Marek Gagolewski

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 69

Top Topics

Sugeno Integral

Multidimensional Data

Hierarchical Clustering

Aggregation Functions

Top Venues

Fuzzy Sets Syst.

J. Informetrics

Publications

Lucio Bertoli-Barsotti, Marek Gagolewski, Grzegorz Siudem, Barbara Zogala-Siudem
Equivalence of inequality indices in the three-dimensional model of informetric impact. J. Informetrics 18 (4) (2024)
Gleb Beliakov, Simon James, Jian-Zhang Wu, Marek Gagolewski
A Tractable Approach to Fitting the Choquet Integral for Explainable Prediction and Analysis. FUZZ (2024)
Jianzhang Wu, Gleb Beliakov, Simon James, Marek Gagolewski
Random generation of linearly constrained fuzzy measures and domain coverage performance evaluation. Inf. Sci. 659 (2024)
Lucio Bertoli-Barsotti, Marek Gagolewski, Grzegorz Siudem, Barbara Zogala-Siudem
Gini-stable Lorenz curves and their relation to the generalised Pareto distribution. J. Informetrics 18 (2) (2024)
Barbara Zogala-Siudem, Anna Cena, Grzegorz Siudem, Marek Gagolewski
Interpretable reparameterisations of citation models. J. Informetrics 17 (1) (2023)
Marek Gagolewski, Anna Cena, Maciej Bartoszuk, Lukasz Brzozowski
Clustering with minimum spanning trees: How good can it be? CoRR (2023)
Marek Gagolewski, Anna Cena, Simon James, Gleb Beliakov
Hierarchical Clustering with OWA-based Linkages, the Lance-Williams Formula, and Dendrogram Inversions. CoRR (2023)
Lucio Bertoli-Barsotti, Marek Gagolewski, Grzegorz Siudem, Barbara Zogala-Siudem
Equivalence of inequality indices: Three dimensions of impact revisited. CoRR (2023)
Michal Boczek, Marek Gagolewski, Marek Kaluszka, Andrzej Okolewski
A benchmark-type generalization of the Sugeno integral with applications in bibliometrics. Fuzzy Sets Syst. 466 (2023)
Lukasz Brzozowski, Grzegorz Siudem, Marek Gagolewski
Community detection in complex networks via node similarity, graph representation learning, and hierarchical clustering. CoRR (2023)
Marek Gagolewski
Deep R Programming. CoRR (2023)
Marek Gagolewski, Anna Cena, Simon James, Gleb Beliakov
Hierarchical clustering with OWA-based linkages, the Lance-Williams formula, and dendrogram inversions. Fuzzy Sets Syst. 473 (2023)
Marek Gagolewski
Minimalist Data Wrangling with Python. CoRR (2022)
Gleb Beliakov, Marek Gagolewski, Simon James
Hierarchical data fusion processes involving the Möbius representation of capacities. Fuzzy Sets Syst. 433 (2022)
Marek Gagolewski
Data Fusion: Theory, Methods, and Applications. CoRR (2022)
Maciej J. Mrowinski, Marek Gagolewski, Grzegorz Siudem
Accidentality in journal citation patterns. J. Informetrics 16 (4) (2022)
Marek Gagolewski, Maciej Bartoszuk, Anna Cena
Genie: A new, fast, and outlier-resistant hierarchical clustering algorithm. CoRR (2022)
Marek Gagolewski
A Framework for Benchmarking Clustering Algorithms. CoRR (2022)
Anna Cena, Marek Gagolewski, Grzegorz Siudem, Barbara Zogala-Siudem
Validating citation models by proxy indices. J. Informetrics 16 (2) (2022)
Gleb Beliakov, Marek Gagolewski, Simon James
Reduction of variables and constraints in fitting antibuoyant fuzzy measures to data using linear programming. Fuzzy Sets Syst. 451 (2022)
