Knowledge and Information Systems

Article	Citations
MG2Vec+: A multi-headed graph attention network for multigraph embedding	285
Feature-blind fairness in collaborative filtering recommender systems	266
An efficient rumor detection model based on deep learning and flower pollination algorithm	228
An online ensemble classification algorithm for multi-class imbalanced data stream	191
Partially ordered stochastic conformance checking	97
Understanding stance classification of BERT models: an attention-based framework	93
NeuCrowd: neural sampling network for representation learning with crowdsourced labels	79
Truth validation with evidence	77
A synthetic over-sampling method with minority and majority classes for imbalance problems	76
Graph theory-based mathematical modeling and analysis to predict a football dream team	72
DQN-PACG: load regulation method based on DQN and multivariate prediction model	66
Similarity enhancement of heterogeneous networks by weighted incorporation of information	65
AdaCC: cumulative cost-sensitive boosting for imbalanced classification	56
Adapter-based fine-tuning of pre-trained multilingual language models for code-mixed and code-switched text classification	47
Exploring interest community-based and interesage-powered recommendation scenarios	43
Meta-heuristic endured deep learning model for big data classification: image analytics	40
Fast data-free model compression via dictionary-pair reconstruction	38
A novel image denoising algorithm combining attention mechanism and residual UNet network	38
A robust adaptive linear regression method for severe noise	35
An efficient joint framework for interacting knowledge graph and item recommendation	35
Interactive reinforced feature selection with traverse strategy	31
Neural networks for model-free and scale-free automated planning	31
Unifying Faceted Search and Analytics over RDF Knowledge Graphs	31
RDPNet: a multi-stage summary generation network for long chat dialogues	31
Entity integrity management under data volume, variety and veracity	30

An evidence-based approach for open-domain question answering	29
GMMDA: Gaussian mixture modeling of graph in latent space for graph data augmentation	29
Feature refinement for cross-domain aspect-based sentiment analysis: a contrastive learning and domain alignment perspective	29
Data management in digital twins: a systematic literature review	27
Artificial intelligence and machine learning in cybersecurity: a deep dive into state-of-the-art techniques and future paradigms	27
JMFEEL-Net: a joint multi-scale feature enhancement and lightweight transformer network for crowd counting	27
Unveiling intrusions: explainable SVM approaches for addressing encrypted Wi-Fi traffic in UAV networks	26
Correction: Local soft rough approximations and their applications to conflict analysis problems	26
Read to grow: exploring metadata of books to make intriguing book recommendations for teenage readers	25
A transformer-based deep reinforcement learning for the Dial-a-Ride problem	24
Mining dynamic preferences from geographical and interactive correlations for next POI recommendation	24
Navigating beyond backpropagation: on alternative training methods for deep neural networks	24
REDAffectiveLM: leveraging affect enriched embedding and transformer-based neural language model for readers’ emotion detection	23
A hierarchical attention neural network with multi-view fusion for online course recommendation	22
Cross-modal associated learning with spatial–temporal attention for hot topic detection	22
Prompting visual dialog with implicit logical knowledge	21
A template-based approach for question answering over knowledge bases	21
Task-oriented and attractor regularized multi-task learning for environmental spatial–temporal time series prediction	20
CHEKG: a collaborative and hybrid methodology for engineering modular and fair domain-specific knowledge graphs	20
Improving density peak clustering on multi-dimensional time series: rediscover and subdivide	19
Group decision-making with interval multiplicative preference relations	19
SEHP: stacking-based ensemble learning on novel features for review helpfulness prediction	19
KNetwork: advancing cross-lingual sentiment analysis for enhanced decision-making in linguistically diverse environments	19
Scholarly recommendation systems: a literature survey	19
An efficient deep learning framework for occlusion face prediction system	19
Data augmentation with automated machine learning: approaches and performance comparison with classical data augmentation methods	19
A generic framework for mining sequences with various interestingness measures in dynamic attributed graphs	18
HAR-sEMG: A Dataset for Human Activity Recognition on Lower-Limb sEMG	18
Perceptive dual-graph semantic integration network for aspect sentiment triplet extraction	18
Twain-GCN: twain-syntax graph convolutional networks for aspect-based sentiment analysis	17
Clusterability test for categorical data	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
Recommender Systems in Cybersecurity	17
