Knowledge and Information Systems

Article	Citations
MG2Vec+: A multi-headed graph attention network for multigraph embedding	295
Adapter-based fine-tuning of pre-trained multilingual language models for code-mixed and code-switched text classification	250
Partially ordered stochastic conformance checking	235
An efficient rumor detection model based on deep learning and flower pollination algorithm	116
An online ensemble classification algorithm for multi-class imbalanced data stream	97
Understanding stance classification of BERT models: an attention-based framework	86
NeuCrowd: neural sampling network for representation learning with crowdsourced labels	85
Truth validation with evidence	82
DQN-PACG: load regulation method based on DQN and multivariate prediction model	74
Similarity enhancement of heterogeneous networks by weighted incorporation of information	74
Exploring interest community-based and interesage-powered recommendation scenarios	73
Fast data-free model compression via dictionary-pair reconstruction	60
A novel image denoising algorithm combining attention mechanism and residual UNet network	52
AdaCC: cumulative cost-sensitive boosting for imbalanced classification	46
A robust adaptive linear regression method for severe noise	46
Graph theory-based mathematical modeling and analysis to predict a football dream team	44
An efficient joint framework for interacting knowledge graph and item recommendation	43
A synthetic over-sampling method with minority and majority classes for imbalance problems	40
Meta-heuristic endured deep learning model for big data classification: image analytics	39
Feature-blind fairness in collaborative filtering recommender systems	39
Unifying Faceted Search and Analytics over RDF Knowledge Graphs	37
RDPNet: a multi-stage summary generation network for long chat dialogues	37
Neural networks for model-free and scale-free automated planning	34
GMMDA: Gaussian mixture modeling of graph in latent space for graph data augmentation	34
Entity integrity management under data volume, variety and veracity	34

An evidence-based approach for open-domain question answering	33
Feature refinement for cross-domain aspect-based sentiment analysis: a contrastive learning and domain alignment perspective	33
Group decision-making with interval multiplicative preference relations	28
Unveiling intrusions: explainable SVM approaches for addressing encrypted Wi-Fi traffic in UAV networks	28
Correction: Local soft rough approximations and their applications to conflict analysis problems	28
A transformer-based deep reinforcement learning for the Dial-a-Ride problem	27
Read to grow: exploring metadata of books to make intriguing book recommendations for teenage readers	27
A hierarchical attention neural network with multi-view fusion for online course recommendation	26
An efficient deep learning framework for occlusion face prediction system	26
A template-based approach for question answering over knowledge bases	26
Maximal $$\Delta $$-biclique enumeration in temporal bipartite graphs	26
REDAffectiveLM: leveraging affect enriched embedding and transformer-based neural language model for readers’ emotion detection	25
Cross-modal associated learning with spatial–temporal attention for hot topic detection	25
Task-oriented and attractor regularized multi-task learning for environmental spatial–temporal time series prediction	24
CHEKG: a collaborative and hybrid methodology for engineering modular and fair domain-specific knowledge graphs	24
Improving density peak clustering on multi-dimensional time series: rediscover and subdivide	24
Prompting visual dialog with implicit logical knowledge	24
Data management in digital twins: a systematic literature review	23
KNetwork: advancing cross-lingual sentiment analysis for enhanced decision-making in linguistically diverse environments	23
JMFEEL-Net: a joint multi-scale feature enhancement and lightweight transformer network for crowd counting	22
Scholarly recommendation systems: a literature survey	22
Navigating beyond backpropagation: on alternative training methods for deep neural networks	22
Data augmentation with automated machine learning: approaches and performance comparison with classical data augmentation methods	21
Artificial intelligence and machine learning in cybersecurity: a deep dive into state-of-the-art techniques and future paradigms	21
Interactive reinforced feature selection with traverse strategy	21
Mining dynamic preferences from geographical and interactive correlations for next POI recommendation	21
Fast spatial autocorrelation	20
A systematic review on federated learning system: a new paradigm to machine learning	19
Perceptive dual-graph semantic integration network for aspect sentiment triplet extraction	19
Enhancing multimedia document modeling through extended orbit-based rhetorical structure: an approach to media weighting for importance determination	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
Improved optimization parameters prediction using the modified mega trend diffusion function for a small dataset problem	18
Recommender Systems in Cybersecurity	18
SEHP: stacking-based ensemble learning on novel features for review helpfulness prediction	17
Manifold clustering optimized by adaptive aggregation strategy	17
A proposed real-time decision support platform for Moroccan fixed mining production systems	17
CTVAE: Contrastive Tabular Variational Autoencoder for imbalance data	17
