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Mining Massive Hierarchical Data Using a Scalable Probabilistic Graphical Model

Autor: AlJadda, Khalifeh, Korayem, Mohammed, Ortiz, Camilo, Grainger, Trey, Miller, John A., Rasheed, Khaled, Kochut, Krys J., York, William S., Ranzinger, Rene, Porterfield, Melody

Probabilistic Graphical Models (PGM) are very useful in the fields of machine learning and data mining. The crucial limitation of those models,however, is the scalability. The Bayesian Network, which is one of the most common PGMs used in machine lea

Externí odkaz: http://arxiv.org/abs/1512.08525

Mining massive hierarchical data using a scalable probabilistic graphical model

Autor: AlJadda, Khalifeh, Korayem, Mohammed, Ortiz, Camilo, Grainger, Trey, Miller, John A., Rasheed, Khaled M., Kochut, Krys J., Peng, Hao, York, William S., Ranzinger, Rene, Porterfield, Melody

Publikováno v: In Information Sciences January 2018 425:62-75

A Feasibility Study of the Usefulness of the TEMPS-A Scale in Assessing Affective Temperament in Athletes

Autor: Białczyk, K, Kłopocki, J, Kryś, J, Jaskulski, M, Lewandowska, A, Szafkowski, R, Ogurkowski, K, Pheby, D, Morten, K, Jaracz, M

Publikováno v: Medicina; Volume 58; Issue 2; Pages: 195

Background and objectives: Current studies show an important role of affective temperament in sport performance. The aim of this study was to assess the feasibility of the use of the TEMPS-A scale, by using it to examine five dimensions of affective

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f08c70a8079d198206a94c7c46db227d
https://pubmed.ncbi.nlm.nih.gov/35208519

Comparison of reorganized versus unaltered cardiology departments during the COVID-19 era: A subanalysis of the COV-HF-SIRIO 6 study.

