Knowledge and Information Systems

Article	Citations
Fast computation of distance-generalized cores using sampling	212
Latent mutual feature extraction for cross-domain recommendation	166
AMAdam: adaptive modifier of Adam method	134
An incremental clustering algorithm based on semantic concepts	62
Approximate posterior inference for Bayesian models: black-box expectation propagation	62
Enhanced multimodal recommendation systems through reviews integration	57
Feature selection using game Shapley improved grey wolf optimizer for optimizing cancer classification	48
PPDU: dynamic graph publication with local differential privacy	47
Improving inference via rich path information and logic rules for document-level relation extraction	47
A novel fuzzy twin support vector machine using mass-based dissimilarity measure	47
Fairness in graph-based semi-supervised learning	43
Aspect-based sentiment analysis with enhanced aspect-sensitive word embeddings	38
Bypassing combinatorial explosions in equivalence structure extraction	34
Smart COVIDNet: designing an IoT-based COVID-19 disease prediction framework using attentive and adaptive-derived ensemble deep learning	29
Distributional constraint discovery for intelligent auditing	27
Learning to hash: a comprehensive survey of deep learning-based hashing methods	27
SVM-based subspace optimization domain transfer method for unsupervised cross-domain time series classification	25
KRL_Match: knowledge graph objects matching for knowledge representation learning	24
Sharp characterization of optimal minibatch size for stochastic finite sum convex optimization	23
Understanding stance classification of BERT models: an attention-based framework	23
PGT: news recommendation coalescing personal and global temporal preferences	22
NeuCrowd: neural sampling network for representation learning with crowdsourced labels	21
RDF-Gen: generating RDF triples from big data sources	21
Aspect and orientation-based sentiment analysis of customer feedback using mathematical optimization models	20
Quality of interaction-based predictive model for support of online learning in pandemic situations	20

Scalable force-directed graph representation learning and visualization	19
Cutting to the chase with warm-start contextual bandits	19
Dimensionality selection for hyperbolic embeddings using decomposed normalized maximum likelihood code-length	18
Structure-aware attributed heterogeneous network embedding	18
An online ensemble classification algorithm for multi-class imbalanced data stream	17
Disease outbreak prediction using natural language processing: a review	17
Cooperative coati optimization algorithm with transfer functions for feature selection and knapsack problems	16
Random walk on node cliques for high-quality samples to estimate large graphs with high accuracies and low costs	16
An adaptive and late multifusion framework in contextual representation based on evidential deep learning and Dempster–Shafer theory	16
A multi-view mask contrastive learning graph convolutional neural network for age estimation	16
Minimum spanning tree clustering approach for effective feature partitioning in multi-view ensemble learning	16
Truth validation with evidence	15
Iterative sliding window aggregation for generating length-scale-specific fractal features	15
Few-shot partial multi-label learning via prototype rectification	14
Hybrid Henry gas solubility optimization and the equilibrium optimizer for feature selection: real cases with Twitter spam detection	14
Tweet-scan-post: a system for analysis of sensitive private data disclosure in online social media	14
DAuCNet: deep autoregressive framework for temporal link prediction combining copy mechanism network	13
Learning diffusion model-free and efficient influence function for influence maximization from information cascades	13
Similarity enhancement of heterogeneous networks by weighted incorporation of information	13
Mining discriminative itemsets in data streams using the tilted-time window model	13
Unifying community detection and network embedding in attributed networks	13
Tracking social provenance in chains of retweets	12
Federated search techniques: an overview of the trends and state of the art	12
A novel cluster-based approach for keyphrase extraction from MOOC video lectures	12
Utilizing the influence of multiple potential factors for social recommendation	12
DQN-PACG: load regulation method based on DQN and multivariate prediction model	11
MoRGH: movie recommender system using GNNs on heterogeneous graphs	11
On the use of the descriptive variable for enhancing the aggregation of crowdsourced labels	11
Truss community search in uncertain graphs	11
A robust adaptive linear regression method for severe noise	11
Complementary incomplete weighted concept factorization methods for multi-view clustering	11
GoSum: extractive summarization of long documents by reinforcement learning and graph-organized discourse state	11
