Knowledge and Information Systems

Papers
(The H4-Index of Knowledge and Information Systems is 22. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-11-01 to 2024-11-01.)
ArticleCitations
Model complexity of deep learning: a survey183
Interpretable deep learning: interpretation, interpretability, trustworthiness, and beyond143
From distributed machine learning to federated learning: a survey126
Causal inference for time series analysis: problems, methods and evaluation52
New cosine similarity and distance measures for Fermatean fuzzy sets and TOPSIS approach51
Conversational question answering: a survey47
Applications of deep learning for phishing detection: a systematic literature review43
Feature selection techniques for machine learning: a survey of more than two decades of research42
Imbalanced data preprocessing techniques for machine learning: a systematic mapping study41
e-Recruitment recommender systems: a systematic review39
Effective scheduling algorithm for load balancing in fog environment using CNN and MPSO38
Hepatitis C Virus prediction based on machine learning framework: a real-world case study in Egypt37
Collaborative filtering recommender systems taxonomy35
Information extraction from electronic medical documents: state of the art and future research directions34
The impact of data difficulty factors on classification of imbalanced and concept drifting data streams29
Location selection by multi-criteria decision-making methods based on objective and subjective weightings27
Generalized maximal utility for mining high average-utility itemsets25
RELINE: point-of-interest recommendations using multiple network embeddings24
Fire now, fire later: alarm-based systems for prescriptive process monitoring23
Data stream classification with novel class detection: a review, comparison and challenges23
A survey on extraction of causal relations from natural language text23
Adapting k-means for graph clustering22
Auto-labelling entities in low-resource text: a geological case study22
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