Knowledge and Information Systems

Article	Citations
MG2Vec+: A multi-headed graph attention network for multigraph embedding	338
An online ensemble classification algorithm for multi-class imbalanced data stream	311
Understanding stance classification of BERT models: an attention-based framework	275
NeuCrowd: neural sampling network for representation learning with crowdsourced labels	139
Truth validation with evidence	108
DQN-PACG: load regulation method based on DQN and multivariate prediction model	104
Fast data-free model compression via dictionary-pair reconstruction	96
Partially ordered stochastic conformance checking	89
Exploring interest community-based and interesage-powered recommendation scenarios	85
Adapter-based fine-tuning of pre-trained multilingual language models for code-mixed and code-switched text classification	77
An efficient joint framework for interacting knowledge graph and item recommendation	72
An efficient rumor detection model based on deep learning and flower pollination algorithm	62
ASRec: adaptive sequential recommendation with dynamic and periodic preferences capturing	57
A robust adaptive linear regression method for severe noise	55
Feature-blind fairness in collaborative filtering recommender systems	55
Graph theory-based mathematical modeling and analysis to predict a football dream team	53
Meta-heuristic endured deep learning model for big data classification: image analytics	51
Similarity enhancement of heterogeneous networks by weighted incorporation of information	51
AdaCC: cumulative cost-sensitive boosting for imbalanced classification	47
A synthetic over-sampling method with minority and majority classes for imbalance problems	44
A novel image denoising algorithm combining attention mechanism and residual UNet network	41
Read to grow: exploring metadata of books to make intriguing book recommendations for teenage readers	41
RDPNet: a multi-stage summary generation network for long chat dialogues	39
Prompting visual dialog with implicit logical knowledge	38
Improving density peak clustering on multi-dimensional time series: rediscover and subdivide	37

CHEKG: a collaborative and hybrid methodology for engineering modular and fair domain-specific knowledge graphs	35
REDAffectiveLM: leveraging affect enriched embedding and transformer-based neural language model for readers’ emotion detection	34
Cross-modal associated learning with spatial–temporal attention for hot topic detection	33
Unveiling intrusions: explainable SVM approaches for addressing encrypted Wi-Fi traffic in UAV networks	32
KNetwork: advancing cross-lingual sentiment analysis for enhanced decision-making in linguistically diverse environments	32
JMFEEL-Net: a joint multi-scale feature enhancement and lightweight transformer network for crowd counting	32
Mining dynamic preferences from geographical and interactive correlations for next POI recommendation	30
Entity integrity management under data volume, variety and veracity	28
GMMDA: Gaussian mixture modeling of graph in latent space for graph data augmentation	28
An evidence-based approach for open-domain question answering	28
Correction: Local soft rough approximations and their applications to conflict analysis problems	27
An efficient deep learning framework for occlusion face prediction system	27
Maximal $$\Delta $$-biclique enumeration in temporal bipartite graphs	27
Efficient apache spark-based approach for a probabilistic entity resolution	26
A hierarchical attention neural network with multi-view fusion for online course recommendation	26
Feature refinement for cross-domain aspect-based sentiment analysis: a contrastive learning and domain alignment perspective	26
Group decision-making with interval multiplicative preference relations	26
Task-oriented and attractor regularized multi-task learning for environmental spatial–temporal time series prediction	26
Navigating beyond backpropagation: on alternative training methods for deep neural networks	26
Scholarly recommendation systems: a literature survey	25
A transformer-based deep reinforcement learning for the Dial-a-Ride problem	25
Data augmentation with automated machine learning: approaches and performance comparison with classical data augmentation methods	25
Interactive reinforced feature selection with traverse strategy	25
A template-based approach for question answering over knowledge bases	24
Unifying Faceted Search and Analytics over RDF Knowledge Graphs	24
Data management in digital twins: a systematic literature review	24
Artificial intelligence and machine learning in cybersecurity: a deep dive into state-of-the-art techniques and future paradigms	23
Fast spatial autocorrelation	22
Improved optimization parameters prediction using the modified mega trend diffusion function for a small dataset problem	22
Perceptive dual-graph semantic integration network for aspect sentiment triplet extraction	22
FZeroTC: fully zero-shot text classification for simultaneously discovering and labeling unseen classes	22
A generic framework for mining sequences with various interestingness measures in dynamic attributed graphs	22
A proposed real-time decision support platform for Moroccan fixed mining production systems	22
Improving out-of-distribution detection by enforcing confidence margin	22
Multiple feature-anisotropic regularization for out-of-domain intent detection	22
Enhancing multimedia document modeling through extended orbit-based rhetorical structure: an approach to media weighting for importance determination	21
Manifold clustering optimized by adaptive aggregation strategy	20
