Knowledge and Information Systems

Article	Citations
Latent mutual feature extraction for cross-domain recommendation	247
AMAdam: adaptive modifier of Adam method	201
An incremental clustering algorithm based on semantic concepts	185
Enhanced multimodal recommendation systems through reviews integration	102
Feature selection using game Shapley improved grey wolf optimizer for optimizing cancer classification	77
A novel fuzzy twin support vector machine using mass-based dissimilarity measure	70
Improving inference via rich path information and logic rules for document-level relation extraction	66
Sparse dynamic topic model with topic birth and death over time	64
Spatial homogeneity-aware transfer learning for urban flow prediction	63
Advancements in automated program repair: a comprehensive review	60
KerGNNT: an interpretable graph neural network recommendation model	58
Learning to hash: a comprehensive survey of deep learning-based hashing methods	52
Ontology extension with NLP-based concept extraction for domain experts in catalytic sciences	47
Smart COVIDNet: designing an IoT-based COVID-19 disease prediction framework using attentive and adaptive-derived ensemble deep learning	38
Federated cross-domain recommendation system based on bias eliminator and personalized extractor	36
GDDRec: graph neural diffusion model for diversified recommendation	32
Bidirectional network-based relational triple extraction with prior relation mechanism	29
Separation axioms in fuzzy multiset topological spaces	29
A graph partitioning-based hybrid feature selection method in microarray datasets	29
Aspect and orientation-based sentiment analysis of customer feedback using mathematical optimization models	28
Emotions in recommender systems for discrepant-users	28
Supervised kernel-based multi-modal Bhattacharya distance learning for imbalanced data classification	28
Empirical comparison of supervised learning techniques for missing value imputation	27
Quality of interaction-based predictive model for support of online learning in pandemic situations	27
Cooperative coati optimization algorithm with transfer functions for feature selection and knapsack problems	26

Minimum spanning tree clustering approach for effective feature partitioning in multi-view ensemble learning	26
Graph theory-based mathematical modeling and analysis to predict a football dream team	25
Similarity enhancement of heterogeneous networks by weighted incorporation of information	24
Hybrid Henry gas solubility optimization and the equilibrium optimizer for feature selection: real cases with Twitter spam detection	24
DAuCNet: deep autoregressive framework for temporal link prediction combining copy mechanism network	23
DQN-PACG: load regulation method based on DQN and multivariate prediction model	22
Complementary incomplete weighted concept factorization methods for multi-view clustering	22
Utilizing the influence of multiple potential factors for social recommendation	22
A robust adaptive linear regression method for severe noise	21
MoRGH: movie recommender system using GNNs on heterogeneous graphs	21
MG2Vec+: A multi-headed graph attention network for multigraph embedding	20
Enhancing classification accuracy through feature extraction: a comparative study of discretization and clustering approaches on sensor-based datasets	20
An efficient joint framework for interacting knowledge graph and item recommendation	19
Range control-based class imbalance and optimized granular elastic net regression feature selection for credit risk assessment	19
An efficient approach for incremental erasable utility pattern mining from non-binary data	19
Adapter-based fine-tuning of pre-trained multilingual language models for code-mixed and code-switched text classification	18
Ontology-Based Layered Rule-Based Network Intrusion Detection System for Cybercrimes Detection	18
IFM-RCNN: a hybrid text classifier with enhanced performance of binary drug classification from tweets using improved faster mask-recurrent convolutional neural network	17
Emerging skycube	16
An introduction to collaborative filtering through the lens of the Netflix Prize	16
A representation learning model based on stochastic perturbation and homophily constraint	16
Machine learning and metaheuristic optimization algorithms for feature selection and botnet attack detection	16
Knowledge-aware user multi-interest modeling method for news recommendation	15
Unleashing the power of indirect attacks against trust prediction via preferential path	15
An efficient rumor detection model based on deep learning and flower pollination algorithm	15
Deep reinforcement learning for community architectural layout generation	15
Knowledge-graph-driven environmental monitoring with cross-regions knowledge transfer	15
Identifying influential nodes based on new layer metrics and layer weighting in multiplex networks	14
