Information Systems

Article	Citations
Finding HSP neighbors via an exact, hierarchical approach	211
Automatically reconciling the trade-off between prediction accuracy and earliness in prescriptive business process monitoring	181
Formalising and animating multiple instances in BPMN collaborations	146
DOML: A new modeling approach to Infrastructure-as-Code	121
Revisiting explicit recommendation with DC-GCN: Divide-and-Conquer Graph Convolution Network	89
LILLIE: Information extraction and database integration using linguistics and learning-based algorithms	66
GTT: Leveraging data characteristics for guiding the tensor train decomposition	61
Bot2Vec: A general approach of intra-community oriented representation learning for bot detection in different types of social networks	61
Exploring data structure alternatives in the RDB to NoSQL document store conversion process	60
AMW 2019 Special Issue	58
A hinge-loss based codebook transfer for cross-domain recommendation with non-overlapping data	55
HCDC: A novel hierarchical clustering algorithm based on density-distance cores for data sets with varying density	54
A generative and discriminative model for diversity-promoting recommendation	53
Detection of spam reviews through a hierarchical attention architecture with N-gram CNN and Bi-LSTM	52
KAVA-PM: Knowledge-assisted visual process mining	51
Inductive link prediction via global relational semantic learning	47
ADAPT: Fairness & diversity for sequential group recommendations	46
Editorial Board	45
An interactive approach for group-based event log exploration	45
Editorial Board	44
Keyword search over schema-less RDF datasets by SPARQL query compilation	40
Computation of alignments of business processes through relaxation labeling and local optimal search	39
Editorial Board	36
Query filtering using two-dimensional local embeddings	36
A data preparation framework for cleaning electronic health records and assessing cleaning outcomes for secondary analysis	35

Enabling semantics-aware process mining through the automatic annotation of event logs	35
Editorial	35
Measuring rule-based LTLf process specifications: A probabilistic data-driven approach	33
The rise of nonnegative matrix factorization: Algorithms and applications	32
BINet: Multi-perspective business process anomaly classification	32
GAMA: A multi-graph-based anomaly detection framework for business processes via graph neural networks	32
Enabling schema-independent data retrieval queries in MongoDB	30
Reinforcement learning with time intervals for temporal knowledge graph reasoning	29
The convergence and interplay of edge, fog, and cloud in the AI-driven Internet of Things (IoT)	29
Resource allocation in business process executions—A systematic literature study	28
On the discovery of seasonal gradual patterns through periodic patterns mining	28
Stochastic conformance checking based on variable-length Markov chains	28
TREATS: Fairness-aware entity resolution over streaming data	27
HubHSP graph: Capturing local geometrical and statistical data properties via spanning graphs	27
Editorial Board	27
RCELF: A residual-based approach for Influence Maximization Problem	26
The role of local dimensionality measures in benchmarking nearest neighbor search	26
A holistic approach for modeling and predicting bike demand	25
Detecting trend deviations with generic stream processing patterns	24
Advances in databases and information systems — Selected papers from ADBIS 2023	23
Prescriptive process monitoring based on causal effect estimation	23
FDM: Effective and efficient incident detection on sparse trajectory data	22
Petri net-based object-centric processes with read-only data	22
An efficient approach for discovering Graph Entity Dependencies (GEDs)	22
Stochastic-aware precision and recall measures for conformance checking in process mining	22
Model-based trace variant analysis of event logs	21
Editorial Board	21
Editorial Board	21
Detecting the adversarially-learned injection attacks via knowledge graphs	21
Exploring data using patterns: A survey	20
Editorial Board	20
Adaptive personalized recommender system using learning automata and items clustering	20
Efficient query evaluation techniques over large amount of distributed linked data	19
Editorial Board	19
Discovering hybrid process models with bounds on time and complexity	19
Editorial	19
Capturing end-to-end provenance for machine learning pipelines	18
Cloud-Fog Assisted Energy Efficient Architectural Paradigm for Disaster Evacuation	18
And synopses for all: A synopses data engine for extreme scale analytics-as-a-service	18
Influence maximization based on discrete particle swarm optimization on multilayer network	18
