Anna Wilbik

Orcid: 0000-0002-1989-0301

According to our database1, Anna Wilbik authored at least 93 papers between 2005 and 2025.

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Bibliography

2025
Guidance for goal achievement in knowledge-intensive processes using intuitionistic fuzzy sets.
Expert Syst. Appl., 2025

2024
Breaking Boundaries Initiative: Workshop on Industry-Academia Collaboration [Technical Activities].
IEEE Comput. Intell. Mag., February, 2024

Hierarchical Blockmodelling for Knowledge Graphs.
CoRR, 2024

Empirical Capacity Model for Self-Attention Neural Networks.
CoRR, 2024

Responsibility and Explainability in Using Intelligent Systems.
Proceedings of the Innovations for Community Services - 24th International Conference, 2024

Towards Unsupervised Sudden Data Drift Detection in Federated Learning with Fuzzy Clustering.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2024

Federated Learning with the Choquet Integral as Aggregation Method.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2024

2023
Context-aware modeling for knowledge-intensive medicinal product development processes.
Softw. Syst. Model., April, 2023

Towards a Flexible Assessment of Compliance with Clinical Protocols Using Fuzzy Aggregation Techniques.
Algorithms, February, 2023

Incentive Allocation in Vertical Federated Learning Based on Bankruptcy Problem.
CoRR, 2023

Towards Explainable Linguistic Summaries.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2023

The Sugeno Integral Used for Federated Learning with Uncertainty for Unbalanced Data.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2023

Federated Similarity-Based Learning with Incomplete Data.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2023

Explainable Search: An Exploratory Study in SameGame.
Proceedings of the IEEE Conference on Games, 2023

Assessing Aggressive Driving Behaviour Using Attention Based Models.
Proceedings of the Artificial Intelligence and Machine Learning - 35th Benelux Conference, 2023

2022
Vertical Federated Learning: A Structured Literature Review.
CoRR, 2022

Towards Federated Clustering: A Federated Fuzzy c-Means Algorithm (FFCM).
CoRR, 2022

Communication-Efficient Vertical Federated Learning.
Algorithms, 2022

Federated Learning: A Hype or a Trend?
Proceedings of the 14th International Joint Conference on Computational Intelligence, 2022

Federated learning with uncertainty on the example of a medical data.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

Explanation of Anomalies in Business Process Event Logs with Linguistic Summaries.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

Comparing User Perception of Explanations Developed with XAI Methods.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

A Method for Integrated Modeling of KiPs and Contextual Goals.
Proceedings of the Cooperative Information Systems - 28th International Conference, 2022

Guiding Knowledge Workers Under Dynamic Contexts.
Proceedings of the Advanced Information Systems Engineering, 2022

2021
Defining business model key performance indicators using intentional linguistic summaries.
Softw. Syst. Model., 2021

Evaluating the Design of Service-Dominant Business Models: A Qualitative Method.
Pac. Asia J. Assoc. Inf. Syst., 2021

Outcome-Based Business Design in IoT-Enabled Digital Supply Chain Transformation.
Proceedings of the IEEE International Conference on Internet of Things and Intelligence Systems, 2021

Context-Aware Process Modelling for Medicinal Product Development.
Proceedings of the Practice of Enterprise Modeling, 2021

Towards a Federated Fuzzy Learning System.
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

Fuzzy Approach to Purchase Intent Modeling Based on User Tracking For E-commerce Recommenders.
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

A Real-Time Method for Detecting Temporary Process Variants in Event Log Data.
Proceedings of the Business Process Management - 19th International Conference, 2021

2020
On Relevance of Linguistic Summaries - A Case Study from the Agro-Food Domain.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2020

Information Fusion-2-Text: Explainable Aggregation via Linguistic Protoforms.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2020

A Method to Guide the Concretization of Costs and Benefits in Service-Dominant Business Models.
Proceedings of the Boosting Collaborative Networks 4.0, 2020

Deriving Collaborative Business Model Design Requirements from a Digital Platform Business Strategy.
Proceedings of the Boosting Collaborative Networks 4.0, 2020

