources	4
Fake review detection techniques, issues, and future research directions: a literature review	4
Probabilistic temporal semantic graph: a holistic framework for event detection in twitter	4
Simple knowledge graph completion model based on PU learning and prompt learning	4
A Bayesian hierarchical model for orthogonal Tucker decomposition with oblivious tensor compression	4
Taxonomy of deep learning-based intrusion detection system approaches in fog computing: a systematic review	4
Securing the collective intelligence: a comprehensive review of federated learning security attacks and defensive strategies	4
Reasoning subevent relation over heterogeneous event graph	4
Heterogeneous graph neural network with semantic-aware differential privacy guarantees	4
Domino drift effect approach for probability estimation of feature drift in high-dimensional data	4
Factors influencing open science participation through research data sharing and reuse among researchers: a systematic literature review	4
A new hybrid reasoning model based on rules, cases and processes: application to care of individuals facing autism spectrum disorders	4
Merkle tree-blockchain-assisted privacy preservation of electronic medical records on offering medical data protection through hybrid heuristic algorithm	4
CG-FHAUI: an efficient algorithm for simultaneously mining succinct pattern sets of frequent high average utility itemsets	4
A new fuzzy time series forecasting model based on clustering technique and normal fuzzy function	4
A novel contrastive multi-view framework for heterogeneous graph embedding	4
Stable and semi-stable sampling approaches for continuously used samples	4
Quantum computing and quantum-inspired techniques for feature subset selection: a review	4
An action–reaction influence model relying on OSN user-generated content	4
Autonomous graph mining algorithm search with best performance trade-off	4
A deep learning-based disease diagnosis with intrusion detection for a secured healthcare system	4
TAMTE: topic-attentive multimodal transformer encoder for hashtag recommendation	4
A prediction model of student performance based on self-attention mechanism	4
SEGODE: a structure-enhanced graph neural ordinary differential equation network model for temporal link prediction	4
Enhancing link prediction in dynamic social networks through hybrid GCN-LSTM models	4
Efficient parallel algorithm for finding strongly connected components based on granulation strategy	4