Enhancing business process simulation models with extraneous activity delays	18
An improved context-aware weighted matrix factorization algorithm for point of interest recommendation in LBSN	18
BPMN in healthcare: Challenges and best practices	17
Sampling and approximation techniques for efficient process conformance checking	17
Enterprise sellers’ satisfaction with business-to-business cross-border e-commerce platforms: Alibaba.com as an example	17
PathEL: A novel collective entity linking method based on relationship paths in heterogeneous information networks	17
Parameterization-free clustering with sparse data observers	17
On the use of trajectory data for tackling data scarcity	17
Transparent assessment of information quality of online reviews using formal argumentation theory	16
Back to the Order: Partial orders in streaming conformance checking	16

A high-accuracy unsupervised statistical learning method for joint dangling entity detection and entity alignment	16
Exploiting explicit item–item correlations from knowledge graphs for enhanced sequential recommendation	16
An Alternating Optimization Scheme for Binary Sketches	16
Assessing and improving measurability of process performance indicators based on quality of logs	16
Corrigendum to “Process mining meets argumentation: Explainable interpretations of low-level event logs via abstract argumentation” [Inform. Syst. 107 (2022) 101987]	15
Special issue: BPM 2020 Selected Papers in Foundations and Engineering	15
Advancing EHR analysis: Predictive medication modeling using LLMs	15
Relationships between tail entropies and local intrinsic dimensionality and their use for estimation and feature representation	15
An adaptive Laplacian weight random forest imputation for imbalance and mixed-type data	15
Process Mining meets argumentation: Explainable interpretations of low-level event logs via abstract argumentation	14
Temporal graph processing in modern memory hierarchies	14
Taxa and super taxa of schema evolution and their relationship to activity, heartbeat and duration	14
Cracking in-memory database index: A case study for Adaptive Radix Tree index	14
Process mining over sensor data: Goal recognition for powered transhumeral prostheses	14
A statistical method for predicting quantitative variables in association rule mining	14
Editorial Board	13
Generalized Ethereum Blockchain-based recommender system framework	13
Training-free sparse representations of dense vectors for scalable information retrieval	13
Unveiling the causes of waiting time in business processes from event logs	13
A visual-semantic approach for building content-based recommender systems	13
A framework for measuring the quality of business process simulation models	13
Discovering partially ordered workflow models	13
ECG classification with learning ensemble based on symbolic discretization	13
All that glitters is not gold: Four maturity stages of process discovery algorithms	13
Fast and eager k-medoids clustering: 13
An empirical evaluation of unsupervised event log abstraction techniques in process mining	12
Editorial Board	12
An efficient hybrid query recommendation using shingling and hashing techniques	12
Stochastic process mining: Earth movers’ stochastic conformance	12
Elastic scalable transaction processing in LeanXcale	12
Finding meaningful paths in heterogeneous graphs with PathWays	12
A taxonomy and ontology for digital platforms	12
A reproducible POI recommendation framework: Works mapping and benchmark evaluation	11
Process model abstraction for rapid comprehension of complex business processes	11
The Open V2X Management Platform: An intelligent charging station management system	11
Special issue: BPM 2018 selected papers in foundations and engineering	11
Filtering with relational similarity	11
Exploring computation offloading in IoT systems	11
Discovering data transfer routines from user interaction logs	11
A survey of sequential recommendation systems: Techniques, evaluation, and future directions	11
Business process simulation: Probabilistic modeling of intermittent resource availability and multitasking behavior	11
Fragments of bag relational algebra: Expressiveness and certain answers	10
Quantifying and relating the completeness and diversity of process representations using species estimation	10
Computation over APT compressed data	10
Measuring the interestingness of temporal logic behavioral specifications in process mining	10
Bayesian label distribution propagation: A semi-supervised probabilistic k	10
A screenshot-based task mining framework for disclosing the drivers behind variable human actions	10
Reproducible experiments with Learned Metric Index Framework	10
Privacy-preserving record linkage using reference set based encoding: A single parameter method	10
