Information Systems

Article	Citations
Revisiting explicit recommendation with DC-GCN: Divide-and-Conquer Graph Convolution Network	165
HCDC: A novel hierarchical clustering algorithm based on density-distance cores for data sets with varying density	116
Semi-supervised and un-supervised clustering: A review and experimental evaluation	114
Explainable concept drift in process mining	100
GTT: Leveraging data characteristics for guiding the tensor train decomposition	73
Editorial Board	60
Multi-level optimization of the canonical polyadic tensor decomposition at large-scale: Application to the stratification of social networks through deflation	56
How meaningful are similarities in deep trajectory representations?	53
AMW 2019 Special Issue	48
Query by documents on top of a search interface	48
Verifying compliance in process choreographies: Foundations, algorithms, and implementation	46
Editorial Board	44
Exploring modified areas for updating influential nodes	41
Reduction of data-value-aware process models: A relevance-based approach	40
Formalising and animating multiple instances in BPMN collaborations	38
Skyline recomputation in Big Data	38
A review on missing values for main challenges and methods	37
Electronic health records based reinforcement learning for treatment optimizing	37
Learning complex predicates for cardinality estimation using recursive neural networks	37
A hinge-loss based codebook transfer for cross-domain recommendation with non-overlapping data	36
A taxonomy and ontology for digital platforms	29
Conformance checking of process event streams with constraints on data retention	28
Ripple: An approach to locate k nearest neighbours for location-based services	26
An efficient hybrid query recommendation using shingling and hashing techniques	26
Aligning observed and modelled behaviour by maximizing synchronous moves and using milestones	26

An approach for analyzing business process execution complexity based on textual data and event log	26
Data augmentation via context similarity: An application to biomedical Named Entity Recognition	25
Modelling the quality of life goals of people living with dementia	24
Uniform probabilistic generation of relation instances satisfying a functional dependency	24
Establishing trajectories of moving objects without identities: The intricacies of cell tracking and a solution	23
From action to response to effect: Mining statistical relations in work processes	23
Accelerating large-scale weighted similarity queries based on external storage	23
Elastic scalable transaction processing in LeanXcale	23
LILLIE: Information extraction and database integration using linguistics and learning-based algorithms	22
A hybrid recommendation algorithm based on user comment sentiment and matrix decomposition	21
Hiding in the forest: Privacy-preserving process performance indicators	21
DOML: A new modeling approach to Infrastructure-as-Code	20
Extending sticky-Datalog±<	20
Exploiting GPUs for fast intersection of large sets	20
A social mechanism for healthcare consulting recommendation	20
Bot log mining: An approach to the integrated analysis of Robotic Process Automation and process mining	20
EQUALITY: Quality-aware intensive analytics on the edge	20
An empirical evaluation of unsupervised event log abstraction techniques in process mining	19
AI-based decision support system for public procurement	18
SQUIRREL: A framework for sequential group recommendations through reinforcement learning	18
A split–merge clustering algorithm based on the k-nearest neighbor graph	18
Special Issue of CAiSE 2023 Best Papers	18
Automatically reconciling the trade-off between prediction accuracy and earliness in prescriptive business process monitoring	17
Stream-aware indexing for distributed inequality join processing	17
Corrigendum to “BPMN 2.0 OR-Join Semantics: Global and local characterisation” [Information Systems 105 (2022), 101934]	17
Quantifying chatbots’ ability to learn business processes	16
A generative and discriminative model for diversity-promoting recommendation	16
Discovering partially ordered workflow models	16
Towards retrieval-based conversational recommendation	16
Explaining results of path queries on graphs: Single-path results for context-free path queries	16
Detection of spam reviews through a hierarchical attention architecture with N-gram CNN and Bi-LSTM	16
Probabilistic declarative process mining	16
Soundness unknotted: An efficient soundness checking algorithm for arbitrary cyclic process models by loosening loops	16
Stochastic process mining: Earth movers’ stochastic conformance	15