Autor: Ostrowska M; Collegium Medicum, Nicolaus Copernicus University, Bydgoszcz, Poland. m.ostrowska@cm.umk.pl., Kasprzak M; Collegium Medicum, Nicolaus Copernicus University, Bydgoszcz, Poland., Stolarek W; Collegium Medicum, Nicolaus Copernicus University, Bydgoszcz, Poland., Grzelakowska K; Collegium Medicum, Nicolaus Copernicus University, Bydgoszcz, Poland., Kryś J; Collegium Medicum, Nicolaus Copernicus University, Bydgoszcz, Poland., Kubica A; Collegium Medicum, Nicolaus Copernicus University, Bydgoszcz, Poland., Adamski P; Collegium Medicum, Nicolaus Copernicus University, Bydgoszcz, Poland., Podhajski P; Collegium Medicum, Nicolaus Copernicus University, Bydgoszcz, Poland., Navarese EP; Collegium Medicum, Nicolaus Copernicus University, Bydgoszcz, Poland., Anielska-Michalak E; Department of Cardiology, Marian Zyndram-Kościałkowski Ministry of Interior and Administration Hospital, Białystok, Poland., Matuszewska-Brycht O; Department of Cardiology, Chair of Cardiology and Cardiac Surgery, Medical University of Lodz, Poland., Curzytek A; Department of Cardiology, Hospital of the Ministry of Interior and Administration, Rzeszów, Poland., Dudek A; 1st Department of Cardiology, Collegium Medicum, Jan Kochanowski University, Kielce, Poland., Gromadziński L; Department of Cardiology and Internal Medicine, School of Medicine, Collegium Medicum, University of Warmia and Mazury, Olsztyn, Poland., Grzelakowski P; Department of Cardiology and Cardiac Surgery, 10th Military Hospital and Polyclinic, Bydgoszcz, Poland., Kamiński L; Department of Cardiology Independent Public Healthcare in Przeworsk, Poland., Kleinrok A; Institute of Humanities and Medicine, Academy of Zamosc, Poland., Kostkiewicz M; Cardiology Department, Medical Care Center, Jaroslaw, Poland., Koziński M; Department of Cardiology and Internal Diseases, Institute of Maritime and Tropical Medicine, Medical University of Gdansk, Gdynia, Poland., Król P; Department of Cardiology, Tertiary Care Hospital, Ciechanow, Poland., Kulawik T; Department of Cardiology, Masovian Rehabilitation Center, Pruszkow, Poland., Minczew G; Department of Cardiology, District Hospital, Tuchola, Poland., Mindykowski M; Department of Cardiology, Dr. Emil Warmiński Tertiary Care Municipal Hospital, Bydgoszcz, Poland., Pawlak A; Department of Invasive Cardiology, Central Clinical Hospital of the Ministry of Interior and Administration, Warsaw, Poland.; Mossakowski Medical Research Institute, Polish Academy of Sciences, Warsaw, Poland., Prokopczuk J; Department of Cardiology, Polish Hospitals, Kedzierzyn Kozle, Poland., Skonieczny G; Department of Cardiology and Intensive Cardiac Care Unit, District Polyclinic Hospital, Torun, Poland., Sobkowicz B; Department of Cardiology, Medical University in Bialystok, Poland., Sowiński S; Department of Cardiology and Cardiac Intensive Care, Tertiary Care Municipal Hospital, Torun, Poland., Stankala S; Cardiology Subdivision of Heart Failure, St. Elizabeth Hospital, Biala, Poland., Szymański P; Department of Cardiology, Interventional Cardiology and Electrophysiology with Cardiac Intensive Care Unit, Tertiary Care Hospital in Grudziadz, Poland., Wester A; 1st Department of Physiology, Institute of Medical Sciences, University of Opole, Poland.; Cardiology Center, SCANMED SA,, Kluczbork, Poland., Wilczewski P; Department of Cardiology, Polish Hospitals, Sztum, Poland., Bartuś S; 2nd Department of Cardiology, Collegium Medicum, Jagiellonian University, Krakow, Poland., Budaj A; Department of Cardiology, Center of Postgraduate Medical Education, Grochowski Hospital, Warsaw, Poland., Gajda R; Department of Kinesiology and Health Prevention, Jan Dlugosz University in Czestochowa, Poland.; Gajda-Med District Hospital, Pultusk, Poland., Gąsior M; 3rd Department of Cardiology, Silesian Center for Heart Diseases, Faculty of Medicine in Zabrze, Medical University of Silesia, Zabrze, Poland., Gruchała M; 1st Department of Cardiology, Medical University of Gdansk, Poland., Drożdż J; Department of Cardiology, Chair of Cardiology and Cardiac Surgery, Medical University of Lodz, Poland., Jaguszewski M; 1st Department of Cardiology, Medical University of Gdansk, Poland., Jankowski P; Department of Internal Medicine and Geriatric Cardiology, Centre of Postgraduate Medical Education, Warsaw, Poland., Legutko J; Department of Interventional Cardiology, Institute of Cardiology, Jagiellonian University Medical College, John Paul II Hospital in Krakow, Poland., Lesiak M; Department of Cardiology, Poznan University of Medical Sciences, Poznan, Poland., Leszek P; Department of Heart Failure and Transplantology, National Institute of Cardiology, Warsaw, Poland., Mitkowski P; Department of Cardiology, Poznan University of Medical Sciences, Poznan, Poland., Nessler J; Department of Coronary Artery Disease and Heart Failure, Institute of Cardiology, Jagiellonian University Medical College, Krakow, Poland., Tomaszuk-Kazberuk A; Department of Cardiology, Medical University in Bialystok, Poland., Tycińska A; Department of Cardiology, Medical University in Bialystok, Poland., Zdrojewski T; Department of Arterial Hypertension and Diabetology, Medical University of Gdansk, Poland., Kaźmierczak J; Department of Cardiology, Pomeranian Medical University, Szczecin, Poland., Kubica J; Collegium Medicum, Nicolaus Copernicus University, Bydgoszcz, Poland.

Publikováno v: Cardiology journal [Cardiol J] 2023; Vol. 30 (3), pp. 344-352. Date of Electronic Publication: 2023 Jan 18.