Knowledge and Information Systems

Article	Citations
MG2Vec+: A multi-headed graph attention network for multigraph embedding	260
Graph theory-based mathematical modeling and analysis to predict a football dream team	230
Feature-blind fairness in collaborative filtering recommender systems	205
An efficient rumor detection model based on deep learning and flower pollination algorithm	147
An online ensemble classification algorithm for multi-class imbalanced data stream	87
Partially ordered stochastic conformance checking	85
Understanding stance classification of BERT models: an attention-based framework	72
NeuCrowd: neural sampling network for representation learning with crowdsourced labels	71
Truth validation with evidence	68
DQN-PACG: load regulation method based on DQN and multivariate prediction model	67
An efficient joint framework for interacting knowledge graph and item recommendation	62
Similarity enhancement of heterogeneous networks by weighted incorporation of information	62
Fast data-free model compression via dictionary-pair reconstruction	51
AdaCC: cumulative cost-sensitive boosting for imbalanced classification	43
A synthetic over-sampling method with minority and majority classes for imbalance problems	38
A robust adaptive linear regression method for severe noise	37
Meta-heuristic endured deep learning model for big data classification: image analytics	37
Adapter-based fine-tuning of pre-trained multilingual language models for code-mixed and code-switched text classification	34
Tweet-scan-post: a system for analysis of sensitive private data disclosure in online social media	34
A novel image denoising algorithm combining attention mechanism and residual UNet network	34
JMFEEL-Net: a joint multi-scale feature enhancement and lightweight transformer network for crowd counting	30
An efficient deep learning framework for occlusion face prediction system	30
Unifying Faceted Search and Analytics over RDF Knowledge Graphs	30
RDPNet: a multi-stage summary generation network for long chat dialogues	28
Interactive reinforced feature selection with traverse strategy	28

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

Recommender Systems in Cybersecurity	13
Theoretical backgrounds of Boolean reasoning-based binary n-clustering	12
Caption matters: a new perspective for knowledge-based visual question answering	12
Logical design of multi-model data warehouses	11
Multi-modal sarcasm detection using ensemble net model	11
Collab-RS: semantic recommendation of external collaborators for projects in software ecosystems	11
Temporal hypergraph motifs	11
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
Efficient parameter learning for Bayesian Network classifiers following the Apache Spark Dataframes paradigm	11
Efficient stable community search in temporal signed graphs	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
C22MP: the marriage of catch22 and the matrix profile creates a fast, efficient and interpretable anomaly detector	10
Fusing graph structural information with pre-trained generative model for knowledge graph-to-text generation	10
Imbalance factor: a simple new scale for measuring inter-class imbalance extent in classification problems	10
Postimpact similarity: a similarity measure for effective grouping of unlabelled text using spectral clustering	10
Unlocking wisdom: enhancing biomedical question answering with domain knowledge	10
Enhanced autoencoder-based fraud detection: a novel approach with noise factor encoding and SMOTE	10
A healthy and reliable rating profile expansion approach to address data sparsity in food recommendation systems	10
Tailoring and evaluating the Wikipedia for in-domain comparable corpora extraction	10
Bold driver and static restart fused adaptive momentum for visual question answering	9
An overview of aggregation methods for social networks analysis	9
Dual neighborhood thresholding patterns based on directional sampling	9
Sarcasm detection using optimized bi-directional long short-term memory	9
Ontology-based text convolution neural network (TextCNN) for prediction of construction accidents	9
Generalized few-shot node classification: toward an uncertainty-based solution	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
The phantom steering effect in Q&A websites	9
Improved score aggregation for authorship verification	9
How do I update my model? On the resilience of Predictive Process Monitoring models to change	9
Integrated deep learning and blockchain-based framework for cloud manufacturing with improved customer satisfaction	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
Temporal word embedding with predictive capability	9
Uncertainty-bounded reinforcement learning for revenue optimization in air cargo: a prescriptive learning approach	8
BPF: a novel cluster boundary points detection method for static and streaming data	8
SimGCL: graph contrastive learning by finding homophily in heterophily	8
One-to-many two-sided matching decision of logistics O2O platform considering the intermediary benefit	8
Graph attention-based collaborative filtering for user-specific recommender system using knowledge graph and deep neural networks	8
Identifying significant textual features in titles of Google play store applications and their influence on user review rating	8
A new multiattribute decision making method based on interval-valued intuitionistic fuzzy values	8