Concept drift detection and accelerated convergence of online learning	11
A two-way dense feature pyramid networks for object detection of remote sensing images	10
A combined approach for improving humanoid robots autonomous cognitive capabilities	10
An efficient joint framework for interacting knowledge graph and item recommendation	10
A novel image denoising algorithm combining attention mechanism and residual UNet network	10
Large-scale underwater fish recognition via deep adversarial learning	10
Enhancing classification accuracy through feature extraction: a comparative study of discretization and clustering approaches on sensor-based datasets	10
DyFT: a dynamic similarity search method on integer sketches	10
MG2Vec+: A multi-headed graph attention network for multigraph embedding	10
Empirical comparison of supervised learning techniques for missing value imputation	10
Range control-based class imbalance and optimized granular elastic net regression feature selection for credit risk assessment	10
Graph relation embedding network for click-through rate prediction	10
A representation learning model based on stochastic perturbation and homophily constraint	9
Determining maximum cliques for community detection in weighted sparse networks	9
IFM-RCNN: a hybrid text classifier with enhanced performance of binary drug classification from tweets using improved faster mask-recurrent convolutional neural network	9
Node classification across networks via category-level domain adaptive network embedding	9
Ontology-Based Layered Rule-Based Network Intrusion Detection System for Cybercrimes Detection	9
AQUA+: Query Optimization for Hybrid Database-MapReduce System	9

Graph theory-based mathematical modeling and analysis to predict a football dream team	9
Identifying influential nodes based on new layer metrics and layer weighting in multiplex networks	8
Hybrid CPU/GPU/APU accelerated query, insert, update and erase operations in hash tables with string keys	8
Enhancing Multi-Attribute Similarity Join using Reduced and Adaptive Index Trees	8
A new method of ensemble learning: case of cryptocurrency price prediction	8
A survey on mining and analysis of uncertain graphs	8
Partial-order-based process mining: a survey and outlook	8
Mixed membership distribution-free model	8
A Rényi-type quasimetric with random interference detection	8
Ontology extension with NLP-based concept extraction for domain experts in catalytic sciences	8
On measuring network robustness for weighted networks	8
Joint knowledge graph approach for event participant prediction with social media retweeting	8
Topic modeling and intuitionistic fuzzy set-based approach for efficient software bug triaging	8
Relational multi-scale metric learning for few-shot knowledge graph completion	8
Exploiting bilingual lexicons to improve multilingual embedding-based document and sentence alignment for low-resource languages	7
Knowledge-aware user multi-interest modeling method for news recommendation	7
An in-depth and contrasting survey of meta-heuristic approaches with classical feature selection techniques specific to cervical cancer	7
Information extraction from electronic medical documents: state of the art and future research directions	7
A fair and interpretable network for clinical risk prediction: a regularized multi-view multi-task learning approach	7
Parity-based cumulative fairness-aware boosting	7
An efficient rumor detection model based on deep learning and flower pollination algorithm	7
Data stream classification with novel class detection: a review, comparison and challenges	7
Adaptive semi-supervised learning from stronger augmentation transformations of discrete text information	7
Feature-blind fairness in collaborative filtering recommender systems	7
Review on novelty detection in the non-stationary environment	7
Knowledge-graph-driven environmental monitoring with cross-regions knowledge transfer	7
Hybrid online–offline learning to rank using simulated annealing strategy based on dependent click model	7
Interpretable tabular data generation	7
BertHANK: hierarchical attention networks with enhanced knowledge and pre-trained model for answer selection	7
Location selection by multi-criteria decision-making methods based on objective and subjective weightings	7
Disentangling interest and conformity for eliminating popularity bias in session-based recommendation	6
Collaborative filtering recommender systems taxonomy	6
Fast data-free model compression via dictionary-pair reconstruction	6
Extended ELECTRE method for multi-criteria group decision-making with spherical cubic fuzzy sets	6
From distributed machine learning to federated learning: a survey	6
High utility itemset mining in data stream using elephant herding optimization	6
Adapter-based fine-tuning of pre-trained multilingual language models for code-mixed and code-switched text classification	6
