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The Proposal of Undersampling Method for Learning from Imbalanced Datasets

Procedia computer science, 2019, Vol.159, p.125-134

2019

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Symptom-based early-stage differentiation between SARS-CoV-2 versus other respiratory tract infections—Upper Silesia pilot study

Scientific reports, 2021-06, Vol.11 (1), p.13580-13, Article 13580

2021

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Height Loss Is an Independent Predictor of Fracture Incidence in Postmenopausal Women: The Results from the Gliwice Osteoporosis Study (GO Study)

Biomedicines, 2023-08, Vol.11 (8), p.2231

2023

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The Impact of Environmental and Genetic Factors on Bone Quality in Monozygotic and Dizygotic Twins

Biomedicines, 2022-09, Vol.10 (10), p.2360

2022

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Applying NoSQL Data Adapter with the Learning Paths mechanism for better knowledge transfer in the age of distance learning

Procedia computer science, 2022, Vol.207, p.3330-3339

Werner, Aleksandra

2022

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Enhancement of COVID-19 symptom-based screening with quality-based classifier optimisation

Bulletin of the Polish Academy of Sciences. Technical sciences, 2021-01, Vol.69 (4)

2021

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Screening Support System Based on Patient Survey Data—Case Study on Classification of Initial, Locally Collected COVID-19 Data

Applied sciences, 2021-11, Vol.11 (22), p.10790

2021

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Tourist Activities and the Impact on Local and Regional Development

European research studies, 2023, Vol.XXVI (Issue 4), p.268-279

Werner, Aleksandra

2023

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Key Challenges Facing the Development of Accessible Tourism, Using the Example of Szczecin in Poland

European research studies, 2023, Vol.XXVI (Issue 3), p.680-689

Werner, Aleksandra

2023

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CLEANSE – Cluster-based Undersampling Method

Procedia computer science, 2023, Vol.225, p.4541-4550

2023

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POL-RISK: an algorithm for 10-year fracture risk prediction in postmenopausal women from the RAC-OST-POL study

Polskie archiwum medycyny wewne̦trznej, 2023-03, Vol.133 (3)

2023

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Height loss in postmenopausal women predicts multiple fractures in 10-year follow-up: results from the RAC-OST-POL study

Endokrynologia polska, 2024-01, Vol.75 (1), p.95-101

2024

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Improvement of Random Undersampling to Avoid Excessive Removal of Points from a Given Area of the Majority Class

Computational Science – ICCS 2021, p.172-186

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Cost-Sensitive Feature Selection for Class Imbalance Problem

Information Systems Architecture and Technology: Proceedings of 38th International Conference on Information Systems Architecture and Technology – ISAT 2017, p.182-194

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NoSQL E-learning Laboratory—Interactive Querying of MongoDB and CouchDB and Their Conversion to a Relational Database

Man-Machine Interactions 5, p.581-592

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Enhancement of COVID-19 symptom-based screening with quality-based classifier optimisation

Bulletin of the Polish Academy of Sciences. Technical sciences, 2021-05, p.137349-137349

2021

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Hybrid Column/Row-Oriented DBMS

Man–Machine Interactions 4, p.697-707

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Standardization of NoSQL Database Languages

Beyond Databases, Architectures, and Structures, p.50-60

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Performance Aspect of the In-Memory Databases Accessed via JDBC

Beyond Databases, Architectures and Structures. Advanced Technologies for Data Mining and Knowledge Discovery, p.236-252

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No associations between rs2030712 and rs7456421 single nucleotide polymorphisms of HIPK2 gene and prevalence of chronic kidney disease. Results of a family-based study

Annals of Agricultural and Environmental Medicine, 2013, Vol.20 (1), p.131-134

2013

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XML Data Access via MOODLE Platform

Werner, Aleksandra

2012

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Extension of the MOODLE e-learning platform with database management mechanisms

3rd International Conference on Human System Interaction, 2010, p.491-495

2010

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Modification of food preferences by posthypnotic suggestions: An event-related brain potential study

Appetite, 2020-08, Vol.151, p.104713-104713, Article 104713

2020

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Buch-Aisthesis : Philologie und Gestaltungsdiskurs

2022

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Rapid spread and population genetics of Aedes japonicus japonicus (Diptera: Culicidae) in southeastern Europe (Croatia, Bosnia and Herzegovina, Serbia)

PloS one, 2020-10, Vol.15 (10), p.e0241235-e0241235

2020

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The Proposal of Undersampling Method for Learning from Imbalanced Datasets

Symptom-based early-stage differentiation between SARS-CoV-2 versus other respiratory tract infections—Upper Silesia pilot study

Height Loss Is an Independent Predictor of Fracture Incidence in Postmenopausal Women: The Results from the Gliwice Osteoporosis Study (GO Study)

The Impact of Environmental and Genetic Factors on Bone Quality in Monozygotic and Dizygotic Twins

Applying NoSQL Data Adapter with the Learning Paths mechanism for better knowledge transfer in the age of distance learning

Enhancement of COVID-19 symptom-based screening with quality-based classifier optimisation

Screening Support System Based on Patient Survey Data—Case Study on Classification of Initial, Locally Collected COVID-19 Data

Tourist Activities and the Impact on Local and Regional Development

Key Challenges Facing the Development of Accessible Tourism, Using the Example of Szczecin in Poland

CLEANSE – Cluster-based Undersampling Method

POL-RISK: an algorithm for 10-year fracture risk prediction in postmenopausal women from the RAC-OST-POL study

Height loss in postmenopausal women predicts multiple fractures in 10-year follow-up: results from the RAC-OST-POL study

Improvement of Random Undersampling to Avoid Excessive Removal of Points from a Given Area of the Majority Class

Cost-Sensitive Feature Selection for Class Imbalance Problem

NoSQL E-learning Laboratory—Interactive Querying of MongoDB and CouchDB and Their Conversion to a Relational Database

Enhancement of COVID-19 symptom-based screening with quality-based classifier optimisation

Hybrid Column/Row-Oriented DBMS

Standardization of NoSQL Database Languages

Performance Aspect of the In-Memory Databases Accessed via JDBC

No associations between rs2030712 and rs7456421 single nucleotide polymorphisms of HIPK2 gene and prevalence of chronic kidney disease. Results of a family-based study

XML Data Access via MOODLE Platform

Extension of the MOODLE e-learning platform with database management mechanisms

Modification of food preferences by posthypnotic suggestions: An event-related brain potential study

Buch-Aisthesis : Philologie und Gestaltungsdiskurs

Rapid spread and population genetics of Aedes japonicus japonicus (Diptera: Culicidae) in southeastern Europe (Croatia, Bosnia and Herzegovina, Serbia)

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