Knowledge and Information Systems

Article	Citations
MG2Vec+: A multi-headed graph attention network for multigraph embedding	284
Feature-blind fairness in collaborative filtering recommender systems	239
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	107
Understanding stance classification of BERT models: an attention-based framework	94
Truth validation with evidence	83
NeuCrowd: neural sampling network for representation learning with crowdsourced labels	83
A synthetic over-sampling method with minority and majority classes for imbalance problems	82
DQN-PACG: load regulation method based on DQN and multivariate prediction model	72
Similarity enhancement of heterogeneous networks by weighted incorporation of information	71
Fast data-free model compression via dictionary-pair reconstruction	69
A novel image denoising algorithm combining attention mechanism and residual UNet network	57
Meta-heuristic endured deep learning model for big data classification: image analytics	47
Exploring interest community-based and interesage-powered recommendation scenarios	44
AdaCC: cumulative cost-sensitive boosting for imbalanced classification	43
An efficient joint framework for interacting knowledge graph and item recommendation	43
Graph theory-based mathematical modeling and analysis to predict a football dream team	40
Adapter-based fine-tuning of pre-trained multilingual language models for code-mixed and code-switched text classification	39
Partially ordered stochastic conformance checking	35
A robust adaptive linear regression method for severe noise	35
Unifying Faceted Search and Analytics over RDF Knowledge Graphs	35
RDPNet: a multi-stage summary generation network for long chat dialogues	34
Neural networks for model-free and scale-free automated planning	33
GMMDA: Gaussian mixture modeling of graph in latent space for graph data augmentation	32
Entity integrity management under data volume, variety and veracity	32

An evidence-based approach for open-domain question answering	31
Feature refinement for cross-domain aspect-based sentiment analysis: a contrastive learning and domain alignment perspective	31
Unveiling intrusions: explainable SVM approaches for addressing encrypted Wi-Fi traffic in UAV networks	28
Read to grow: exploring metadata of books to make intriguing book recommendations for teenage readers	27
Interactive reinforced feature selection with traverse strategy	27
Correction: Local soft rough approximations and their applications to conflict analysis problems	27
Mining dynamic preferences from geographical and interactive correlations for next POI recommendation	27
A transformer-based deep reinforcement learning for the Dial-a-Ride problem	26
Navigating beyond backpropagation: on alternative training methods for deep neural networks	26
Group decision-making with interval multiplicative preference relations	24
A hierarchical attention neural network with multi-view fusion for online course recommendation	24
CHEKG: a collaborative and hybrid methodology for engineering modular and fair domain-specific knowledge graphs	23
Maximal $$\Delta $$-biclique enumeration in temporal bipartite graphs	23
Prompting visual dialog with implicit logical knowledge	23
Task-oriented and attractor regularized multi-task learning for environmental spatial–temporal time series prediction	23
REDAffectiveLM: leveraging affect enriched embedding and transformer-based neural language model for readers’ emotion detection	23
KNetwork: advancing cross-lingual sentiment analysis for enhanced decision-making in linguistically diverse environments	22
Improving density peak clustering on multi-dimensional time series: rediscover and subdivide	22
Cross-modal associated learning with spatial–temporal attention for hot topic detection	22
A template-based approach for question answering over knowledge bases	21
Scholarly recommendation systems: a literature survey	21
Data management in digital twins: a systematic literature review	21
Data augmentation with automated machine learning: approaches and performance comparison with classical data augmentation methods	21
An efficient deep learning framework for occlusion face prediction system	20
JMFEEL-Net: a joint multi-scale feature enhancement and lightweight transformer network for crowd counting	20
Artificial intelligence and machine learning in cybersecurity: a deep dive into state-of-the-art techniques and future paradigms	20
SEHP: stacking-based ensemble learning on novel features for review helpfulness prediction	19
Perceptive dual-graph semantic integration network for aspect sentiment triplet extraction	18
Ensuring the privacy of data in modern healthcare systems using adaptive encryption technique and disease prediction via attention-based residual DenseNet with GRU	18
Spectral clustering with scale fairness constraints	17
Recommender Systems in Cybersecurity	17
Manifold clustering optimized by adaptive aggregation strategy	17
Enhancing multimedia document modeling through extended orbit-based rhetorical structure: an approach to media weighting for importance determination	17
A proposed real-time decision support platform for Moroccan fixed mining production systems	17
Improved optimization parameters prediction using the modified mega trend diffusion function for a small dataset problem	17