Large-scale knowledge graph representation learning	6
Near-optimal Steiner tree computation powered by node embeddings	6
Probabilistic graph model and neural network perspective of click models for web search	6
An efficient approach for incremental erasable utility pattern mining from non-binary data	6
Correction: Estimating time series averages from latent space of multi-tasking neural networks	6
LightCapsGNN: light capsule graph neural network for graph classification	6
A systematic construction of non-i.i.d. data sets from a single data set: non-identically distributed data	6
GANCDE: Neural networks based on graphs and attention neural control differential equations for human activity recognition	6
Federated cross-domain recommendation system based on bias eliminator and personalized extractor	6
Partially ordered stochastic conformance checking	6
AdaCC: cumulative cost-sensitive boosting for imbalanced classification	6
Deep reinforcement learning for community architectural layout generation	6
Efficient word segmentation for enhancing Chinese spelling check in pre-trained language model	5
Compact lossy compression of tensors via neural tensor-train decomposition	5
The impact of data difficulty factors on classification of imbalanced and concept drifting data streams	5
Optimal online time-series segmentation	5
Top-k approximate selection for typicality query results over spatio-textual data	5
A graph partitioning-based hybrid feature selection method in microarray datasets	5
CETra: online cluster tracking for clustering of streaming data sources	5
Emerging skycube	5
An introduction to collaborative filtering through the lens of the Netflix Prize	5
CP-nets-based user preference learning in automated negotiation through completion and correction	5
Application of genetic algorithm-based intuitionistic fuzzy weighted c-ordered-means algorithm to cluster analysis	5
Text classification using embeddings: a survey	5
Grier: graph repairing based on iterative embedding and rules	5
Self-supervised multi-hop heterogeneous hypergraph embedding with informative pooling for graph-level classification	5
LmGa: Combining label mapping method with graph attention network for agricultural recognition	5
Constraining acyclicity of differentiable Bayesian structure learning with topological ordering	5
Meta-heuristic endured deep learning model for big data classification: image analytics	5
Bidirectional network-based relational triple extraction with prior relation mechanism	5
Emotions in recommender systems for discrepant-users	5
Advanced ambient air quality prediction through weighted feature selection and improved reptile search ensemble learning	5
Neural networks for model-free and scale-free automated planning	5
Supervised kernel-based multi-modal Bhattacharya distance learning for imbalanced data classification	5
Self-supervised re-identification for online joint multi-object tracking	5
HGSMAP: a novel heterogeneous graph-based associative percept framework for scenario-based optimal model assignment	5
Machine learning and metaheuristic optimization algorithms for feature selection and botnet attack detection	5
Separation axioms in fuzzy multiset topological spaces	5
ProAID: path-based reasoning for self-attentional disease prediction	4
Semantic enrichment of documents: a classification perspective for ontology-based imbalanced semantic descriptions	4
Weight masking in image classification networks: class-specific machine unlearning	4
Entity integrity management under data volume, variety and veracity	4
PPNW: personalized pairwise novelty loss weighting for novel recommendation	4

Feature selection techniques for machine learning: a survey of more than two decades of research	4
Software bug priority prediction technique based on intuitionistic fuzzy representation and class imbalance learning	4
Discovering fortress-like cohesive subgraphs	4
Density of states for fast embedding node-attributed graphs	4
Extensible ontology-based views for business process models	4
DORIC: discovering topological relations based on spatial link composition	4
Advanced agronomics model with species classification, minimum support price prediction, and profit suggestion using enhanced deep learning strategy	4
Provably accurate and scalable linear classifiers in hyperbolic spaces	4
Paired k-NN learners with dynamically adjusted number of neighbors for classification of drifting data streams	4
Causal inference for time series analysis: problems, methods and evaluation	4
Growth patterns and models of real-world hypergraphs	4
Few-shot partial multi-label learning with synthetic features network	4
FoodRecNet: a comprehensively personalized food recommender system using deep neural networks	4
A visual programming tool for mobile web augmentation	4
Robust and fast low-rank deep convolutional feature recovery: toward information retention and accelerated convergence	4
