Dr Marek Gagolewski

STAFF PROFILE

Position

Senior Lecturer, Applied Artificial Intelligence

Faculty

Faculty of Sci Eng & Built Env

Department

School of Info Technology

Campus

Melbourne Burwood Campus

Publications

Filter by

2020

Should we introduce a dislike button for academic articles?

A Geras, G Siudem, M Gagolewski

(2020), Vol. 71, pp. 221-229, Journal of the Association for Information Science and Technology, Silver Spring, Md., C1-1

journal

An inherent difficulty in the aggregation of multidimensional data

Marek Gagolewski, Raul Perez-Fernandez, Bernard De Baets

(2020), Vol. 28, pp. 602-606, IEEE Transactions on Fuzzy Systems, Piscataway, N.J., C1-1

journal

Robust fitting for the Sugeno integral with respect to general fuzzy measures

Gleb Beliakov, Marek Gagolewski, Simon James

(2020), Vol. 514, pp. 449-461, Information sciences, Amsterdam, The Netherlands, C1

journal

Genie+OWA: robustifying hierarchical clustering with OWA-based linkages

A Cena, M Gagolewski

(2020), Vol. 520, pp. 324-336, Information sciences, Amsterdam, The Netherlands, C1

journal
2019

Supervised learning to aggregate data with the Sugeno integral

Marek Gagolewski, Simon James, Gleb Beliakov

(2019), Vol. 27, pp. 810-815, IEEE transactions on fuzzy systems, Piscataway, N. J., C1

journal

Aggregation on ordinal scales with the Sugeno integral for biomedical applications

G Beliakov, M Gagolewski, S James

(2019), Vol. 501, pp. 377-387, Information sciences, Amsterdam, The Netherlands, C1

journal

Constrained ordered weighted averaging aggregation with multiple comonotone constraints

L Coroianu, R Fullr, M Gagolewski, S James

(2019), pp. 1-19, Fuzzy Sets and Systems, Amsterdam, The Netherlands, C1

journal

Penalty-based data aggregation in real normed vector spaces

L Coroianu, M Gagolewski

(2019), Vol. 981, pp. 160-171, AGOP 2019: 10th International Summer School on Aggregation Operators: New Trends in Aggregation Theory, Olomouc, Czech Republic, E1-1

conference

A taxonomy of monotonicity properties for the aggregation of multidimensional data

R Prez-Fernndez, B De Baets, M Gagolewski

(2019), Vol. 52, pp. 322-334, Information Fusion, Amsterdam, The Netherlands, C1-1

journal

Piecewise linear approximation of fuzzy numbers: Algorithms, arithmetic operations and stability of characteristics

L Coroianu, M Gagolewski, P Grzegorzewski

(2019), Vol. 23, pp. 9491-9505, Soft Computing, Berlin, Germany, C1-1

journal

DC optimization for constructing discrete Sugeno integrals and learning nonadditive measures

G Beliakov, M Gagolewski, S James

(2019), pp. 1-20, Optimization, Abingdon, Eng., C1

journal
2018

Measuring traffic congestion: an approach based on learning weighted inequality, spread and aggregation indices from comparison data

G Beliakov, M Gagolewski, S James, S Pace, N Pastorello, E Thilliez, R Vasa

(2018), Vol. 67, pp. 910-919, Applied soft computing, Amsterdam, The Netherlands, C1

journal

Least Median of Squares (LMS) and Least Trimmed Squares (LTS) fitting for the weighted arithmetic mean

G Beliakov, M Gagolewski, S James

(2018), Vol. 854, pp. 367-378, IPMU 2018: Proceedings of the 17th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems : Theory and Foundations, Cadiz, Spain, E1

conference

The efficacy of league formats in ranking teams

J Lasek, M Gagolewski

(2018), Vol. 18, pp. 411-435, Statistical Modelling, London, Eng., C1-1

journal
2017

Fitting symmetric fuzzy measures for discrete sugeno integration

M G?golewski, S James

(2017), Vol. 642, pp. 104-116, EUSFLAT 2017, IWIFSGN 2017 : Proceedings of the 10th Conference of the European Society for Fuzzy Logic and Technology International Workshop on Intuitionistic Fuzzy Sets and Generalized Nets, Warsaw, Poland, E1