Marek Gagolewski, Barbara Zogala-Siudem, Grzegorz Siudem, Anna Cena
Ockham's index of citation impact. Scientometrics 127 (5) (2022)
Marek Gagolewski, Maciej Bartoszuk, Anna Cena
Are Cluster Validity Measures (In)valid? CoRR (2022)
Agnieszka Geras, Grzegorz Siudem, Marek Gagolewski
Time to vote: Temporal clustering of user activity on Stack Overflow. J. Assoc. Inf. Sci. Technol. 73 (12) (2022)
Marek Gagolewski
Adjusted Asymmetric Accuracy: A Well-Behaving External Cluster Validity Measure. CoRR (2022)
Marek Gagolewski, Barbara Zogala-Siudem, Grzegorz Siudem, Anna Cena
Fairness in the three-dimensional model for citation impact. Scientometrics 127 (10) (2022)
Marek Gagolewski
. Fuzzy Sets Syst. 426 (2022)
Marek Gagolewski
. J. Stat. Softw. 103 (2) (2022)
Marek Gagolewski
A framework for benchmarking clustering algorithms. SoftwareX 20 (2022)
Marek Gagolewski, Maciej Bartoszuk, Anna Cena
Are cluster validity measures (in) valid? Inf. Sci. 581 (2021)
Raúl Pérez-Fernández, Marek Gagolewski, Bernard De Baets
On the aggregation of compositional data. Inf. Fusion 73 (2021)
Marek Gagolewski
genieclust: Fast and robust hierarchical clustering. SoftwareX 15 (2021)
Raúl Pérez-Fernández, Bernard De Baets, Marek Gagolewski, Juan Jesús Salamanca
A Characterization of the Property of Orthomonotonicity. IEEE Trans. Fuzzy Syst. 29 (9) (2021)
Maciej Bartoszuk, Marek Gagolewski
T-norms or t-conorms? How to aggregate similarity degrees for plagiarism detection. Knowl. Based Syst. 231 (2021)
Lucian C. Coroianu, Robert Fullér, Marek Gagolewski, Simon James
Constrained ordered weighted averaging aggregation with multiple comonotone constraints. Fuzzy Sets Syst. 395 (2020)
Gleb Beliakov, Marek Gagolewski, Simon James
Robust fitting for the Sugeno integral with respect to general fuzzy measures. Inf. Sci. 514 (2020)
Marek Gagolewski, Raúl Pérez-Fernández, Bernard De Baets
An Inherent Difficulty in the Aggregation of Multidimensional Data. IEEE Trans. Fuzzy Syst. 28 (3) (2020)
Maciej Bartoszuk, Marek Gagolewski
SimilaR: R Code Clone and Plagiarism Detection. R J. 12 (1) (2020)
Agnieszka Geras, Grzegorz Siudem, Marek Gagolewski
Should we introduce a dislike button for academic articles? J. Assoc. Inf. Sci. Technol. 71 (2) (2020)
Anna Cena, Marek Gagolewski
Genie+OWA: Robustifying hierarchical clustering with OWA-based linkages. Inf. Sci. 520 (2020)
Gleb Beliakov, Marek Gagolewski, Simon James
Aggregation on ordinal scales with the Sugeno integral for biomedical applications. Inf. Sci. 501 (2019)
Lucian C. Coroianu, Marek Gagolewski
Penalty-Based Data Aggregation in Real Normed Vector Spaces. AGOP (2019)
Marek Gagolewski, Simon James, Gleb Beliakov
Supervised Learning to Aggregate Data With the Sugeno Integral. IEEE Trans. Fuzzy Syst. 27 (4) (2019)
Lucian C. Coroianu, Marek Gagolewski, Przemyslaw Grzegorzewski
Piecewise linear approximation of fuzzy numbers: algorithms, arithmetic operations and stability of characteristics. Soft Comput. 23 (19) (2019)
Raúl Pérez-Fernández, Bernard De Baets, Marek Gagolewski
A taxonomy of monotonicity properties for the aggregation of multidimensional data. Inf. Fusion 52 (2019)