On a Paradox of Extended Linguistic Summaries.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

Intentional Linguistic Summaries for Collaborative Business Model Radars.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

A Formal Basis for Business Model Evaluation with Linguistic Summaries - (Work-in-Progress Paper).
Proceedings of the Enterprise, Business-Process and Information Systems Modeling, 2020

2019
Using BPM Technology to Deploy and Manage Distributed Analytics in Collaborative IoT-Driven Business Scenarios.
Proceedings of the 9th International Conference on the Internet of Things, 2019

Determining Capacity of Shunting Yards by Combining Graph Classification with Local Search.
Proceedings of the 11th International Conference on Agents and Artificial Intelligence, 2019

2018
FSS++ Workshop Report: Handling Uncertainty for Data Quality Management.
CoRR, 2018

The understanding of the quantifiers 'many' and 'most'.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

On Fuzzy Compliance for Clinical Protocols.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications, 2018

On the Interaction Between Feature Selection and Parameter Determination in Fuzzy Modelling.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications, 2018

Complex Collaborative Physical Process Management: A Position on the Trinity of BPM, IoT and DA.
Proceedings of the Collaborative Networks of Cognitive Systems, 2018

Linguistic Summaries for Compliance Analysis of a Glucose Management Clinical Protocol.
Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

Towards More Specific Estimation of Membership Functions for Data-Driven Fuzzy Inference Systems.
Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

2017
Linguistic summarization of event logs - A practical approach.
Inf. Syst., 2017

A model based simulation toolkit for evaluating renal replacement policies.
Proceedings of the 2017 Winter Simulation Conference, 2017

A method for improving the generation of linguistic summaries.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

Modeling patients' methylmalonic acid levels using probabilistic fuzzy systems.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

An Enhanced Approach to Rule Base Simplification of First-Order Takagi-Sugeno Fuzzy Inference Systems.
Proceedings of the Advances in Fuzzy Logic and Technology 2017 - Proceedings of: EUSFLAT- 2017 - The 10th Conference of the European Society for Fuzzy Logic and Technology, September 11-15, 2017, Warsaw, Poland IWIFSGN'2017, 2017

Finding the Optimal Number of Features Based on Mutual Information.
Proceedings of the Advances in Fuzzy Logic and Technology 2017 - Proceedings of: EUSFLAT-2017 - The 10th Conference of the European Society for Fuzzy Logic and Technology, September 11-15, 2017, Warsaw, Poland IWIFSGN'2017, 2017

2016
Fuzzy Modeling for Vitamin B12 Deficiency.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2016

On the generation of useful linguistic summaries of sequences.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

2015
Fuzzy Set-Based Detection of Hypotension Episodes for Predicting Leaks in Sleeve Gastrectomy.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

Linguistic summaries of process data.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

Linguistic Summarization of Processes - a research agenda.
Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15), 2015

2014
Linguistic Prototypes for Data From Eldercare Residents.
IEEE Trans. Fuzzy Syst., 2014

Evaluation of the Truth Value of Linguistic Summaries - Case with Non-monotonic Quantifiers.
Proceedings of the Intelligent Systems'2014, 2014

Gradual Linguistic Summaries.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2014

2013
A Fuzzy Measure Similarity Between Sets of Linguistic Summaries.
IEEE Trans. Fuzzy Syst., 2013

Anomaly detection from linguistic summaries.
Proceedings of the FUZZ-IEEE 2013, 2013

2012
Similarity evaluation of sets of linguistic summaries.
Int. J. Intell. Syst., 2012

Towards a multi-criteria analysis of linguistic summaries of time series via the measure of informativeness.
Int. J. Data Anal. Tech. Strateg., 2012

A distance metric for a space of linguistic summaries.
Fuzzy Sets Syst., 2012

Generation of prototypes from sets of linguistic summaries.
Proceedings of the FUZZ-IEEE 2012, 2012

2011
Linguistic summarization of sensor data for eldercare.
Proceedings of the IEEE International Conference on Systems, 2011