conference

Binary aggregation functions in software plagiarism detection

M Bartoszuk, M Gagolewski

(2017), pp. 1-6, FUZZ-IEEE 2017 : IEEE International Conference on Fuzzy Systems, Naples, Italy, E1-1

conference

OWA-based linkage and the genie correction for hierarchical clustering

A Cena, M Gagolewski

(2017), pp. 1-6, FUZZ IEEE 2017 : Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, Naples, Italy, E1-1

conference

Penalty-based aggregation of multidimensional data

M Gagolewski

(2017), Vol. 325, pp. 4-20, Fuzzy Sets and Systems, Amsterdam, The Netherlands, C1-1

journal
2016

Fitting aggregation functions to data: part I-linearization and regularization

M Bartoszuk, G Beliakov, M Gagolewski, S James

(2016), Vol. 611, pp. 767-779, IPMU 2016 : Proceedings of the 16th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Eindhoven, The Netherlands, E1

conference

Fitting aggregation functions to data: Part II - idempotization

M Bartoszuk, G Beliakov, M Gagolewski, S James

(2016), Vol. 611, pp. 780-789, IPMU 2016 : Proceedings of the 16th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Eindhoven, The Netherlands, E1

conference

Penalty-based and other representations of economic inequality

G Beliakov, M Gagolewski, S James

(2016), Vol. 24, pp. 1-23, International journal of uncertainty, fuzziness and knowlege-based systems, Singapore, C1

journal

Agent-based model for the h-index - exact solution

B ?oga?a-Siudem, G Siudem, A Cena, M Gagolewski

(2016), Vol. 89, pp. 1-9, European Physical Journal B - Condensed Matter and Complex Systems, Berlin, Germany, C1-1

journal

H-index and other sugeno integrals: Some defects and their compensation

R Mesiar, M Gagolewski

(2016), Vol. 24, pp. 1668-1672, IEEE Transactions on Fuzzy Systems, Piscataway, N.J., C1-1

journal

Genie: A new, fast, and outlier-resistant hierarchical clustering algorithm

M Gagolewski, M Bartoszuk, A Cena

(2016), Vol. 363, pp. 8-23, Information Sciences, Amsterdam, The Netherlands, C1-1

journal

Hierarchical clustering via penalty-based aggregation and the Genie approach

M Gagolewski, A Cena, M Bartoszuk

(2016), Vol. 9880, pp. 191-202, MDAI 2016 :Modeling decisions for artificial intelligence : 13th International Conference, MDAI 2016, Sant Julia? de Lo?ria, Andorra, September 19-21, 2016. Proceedings, Sant Juli de Lria, Andorra, E1-1

conference

Fuzzy K-Minpen clustering and K-nearest-minpen classification procedures incorporating generic distance-based penalty minimizers

A Cena, M Gagolewski

(2016), Vol. 611, pp. 445-456, IPMU 2016 : Information processing and management of uncertainty in knowledge-based systems : 16th International Conference, IPMU 2016, Eindhoven, The Netherlands, June 20-24, 2016, Proceedings, Eindhoven, The Netherlands, E1-1

conference

How to improve a team's position in the FIFA ranking? A simulation study

J Lasek, Z Szlvik, M Gagolewski, S Bhulai

(2016), Vol. 43, pp. 1349-1368, Journal of Applied Statistics, London, Eng., C1-1

journal
2015

Problems and challenges of information resources producers' clustering

A Cena, M Gagolewski, R Mesiar

(2015), Vol. 9, pp. 273-284, Journal of Informetrics, Amsterdam, The Netherlands, C1-1

journal

OM3: Ordered maxitive, minitive, and modular aggregation operators - Axiomatic and probabilistic properties in an arity-monotonic setting