Gleb Beliakov, Marek Gagolewski, Simon James
Least Median of Squares (LMS) and Least Trimmed Squares (LTS) Fitting for the Weighted Arithmetic Mean. IPMU (2) (2018)
Gleb Beliakov, Marek Gagolewski, Simon James, Shannon Pace, Nicola Pastorello, Elodie Thilliez, Rajesh Vasa
Measuring traffic congestion: An approach based on learning weighted inequality, spread and aggregation indices from comparison data. Appl. Soft Comput. 67 (2018)
Maciej Bartoszuk, Marek Gagolewski
Binary aggregation functions in software plagiarism detection. FUZZ-IEEE (2017)
Marek Gagolewski, Simon James
Fitting Symmetric Fuzzy Measures for Discrete Sugeno Integration. EUSFLAT/IWIFSGN (2) (2017)
Marek Gagolewski
Penalty-based aggregation of multidimensional data. Fuzzy Sets Syst. 325 (2017)
Anna Cena, Marek Gagolewski
OWA-based linkage and the genie correction for hierarchical clustering. FUZZ-IEEE (2017)
Maciej Bartoszuk, Gleb Beliakov, Marek Gagolewski, Simon James
Fitting Aggregation Functions to Data: Part II - Idempotization. IPMU (2) (2016)
Marek Gagolewski, Anna Cena, Maciej Bartoszuk
Hierarchical Clustering via Penalty-Based Aggregation and the Genie Approach. MDAI (2016)
Marek Gagolewski, Maciej Bartoszuk, Anna Cena
Genie: A new, fast, and outlier-resistant hierarchical clustering algorithm. Inf. Sci. 363 (2016)
Anna Cena, Marek Gagolewski
Fuzzy K-Minpen Clustering and K-nearest-minpen Classification Procedures Incorporating Generic Distance-Based Penalty Minimizers. IPMU (2) (2016)
Radko Mesiar, Marek Gagolewski
H-Index and Other Sugeno Integrals: Some Defects and Their Compensation. IEEE Trans. Fuzzy Syst. 24 (6) (2016)
Gleb Beliakov, Marek Gagolewski, Simon James
Penalty-Based and Other Representations of Economic Inequality. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 24 (Supplement-1) (2016)
Maciej Bartoszuk, Gleb Beliakov, Marek Gagolewski, Simon James
Fitting Aggregation Functions to Data: Part I - Linearization and Regularization. IPMU (2) (2016)
Anna Cena, Marek Gagolewski
A K-means-like algorithm for informetric data clustering. IFSA-EUSFLAT (2015)
Jan Lasek, Marek Gagolewski
The winning solution to the AAIA'15 data mining competition: Tagging Firefighter Activities at a Fire Scene. FedCSIS (2015)
Anna Cena, Marek Gagolewski
Aggregation and Soft Clustering of Informetric Data. AGOP (2015)
Anna Cena, Marek Gagolewski, Radko Mesiar
Problems and challenges of information resources producers' clustering. J. Informetrics 9 (2) (2015)
Maciej Bartoszuk, Marek Gagolewski
Detecting similarity of R functions via a fusion of multiple heuristic methods. IFSA-EUSFLAT (2015)
Marek Gagolewski, Jan Lasek
Learning experts' preferences from informetric data. IFSA-EUSFLAT (2015)
Marek Gagolewski
Spread measures and their relation to aggregation functions. Eur. J. Oper. Res. 241 (2) (2015)
Marek Gagolewski
Normalized WDpWAM and WDpOWA spread measures. IFSA-EUSFLAT (2015)
Marek Gagolewski
Some Issues in Aggregation of Multidimensional Data. AGOP (2015)
Barbara Zogala-Siudem, Grzegorz Siudem, Anna Cena, Marek Gagolewski
Agent-based model for the h-index - Exact solution. CoRR (2015)