Label-consistent kernel transform learning-based sparse hashing for cross-modal retrieval	17
Improved optimization parameters prediction using the modified mega trend diffusion function for a small dataset problem	17
Spectral clustering with scale fairness constraints	16
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	15
A proposed real-time decision support platform for Moroccan fixed mining production systems	15
Semantic similarity-aware feature selection and redundancy removal for text classification using joint mutual information	15
CTVAE: Contrastive Tabular Variational Autoencoder for imbalance data	14
Hyperparameter elegance: fine-tuning text analysis with enhanced genetic algorithm hyperparameter landscape	14
FZeroTC: fully zero-shot text classification for simultaneously discovering and labeling unseen classes	14
Multiple feature-anisotropic regularization for out-of-domain intent detection	14
Improving out-of-distribution detection by enforcing confidence margin	14
Protecting the privacy of social network data using graph correction	14
Drug-CoV: a drug-origin knowledge graph discovering drug repurposing targeting COVID-19	13
A systematic review on federated learning system: a new paradigm to machine learning	13
Conversational question answering: a survey	13
Deep learning-empowered intrusion detection framework for the Internet of Medical Things environment	13

A study into patient similarity through representation learning from medical records	13
Collab-RS: semantic recommendation of external collaborators for projects in software ecosystems	13
A new way of search query like knowledge graph and its interpretability	13
Fast spatial autocorrelation	13
Physics-guided machine learning from simulated data with different physical parameters	13
DyLPA: a dynamic label propagation algorithm for detecting evolving communities	13
A hybrid clustering approach for link prediction in heterogeneous information networks	12
Multi-modal sarcasm detection using ensemble net model	12
Tailoring and evaluating the Wikipedia for in-domain comparable corpora extraction	11
Efficient parameter learning for Bayesian Network classifiers following the Apache Spark Dataframes paradigm	11
Imbalance factor: a simple new scale for measuring inter-class imbalance extent in classification problems	11
A hybrid ontology-based feature selection framework for enhancing predictive accuracy in regression models	11
Postimpact similarity: a similarity measure for effective grouping of unlabelled text using spectral clustering	11
Logical design of multi-model data warehouses	11
Trends and challenges in sentiment summarization: a systematic review of aspect extraction techniques	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
Text-based paper-level classification procedure for non-traditional sciences using a machine learning approach	11
How do I update my model? On the resilience of Predictive Process Monitoring models to change	11
Integrated deep learning and blockchain-based framework for cloud manufacturing with improved customer satisfaction	10
CKRHE: a hierarchical embedding method for large-scale complex knowledge graphs	10
Unlocking wisdom: enhancing biomedical question answering with domain knowledge	10
Generalized few-shot node classification: toward an uncertainty-based solution	10
Theoretical backgrounds of Boolean reasoning-based binary n-clustering	10
Bold driver and static restart fused adaptive momentum for visual question answering	10
Temporal hypergraph motifs	10
Efficient stable community search in temporal signed graphs	10
Leveraging BERT for extractive text summarization on federal police documents	10
A healthy and reliable rating profile expansion approach to address data sparsity in food recommendation systems	9
Caption matters: a new perspective for knowledge-based visual question answering	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
Fusing graph structural information with pre-trained generative model for knowledge graph-to-text generation	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
STORM-GAN+: spatio-temporal meta-GAN for cross-city estimation of heterogeneous human mobility responses to COVID-19	9
Mining temporal attack patterns from cyberthreat intelligence reports	9
An overview of aggregation methods for social networks analysis	9
Dual neighborhood thresholding patterns based on directional sampling	9
The phantom steering effect in Q&A websites	8
Ontology-based text convolution neural network (TextCNN) for prediction of construction accidents	8
Latent side-information dynamic augmentation for incremental recommendation	8
CRAS: cross-domain recommendation via aspect-level sentiment extraction	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
Forecasting financial market structure from network features using machine learning	8
Information extraction pipelines for knowledge graphs	8
Temporal word embedding with predictive capability	8
Complex Attributed Network Embedding for medical complication prediction	8