A new method of ensemble learning: case of cryptocurrency price prediction	14
An efficient distributed co-movement pattern detection framework for streaming trajectory	14
A systematic literature review on sentiment analysis techniques, challenges, and future trends	14
Constraining acyclicity of differentiable Bayesian structure learning with topological ordering	13
LightCapsGNN: light capsule graph neural network for graph classification	13
A Rényi-type quasimetric with random interference detection	13
An in-depth and contrasting survey of meta-heuristic approaches with classical feature selection techniques specific to cervical cancer	13
Exploiting bilingual lexicons to improve multilingual embedding-based document and sentence alignment for low-resource languages	13
Enhancing Multi-Attribute Similarity Join using Reduced and Adaptive Index Trees	13
Hybrid online–offline learning to rank using simulated annealing strategy based on dependent click model	13
Relational multi-scale metric learning for few-shot knowledge graph completion	13
Interpretable tabular data generation	12
Near-optimal Steiner tree computation powered by node embeddings	12
On the use of the descriptive variable for enhancing the aggregation of crowdsourced labels	12
BertHANK: hierarchical attention networks with enhanced knowledge and pre-trained model for answer selection	12
SVM-based subspace optimization domain transfer method for unsupervised cross-domain time series classification	12
Adaptive semi-supervised learning from stronger augmentation transformations of discrete text information	12
Review on novelty detection in the non-stationary environment	12
Fast computation of distance-generalized cores using sampling	12
PPDU: dynamic graph publication with local differential privacy	11
Few-shot partial multi-label learning via prototype rectification	11
Dimensionality selection for hyperbolic embeddings using decomposed normalized maximum likelihood code-length	11

A combined approach for improving humanoid robots autonomous cognitive capabilities	11
A systematic construction of non-i.i.d. data sets from a single data set: non-identically distributed data	11
A fair and interpretable network for clinical risk prediction: a regularized multi-view multi-task learning approach	11
Tracking social provenance in chains of retweets	11
Correction: Estimating time series averages from latent space of multi-tasking neural networks	10
Joint knowledge graph approach for event participant prediction with social media retweeting	10
An online ensemble classification algorithm for multi-class imbalanced data stream	10
Disentangling interest and conformity for eliminating popularity bias in session-based recommendation	10
Understanding stance classification of BERT models: an attention-based framework	10
CETra: online cluster tracking for clustering of streaming data sources	10
Mixed membership distribution-free model	10
Self-supervised multi-hop heterogeneous hypergraph embedding with informative pooling for graph-level classification	10
Distributional constraint discovery for intelligent auditing	10
Partially ordered stochastic conformance checking	10
Self-supervised re-identification for online joint multi-object tracking	9
Disease outbreak prediction using natural language processing: a review	9
Aspect-based sentiment analysis with enhanced aspect-sensitive word embeddings	9
Compact lossy compression of tensors via neural tensor-train decomposition	9
HGSMAP: a novel heterogeneous graph-based associative percept framework for scenario-based optimal model assignment	9
High utility itemset mining in data stream using elephant herding optimization	9
Bypassing combinatorial explosions in equivalence structure extraction	9
A multi-view mask contrastive learning graph convolutional neural network for age estimation	9
Scalable force-directed graph representation learning and visualization	9
Truth validation with evidence	9
Extended ELECTRE method for multi-criteria group decision-making with spherical cubic fuzzy sets	8
Large-scale knowledge graph representation learning	8
Large-scale underwater fish recognition via deep adversarial learning	8
Random walk on node cliques for high-quality samples to estimate large graphs with high accuracies and low costs	8
Determining maximum cliques for community detection in weighted sparse networks	8
Approximate posterior inference for Bayesian models: black-box expectation propagation	8
Data stream classification with novel class detection: a review, comparison and challenges	8
Fast data-free model compression via dictionary-pair reconstruction	8
NeuCrowd: neural sampling network for representation learning with crowdsourced labels	8
A novel image denoising algorithm combining attention mechanism and residual UNet network	8