FZeroTC: fully zero-shot text classification for simultaneously discovering and labeling unseen classes	16
Semantic similarity-aware feature selection and redundancy removal for text classification using joint mutual information	16
Improving out-of-distribution detection by enforcing confidence margin	16
Drug-CoV: a drug-origin knowledge graph discovering drug repurposing targeting COVID-19	16
CTVAE: Contrastive Tabular Variational Autoencoder for imbalance data	16
A study into patient similarity through representation learning from medical records	15
A systematic review on federated learning system: a new paradigm to machine learning	15
Hyperparameter elegance: fine-tuning text analysis with enhanced genetic algorithm hyperparameter landscape	15
HAR-sEMG: A Dataset for Human Activity Recognition on Lower-Limb sEMG	14
Clusterability test for categorical data	14
Fast spatial autocorrelation	14
Protecting the privacy of social network data using graph correction	14
Multiple feature-anisotropic regularization for out-of-domain intent detection	14
Physics-guided machine learning from simulated data with different physical parameters	14
Twain-GCN: twain-syntax graph convolutional networks for aspect-based sentiment analysis	14

Deep learning-empowered intrusion detection framework for the Internet of Medical Things environment	14
Collab-RS: semantic recommendation of external collaborators for projects in software ecosystems	13
DyLPA: a dynamic label propagation algorithm for detecting evolving communities	13
Conversational question answering: a survey	13
Label-consistent kernel transform learning-based sparse hashing for cross-modal retrieval	13
A new way of search query like knowledge graph and its interpretability	13
A generic framework for mining sequences with various interestingness measures in dynamic attributed graphs	13
A hybrid clustering approach for link prediction in heterogeneous information networks	12
Text-based paper-level classification procedure for non-traditional sciences using a machine learning approach	12
Multi-modal sarcasm detection using ensemble net model	12
Logical design of multi-model data warehouses	11
Bold driver and static restart fused adaptive momentum for visual question answering	11
Tailoring and evaluating the Wikipedia for in-domain comparable corpora extraction	11
Postimpact similarity: a similarity measure for effective grouping of unlabelled text using spectral clustering	11
Trends and challenges in sentiment summarization: a systematic review of aspect extraction techniques	11
Efficient stable community search in temporal signed graphs	11
Fusing graph structural information with pre-trained generative model for knowledge graph-to-text generation	11
A hybrid ontology-based feature selection framework for enhancing predictive accuracy in regression models	11
Integrated deep learning and blockchain-based framework for cloud manufacturing with improved customer satisfaction	11
Dynamic resource orchestration in edge computing environments using multi-agent reinforcement learning	11
Enhanced autoencoder-based fraud detection: a novel approach with noise factor encoding and SMOTE	11
Imbalance factor: a simple new scale for measuring inter-class imbalance extent in classification problems	11
Caption matters: a new perspective for knowledge-based visual question answering	10
Mining temporal attack patterns from cyberthreat intelligence reports	10
CKRHE: a hierarchical embedding method for large-scale complex knowledge graphs	10
Efficient parameter learning for Bayesian Network classifiers following the Apache Spark Dataframes paradigm	10
A healthy and reliable rating profile expansion approach to address data sparsity in food recommendation systems	10
Theoretical backgrounds of Boolean reasoning-based binary n-clustering	10
Who dominates generative AI? Analyzing user feedback to identify common use cases and areas for improvement in ChatGPT, Copilot and Gemini	10
C22MP: the marriage of catch22 and the matrix profile creates a fast, efficient and interpretable anomaly detector	10
Unlocking wisdom: enhancing biomedical question answering with domain knowledge	10
Temporal hypergraph motifs	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
Automated database design for document stores with multicriteria optimization	9
Temporal word embedding with predictive capability	9
Leveraging BERT for extractive text summarization on federal police documents	9
How do I update my model? On the resilience of Predictive Process Monitoring models to change	9
Dual neighborhood thresholding patterns based on directional sampling	9
Sarcasm detection using optimized bi-directional long short-term memory	9
A new multiattribute decision making method based on interval-valued intuitionistic fuzzy values	9
Enhanced bipolar disorder assessment using novel similarity measures for possibility fuzzy bipolar soft information	9
An overview of aggregation methods for social networks analysis	9
Improved score aggregation for authorship verification	9
The phantom steering effect in Q&A websites	9
Forecasting financial market structure from network features using machine learning	8
Identifying significant textual features in titles of Google play store applications and their influence on user review rating	8
Enhancing link prediction through node embedding and ensemble learning	8