A Cena, M Gagolewski

(2015), Vol. 264, pp. 138-159, Fuzzy Sets and Systems, Milan, Italy, E1-1

conference

Sugeno integral-based confidence intervals for the theoretical h-index

M Gagolewski

(2015), Vol. 315, pp. 233-240, SMPS 2014 : Strengthening Links Between Data Analysis and Soft Computing : Proceedings of the 7th International Conference on Soft Methods in Probability and Statistics. 2014, Warsaw, Poland, E1-1

conference

Spread measures and their relation to aggregation functions

M Gagolewski

(2015), Vol. 241, pp. 469-477, European Journal of Operational Research, Amsterdam, The Netherlands, C1-1

journal

Predictive efficacy of a new association football league format in Polish Ekstraklasa

J Lasek, M Gagolewski

(2015), Vol. 1970, pp. 1-9, MLSA 2015 : CEUR Workshop Proceedings: Proceedings of the 2nd Workshop on Machine Learning and Data Mining for Sports Analytics co-located with 2015 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2015), Porto, Portugal, E1-1

conference

The winning solution to the AAIA'15 data mining competition: Tagging firefighter activities at a fire scene

J Lasek, M Gagolewski

(2015), pp. 375-380, FedCSIS 2015 : Proceedings of the 2015 Federated Conference on Computer Science and Information Systems, ?d?, Poland, E1-1

conference

The use of fuzzy relations in the assessment of information resources producers' performance

M Gagolewski, J Lasek

(2015), Vol. 323, pp. 289-300, IS' 2014 : Intelligent Systems' 2014 : Proceedings of the 7th IEEE International Conference Intelligent Systems IS?2014, September 24?26, 2014, Warsaw, Poland, Volume 2: Tools, Architectures, Systems, Applications, Warsaw, Poland, E1-1

conference

Learning experts' preferences from informetric data

Marek Gagolewski, Jan Lasek

(2015), Vol. 89, pp. 484-491, IFSA and EUSFLAT 2019 : Proceedings of the 2015 Combined Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology, Gijon, Spain, E1-1

conference

Normalized WDpWAM and WDpOWA spread measures

Marek Gagolewski

(2015), Vol. 89, pp. 210-216, IFSA and EUSFLAT 2019 : Proceedings of the 2015 Combined Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology, Gijon, Spain, E1-1

conference

A K-means-like algorithm for informetric data clustering

Anna Cena, Marek Gagolewski

(2015), Vol. 89, pp. 536-543, IFSA and EUSFLAT 2019 : Proceedings of the 2015 Combined Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology, Gijon, Spain, E1-1

conference

Detecting similarity of R functions via a fusion of multiple heuristic methods

Maciej Bartoszuk, Marek Gagolewski

(2015), Vol. 89, pp. 419-426, IFSA and EUSFLAT 2019 : Proceedings of the 2015 Combined Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology, Gijon, Spain, E1-1

conference
2014

A Fuzzy R Code similarity detection algorithm

M Bartoszuk, M Gagolewski

(2014), Vol. 444, pp. 21-30, IPMU 2014 : Information processing and management of uncertainty in knowledge-based systems : 15th international conference, IPMU 2014, Montpellier France, July 15-19, 2014 : Proceedings, Montpellier, France, E1-1

conference

Monotone measures and universal integrals in a uniform framework for the scientific impact assessment problem

M Gagolewski, R Mesiar

(2014), Vol. 263, pp. 166-174, Information Sciences, Amsterdam, The Netherlands, C1-1

journal

Piecewise linear approximation of fuzzy numbers preserving the support and core

L Coroianu, M Gagolewski, P Grzegorzewski, M Firozja, T Houlari

(2014), Vol. 443, pp. 244-253, IPMU 2014 : Information processing and management of uncertainty in knowledge-based systems : 15th international conference, IPMU 2014, Montpellier France, July 15-19, 2014 : Proceedings, Montpellier, France, E1-1

conference
2013

Nearest piecewise linear approximation of fuzzy numbers

L Coroianu, M Gagolewski, P Grzegorzewski

(2013), Vol. 233, pp. 26-51, Fuzzy Sets and Systems, Amsterdam, The Netherlands, C1

journal

On the relationship between symmetric maxitive, minitive, and modular aggregation operators

