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M

Marek Śmieja

jagiellonian university

16H-index
117Paper Count
1.4KCitation Count
Published Papers 21
Publication Date
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HyConEx: Hypernetwork classifier with counterfactual explanations for tabular data
errNeurocomputing
IF6.5
err2026-01-16
err0
PREAI
errPatryk Marszałek; Kamil Książek; Oleksii Furman; Ulvi Movsum-zada; Przemysław Spurek; Marek Śmieja
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Optimising network efficiency in an epidemic scenario
errSocial Network Analysis and Mining
IF2.8
err2025-12-11
err0
PREAI
errProszewska, Magdalena; Bujak, Michal; Kucharski, Rafal; Tabor, Jacek; Smieja, Marek
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Augmentation-aware self-supervised learning with conditioned projector
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2024-12-01
err0
errOAAI
errPrzewiezlikowski, Marcin; Pyla, Mateusz; Zielinski, Bartosz; Twardowski, Bartlomiej; Tabor, Jacek; Smieja, Marek
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ADMET-PrInt: Evaluation of ADMET Properties: Prediction and Interpretation
errJOURNAL OF CHEMICAL INFORMATION AND MODELING
IF5.3
err2024-02-19
err1
PREAI
errJamrozik, Ewelina; Smieja, Marek; Podlewska, Sabina
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Zero time waste in pre-trained early exit neural networks
errNEURAL NETWORKS
IF6.3
err2023-11-01
err2
errOAAI
errWojcik, Bartosz; Przewiezlikowski, Marcin; Szatkowski, Filip; Wolczyk, Maciej; Balazy, Klaudia; Krzepkowski, Bartlomiej; Podolak, Igor; Tabor, Jacek; Smieja, Marek; Trzcinski, Tomasz
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SLOVA: Uncertainty estimation using single label one-vs-all classifier
errAPPLIED SOFT COMPUTING
IF6.6
err2022-09-01
err4
errOAAI
errWojcik, Bartosz; Grela, Jacek; Smieja, Marek; Misztal, Krzysztof; Tabor, Jacek
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errSave
Pharmacoprint: A Combination of a Pharmacophore Fingerprint and Artificial Intelligence as a Tool for Computer-Aided Drug Design
errJOURNAL OF CHEMICAL INFORMATION AND MODELING
IF5.3
err2021-09-22
err12
errOAAI
errWarszycki, Dawid; Struski, Lukasz; Smieja, Marek; Kafel, Rafal; Kurczab, Rafal
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errSave
SeGMA: Semi-Supervised Gaussian Mixture Autoencoder
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2021-09-01
err15
errOAAI
errSmieja, Marek; Wolczyk, Maciej; Tabor, Jacek; Geiger, Bernhard C.
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errSave
A classification-based approach to semi-supervised clustering with pairwise constraints
errNEURAL NETWORKS
IF6.3
err2020-07-01
err24
PREAI
errSmieja, Marek; Struski, Lukasz; Figueiredo, Mario A. T.
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errSave
Generalized RBF kernel for incomplete data
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2019-06-01
err17
errOAAI
errSmieja, Marek; Struski, Lukasz; Tabor, Jacek; Marzec, Mateusz
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Projected memory clustering
errPATTERN RECOGNITION LETTERS
IF3.3
err2019-05-01
err0
PREAI
errStruski, Lukasz; Spurek, Przemyslaw; Tabor, Jacek; Smieja, Marek
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errSave
Fast independent component analysis algorithm with a simple closed-form solution
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2018-12-01
err11
PREAI
errSpurek, P.; Tabor, J.; Struski, L.; Smieja, M.
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errSave
Semi-supervised discriminative clustering with graph regularization
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2018-07-01
err18
PREAI
errSmieja, Marek; Myronov, Oleksandr; Tabor, Jacek
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Pain begets pain. When marathon runners are not in pain anymore, they underestimate their memory of marathon pain--A mediation analysis
errEUROPEAN JOURNAL OF PAIN
IF3.4
err2017-12-22
err11
PREAI
errBabel, P.; Bajcar, E. A.; Smieja, M.; Adamczyk, W.; Swider, K.; Kicman, P.; Lisinska, N.
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errSave
Semi-supervised model-based clustering with controlled clusters leakage
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2017-11-01
err9
errOAAI
errSmieja, Marek; Struski, Lukasz; Tabor, Jacek
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errSave
SVM with a neutral class
errPATTERN ANALYSIS AND APPLICATIONS
IF2
err2017-10-07
err13
errOAAI
errSmieja, Marek; Tabor, Jacek; Spurek, Przemyslaw
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errSave
R Package CEC
errNEUROCOMPUTING
IF6.5
err2017-05-01
err6
PREAI
errSpurek, P.; Kamieniecki, K.; Tabor, J.; Misztal, K.; Smieja, M.
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errSave
Practical application of the Average Information Content Maximization (AIC-MAX) algorithm: selection of the most important structural features for serotonin receptor ligands
errMOLECULAR DIVERSITY
IF3.8
err2017-02-09
err2
errOAAI
errWarszycki, Dawid; Smieja, Marek; Kafel, Rafal
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errSave
Stability of H1N1 swine influenza virus for culture, DFA and multiplex molecular testing using UTM-RT and flocked swabs
errJOURNAL OF CLINICAL VIROLOGY
IF3.4
err2009-09-01
err0
PREAI
errMahony, J.; Castriciano, S.; Chong, S.; Luinstra, K.; Petric, A.; Smieja, M.
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errSave
Plasma concentrations and genetic variation of matrix metalloproteinase 9 and prognosis of patients with cardiovascular disease
errCIRCULATION
IF38.6
err2003-04-01
err728
errOAAI
errBlankenberg, S; Rupprecht, HJ; Poirier, O; Bickel, C; Smieja, M; Hafner, G; Meyer, J; Cambien, F; Tiret, L
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errSave

Research Directions

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Co-authors
Cooperation Journals
S
Stefan Blankenberg
H-index: 118 · Papers: 1.3K
F
François Cambien
H-index: 95 · Papers: 485
L
Laurence Tiret
H-index: 81 · Papers: 288
M
Mário A. T. Figueiredo
H-index: 55 · Papers: 395
O
Odette Poirier
H-index: 55 · Papers: 188
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