Enhancing cybersecurity using optimized anti-interference dynamic integral neural network-based intrusion detection system	8
A survey on extraction of causal relations from natural language text	8
XLR-KGDD: leveraging LLM and RAG for knowledge graph-based explainable disease diagnosis using multimodal clinical information	8
GSBC-SNet: a novel graph-aware bidirectional contrastive semantic network for multilabel text classification	8
User preferences learning with temporal point process and attention model for next POI recommendation	8
Complex Attributed Network Embedding for medical complication prediction	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
Tuning parameters of Apache Spark with Gauss–Pareto-based multi-objective optimization	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
CRAS: cross-domain recommendation via aspect-level sentiment extraction	7
BiMuF: a bi-directional recommender system with multi-semantic filter for online recruitment	7
Elastic similarity and distance measures for multivariate time series	7
Gated information bottleneck for generalization in sequential environments	7
Dynamic token pruning for LLMs: leveraging task-specific attention and adaptive thresholds	7
Situational Data Integration in Question Answering systems: a survey over two decades	7
Analysis and price prediction of cryptocurrencies for historical and live data using ensemble-based neural networks	7
Explaining deep multi-class time series classifiers	7
Enumerating all multi-constrained s-t paths on temporal graph	7
Latent side-information dynamic augmentation for incremental recommendation	7
Adaptive curvature exploration geometric graph neural network	7
Biological big-data sources, problems of storage, computational issues, and applications: a comprehensive review	7
Constraining acyclicity of differentiable Bayesian structure learning with topological ordering	7
A priority-based blockchain transaction packaging algorithm in a cloud-edge-end collaboration computing environment	7
E-learning app selection multi-criteria group decision-making problem using Einstein operator in linguistic trapezoidal neutrosophic environment	7
S-RAP: relevance-aware QoS prediction in web-services and user contexts	7
GWNN-HF: beyond assortativity in graph wavelet neural network	7
Recipe analysis for knowledge discovery of gastronomic dishes	7
Enhancing link prediction through node embedding and ensemble learning	7
Latent mutual feature extraction for cross-domain recommendation	7
Feature importance measure of a multilayer perceptron based on the presingle-connection layer	7
OpenWGL: open-world graph learning for unseen class node classification	7
Contrastive prototype source-free adaptation boosted by inherent data structure	7
Diversity-enhanced conversational recommendation via multi-agent reinforcement learning	6
Information extraction from electronic medical documents: state of the art and future research directions	6
Text augmentation method with adjustable manipulation intensity based on in-context learning	6

Iterative sliding window aggregation for generating length-scale-specific fractal features	6
Hybrid online–offline learning to rank using simulated annealing strategy based on dependent click model	6
Cooperative coati optimization algorithm with transfer functions for feature selection and knapsack problems	6
GoSum: extractive summarization of long documents by reinforcement learning and graph-organized discourse state	6
Implicit graph neural network for deep graph transformation	6
Fairness in graph-based semi-supervised learning	6
Correction: Estimating time series averages from latent space of multi-tasking neural networks	6
Distributional constraint discovery for intelligent auditing	6
GANCDE: Neural networks based on graphs and attention neural control differential equations for human activity recognition	6
GDDRec: graph neural diffusion model for diversified recommendation	6
Scalable force-directed graph representation learning and visualization	6
LightCapsGNN: light capsule graph neural network for graph classification	6
Adaptive hierarchical knowledge distillation from GNNs to MLPs	6
Extended ELECTRE method for multi-criteria group decision-making with spherical cubic fuzzy sets	6
Feature selection using game Shapley improved grey wolf optimizer for optimizing cancer classification	6
Efficient word segmentation for enhancing Chinese spelling check in pre-trained language model	6
Dimensionality selection for hyperbolic embeddings using decomposed normalized maximum likelihood code-length	6
Topic modeling and intuitionistic fuzzy set-based approach for efficient software bug triaging	6
A systematic literature review on sentiment analysis techniques, challenges, and future trends	6
Partial-order-based process mining: a survey and outlook	6
Self-supervised role learning for graph neural networks	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
The significance of Kappa and F-score in clustering ensemble: a comprehensive analysis	5
Class incremental named entity recognition without forgetting	5
ProAID: path-based reasoning for self-attentional disease prediction	5
Enhancing the performance of deep learning models with fuzzy c-means clustering	5
Modeling and predicting students’ engagement behaviors using mixture Markov models	5
Domain feature transfer-based multi-domain fake news detection	5
Reasoning subevent relation over heterogeneous event graph	5