Enumerating all multi-constrained s-t paths on temporal graph	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
A new multiattribute decision making method based on interval-valued intuitionistic fuzzy values	8
BPF: a novel cluster boundary points detection method for static and streaming data	8
Exploring aspect-based sentiment analysis: an in-depth review of current methods and prospects for advancement	8
One-to-many two-sided matching decision of logistics O2O platform considering the intermediary benefit	8
A survey on extraction of causal relations from natural language text	8
Identifying significant textual features in titles of Google play store applications and their influence on user review rating	8
Explaining deep multi-class time series classifiers	8
User preferences learning with temporal point process and attention model for next POI recommendation	8
Graph attention-based collaborative filtering for user-specific recommender system using knowledge graph and deep neural networks	8
Sarcasm detection using optimized bi-directional long short-term memory	8
Uncertainty-bounded reinforcement learning for revenue optimization in air cargo: a prescriptive learning approach	8
SimGCL: graph contrastive learning by finding homophily in heterophily	8
OpenWGL: open-world graph learning for unseen class node classification	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
BiMuF: a bi-directional recommender system with multi-semantic filter for online recruitment	7
Distributional constraint discovery for intelligent auditing	7
GANCDE: Neural networks based on graphs and attention neural control differential equations for human activity recognition	7
Latent mutual feature extraction for cross-domain recommendation	7
Dimensionality selection for hyperbolic embeddings using decomposed normalized maximum likelihood code-length	7
Dynamic token pruning for LLMs: leveraging task-specific attention and adaptive thresholds	7
Feature importance measure of a multilayer perceptron based on the presingle-connection layer	7
Contrastive prototype source-free adaptation boosted by inherent data structure	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
Tuning parameters of Apache Spark with Gauss–Pareto-based multi-objective optimization	7
Iterative sliding window aggregation for generating length-scale-specific fractal features	7
Efficient word segmentation for enhancing Chinese spelling check in pre-trained language model	7

Elastic similarity and distance measures for multivariate time series	7
A priority-based blockchain transaction packaging algorithm in a cloud-edge-end collaboration computing environment	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
Word and graph attention networks for semi-supervised classification	7
Owner name entity recognition in websites based on heterogeneous and dynamic graph transformer	7
GoSum: extractive summarization of long documents by reinforcement learning and graph-organized discourse state	7
Scalable force-directed graph representation learning and visualization	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
Gated information bottleneck for generalization in sequential environments	7
Comparative analysis of sentence similarity detection using machine and deep learning with vectorization techniques	6
Diversity-enhanced conversational recommendation via multi-agent reinforcement learning	6
GDDRec: graph neural diffusion model for diversified recommendation	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
The significance of Kappa and F-score in clustering ensemble: a comprehensive analysis	6
LightCapsGNN: light capsule graph neural network for graph classification	6
Information extraction from electronic medical documents: state of the art and future research directions	6
Minimum spanning tree clustering approach for effective feature partitioning in multi-view ensemble learning	6
Correction: Estimating time series averages from latent space of multi-tasking neural networks	6
Text augmentation method with adjustable manipulation intensity based on in-context learning	6
Partial-order-based process mining: a survey and outlook	6
Matching news articles and wikipedia tables for news augmentation	6
Class incremental named entity recognition without forgetting	6
Cooperative coati optimization algorithm with transfer functions for feature selection and knapsack problems	6
A systematic literature review on sentiment analysis techniques, challenges, and future trends	6
Topic modeling and intuitionistic fuzzy set-based approach for efficient software bug triaging	6
Implicit graph neural network for deep graph transformation	6
Constraining acyclicity of differentiable Bayesian structure learning with topological ordering	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
Advanced ambient air quality prediction through weighted feature selection and improved reptile search ensemble learning	6
Grier: graph repairing based on iterative embedding and rules	6
Fairness in graph-based semi-supervised learning	6
ProAID: path-based reasoning for self-attentional disease prediction	6