Hierarchical clustering that takes advantage of both density-peak and density-connectivity	15
Bot2Vec: A general approach of intra-community oriented representation learning for bot detection in different types of social networks	15
Topic modeling algorithms and applications: A survey	15
Exploring data structure alternatives in the RDB to NoSQL document store conversion process	14
X-Processes: Process model discovery with the best balance among fitness, precision, simplicity, and generalization through a genetic algorithm	14
Data quality challenges in large-scale cyber-physical systems: A systematic review	14
Natural language querying of process execution data	14
Repairing raw metadata for metadata management	13
Storage Management with Multi-Version Partitioned BTrees	13
Enhancing Entity Resolution with a hybrid Active Machine Learning framework: Strategies for optimal learning in sparse datasets	13
LS-ICE: A Load State Intercase Encoding framework for improved predictive monitoring of business processes	13
Inductive link prediction via global relational semantic learning	13
A survey of sequential recommendation systems: Techniques, evaluation, and future directions	13
Conformance Checking in Process Mining	13
Measuring rule-based LTLf process specifications: A probabilistic data-driven approach	12
Special issue: BPM 2018 selected papers in foundations and engineering	12

Editorial Board	12
GSM: A generalized approach to Supervised Meta-blocking for scalable entity resolution	12
Editorial Board	11
Data pre-processing pipeline generation for AutoETL	11
Prototyping a business process improvement plan. An evidence-based approach	11
Editorial Board	11
A reproducible POI recommendation framework: Works mapping and benchmark evaluation	11
Query filtering using two-dimensional local embeddings	11
Extracting domain behaviors through multi-criteria, polymorphism-inspired variability analysis	11
Guided conditional functional dependency discovery	11
Editorial	11
Editorial Board	11
Editorial Board	10
Recognizing task-level events from user interaction data	10
A comparative study on the energy consumption of Progressive Web Apps	10
Editorial Board	10
Box queries over multi-dimensional streams	10
Process Query Language: Design, Implementation, and Evaluation	9
An inter-modal attention-based deep learning framework using unified modality for multimodal fake news, hate speech and offensive language detection	9
Community detection over feature-rich information networks: An eHealth case study	9
A data preparation framework for cleaning electronic health records and assessing cleaning outcomes for secondary analysis	9
Special Issue with Best Papers from ICPM 2022	9
Supervised learning of process discovery techniques using graph neural networks	9
Editorial Board	9
Editorial Board	9
STracker: A framework for identifying sentiment changes in customer feedbacks	9
Responsible composition and optimization of integration processes under correctness preserving guarantees	9
Process model abstraction for rapid comprehension of complex business processes	9
Exploiting label semantics for rule-based activity recommendation in business process modeling	9
Multi-objective optimization with recommender systems: A systematic review	9
Exploring computation offloading in IoT systems	9
A DSL for WSN software components coordination	8
Towards multi-purpose main-memory storage structures: Exploiting sub-space distance equalities in totally ordered data sets for exact knn queries	8
Simultaneous and collaborative development of satellites and Information Systems to support their lifecycle processes	8
Schema mapping generation in the wild	8
Computation of alignments of business processes through relaxation labeling and local optimal search	8
Lynx: A knowledge-based AI service platform for content processing, enrichment and analysis for the legal domain	8
Online correlation for unlabeled process events: A flexible CEP-based approach	8
Vadalog: A modern architecture for automated reasoning with large knowledge graphs	8
Keyword search over schema-less RDF datasets by SPARQL query compilation	8
Aligning social concerns with information system security: A fundamental ontology for social engineering	8
SuperGuardian: Superspreader removal for cardinality estimation in data streaming	7
Enabling schema-independent data retrieval queries in MongoDB	7
Discovering data transfer routines from user interaction logs	7
Reproducible experiments for generating pre-processing pipelines for AutoETL	7
Electricity behaviors anomaly detection based on multi-feature fusion and contrastive learning	7