Protecting the privacy of social network data using graph correction	20
Clusterability test for categorical data	19
A systematic review on federated learning system: a new paradigm to machine learning	19
A study into patient similarity through representation learning from medical records	19
Label-consistent kernel transform learning-based sparse hashing for cross-modal retrieval	19
Recommender Systems in Cybersecurity	19
Twain-GCN: twain-syntax graph convolutional networks for aspect-based sentiment analysis	18
SEHP: stacking-based ensemble learning on novel features for review helpfulness prediction	18
DyLPA: a dynamic label propagation algorithm for detecting evolving communities	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
Semantic similarity-aware feature selection and redundancy removal for text classification using joint mutual information	17
Hyperparameter elegance: fine-tuning text analysis with enhanced genetic algorithm hyperparameter landscape	17

CTVAE: Contrastive Tabular Variational Autoencoder for imbalance data	17
Drug-CoV: a drug-origin knowledge graph discovering drug repurposing targeting COVID-19	16
Physics-guided machine learning from simulated data with different physical parameters	16
Deep learning-empowered intrusion detection framework for the Internet of Medical Things environment	16
Conversational question answering: a survey	16
Multi-modal sarcasm detection using ensemble net model	15
A new way of search query like knowledge graph and its interpretability	15
C22MP: the marriage of catch22 and the matrix profile creates a fast, efficient and interpretable anomaly detector	15
Collab-RS: semantic recommendation of external collaborators for projects in software ecosystems	15
A healthy and reliable rating profile expansion approach to address data sparsity in food recommendation systems	15
Text-based paper-level classification procedure for non-traditional sciences using a machine learning approach	15
Unlocking wisdom: enhancing biomedical question answering with domain knowledge	14
Efficient stable community search in temporal signed graphs	14
Trends and challenges in sentiment summarization: a systematic review of aspect extraction techniques	14
Tailoring and evaluating the Wikipedia for in-domain comparable corpora extraction	14
A hybrid clustering approach for link prediction in heterogeneous information networks	14
Efficient parameter learning for Bayesian Network classifiers following the Apache Spark Dataframes paradigm	13
Bold driver and static restart fused adaptive momentum for visual question answering	13
Logical design of multi-model data warehouses	13
Fusing graph structural information with pre-trained generative model for knowledge graph-to-text generation	13
Postimpact similarity: a similarity measure for effective grouping of unlabelled text using spectral clustering	13
Caption matters: a new perspective for knowledge-based visual question answering	13
CKRHE: a hierarchical embedding method for large-scale complex knowledge graphs	13
Leveraging BERT for extractive text summarization on federal police documents	13
Mining temporal attack patterns from cyberthreat intelligence reports	13
A hybrid ontology-based feature selection framework for enhancing predictive accuracy in regression models	12
Theoretical backgrounds of Boolean reasoning-based binary n-clustering	12
Dynamic resource orchestration in edge computing environments using multi-agent reinforcement learning	12
Who dominates generative AI? Analyzing user feedback to identify common use cases and areas for improvement in ChatGPT, Copilot and Gemini	12
Integrated deep learning and blockchain-based framework for cloud manufacturing with improved customer satisfaction	12
Robust-GBDT: leveraging robust loss for noisy and imbalanced classification with GBDT	12
Temporal hypergraph motifs	12
Enhanced bipolar disorder assessment using novel similarity measures for possibility fuzzy bipolar soft information	12
Generalized few-shot node classification: toward an uncertainty-based solution	12
Imbalance factor: a simple new scale for measuring inter-class imbalance extent in classification problems	12
AETC: an automated pest detection and classification model using optimal integration of Yolo + SSD and adaptive ensemble transfer CNN with IoT-assisted pest images	11
A new multiattribute decision making method based on interval-valued intuitionistic fuzzy values	11
Dual neighborhood thresholding patterns based on directional sampling	11
Temporal word embedding with predictive capability	11
XLR-KGDD: leveraging LLM and RAG for knowledge graph-based explainable disease diagnosis using multimodal clinical information	11
Uncertainty-bounded reinforcement learning for revenue optimization in air cargo: a prescriptive learning approach	11
Enhanced autoencoder-based fraud detection: a novel approach with noise factor encoding and SMOTE	11
Improved score aggregation for authorship verification	11
Automated database design for document stores with multicriteria optimization	11
The phantom steering effect in Q&A websites	11
A mathematical model of the hidden feedback loop effect in machine learning systems	11
How do I update my model? On the resilience of Predictive Process Monitoring models to change	11
Sarcasm detection using optimized bi-directional long short-term memory	11
Automated contrastive optimization of class-based feature distribution for noncontinuous dataset	11
Complex Attributed Network Embedding for medical complication prediction	10
BPF: a novel cluster boundary points detection method for static and streaming data	10