Spectral clustering with scale fairness constraints	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
Hyperparameter elegance: fine-tuning text analysis with enhanced genetic algorithm hyperparameter landscape	16
Protecting the privacy of social network data using graph correction	15
A generic framework for mining sequences with various interestingness measures in dynamic attributed graphs	15
Twain-GCN: twain-syntax graph convolutional networks for aspect-based sentiment analysis	15
Multiple feature-anisotropic regularization for out-of-domain intent detection	15
Drug-CoV: a drug-origin knowledge graph discovering drug repurposing targeting COVID-19	15
Clusterability test for categorical data	15
DyLPA: a dynamic label propagation algorithm for detecting evolving communities	15
A study into patient similarity through representation learning from medical records	14

Label-consistent kernel transform learning-based sparse hashing for cross-modal retrieval	14
Enhanced bipolar disorder assessment using novel similarity measures for possibility fuzzy bipolar soft information	14
Physics-guided machine learning from simulated data with different physical parameters	14
Collab-RS: semantic recommendation of external collaborators for projects in software ecosystems	14
Deep learning-empowered intrusion detection framework for the Internet of Medical Things environment	14
Conversational question answering: a survey	14
A new way of search query like knowledge graph and its interpretability	14
Temporal hypergraph motifs	13
Enhanced autoencoder-based fraud detection: a novel approach with noise factor encoding and SMOTE	13
Mining temporal attack patterns from cyberthreat intelligence reports	13
How do I update my model? On the resilience of Predictive Process Monitoring models to change	13
A healthy and reliable rating profile expansion approach to address data sparsity in food recommendation systems	13
Multi-modal sarcasm detection using ensemble net model	12
Fusing graph structural information with pre-trained generative model for knowledge graph-to-text generation	12
A hybrid clustering approach for link prediction in heterogeneous information networks	12
Dynamic resource orchestration in edge computing environments using multi-agent reinforcement learning	12
Text-based paper-level classification procedure for non-traditional sciences using a machine learning approach	12
Efficient parameter learning for Bayesian Network classifiers following the Apache Spark Dataframes paradigm	12
Postimpact similarity: a similarity measure for effective grouping of unlabelled text using spectral clustering	11
Robust-GBDT: leveraging robust loss for noisy and imbalanced classification with GBDT	11
Imbalance factor: a simple new scale for measuring inter-class imbalance extent in classification problems	11
Trends and challenges in sentiment summarization: a systematic review of aspect extraction techniques	11
Tailoring and evaluating the Wikipedia for in-domain comparable corpora extraction	11
Leveraging BERT for extractive text summarization on federal police documents	11
A hybrid ontology-based feature selection framework for enhancing predictive accuracy in regression models	11
Efficient stable community search in temporal signed graphs	10
Logical design of multi-model data warehouses	10
CKRHE: a hierarchical embedding method for large-scale complex knowledge graphs	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
Bold driver and static restart fused adaptive momentum for visual question answering	10
Theoretical backgrounds of Boolean reasoning-based binary n-clustering	10
Generalized few-shot node classification: toward an uncertainty-based solution	10
Caption matters: a new perspective for knowledge-based visual question answering	10
Unlocking wisdom: enhancing biomedical question answering with domain knowledge	10
Who dominates generative AI? Analyzing user feedback to identify common use cases and areas for improvement in ChatGPT, Copilot and Gemini	10
Temporal word embedding with predictive capability	9
Improved score aggregation for authorship verification	9
An overview of aggregation methods for social networks analysis	9
BPF: a novel cluster boundary points detection method for static and streaming data	9
Exploring aspect-based sentiment analysis: an in-depth review of current methods and prospects for advancement	9
Enhancing cybersecurity using optimized anti-interference dynamic integral neural network-based intrusion detection system	9
One-to-many two-sided matching decision of logistics O2O platform considering the intermediary benefit	9
Light spectral-based graph convolutional networks: optimizing ranking and longtail awareness for e-commerce recommendation systems	9
Sarcasm detection using optimized bi-directional long short-term memory	9
Dual neighborhood thresholding patterns based on directional sampling	9
Automated database design for document stores with multicriteria optimization	9
SimGCL: graph contrastive learning by finding homophily in heterophily	9
Forecasting financial market structure from network features using machine learning	9
User preferences learning with temporal point process and attention model for next POI recommendation	9
The phantom steering effect in Q&A websites	9
A new multiattribute decision making method based on interval-valued intuitionistic fuzzy values	9