TAMTE: topic-attentive multimodal transformer encoder for hashtag recommendation	5
Multimodal aspect-based sentiment analysis based on a dual syntactic graph network and joint contrastive learning	5
Self-supervised role learning for graph neural networks	5
Provably accurate and scalable linear classifiers in hyperbolic spaces	5
Visionary: a framework for analysis and visualization of provenance data	5
A hidden challenge of link prediction: which pairs to check?	5
Reasoning subevent relation over heterogeneous event graph	5
GA-based QOS-aware workflow scheduling of deadline tasks in grid computing	5
Sequential uncertainty quantification with contextual tensors for social targeting	5
A parameter-free text classification method based on dual compressors	5
FishRNFuseNET: development of heuristic-derived recurrent neural network with feature fusion strategy for fish species classification	5
An aviation accidents prediction method based on MTCNN and Bayesian optimization	5
ARP spoofing detection using machine learning classifiers: an experimental study	5
Taxonomy of deep learning-based intrusion detection system approaches in fog computing: a systematic review	5
Modeling and predicting students’ engagement behaviors using mixture Markov models	5
Mining technology trends in scientific publications: a graph propagated neural topic modeling approach	5
Enhancing the performance of deep learning models with fuzzy c-means clustering	5
DORIC: discovering topological relations based on spatial link composition	5
Autonomous graph mining algorithm search with best performance trade-off	5
Enhancing molecular property prediction by fusing graph and sequence encoder representations	5
A deep learning-based disease diagnosis with intrusion detection for a secured healthcare system	5
Cross-space topological contrastive learning for knowledge graph-aware issue recommendation	5
Combining self-supervision and privileged information for representation learning from tabular data	5
Property graph representation learning for node classification	5
Vector knowledge transfer-driven representation learning for heterogeneous hypernetworks	5
Hybrid deep learning and similarity measures for requirements-driven composition of semantic web services	5
Logical assessment formula and its principles for evaluations with inaccurate ground-truth labels	5
Text classification using embeddings: a survey	5
SecPPAccess: secured privacy protection access control on big data in cloud computing paradigm	5
Estimating time series averages from latent space of multi-tasking neural networks	5
Context mining and graph queries on giant biomedical knowledge graphs	5
A newly developed multi-strategy optimization algorithm framework based on the adaptive switching approach coupled with grey wolf optimizer	5
A novel contrastive multi-view framework for heterogeneous graph embedding	5
Domain feature transfer-based multi-domain fake news detection	5
An action–reaction influence model relying on OSN user-generated content	5
Probabilistic temporal semantic graph: a holistic framework for event detection in twitter	5
A residual utility-based concept for high-utility itemset mining	4
A novel hybrid DCNN–SVM method for 3D object classification	4
On augmenting database schemas by latent visual attributes	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
Cost-sensitive learning using logical analysis of data	4
A configurable mining approach for enhancing the business processes' performance	4
Argumentation-based multi-agent distributed reasoning in dynamic and open environments	4
Computer-aided diagnosis systems: a comparative study of classical machine learning versus deep learning-based approaches	4
Digital twin: securing IoT networks using integrated ECC with blockchain for healthcare ecosystem	4
Knowledge-based discovery of multi-level co-location patterns using ontology	4
Big data analytics enabled deep convolutional neural network for the diagnosis of cancer	4
HMNE: link prediction using hypergraph motifs and network embedding in social networks	4
Noise-aware celestial clustering for hot topic detection from microblog datasets with not well-separated topics	4
A framework for personalized recommendation with conditional generative adversarial networks	4
Markov enhanced graph attention network for spammer detection in online social network	4
Unleashing the power of untuned large language models in recommender systems: a thorough investigation of current approaches, challenges, and future research directions	4
Effective scheduling algorithm for load balancing in fog environment using CNN and MPSO	4
A turning point prediction method of stock price based on RVFL-GMDH and chaotic time series analysis	4
Distributed probabilistic top-k dominating queries over uncertain databases	4
Ultra-fast meta-parameter optimization for time series similarity measures with application to nearest neighbour classification	4
Atom search optimization: a systematic review of current variants and applications	4
A review on polyadic chatbots: trends, challenges, and future research directions	4