STORM-GAN+: spatio-temporal meta-GAN for cross-city estimation of heterogeneous human mobility responses to COVID-19	10
One-to-many two-sided matching decision of logistics O2O platform considering the intermediary benefit	10
Ontology-based text convolution neural network (TextCNN) for prediction of construction accidents	10
Exploring aspect-based sentiment analysis: an in-depth review of current methods and prospects for advancement	10
Graph attention-based collaborative filtering for user-specific recommender system using knowledge graph and deep neural networks	10
SimGCL: graph contrastive learning by finding homophily in heterophily	10
Light spectral-based graph convolutional networks: optimizing ranking and longtail awareness for e-commerce recommendation systems	10
Enhancing cybersecurity using optimized anti-interference dynamic integral neural network-based intrusion detection system	10
An overview of aggregation methods for social networks analysis	10
Contrastive prototype source-free adaptation boosted by inherent data structure	10
Tuning parameters of Apache Spark with Gauss–Pareto-based multi-objective optimization	10
Enhanced software defect prediction using edge feature and self-attention GAN with pelican optimization	10
Identifying significant textual features in titles of Google play store applications and their influence on user review rating	10
Emerging AI threats in cybercrime: a review of zero-day attacks via machine, deep, and federated learning	10
User preferences learning with temporal point process and attention model for next POI recommendation	10
GSBC-SNet: a novel graph-aware bidirectional contrastive semantic network for multilabel text classification	10
Forecasting financial market structure from network features using machine learning	10
Latent side-information dynamic augmentation for incremental recommendation	10
A survey on extraction of causal relations from natural language text	10
Information extraction pipelines for knowledge graphs	10
Explaining deep multi-class time series classifiers	9
E-learning app selection multi-criteria group decision-making problem using Einstein operator in linguistic trapezoidal neutrosophic environment	9
CRAS: cross-domain recommendation via aspect-level sentiment extraction	9
Topic-dependent relation prediction in argument mining: ternary classification	9
Efficient spatiotemporal index for geostreaming data on road networks based on graph hierarchical partition	9
BiMuF: a bi-directional recommender system with multi-semantic filter for online recruitment	9
Instruction-tuned generative AI for disability access: a comparative evaluation using cosine similarity	9
Gated information bottleneck for generalization in sequential environments	9
A priority-based blockchain transaction packaging algorithm in a cloud-edge-end collaboration computing environment	9

GWNN-HF: beyond assortativity in graph wavelet neural network	9
Adaptive curvature exploration geometric graph neural network	9
S-RAP: relevance-aware QoS prediction in web-services and user contexts	9
Enhancing link prediction through node embedding and ensemble learning	9
Enumerating all multi-constrained s-t paths on temporal graph	9
Situational Data Integration in Question Answering systems: a survey over two decades	9
Owner name entity recognition in websites based on heterogeneous and dynamic graph transformer	9
Feature importance measure of a multilayer perceptron based on the presingle-connection layer	9
Analysis and price prediction of cryptocurrencies for historical and live data using ensemble-based neural networks	9
A survey on ensemble classification methods from the dual perspectives of sampling and learning	9
Iterative sliding window aggregation for generating length-scale-specific fractal features	8
Text augmentation method with adjustable manipulation intensity based on in-context learning	8
Hybrid online–offline learning to rank using simulated annealing strategy based on dependent click model	8
LightCapsGNN: light capsule graph neural network for graph classification	8
Efficient word segmentation for enhancing Chinese spelling check in pre-trained language model	8
Adaptive hierarchical knowledge distillation from GNNs to MLPs	8
Implicit graph neural network for deep graph transformation	8
Biological big-data sources, problems of storage, computational issues, and applications: a comprehensive review	8
GDDRec: graph neural diffusion model for diversified recommendation	8
Online and Customizable Fairness-aware Learning	8
ETM-F: an enriched topic modeling and filtration framework integrating ontologies and deep learning for biomedical trend analysis	8
Correction: Estimating time series averages from latent space of multi-tasking neural networks	8
Diversity-enhanced conversational recommendation via multi-agent reinforcement learning	8
Accurate data imputation in healthcare with optimized class thresholds using enhanced firefly algorithm	8
Extended ELECTRE method for multi-criteria group decision-making with spherical cubic fuzzy sets	8
Comparative analysis of sentence similarity detection using machine and deep learning with vectorization techniques	8
GANCDE: Neural networks based on graphs and attention neural control differential equations for human activity recognition	8
Dimensionality selection for hyperbolic embeddings using decomposed normalized maximum likelihood code-length	8
Elastic similarity and distance measures for multivariate time series	8
Dynamic token pruning for LLMs: leveraging task-specific attention and adaptive thresholds	8
Latent mutual feature extraction for cross-domain recommendation	8