STORM-GAN+: spatio-temporal meta-GAN for cross-city estimation of heterogeneous human mobility responses to COVID-19	9
Emerging AI threats in cybercrime: a review of zero-day attacks via machine, deep, and federated learning	9
XLR-KGDD: leveraging LLM and RAG for knowledge graph-based explainable disease diagnosis using multimodal clinical information	9
Uncertainty-bounded reinforcement learning for revenue optimization in air cargo: a prescriptive learning approach	9
GSBC-SNet: a novel graph-aware bidirectional contrastive semantic network for multilabel text classification	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
Adaptive curvature exploration geometric graph neural network	8
Enhancing link prediction through node embedding and ensemble learning	8
Identifying significant textual features in titles of Google play store applications and their influence on user review rating	8
Complex Attributed Network Embedding for medical complication prediction	8
Information extraction pipelines for knowledge graphs	8
Elastic similarity and distance measures for multivariate time series	8
Situational Data Integration in Question Answering systems: a survey over two decades	8
Tuning parameters of Apache Spark with Gauss–Pareto-based multi-objective optimization	8
CRAS: cross-domain recommendation via aspect-level sentiment extraction	8
S-RAP: relevance-aware QoS prediction in web-services and user contexts	8
GWNN-HF: beyond assortativity in graph wavelet neural network	8
Graph attention-based collaborative filtering for user-specific recommender system using knowledge graph and deep neural networks	8
Contrastive prototype source-free adaptation boosted by inherent data structure	8
Feature importance measure of a multilayer perceptron based on the presingle-connection layer	8
Gated information bottleneck for generalization in sequential environments	8
BiMuF: a bi-directional recommender system with multi-semantic filter for online recruitment	8
E-learning app selection multi-criteria group decision-making problem using Einstein operator in linguistic trapezoidal neutrosophic environment	8
Latent side-information dynamic augmentation for incremental recommendation	8
Explaining deep multi-class time series classifiers	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
Biological big-data sources, problems of storage, computational issues, and applications: a comprehensive review	8

Owner name entity recognition in websites based on heterogeneous and dynamic graph transformer	8
Topic-dependent relation prediction in argument mining: ternary classification	7
GoSum: extractive summarization of long documents by reinforcement learning and graph-organized discourse state	7
Comparative analysis of sentence similarity detection using machine and deep learning with vectorization techniques	7
A systematic literature review on sentiment analysis techniques, challenges, and future trends	7
Constraining acyclicity of differentiable Bayesian structure learning with topological ordering	7
Online and Customizable Fairness-aware Learning	7
GANCDE: Neural networks based on graphs and attention neural control differential equations for human activity recognition	7
Efficient word segmentation for enhancing Chinese spelling check in pre-trained language model	7
Hybrid online–offline learning to rank using simulated annealing strategy based on dependent click model	7
Dimensionality selection for hyperbolic embeddings using decomposed normalized maximum likelihood code-length	7
Analysis and price prediction of cryptocurrencies for historical and live data using ensemble-based neural networks	7
Cooperative coati optimization algorithm with transfer functions for feature selection and knapsack problems	7
Feature selection using game Shapley improved grey wolf optimizer for optimizing cancer classification	7
Adaptive hierarchical knowledge distillation from GNNs to MLPs	7
Implicit graph neural network for deep graph transformation	7
Text augmentation method with adjustable manipulation intensity based on in-context learning	7
GDDRec: graph neural diffusion model for diversified recommendation	7
Dynamic token pruning for LLMs: leveraging task-specific attention and adaptive thresholds	7
Iterative sliding window aggregation for generating length-scale-specific fractal features	7
Correction: Estimating time series averages from latent space of multi-tasking neural networks	7
A priority-based blockchain transaction packaging algorithm in a cloud-edge-end collaboration computing environment	7
Enumerating all multi-constrained s-t paths on temporal graph	7
Topic modeling and intuitionistic fuzzy set-based approach for efficient software bug triaging	7
Partial-order-based process mining: a survey and outlook	7
Diversity-enhanced conversational recommendation via multi-agent reinforcement learning	7
LightCapsGNN: light capsule graph neural network for graph classification	7
Minimum spanning tree clustering approach for effective feature partitioning in multi-view ensemble learning	7
Distributional constraint discovery for intelligent auditing	7
Instruction-tuned generative AI for disability access: a comparative evaluation using cosine similarity	7
Scalable force-directed graph representation learning and visualization	7
Fairness in graph-based semi-supervised learning	7
Latent mutual feature extraction for cross-domain recommendation	7
ProAID: path-based reasoning for self-attentional disease prediction	6