On a benchmark related assessment of the performance of mutual (investment) funds.
Proceedings of the FUZZ-IEEE 2011, 2011

2010
An approach to the linguistic summarization of time series using a fuzzy quantifier driven aggregation.
Int. J. Intell. Syst., 2010

Comparison of Time Series via Classic and Temporal Protoforms of Linguistic Summaries: An Application to Mutual Funds and Their Benchmarks.
Proceedings of the Combining Soft Computing and Statistical Methods in Data Analysis, 2010

Temporal Linguistic Summaries of Time Series Using Fuzzy Logic.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Methods, 2010

On the evaluation of the linguistic summarization of temporally focused time series using a measure of informativeness.
Proceedings of the International Multiconference on Computer Science and Information Technology, 2010

A Multi-criteria Evaluation of Linguistic Summaries of Time Series via a Measure of Informativeness.
Proceedings of the Artificial Intelligence and Soft Computing, 2010

A comprehensive comparison of time series described by linguistic summaries and its application to the comparison of performance of a mutual fund and its benchmark.
Proceedings of the FUZZ-IEEE 2010, 2010

2009
Linguistic Summaries of Time Series Using a Degree of Appropriateness as a Measure of Interestingness.
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009

Using Fuzzy Linguistic Summaries for the Comparison of Time Series: an application to the analysis of investment fund quotations.
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009

2008
On Linguistic Summarization of Numerical Time Series Using Fuzzy Logic with Linguistic Quantifiers.
Proceedings of the Intelligent Techniques and Tools for Novel System Architectures, 2008

Linguistic summarization of time series using a fuzzy quantifier driven aggregation.
Fuzzy Sets Syst., 2008

A New Insight into the Linguistic Summarization of Time Series Via a Degree of Support: Elimination of Infrequent Patterns.
Proceedings of the Soft Methods for Handling Variability and Imprecision, 2008

Linguistic Summarization of Time Series Using Fuzzy Logic with Linguistic Quantifiers: A Truth and Specificity Based Approach.
Proceedings of the Artificial Intelligence and Soft Computing, 2008

Linguistic summarization of time series using linguistic quantifiers: Augmenting the analysis by a degree of fuzziness.
Proceedings of the FUZZ-IEEE 2008, 2008

2007
On Linguistic Summaries of Time Series Using a Fuzzy Quantifier Based Aggregation via the Sugeno Integral.
Proceedings of the Hybrid Intelligent Systems - Analysis and Design, 2007

Linguistic Summarization of Time Series Under Different Granulation of Describing Features.
Proceedings of the Rough Sets and Intelligent Systems Paradigms, International Conference, 2007

Analysis of Time Series via their Linguistic Summarization: the Use of the Sugeno Integral.
Proceedings of the Seventh International Conference on Intelligent Systems Design and Applications, 2007

Linguistic Summarization of Time Series by Using the Choquet Integral.
Proceedings of the Foundations of Fuzzy Logic and Soft Computing, 2007

Linguistic Summaries of Time Series via an OWA Operator Based Aggregation of Partial Trends.
Proceedings of the FUZZ-IEEE 2007, 2007

Mining time series data via linguistic summaries of trends by using a modified Sugeno integral based aggregation.
Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2007

2006
A Linguistic Quantifier Based Aggregation for a Human Consistent Summarization of Time Series.
Proceedings of the Soft Methods for Integrated Uncertainty Modelling, 2006

Capturing the Essence of a Dynamic Behavior of Sequences of Numerical Data Using Elements of a Quasi-natural Language.
Proceedings of the IEEE International Conference on Systems, 2006

A Linguistic Approach to a Human-Consistent Summarization of Time Series Using a SOM Learned with a LVQ-Type Algorithm.
Proceedings of the Artificial Neural Networks, 2006

Linguistic Summaries of Time Series via a Quantifier Based Aggregation Using the Sugeno Integral.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

2005
Cellular Neural Networks for Color Image Segmentation.
Proceedings of the Artificial Neural Networks: Biological Inspirations, 2005


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