XLR-KGDD: leveraging LLM and RAG for knowledge graph-based explainable disease diagnosis using multimodal clinical information	8
Light spectral-based graph convolutional networks: optimizing ranking and longtail awareness for e-commerce recommendation systems	8
AETC: an automated pest detection and classification model using optimal integration of Yolo + SSD and adaptive ensemble transfer CNN with IoT-assisted pest images	8
Uncertainty-bounded reinforcement learning for revenue optimization in air cargo: a prescriptive learning approach	8
Emerging AI threats in cybercrime: a review of zero-day attacks via machine, deep, and federated learning	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
Contrastive prototype source-free adaptation boosted by inherent data structure	8
S-RAP: relevance-aware QoS prediction in web-services and user contexts	8
Explaining deep multi-class time series classifiers	8
A survey on extraction of causal relations from natural language text	8
User preferences learning with temporal point process and attention model for next POI recommendation	8
Ontology-based text convolution neural network (TextCNN) for prediction of construction accidents	8
Complex Attributed Network Embedding for medical complication prediction	8
One-to-many two-sided matching decision of logistics O2O platform considering the intermediary benefit	8
Information extraction pipelines for knowledge graphs	8
Analysis and price prediction of cryptocurrencies for historical and live data using ensemble-based neural networks	8
Latent side-information dynamic augmentation for incremental recommendation	8
Graph attention-based collaborative filtering for user-specific recommender system using knowledge graph and deep neural networks	8
GWNN-HF: beyond assortativity in graph wavelet neural network	8
Enhancing cybersecurity using optimized anti-interference dynamic integral neural network-based intrusion detection system	8
SimGCL: graph contrastive learning by finding homophily in heterophily	8
Exploring aspect-based sentiment analysis: an in-depth review of current methods and prospects for advancement	8
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
Dimensionality selection for hyperbolic embeddings using decomposed normalized maximum likelihood code-length	7
Fairness in graph-based semi-supervised learning	7
Comparative analysis of sentence similarity detection using machine and deep learning with vectorization techniques	7
Distributional constraint discovery for intelligent auditing	7
Scalable force-directed graph representation learning and visualization	7
A priority-based blockchain transaction packaging algorithm in a cloud-edge-end collaboration computing environment	7
BiMuF: a bi-directional recommender system with multi-semantic filter for online recruitment	7

Gated information bottleneck for generalization in sequential environments	7
Word and graph attention networks for semi-supervised classification	7
Adaptive curvature exploration geometric graph neural network	7
Latent mutual feature extraction for cross-domain recommendation	7
Hybrid online–offline learning to rank using simulated annealing strategy based on dependent click model	7
LightCapsGNN: light capsule graph neural network for graph classification	7
Correction: Estimating time series averages from latent space of multi-tasking neural networks	7
Efficient word segmentation for enhancing Chinese spelling check in pre-trained language model	7
GANCDE: Neural networks based on graphs and attention neural control differential equations for human activity recognition	7
Dynamic token pruning for LLMs: leveraging task-specific attention and adaptive thresholds	7
Topic-dependent relation prediction in argument mining: ternary classification	7
Feature importance measure of a multilayer perceptron based on the presingle-connection layer	7
Enumerating all multi-constrained s-t paths on temporal graph	7
CRAS: cross-domain recommendation via aspect-level sentiment extraction	7
E-learning app selection multi-criteria group decision-making problem using Einstein operator in linguistic trapezoidal neutrosophic environment	7
Text augmentation method with adjustable manipulation intensity based on in-context learning	7
Topic modeling and intuitionistic fuzzy set-based approach for efficient software bug triaging	7
Constraining acyclicity of differentiable Bayesian structure learning with topological ordering	7
Iterative sliding window aggregation for generating length-scale-specific fractal features	7
GDDRec: graph neural diffusion model for diversified recommendation	7
Elastic similarity and distance measures for multivariate time series	7
Biological big-data sources, problems of storage, computational issues, and applications: a comprehensive review	7
Owner name entity recognition in websites based on heterogeneous and dynamic graph transformer	7
A hidden challenge of link prediction: which pairs to check?	6
Partial-order-based process mining: a survey and outlook	6
Extended ELECTRE method for multi-criteria group decision-making with spherical cubic fuzzy sets	6
Implicit graph neural network for deep graph transformation	6
GoSum: extractive summarization of long documents by reinforcement learning and graph-organized discourse state	6
Class incremental named entity recognition without forgetting	6