Anna Cena, Marek Gagolewski
OM3: Ordered maxitive, minitive, and modular aggregation operators - Axiomatic and probabilistic properties in an arity-monotonic setting. Fuzzy Sets Syst. 264 (2015)
Jan Lasek, Marek Gagolewski
Predictive Efficacy of a New Association Football League Format in Polish Ekstraklasa. MLSA@PKDD/ECML (2015)
Maciej Bartoszuk, Marek Gagolewski
A Fuzzy R Code Similarity Detection Algorithm. IPMU (3) (2014)
Marek Gagolewski, Radko Mesiar
Monotone measures and universal integrals in a uniform framework for the scientific impact assessment problem. Inf. Sci. 263 (2014)
Lucian C. Coroianu, Marek Gagolewski, Przemyslaw Grzegorzewski, M. Adabitabar Firozja, Tahereh Houlari
Piecewise Linear Approximation of Fuzzy Numbers Preserving the Support and Core. IPMU (2) (2014)
Marek Gagolewski, Jan Lasek
The Use of Fuzzy Relations in the Assessment of Information Resources Producers' Performance. IEEE Conf. on Intelligent Systems (2) (2014)
Marek Gagolewski
Sugeno Integral-Based Confidence Intervals for the Theoretical h-Index. SMPS (2014)
Lucian C. Coroianu, Marek Gagolewski, Przemyslaw Grzegorzewski
Nearest piecewise linear approximation of fuzzy numbers. Fuzzy Sets Syst. 233 (2013)
Anna Cena, Marek Gagolewski
OM3: Ordered Maxitive, Minitive, and Modular Aggregation Operators. A Simulation Study (II). AGOP (2013)
Marek Gagolewski
Scientific impact assessment cannot be fair. J. Informetrics 7 (4) (2013)
Marek Gagolewski
On the relationship between symmetric maxitive, minitive, and modular aggregation operators. Inf. Sci. 221 (2013)
Anna Cena, Marek Gagolewski
OM3: Ordered Maxitive, Minitive, and Modular Aggregation Operators: Axiomatic Analysis under Arity-Dependence (I). AGOP (2013)
Marek Gagolewski
Statistical Hypothesis Test for the Difference between Hirsch Indices of Two Pareto-Distributed Random Samples. SMPS (2012)
Marek Gagolewski, Radko Mesiar
Aggregating different paper quality measures with a generalized h-index. J. Informetrics 6 (4) (2012)
Marek Gagolewski
On the Relation between Effort-Dominating and Symmetric Minitive Aggregation Operators. IPMU (3) (2012)
Marek Gagolewski, Przemyslaw Grzegorzewski
Axiomatic characterizations of (quasi-) L-statistics and S-statistics and the Producer Assessment Problem. EUSFLAT Conf. (2011)
Marek Gagolewski
Bibliometric impact assessment with R and the CITAN package. J. Informetrics 5 (4) (2011)
Marek Gagolewski, Przemyslaw Grzegorzewski
Possibilistic analysis of arity-monotonic aggregation operators and its relation to bibliometric impact assessment of individuals. Int. J. Approx. Reason. 52 (9) (2011)
Marek Gagolewski, Przemyslaw Grzegorzewski
Arity-Monotonic Extended Aggregation Operators. IPMU (1) (2010)
Marek Gagolewski, Przemyslaw Grzegorzewski
-Statistics and Their Basic Properties. SMPS (2010)
Marek Gagolewski, Przemyslaw Grzegorzewski
A geometric approach to the construction of scientific impact indices. Scientometrics 81 (3) (2009)
Marek Gagolewski, Przemyslaw Grzegorzewski
Possible and Necessary h-Indices. IFSA/EUSFLAT Conf. (2009)
Marek Gagolewski
A remark on limit properties of generalized h- and g-indices. J. Informetrics 3 (4) (2009)