Topic modeling and intuitionistic fuzzy set-based approach for efficient software bug triaging	8
Information extraction from electronic medical documents: state of the art and future research directions	8
Constraining acyclicity of differentiable Bayesian structure learning with topological ordering	8
Feature selection using game Shapley improved grey wolf optimizer for optimizing cancer classification	8
Distributional constraint discovery for intelligent auditing	8
Minimum spanning tree clustering approach for effective feature partitioning in multi-view ensemble learning	8
GoSum: extractive summarization of long documents by reinforcement learning and graph-organized discourse state	8
Scalable force-directed graph representation learning and visualization	8
Fairness in graph-based semi-supervised learning	8
Retroductive reasoning: a data-driven intelligent method for knowledge discovery using cognitive IoT	8
Delving deep: DDoS attack resilience through deep learning approaches	8
Partial-order-based process mining: a survey and outlook	8
Cooperative coati optimization algorithm with transfer functions for feature selection and knapsack problems	8
The significance of Kappa and F-score in clustering ensemble: a comprehensive analysis	7
Context mining and graph queries on giant biomedical knowledge graphs	7
Visionary: a framework for analysis and visualization of provenance data	7
A systematic literature review on sentiment analysis techniques, challenges, and future trends	7
Diff-PIE: an engineering investment estimation model based on transfer learning and risk-aware modeling for EPC projects	7
Modeling and predicting students’ engagement behaviors using mixture Markov models	7
A survey on review summarization and sentiment classification	7
Domain feature transfer-based multi-domain fake news detection	7
Autonomous graph mining algorithm search with best performance trade-off	7
Enhancing the performance of deep learning models with fuzzy c-means clustering	7
Enhancing molecular property prediction by fusing graph and sequence encoder representations	7
Logical assessment formula and its principles for evaluations with inaccurate ground-truth labels	7
Joint entropy minimization-based statistical dependency for deep multi-view clustering	7
Advanced ambient air quality prediction through weighted feature selection and improved reptile search ensemble learning	7
SecPPAccess: secured privacy protection access control on big data in cloud computing paradigm	7
Grier: graph repairing based on iterative embedding and rules	7
Matching news articles and wikipedia tables for news augmentation	7
Scalable multi-view subspace clustering with kernel alignment	7
A novel contrastive multi-view framework for heterogeneous graph embedding	7
Exploring the potential of deep regression model for next-location prediction	7
Combining self-supervision and privileged information for representation learning from tabular data	7
Mining technology trends in scientific publications: a graph propagated neural topic modeling approach	7
ARP spoofing detection using machine learning classifiers: an experimental study	7
Self-supervised role learning for graph neural networks	7
Reasoning subevent relation over heterogeneous event graph	7
Revolutionising anomaly detection: a hybrid framework for anomaly detection integrating isolation forest, autoencoder, and Conv. LSTM	7
Provably accurate and scalable linear classifiers in hyperbolic spaces	7
Multimodal aspect-based sentiment analysis based on a dual syntactic graph network and joint contrastive learning	7
Class incremental named entity recognition without forgetting	7
A hidden challenge of link prediction: which pairs to check?	7
An action–reaction influence model relying on OSN user-generated content	7
Sequential uncertainty quantification with contextual tensors for social targeting	7
TAMTE: topic-attentive multimodal transformer encoder for hashtag recommendation	7
FishRNFuseNET: development of heuristic-derived recurrent neural network with feature fusion strategy for fish species classification	7
Hybrid deep learning and similarity measures for requirements-driven composition of semantic web services	7
Estimating time series averages from latent space of multi-tasking neural networks	7
Text classification using embeddings: a survey	7
An efficient node embedding approach via adaptive graph recurrent autoencoder with attention procedures	7
Enhancing link prediction in dynamic social networks through hybrid GCN-LSTM models	6
Heterogeneous graph neural network with semantic-aware differential privacy guarantees	6
Imbalance class problem : an analytical mapping using spreadsheet, VOSviewer, and large language models	6
Recurrent-optimized user association representation for multi-target cross-domain sequential recommendation	6
A new privacy-preserving approach for publishing periodical reporting systems data	6
Fake review detection techniques, issues, and future research directions: a literature review	6
SEGODE: a structure-enhanced graph neural ordinary differential equation network model for temporal link prediction	6
Behavioral insights of adaptive splitting decision trees in evolving data stream classification	6
LINDAS: a learned approach to index algorithm selection	6
AI-driven road traffic management: a comprehensive review of outlier detection techniques and challenges	6
Learning to rank under uncertainty: a robust neural approach	6
Entropic principal component analysis using Cauchy–Schwarz divergence	6
Simple knowledge graph completion model based on PU learning and prompt learning	6