Autonomous graph mining algorithm search with best performance trade-off	5
Visionary: a framework for analysis and visualization of provenance data	5
Mining technology trends in scientific publications: a graph propagated neural topic modeling approach	5
ARP spoofing detection using machine learning classifiers: an experimental study	5
Provably accurate and scalable linear classifiers in hyperbolic spaces	5
Advanced ambient air quality prediction through weighted feature selection and improved reptile search ensemble learning	5
Logical assessment formula and its principles for evaluations with inaccurate ground-truth labels	5
SecPPAccess: secured privacy protection access control on big data in cloud computing paradigm	5
Exploring the potential of deep regression model for next-location prediction	5
Minimum spanning tree clustering approach for effective feature partitioning in multi-view ensemble learning	5
Securing the collective intelligence: a comprehensive review of federated learning security attacks and defensive strategies	5
Combining self-supervision and privileged information for representation learning from tabular data	5
A deep learning-based disease diagnosis with intrusion detection for a secured healthcare system	5
A newly developed multi-strategy optimization algorithm framework based on the adaptive switching approach coupled with grey wolf optimizer	5
Context mining and graph queries on giant biomedical knowledge graphs	5
Hybrid deep learning and similarity measures for requirements-driven composition of semantic web services	5
DORIC: discovering topological relations based on spatial link composition	5
A hidden challenge of link prediction: which pairs to check?	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
Matching news articles and wikipedia tables for news augmentation	5
Text classification using embeddings: a survey	5
Domino drift effect approach for probability estimation of feature drift in high-dimensional data	5
GA-based QOS-aware workflow scheduling of deadline tasks in grid computing	5
Cross-space topological contrastive learning for knowledge graph-aware issue recommendation	5
Greedy centroid initialization for federated K-means	5
Taxonomy of deep learning-based intrusion detection system approaches in fog computing: a systematic review	4
An aviation accidents prediction method based on MTCNN and Bayesian optimization	4
Sequential uncertainty quantification with contextual tensors for social targeting	4
A new hybrid reasoning model based on rules, cases and processes: application to care of individuals facing autism spectrum disorders	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
Recurrent-optimized user association representation for multi-target cross-domain sequential recommendation	4
A prediction model of student performance based on self-attention mechanism	4
Simple knowledge graph completion model based on PU learning and prompt learning	4
Factors influencing open science participation through research data sharing and reuse among researchers: a systematic literature review	4
Stable and semi-stable sampling approaches for continuously used samples	4
Improvements on approximation algorithms for clustering probabilistic data	4
A novel contrastive multi-view framework for heterogeneous graph embedding	4
FishRNFuseNET: development of heuristic-derived recurrent neural network with feature fusion strategy for fish species classification	4
An action–reaction influence model relying on OSN user-generated content	4
Predicting learning performance using NLP: an exploratory study using two semantic textual similarity methods	4
Enhancing link prediction in dynamic social networks through hybrid GCN-LSTM models	4
Distributed probabilistic top-k dominating queries over uncertain databases	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
Falcon: lightweight and accurate convolution based on depthwise separable convolution	4
Quantum computing and quantum-inspired techniques for feature subset selection: a review	4
Efficient parallel algorithm for finding strongly connected components based on granulation strategy	4
A survey on review summarization and sentiment classification	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
Probabilistic temporal semantic graph: a holistic framework for event detection in twitter	4
CG-FHAUI: an efficient algorithm for simultaneously mining succinct pattern sets of frequent high average utility itemsets	4
Heterogeneous graph neural network with semantic-aware differential privacy guarantees	4
A review on polyadic chatbots: trends, challenges, and future research directions	4
Imputing sentiment intensity for SaaS service quality aspects using T-nearest neighbors with correlation-weighted Euclidean distance	4
Fake review detection techniques, issues, and future research directions: a literature review	4
MFS-SubSC: an efficient algorithm for mining frequent sequences with sub-sequence constraint	4
Big data analytics enabled deep convolutional neural network for the diagnosis of cancer	4
SEGODE: a structure-enhanced graph neural ordinary differential equation network model for temporal link prediction	4
TAMTE: topic-attentive multimodal transformer encoder for hashtag recommendation	4
Learned index for non-key queries	4
Property graph representation learning for node classification	4
SkSpO-L2TDBM: optimized drug name recognition using a large language-based time-distributed deep learning model	4