Revolutionising anomaly detection: a hybrid framework for anomaly detection integrating isolation forest, autoencoder, and Conv. LSTM	6
Class incremental named entity recognition without forgetting	6
A newly developed multi-strategy optimization algorithm framework based on the adaptive switching approach coupled with grey wolf optimizer	6
Joint entropy minimization-based statistical dependency for deep multi-view clustering	6
Estimating time series averages from latent space of multi-tasking neural networks	6
Context mining and graph queries on giant biomedical knowledge graphs	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
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
Modeling and predicting students’ engagement behaviors using mixture Markov models	6
Visionary: a framework for analysis and visualization of provenance data	6
Securing the collective intelligence: a comprehensive review of federated learning security attacks and defensive strategies	6
ARP spoofing detection using machine learning classifiers: an experimental study	6
Self-supervised role learning for graph neural networks	6
Enhancing the performance of deep learning models with fuzzy c-means clustering	6
Matching news articles and wikipedia tables for news augmentation	6
SecPPAccess: secured privacy protection access control on big data in cloud computing paradigm	6
Grier: graph repairing based on iterative embedding and rules	6
Information extraction from electronic medical documents: state of the art and future research directions	6
A hidden challenge of link prediction: which pairs to check?	6
Provably accurate and scalable linear classifiers in hyperbolic spaces	6
Hybrid deep learning and similarity measures for requirements-driven composition of semantic web services	6
Mining technology trends in scientific publications: a graph propagated neural topic modeling approach	6
Multimodal aspect-based sentiment analysis based on a dual syntactic graph network and joint contrastive learning	6
Text classification using embeddings: a survey	6
Advanced ambient air quality prediction through weighted feature selection and improved reptile search ensemble learning	6
Logical assessment formula and its principles for evaluations with inaccurate ground-truth labels	6
CG-FHAUI: an efficient algorithm for simultaneously mining succinct pattern sets of frequent high average utility itemsets	5
Big data analytics enabled deep convolutional neural network for the diagnosis of cancer	5
SkSpO-L2TDBM: optimized drug name recognition using a large language-based time-distributed deep learning model	5
Enhancing large language models: alleviating knowledge deficiency with external knowledge and semantically aware reasoning (SAR)	5
A Bayesian hierarchical model for orthogonal Tucker decomposition with oblivious tensor compression	5
AI-driven road traffic management: a comprehensive review of outlier detection techniques and challenges	5
Heterogeneous graph neural network with semantic-aware differential privacy guarantees	5
Learned index for non-key queries	5
GA-based QOS-aware workflow scheduling of deadline tasks in grid computing	5
Stable and semi-stable sampling approaches for continuously used samples	5
TAMTE: topic-attentive multimodal transformer encoder for hashtag recommendation	5
Simple knowledge graph completion model based on PU learning and prompt learning	5
Imbalance class problem : an analytical mapping using spreadsheet, VOSviewer, and large language models	5
Fake review detection techniques, issues, and future research directions: a literature review	5
A new privacy-preserving approach for publishing periodical reporting systems data	5
Efficient parallel algorithm for finding strongly connected components based on granulation strategy	5
Entropic principal component analysis using Cauchy–Schwarz divergence	5
LLM examiner: automating assessment in informal self-directed e-learning using ChatGPT	5
SEGODE: a structure-enhanced graph neural ordinary differential equation network model for temporal link prediction	5
Reasoning subevent relation over heterogeneous event graph	5
FishRNFuseNET: development of heuristic-derived recurrent neural network with feature fusion strategy for fish species classification	5
A new fuzzy time series forecasting model based on clustering technique and normal fuzzy function	5
Quantum computing and quantum-inspired techniques for feature subset selection: a review	5
Enhancing link prediction in dynamic social networks through hybrid GCN-LSTM models	5
Recurrent-optimized user association representation for multi-target cross-domain sequential recommendation	5
GC-PTransE: multi-step attack inference method based on graph convolutional neural network and translation embedding	5
Using topic-noise models to generate domain-specific topics across data sources	5
Behavioral insights of adaptive splitting decision trees in evolving data stream classification	5
A new hybrid reasoning model based on rules, cases and processes: application to care of individuals facing autism spectrum disorders	5
Vector knowledge transfer-driven representation learning for heterogeneous hypernetworks	5
Factors influencing open science participation through research data sharing and reuse among researchers: a systematic literature review	5
Autonomous graph mining algorithm search with best performance trade-off	5
Predicting learning performance using NLP: an exploratory study using two semantic textual similarity methods	5