M Gagolewski

(2013), Vol. 221, pp. 170-180, Information Sciences, Amsterdam, The Netherlands, C1-1

journal

Scientific impact assessment cannot be fair

M Gagolewski

(2013), Vol. 7, pp. 792-802, Journal of Informetrics, Amsterdam, The Netherlands, C1-1

journal

OM3: Ordered maxitive, minitive, and modular aggregation operators. A simulation study (II)

A Cena, M Gagolewski

(2013), Vol. 228, pp. 105-115, AGOP 2013 : Aggregation Functions in Theory and in Practise: Proceedings of the 7th International Summer School on Aggregation Operators at the Public University of Navarra, Pamplona, Spain, July 16?20, 2013, Pamplona, Spain, E1-1

conference

OM3: Ordered maxitive, minitive, and modular aggregation operators: Axiomatic analysis under arity-dependence (I)

A Cena, M Gagolewski

(2013), Vol. 228, pp. 93-103, AGOP 2013 : Aggregation Functions in Theory and in Practise: Proceedings of the 7th International Summer School on Aggregation Operators at the Public University of Navarra, Pamplona, Spain, July 16?20, 2013, Pamplona, Spain, E1-1

conference

Statistical hypothesis test for the difference between Hirsch indices of two pareto-distributed random samples

M Gagolewski

(2013), Vol. 190, pp. 359-367, SMPS 2012 : Synergies of Soft Computing and Statistics for Intelligent Data Analysis, Konstanz, Germany, E1-1

conference
2012

Aggregating different paper quality measures with a generalized h-index

M Gagolewski, R Mesiar

(2012), Vol. 6, pp. 566-579, Journal of Informetrics, Amsterdam, The Netherlands, C1-1

journal

On the relation between effort-dominating and symmetric minitive aggregation operators

M Gagolewski

(2012), Vol. 299, pp. 276-285, IPMU 2012 : Advances in computational intelligence : 14th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2012, Catania, Italy, July 9-13, 2012, Proceedings. Part III, Catania, Italy, E1-1

conference
2011

Axiomatic characterizations of (quasi-) L-statistics and S-statistics and the producer assessment problem

M Gagolewski, P Grzegorzewski

(2011), Vol. 1, pp. 53-58, EUSFLAT and LFA 2011 : Combined proceedings of the 7th Conference of the European Society for Fuzzy Logic and Technology and French Days on Fuzzy Logic and Applications, Aix-Les-Bains, France, E1-1

conference

Possibilistic analysis of arity-monotonic aggregation operators and its relation to bibliometric impact assessment of individuals

M Ga?golewski, P Grzegorzewski

(2011), Vol. 52, pp. 1312-1324, IFSA and EUSFLAT 2009 : Proceedings of the International Fuzzy Systems Association and The European Society for Fuzzy Logic and Technology combined conference, Lisbon, Portugal, E1-1

conference

Bibliometric impact assessment with R and the CITAN package

M Gagolewski

(2011), Vol. 5, pp. 678-692, Journal of Informetrics, Amsterdam, The Netherlands, C1-1

journal
2010

Arity-monotonic extended aggregation operators

M Gagolewski, P Grzegorzewski

(2010), Vol. 80, pp. 693-702, Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Methods 13th International Conference, IPMU 2010, Dortmund, Germany, June 28?July 2, 2010, Dortmund, Germany, E1-1

conference

S-statistics and their basic properties

M Gagolewski, P Grzegorzewski

(2010), Vol. 77, pp. 281-288, SMPS 2010 : Proceedings of the 2010 International Conference on Soft Methods in Probability and Statistics, Oviedo, Spain, E1-1

conference
2009

A geometric approach to the construction of scientific impact indices

M Gagolewski, P Grzegorzewski

(2009), Vol. 81, pp. 617-634, Scientometrics, Berlin, Germany, C1-1

journal

Possible and necessary h-indices

M Ga?golewski, P Grzegorzewski

(2009), pp. 1691-1695, IFSA and EUSFLAT 2009 : Proceedings of the 2009 International Fuzzy Systems Association World Congress and 2009 European Society for Fuzzy Logic and Technology Combined Conference, Lisbon, Portugal, E1-1

conference

Funded Projects at Deakin

No Funded Projects at Deakin found

Supervisions

No completed student supervisions to report