Finding meaningful paths in heterogeneous graphs with PathWays	7
A study into the contingencies of process improvement methods	7
Adoption of IT solutions: A data-driven analysis approach	7
A survey of approaches for event sequence analysis and visualization	7
MBDL: Exploring dynamic dependency among various types of behaviors for recommendation	7
Two-layer partitioned and deletable deep bloom filter for large-scale membership query	7
GAMA: A multi-graph-based anomaly detection framework for business processes via graph neural networks	7
DB+-tree: A new	7
Supervisory control of business processes with resources, parallel and mutually exclusive branches, loops, and uncertainty	7
Heterogeneous graph neural networks for fraud detection and explanation in supply chain finance	7
BETULA: Fast clustering of large data with improved BIRCH CF-Trees	6
Reinforcement learning with time intervals for temporal knowledge graph reasoning	6
Attention-based multi attribute matrix factorization for enhanced recommendation performance	6
Conformance checking over uncertain event data	6
Enhancing transparency in public procurement: A data-driven analytics approach	6
The GDPR enforcement fines at glance	6
Predictive compliance monitoring in process-aware information systems: State of the art, functionalities, research directions	6
Tri-AL: An open source platform for visualization and analysis of clinical trials	6
Cost-aware process modeling in multiclouds	6
Controlled flexibility in blockchain-based collaborative business processes	6
BINet: Multi-perspective business process anomaly classification	6
Enabling semantics-aware process mining through the automatic annotation of event logs	6
The convergence and interplay of edge, fog, and cloud in the AI-driven Internet of Things (IoT)	6
Proactive conformance checking: An approach for predicting deviations in business processes	6
A universal approach for simplified redundancy-aware cross-model querying	6
Data Lakehouse: A survey and experimental study	6
Centrality measures in fuzzy social networks	6
Pushing diversity into higher dimensions: The LID effect on diversified similarity searching	6
ABID: Angle Based Intrinsic Dimensionality — Theory and analysis	6
The rise of nonnegative matrix factorization: Algorithms and applications	6
Editorial Board	5
Explanation and answers to critiques on: Blockchain-based Privacy-Preserving Record Linkage	5
Validation set sampling strategies for predictive process monitoring	5
Special issue on DOLAP 2021: Design, Optimization, Languages and Analytical Processing of Big Data	5

Rank/select queries over mutable bitmaps	5
A holistic approach for modeling and predicting bike demand	5
A foundation for spatio-textual-temporal cube analytics	5
Pattern on demand in transactional distributed databases	5
Editorial Board	5
Selected Papers of BPM 2019 - Editorial to the Special Issue	5
Editorial Board	5
Measuring the interestingness of temporal logic behavioral specifications in process mining	5
A critique and attack on “Blockchain-based privacy-preserving record linkage”	5
Editorial Board	5
Querying APIs with SPARQL	5
Swellfish privacy: Supporting time-dependent relevance for continuous differential privacy	5
LSPC: Exploring contrastive clustering based on local semantic information and prototype	5
Adaptive search query generation and refinement in systematic literature review	5
Model repair supported by frequent anomalous local instance graphs	5
BF-BigGraph: An efficient subgraph isomorphism approach using machine learning for big graph databases	5
Sequence recommendations for groups: A dynamic approach to balance preferences	4
Mining and searching app reviews for requirements engineering: Evaluation and replication studies	4
Fragments of bag relational algebra: Expressiveness and certain answers	4
Data-dependent metric filtering	4
Adaptive client and communication optimizations in Federated Learning	4
Dynamic sales prediction with auto-learning and elastic-adjustment mechanism for inventory optimization	4
SFTe: Temporal knowledge graphs embedding for future interaction prediction	4
A novel framework for the efficient evaluation of hybrid tree-pattern queries on large data graphs	4
The role of local dimensionality measures in benchmarking nearest neighbor search	4
Filtering with relational similarity	4
Graph integration of structured, semistructured and unstructured data for data journalism	4
Conformance checking artefacts through weighted partial MaxSAT	4
Formal foundations for responsible application integration	4
Document structure-driven investigative information retrieval	4
