Information Systems

Papers
(The H4-Index of Information Systems is 27. 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
A review of topic modeling methods316
The convergence and interplay of edge, fog, and cloud in the AI-driven Internet of Things (IoT)129
Blockchain and e-government innovation: Automation of public information processes85
Fast and eager k-medoids clustering: 79
Sports analytics — Evaluation of basketball players and team performance77
Topic modeling algorithms and applications: A survey70
Applying Reinforcement Learning towards automating energy efficient virtual machine consolidation in cloud data centers60
The FORA Fog Computing Platform for Industrial IoT51
Multi-label Arabic text classification in Online Social Networks50
Stochastic process mining: Earth movers’ stochastic conformance45
Novel predictive model to improve the accuracy of collaborative filtering recommender systems39
BINet: Multi-perspective business process anomaly classification39
Detection of spam reviews through a hierarchical attention architecture with N-gram CNN and Bi-LSTM39
Multi-label legal document classification: A deep learning-based approach with label-attention and domain-specific pre-training35
Three-dimensional Entity Resolution with JedAI34
BPMN in healthcare: Challenges and best practices33
Processing tweets for cybersecurity threat awareness32
A Data Science approach analysing the Impact of Injuries on Basketball Player and Team Performance31
A unified metamodel for NoSQL and relational databases31
On the appropriateness of Platt scaling in classifier calibration31
Electronic health records based reinforcement learning for treatment optimizing30
Controlled flexibility in blockchain-based collaborative business processes30
A survey on graph-based methods for similarity searches in metric spaces29
A knowledge-intensive adaptive business process management framework29
CryptDICE: Distributed data protection system for secure cloud data storage and computation29
Bot2Vec: A general approach of intra-community oriented representation learning for bot detection in different types of social networks29
Legal Information Retrieval systems: State-of-the-art and open issues29
Data quality challenges in large-scale cyber-physical systems: A systematic review27
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