Evaluation of information diffusion path based on a multi-topic relationship strength network	4
SABeDM: a sliding adaptive beta distribution model for concept drift detection in a dynamic environment	4
Powered Dirichlet–Hawkes process: challenging textual clustering using a flexible temporal prior	4
Interactive reinforced feature selection with traverse strategy	4
Visionary: a framework for analysis and visualization of provenance data	4
A Nested Two-Stage Clustering Method for Structured Temporal Sequence Data	4
An overview of high utility itemsets mining methods based on intelligent optimization algorithms	3
Group decision-making with interval multiplicative preference relations	3
Cross- and multiple-domains visual transfer learning via iterative Fischer linear discriminant analysis	3
Adaptive weighted least squares regression for subspace clustering	3
FLGT: label-flipping-robust federated learning via guiding trust	3
Argumentation effect of a chatbot for ethical discussions about autonomous AI scenarios	3
Data management in digital twins: a systematic literature review	3
Metro passengers counting and density estimation via dilated-transposed fully convolutional neural network	3
A hash-based index for processing frequent updates and continuous location-based range queries	3
Efficient multi-attribute precedence-based task scheduling for edge computing in geo-distributed cloud environment	3
An experimental analysis on evolutionary ontology meta-matching	3
A black-box model for predicting difficulty of word puzzle games: a case study of Wordle	3
Influential users identification under the non-progressive LTIRS model	3
A dynamic density-based clustering method based on K-nearest neighbor	3
Logical assessment formula and its principles for evaluations with inaccurate ground-truth labels	3
Scalable self-supervised graph representation learning via enhancing and contrasting subgraphs	3
Kernel-based iVAT with adaptive cluster extraction	3
Read to grow: exploring metadata of books to make intriguing book recommendations for teenage readers	3
A jointly non-cooperative game-based offloading and dynamic service migration approach in mobile edge computing	3
Sentiment analysis of tweets using text and graph multi-views learning	3
MIN: multi-dimensional interest network for click-through rate prediction	3
On-grid and off-grid photovoltaic systems forecasting using a hybrid meta-learning method	3
An adversarial-example generation method for Chinese sentiment tendency classification based on audiovisual confusion and contextual association	3
Towards a taxonomy for business capabilities determining data value	3
A novel scheme to detect the best cloud service provider using logarithmic operational law in generalized spherical fuzzy environment	3
Novelets: a new primitive that allows online detection of emerging behaviors in time series	3
CHEKG: a collaborative and hybrid methodology for engineering modular and fair domain-specific knowledge graphs	3
An efficient deep learning framework for occlusion face prediction system	3
Noise-free sampling with majority framework for an imbalanced classification problem	3
KNetwork: advancing cross-lingual sentiment analysis for enhanced decision-making in linguistically diverse environments	3
Selectivity estimation with density-model-based multidimensional histogram	3
Artificial intelligence in the battle against disinformation and misinformation: a systematic review of challenges and approaches	3
Unveiling intrusions: explainable SVM approaches for addressing encrypted Wi-Fi traffic in UAV networks	3
Community-aware graph embedding via multi-level attribute integration	3
Deep reinforcement learning-based resource allocation and seamless handover in multi-access edge computing based on SDN	3
Self-supervised role learning for graph neural networks	3
Efficient discovery of co-location patterns from massive spatial datasets with or without rare features	3
Evaluating the impact of drift detection mechanisms on stock market forecasting	3
Multi-behavior-based graph contrastive learning recommendation	3
Optimized neural attention mechanism for aspect-based sentiment analysis framework with optimal polarity-based weighted features	3
Exploiting spatial relations for grammar-based specification of multidimensional languages	3
Kernel-based regression via a novel robust loss function and iteratively reweighted least squares	3
Self-paced annotations of crowd workers	3
Framework for scoring the scientific reputation of researchers	3
Unifying Faceted Search and Analytics over RDF Knowledge Graphs	3
Tri-XGBoost model improved by BLSmote-ENN: an interpretable semi-supervised approach for addressing bankruptcy prediction	3
JMFEEL-Net: a joint multi-scale feature enhancement and lightweight transformer network for crowd counting	3
A novel ensemble label propagation with hierarchical weighting for semi-supervised learning	3