Editorial Board	10
Editorial Board	10
Blockchain technology for requirement traceability in systems engineering	10
Legal Information Retrieval systems: State-of-the-art and open issues	10
Pattern on demand in transactional distributed databases	10
Enhancing transparency in public procurement: A data-driven analytics approach	10
Adaptive search query generation and refinement in systematic literature review	10
An interpretable deep fusion framework for event log repair	10
Adaptive sliding window normalization	10
Efficient multi-query evaluation for distributed CEP through predicate-based push–pull plans	9
Achieving framed autonomy in AI-augmented business process management systems through automated planning	9
Weighted top-k dominating queries on highly incomplete data	9
Keeping our rivers clean: Information-theoretic online anomaly detection for streaming business process events	9
Reproducible experiments on Three-Dimensional Entity Resolution with JedAI	9
CoPModL: Construction Process Modeling Language and Satisfiability Checking	9
A large reproducible benchmark on text classification for the legal domain based on the ECHR-OD repository	9
Secure multi-dimensional data retrieval with access control and range query in the cloud	9
Real-world K-Anonymity applications: The KGen approach and its evaluation in fraudulent transactions	9
A survey on the use of blockchains to achieve supply chain security	8
Special issue on verification, control, and repair in business process management	8
“Managing, Mining and Learning in the Legal Data Domain”	8
Conformance checking of partially matching processes: An entropy-based approach	8
Predicting information diffusion via deep temporal convolutional networks	8
Novel diversified echo state network for improved accuracy and explainability of EEG-based stroke prediction	8
Relational schema optimization for RDF-based knowledge graphs	8
Editorial Board	8
Collaborative knowledge-aware recommendation based on neighborhood negative sampling	8
Class Representatives Selection in non-metric spaces for nearest prototype classification	8
Context-aware automated ICD coding: A semantic-driven approach	8
Federated conformance checking	8
A hierarchical transformer-based network for multivariate time series classification	8

Simple querying service for OpenAPI descriptions with semantic extensions	8
Is text preprocessing still worth the time? A comparative survey on the influence of popular preprocessing methods on Transformers and traditional classifiers	8
Process discovery with context-aware process trees	8
Editorial Board	8
Reduction of data-value-aware process models: A relevance-based approach	7
A hybrid recommendation algorithm based on user comment sentiment and matrix decomposition	7
Towards interactive event log forensics: Detecting and quantifying timestamp imperfections	7
Best practices of testing database manipulation code	7
A detection method for hybrid attacks in recommender systems	7
Corrigendum to “BPMN 2.0 OR-Join Semantics: Global and local characterisation” [Information Systems 105 (2022), 101934]	7
Data augmentation via context similarity: An application to biomedical Named Entity Recognition	7
Natural language querying of process execution data	7
Discovery, simulation, and optimization of business processes with differentiated resources	7
A framework for modeling, executing, and monitoring hybrid multi-process specifications with bounded global–local memory	7
When GDD meets GNN: A knowledge-driven neural connection for effective entity resolution in property graphs	7
From action to response to effect: Mining statistical relations in work processes	7
Exploiting GPUs for fast intersection of large sets	7
Root-cause analysis of business processes: How humans utilize multiple sources of information to explain observations	7
Query-centric regression	7
Natural language-based detection of semantic execution anomalies in event logs	7
Explaining results of path queries on graphs: Single-path results for context-free path queries	7
Process Query Language: Design, Implementation, and Evaluation	6
Adoption of IT solutions: A data-driven analysis approach	6
An inter-modal attention-based deep learning framework using unified modality for multimodal fake news, hate speech and offensive language detection	6
Repairing raw metadata for metadata management	6
Exploiting label semantics for rule-based activity recommendation in business process modeling	6
STracker: A framework for identifying sentiment changes in customer feedbacks	6
Proactive conformance checking: An approach for predicting deviations in business processes	6
Box queries over multi-dimensional streams	6