RCELF: A residual-based approach for Influence Maximization Problem	4
Storing data once in M-trees and PM-trees: Revisiting the building principles of metric access methods	4
Big data analytics deep learning techniques and applications: A survey	3
Business process simulation: Probabilistic modeling of intermittent resource availability and multitasking behavior	3
On the cognitive and behavioral effects of abstraction and fragmentation in modularized process models	3
A novel self-supervised graph model based on counterfactual learning for diversified recommendation	3
Analyzing workload trends for boosting triple stores performance	3
HubHSP graph: Capturing local geometrical and statistical data properties via spanning graphs	3
WITHDRAWN: Preface to the EDOC 2016 Special Issue	3
Everything at the proper time: Repairing identical timestamp errors in event logs with Generative Adversarial Networks	3
Two-level massive string dictionaries	3
The FORA Fog Computing Platform for Industrial IoT	3
Editorial Board	3
Learning business process simulation models: A Hybrid process mining and deep learning approach	3
TREATS: Fairness-aware entity resolution over streaming data	3
Behavioral consistency measurement between extended WFD-nets	3
HUM-CARD: A human crowded annotated real dataset	3
Reproducible experiments with Learned Metric Index Framework	3
Privacy-preserving location data stream clustering on mobile edge computing and cloud	3
Computation over APT compressed data	3
Hate speech detection is not as easy as you may think: A closer look at model validation (extended version)	3
Event-case correlation for process mining using probabilistic optimization	3
Detecting trend deviations with generic stream processing patterns	3
On the discovery of seasonal gradual patterns through periodic patterns mining	3
Compressing generalized trajectories of molecular motion for efficient detection of chemical interactions	3
An incremental algorithm for repairing denial constraint violations	3
Effective data exploration through clustering of local attributive explanations	3
Kernel-based clustering via Isolation Distributional Kernel	3
The Open V2X Management Platform: An intelligent charging station management system	3
Editorial Board	3
Legal Information Retrieval systems: State-of-the-art and open issues	3
Hands-on analysis of using large language models for the auto evaluation of programming assignments	3
Quantifying and relating the completeness and diversity of process representations using species estimation	3
Special issue: Selected papers of ICPM 2019	2
Bayesian label distribution propagation: A semi-supervised probabilistic k	2
Prescriptive process monitoring based on causal effect estimation	2
Cell separation algorithm with enhanced search behaviour in miRNA feature selection for cancer diagnosis	2
Enterprise sellers’ satisfaction with business-to-business cross-border e-commerce platforms: Alibaba.com as an example	2
Editorial Board	2
Semantics-aware mechanisms for control-flow anonymization in process mining	2
A graph neural network with topic relation heterogeneous multi-level cross-item information for session-based recommendation	2
FDM: Effective and efficient incident detection on sparse trajectory data	2
Bounding substreams in distributed stream processing	2
Editorial	2
Preface to the EDOC 2017/2018 Special Issue	2
Adaptive sliding window normalization	2
GoFast: Graph-based optimization for efficient and scalable query evaluation	2
Service contract modeling in Enterprise Architecture: An ontology-based approach	2
Explaining cube measures through Intentional Analytics	2
A screenshot-based task mining framework for disclosing the drivers behind variable human actions	2
Heart failure prognosis prediction: Let’s start with the MDL-HFP model	2
A quantitative approach for the comparison of additive local explanation methods	2
Editorial Board	2
Editorial	2
Normalizing object-centric process logs by applying database principles	2
Editorial Board	2
Mining association rules from COVID-19 related twitter data to discover word patterns, topics and inferences	2
Flexible temporal constraint management in modularized processes	2
Defining blockchain governance principles: A comprehensive framework	2
Editorial Board	2
Discovering hybrid process models with bounds on time and complexity	2
Read-safe snapshots: An abort/wait-free serializable read method for read-only transactions on mixed OLTP/OLAP workloads	2
Editorial Board	2
Fast and accurate quantitative business process analysis using feature complete queueing models	2
Editorial Board	2