Enhancing the performance of deep learning models with fuzzy c-means clustering	6
Context mining and graph queries on giant biomedical knowledge graphs	6
Advanced ambient air quality prediction through weighted feature selection and improved reptile search ensemble learning	6
Cooperative coati optimization algorithm with transfer functions for feature selection and knapsack problems	6
Minimum spanning tree clustering approach for effective feature partitioning in multi-view ensemble learning	6
Diversity-enhanced conversational recommendation via multi-agent reinforcement learning	6
Accurate data imputation in healthcare with optimized class thresholds using enhanced firefly algorithm	6
ProAID: path-based reasoning for self-attentional disease prediction	6
Grier: graph repairing based on iterative embedding and rules	6
Visionary: a framework for analysis and visualization of provenance data	6
Enhancing molecular property prediction by fusing graph and sequence encoder representations	6
The significance of Kappa and F-score in clustering ensemble: a comprehensive analysis	6
Information extraction from electronic medical documents: state of the art and future research directions	6
A systematic literature review on sentiment analysis techniques, challenges, and future trends	6
Adaptive hierarchical knowledge distillation from GNNs to MLPs	6
Feature selection using game Shapley improved grey wolf optimizer for optimizing cancer classification	6
Online and Customizable Fairness-aware Learning	6
Text classification using embeddings: a survey	6
Provably accurate and scalable linear classifiers in hyperbolic spaces	6
Matching news articles and wikipedia tables for news augmentation	6
Probabilistic temporal semantic graph: a holistic framework for event detection in twitter	5
Exploring the potential of deep regression model for next-location prediction	5
Vector knowledge transfer-driven representation learning for heterogeneous hypernetworks	5
An action–reaction influence model relying on OSN user-generated content	5
Reasoning subevent relation over heterogeneous event graph	5
Domain feature transfer-based multi-domain fake news detection	5
Hybrid deep learning and similarity measures for requirements-driven composition of semantic web services	5
Modeling and predicting students’ engagement behaviors using mixture Markov models	5
Domino drift effect approach for probability estimation of feature drift in high-dimensional data	5
ARP spoofing detection using machine learning classifiers: an experimental study	5
Sequential uncertainty quantification with contextual tensors for social targeting	5
Heterogeneous graph neural network with semantic-aware differential privacy guarantees	5
A deep learning-based disease diagnosis with intrusion detection for a secured healthcare system	5
GA-based QOS-aware workflow scheduling of deadline tasks in grid computing	5
Securing the collective intelligence: a comprehensive review of federated learning security attacks and defensive strategies	5
An aviation accidents prediction method based on MTCNN and Bayesian optimization	5
Greedy centroid initialization for federated K-means	5
TAMTE: topic-attentive multimodal transformer encoder for hashtag recommendation	5
A survey on review summarization and sentiment classification	5
Estimating time series averages from latent space of multi-tasking neural networks	5
Logical assessment formula and its principles for evaluations with inaccurate ground-truth labels	5
Self-supervised role learning for graph neural networks	5
Autonomous graph mining algorithm search with best performance trade-off	5
A novel contrastive multi-view framework for heterogeneous graph embedding	5
A new fuzzy time series forecasting model based on clustering technique and normal fuzzy function	5
Stable and semi-stable sampling approaches for continuously used samples	5
Property graph representation learning for node classification	5
Taxonomy of deep learning-based intrusion detection system approaches in fog computing: a systematic review	5
Oversmoothing alleviation in graph neural networks: a survey and unified view	5
Cross-space topological contrastive learning for knowledge graph-aware issue recommendation	5
A novel approach for dynamic portfolio management integrating K-means clustering, mean-variance optimization, and reinforcement learning	5
FishRNFuseNET: development of heuristic-derived recurrent neural network with feature fusion strategy for fish species classification	5
A parameter-free text classification method based on dual compressors	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
Multimodal aspect-based sentiment analysis based on a dual syntactic graph network and joint contrastive learning	5
Combining self-supervision and privileged information for representation learning from tabular data	5
Behavioral insights of adaptive splitting decision trees in evolving data stream classification	5
Predicting learning performance using NLP: an exploratory study using two semantic textual similarity methods	5
A newly developed multi-strategy optimization algorithm framework based on the adaptive switching approach coupled with grey wolf optimizer	5
CG-FHAUI: an efficient algorithm for simultaneously mining succinct pattern sets of frequent high average utility itemsets	5