Parity-based cumulative fairness-aware boosting	8
Feature-blind fairness in collaborative filtering recommender systems	8
A survey on mining and analysis of uncertain graphs	8
RDF-Gen: generating RDF triples from big data sources	8
Probabilistic graph model and neural network perspective of click models for web search	8
Tweet-scan-post: a system for analysis of sensitive private data disclosure in online social media	8
GANCDE: Neural networks based on graphs and attention neural control differential equations for human activity recognition	7
DyFT: a dynamic similarity search method on integer sketches	7
On measuring network robustness for weighted networks	7
LmGa: Combining label mapping method with graph attention network for agricultural recognition	7
KRL_Match: knowledge graph objects matching for knowledge representation learning	7
Truss community search in uncertain graphs	7
Cutting to the chase with warm-start contextual bandits	7
Hybrid CPU/GPU/APU accelerated query, insert, update and erase operations in hash tables with string keys	7
Concept drift detection and accelerated convergence of online learning	7
Iterative sliding window aggregation for generating length-scale-specific fractal features	7
Graph relation embedding network for click-through rate prediction	7
Ambiguity in information systems: rows, columns, and the Ellsberg paradox	7
Sharp characterization of optimal minibatch size for stochastic finite sum convex optimization	7
A novel cluster-based approach for keyphrase extraction from MOOC video lectures	7
Fairness in graph-based semi-supervised learning	7
Efficient word segmentation for enhancing Chinese spelling check in pre-trained language model	7
Topic modeling and intuitionistic fuzzy set-based approach for efficient software bug triaging	7
Meta-heuristic endured deep learning model for big data classification: image analytics	7
Structure-aware attributed heterogeneous network embedding	6
PGT: news recommendation coalescing personal and global temporal preferences	6
AdaCC: cumulative cost-sensitive boosting for imbalanced classification	6
A two-way dense feature pyramid networks for object detection of remote sensing images	6
Location selection by multi-criteria decision-making methods based on objective and subjective weightings	6
GoSum: extractive summarization of long documents by reinforcement learning and graph-organized discourse state	6
Partial-order-based process mining: a survey and outlook	6
Federated search techniques: an overview of the trends and state of the art	6
An adaptive and late multifusion framework in contextual representation based on evidential deep learning and Dempster–Shafer theory	6
Information extraction from electronic medical documents: state of the art and future research directions	6
Node classification across networks via category-level domain adaptive network embedding	6
From distributed machine learning to federated learning: a survey	6
Sentiment analysis of tweets using text and graph multi-views learning	6
Collaborative filtering recommender systems taxonomy	6
An efficient deep learning framework for occlusion face prediction system	5
Grier: graph repairing based on iterative embedding and rules	5
Optimal online time-series segmentation	5
Modeling and predicting students’ engagement behaviors using mixture Markov models	5
Unveiling intrusions: explainable SVM approaches for addressing encrypted Wi-Fi traffic in UAV networks	5
A novel scheme to detect the best cloud service provider using logarithmic operational law in generalized spherical fuzzy environment	5
ProAID: path-based reasoning for self-attentional disease prediction	5
Weight masking in image classification networks: class-specific machine unlearning	5

Logical assessment formula and its principles for evaluations with inaccurate ground-truth labels	5
Software bug priority prediction technique based on intuitionistic fuzzy representation and class imbalance learning	5
Novelets: a new primitive that allows online detection of emerging behaviors in time series	5
A hybrid storage blockchain-based query efficiency enhancement method for business environment evaluation	5
Semantic enrichment of documents: a classification perspective for ontology-based imbalanced semantic descriptions	5
Prompting visual dialog with implicit logical knowledge	5
Data augmentation with automated machine learning: approaches and performance comparison with classical data augmentation methods	5
Tri-XGBoost model improved by BLSmote-ENN: an interpretable semi-supervised approach for addressing bankruptcy prediction	5
Read to grow: exploring metadata of books to make intriguing book recommendations for teenage readers	5
Efficient multi-attribute precedence-based task scheduling for edge computing in geo-distributed cloud environment	5
MIN: multi-dimensional interest network for click-through rate prediction	5