Tri-AL: An open source platform for visualization and analysis of clinical trials	6
The GDPR enforcement fines at glance	6
Online correlation for unlabeled process events: A flexible CEP-based approach	6
Data Lakehouse: A survey and experimental study	6
MBDL: Exploring dynamic dependency among various types of behaviors for recommendation	6
A study into the contingencies of process improvement methods	6
Centrality measures in fuzzy social networks	6
Editorial Board	5
Hate speech detection is not as easy as you may think: A closer look at model validation (extended version)	5
Read-safe snapshots: An abort/wait-free serializable read method for read-only transactions on mixed OLTP/OLAP workloads	5
Data variety, come as you are in multi-model data warehouses	5
ExamGuard: Smart contracts for secure online test	5
Using AI explainable models and handwriting/drawing tasks for psychological well-being	5
An incremental algorithm for repairing denial constraint violations	5
A foundation for spatio-textual-temporal cube analytics	5
Compressing generalized trajectories of molecular motion for efficient detection of chemical interactions	5
Effective data exploration through clustering of local attributive explanations	5
Special Issue: Best Papers of the BPM 2023 Conference	5
Editorial Board	5
Semantics-aware mechanisms for control-flow anonymization in process mining	5
Temporal representation and reasoning in data-intensive systems	5
Storing data once in M-trees and PM-trees: Revisiting the building principles of metric access methods	5
Everything at the proper time: Repairing identical timestamp errors in event logs with Generative Adversarial Networks	5
Special issue: BPM 2022 Selected papers in Foundations and Engineering	5
Special issue: Selected papers of ICPM 2019	5
Towards the efficient discovery of meaningful functional dependencies	5
Process-driven design of cloud data platforms	5
Two-level massive string dictionaries	5
Incremental checking of SQL assertions in an RDBMS	4
SheetReader: Efficient Specialized Spreadsheet Parsing	4
Full-text search engine with suffix index for massive heterogeneous data	4
Trace selection and allocation for log-move audit of business process directly-follows graphs	4
Detecting inorganic financial campaigns on Twitter	4
Emerging industry classification based on BERT model	4
Medoid Silhouette clustering with automatic cluster number selection	4
A meta-learning configuration framework for graph-based similarity search indexes	4
Approximate conformance checking: Fast computation of multi-perspective, probabilistic alignments	4
Editorial Board	4
Transactions across serverless functions leveraging stateful dataflows	4
BR4DQ: A methodology for grouping business rules for data quality evaluation	4
Exploiting co-occurrence networks for classification of implicit inter-relationships in legal texts	4
DeepMatch2: A comprehensive deep learning-based approach for in-vehicle presence detection	4
Assured automatic dynamic reconfiguration of business processes	4
Learning to resolve inconsistencies in qualitative constraint networks	4
VOOL: A modular insight-based framework for vocalizing OLAP sessions	4
Assessing the value of ontologically unpacking a conceptual model for human genomics	4
The Partition Bridge (PB) tree: Efficient nearest neighbor query processing on road networks	4
Foundations and practice of binary process discovery	4
A survey for managing temporal data in RDF	4
Unsupervised and semi-supervised clustering via density and distance-based label propagation and assignment	4
StyleBERT: Text-audio sentiment analysis with Bi-directional Style Enhancement	4
Editorial Note to the special issue of the Information Systems journal on Web Engineering with selected papers from ICWE 2021 conference	4
Trends in Design, Optimization, Languages, and Analytical Processing of Big Data (DOLAP 2020)	4
Recognizing task-level events from user interaction data	3
Skyline recomputation in Big Data	3
Conformance Checking in Process Mining	3
SuperGuardian: Superspreader removal for cardinality estimation in data streaming	3
Semi-supervised and un-supervised clustering: A review and experimental evaluation	3
Enhancing Entity Resolution with a hybrid Active Machine Learning framework: Strategies for optimal learning in sparse datasets	3
X-Processes: Process model discovery with the best balance among fitness, precision, simplicity, and generalization through a genetic algorithm	3
DB+-tree: A new	3
AI-based decision support system for public procurement	3
Data-driven prescriptive analytics applications: A comprehensive survey	3
Editorial Board	3
Schema mapping generation in the wild	3
Attention-based multi attribute matrix factorization for enhanced recommendation performance	3