Unifying Faceted Search and Analytics over RDF Knowledge Graphs	5
Influential users identification under the non-progressive LTIRS model	5
A black-box model for predicting difficulty of word puzzle games: a case study of Wordle	5
Multimodal aspect-based sentiment analysis based on a dual syntactic graph network and joint contrastive learning	5
An integrated framework for diagnosing process faults with incomplete features	5
The significance of Kappa and F-score in clustering ensemble: a comprehensive analysis	5
Causal inference for time series analysis: problems, methods and evaluation	5
SABeDM: a sliding adaptive beta distribution model for concept drift detection in a dynamic environment	5
Deep reinforcement learning-based resource allocation and seamless handover in multi-access edge computing based on SDN	5
FLGT: label-flipping-robust federated learning via guiding trust	5
A dynamic density-based clustering method based on K-nearest neighbor	5
Knowledge graph incremental embedding for unseen modalities	5
Noise-free sampling with majority framework for an imbalanced classification problem	5
Visionary: a framework for analysis and visualization of provenance data	4
A novel ensemble label propagation with hierarchical weighting for semi-supervised learning	4
Correction: Local soft rough approximations and their applications to conflict analysis problems	4
Mining dynamic preferences from geographical and interactive correlations for next POI recommendation	4
EIGP: document-level event argument extraction with information enhancement generated based on prompts	4
A keyword extraction model study in the movie domain with synopsis and reviews	4
Advanced agronomics model with species classification, minimum support price prediction, and profit suggestion using enhanced deep learning strategy	4
FoodRecNet: a comprehensively personalized food recommender system using deep neural networks	4
Cross- and multiple-domains visual transfer learning via iterative Fischer linear discriminant analysis	4
The impact of data difficulty factors on classification of imbalanced and concept drifting data streams	4
A CTO-based GRU model for identifying emotions from textual data	4
Chromosome segmentation and classification: an updated review	4
Growth patterns and models of real-world hypergraphs	4
Estimating time series averages from latent space of multi-tasking neural networks	4
Multiresolution hierarchical support vector machine for classification of large datasets	4
Revisiting data complexity metrics based on morphology for overlap and imbalance: snapshot, new overlap number of balls metrics and singular problems prospect	4
A hash-based index for processing frequent updates and continuous location-based range queries	4
ARP spoofing detection using machine learning classifiers: an experimental study	4
Artificial intelligence in the battle against disinformation and misinformation: a systematic review of challenges and approaches	4
Mining parallel sentences from internet with multi-view knowledge distillation for low-resource language pairs	4
From text to multimodal: a survey of adversarial example generation in question answering systems	4
Metro passengers counting and density estimation via dilated-transposed fully convolutional neural network	4
Extensible ontology-based views for business process models	4
Optimized neural attention mechanism for aspect-based sentiment analysis framework with optimal polarity-based weighted features	4
PSSN: a novel cache placement method based on adapted Shannon entropy and simple additive weighting method in named data networking	4
Class incremental named entity recognition without forgetting	4
Ensemble of classifier chains and decision templates for multi-label classification	4
RDPNet: a multi-stage summary generation network for long chat dialogues	4
Evaluation of information diffusion path based on a multi-topic relationship strength network	4
JMFEEL-Net: a joint multi-scale feature enhancement and lightweight transformer network for crowd counting	4
REDAffectiveLM: leveraging affect enriched embedding and transformer-based neural language model for readers’ emotion detection	4
Cross-domain recommendation via adaptive bi-directional transfer graph neural networks	4
Advanced ambient air quality prediction through weighted feature selection and improved reptile search ensemble learning	4
A template-based approach for question answering over knowledge bases	4
Argumentation effect of a chatbot for ethical discussions about autonomous AI scenarios	4
Multi-label classification with label clusters	4
Outlier detection in classification based on feature-selection-based regression	4
Enhancing the performance of deep learning models with fuzzy c-means clustering	4
A systematic literature review on the application of process mining to Industry 4.0	4