Multi-step forecasting for big data time series based on ensemble learning

Autor: Galicia, A., Talavera-Llames, R., Troncoso, A., Koprinska, I., Martínez-Álvarez, F.

Publikováno v: In Knowledge-Based Systems 1 January 2019 163:830-841

TrackSOM: Mapping immune response dynamics through clustering of time-course cytometry data.

Autor: Putri GH; School of Computer Science, The University of Sydney, Sydney, New South Wales, Australia.; Charles Perkins Centre, The University of Sydney, Sydney, New South Wales, Australia., Chung J; The Westmead Initiative, The University of Sydney, Sydney, New South Wales, Australia.; Viral Immunopathology Laboratory, Discipline of Pathology, School of Medical Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia., Edwards DN; The Westmead Initiative, The University of Sydney, Sydney, New South Wales, Australia.; School of Medical Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia., Marsh-Wakefield F; The Westmead Initiative, The University of Sydney, Sydney, New South Wales, Australia.; School of Medical Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia.; Vascular Immunology Unit, Department of Pathology, The University of Sydney, Sydney, New South Wales, Australia.; Sydney Cytometry Core Research Facility, The University of Sydney and Centenary Institute, Sydney, New South Wales, Australia., Koprinska I; The Westmead Initiative, The University of Sydney, Sydney, New South Wales, Australia., Dervish S; School of Medical Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia., King NJC; The Westmead Initiative, The University of Sydney, Sydney, New South Wales, Australia.; School of Medical Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia.; Sydney Institute for Infectious Diseases, The University of Sydney, Sydney, New South Wales, Australia.; Sydney Nano, The University of Sydney, Sydney, New South Wales, Australia., Ashhurst TM; The Westmead Initiative, The University of Sydney, Sydney, New South Wales, Australia.; Vascular Immunology Unit, Department of Pathology, The University of Sydney, Sydney, New South Wales, Australia.; Sydney Institute for Infectious Diseases, The University of Sydney, Sydney, New South Wales, Australia.; Sydney Nano, The University of Sydney, Sydney, New South Wales, Australia., Read MN; Charles Perkins Centre, The University of Sydney, Sydney, New South Wales, Australia.; The Westmead Initiative, The University of Sydney, Sydney, New South Wales, Australia.; Viral Immunopathology Laboratory, Discipline of Pathology, School of Medical Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia.

Publikováno v: Cytometry. Part A : the journal of the International Society for Analytical Cytology [Cytometry A] 2023 Jan; Vol. 103 (1), pp. 54-70. Date of Electronic Publication: 2022 Jul 19.

Ideas Worth Spreading: A Free Energy Proposal for Cumulative Cultural Dynamics

Autor: Kastel, N., Hesp, C., Kamp, M., Koprinska, I., Bibal, A., Bouadi, T., Frénay, B., Galárraga, L., Oramas, J., Adilova, L.

Publikováno v: Machine Learning and Principles and Practice of Knowledge Discovery in Databases: International Workshops of ECML PKDD 2021, virtual event, September 13-17, 2021 : proceedings, I, 784-798
Communications in Computer and Information Science ISBN: 9783030937355

While there is a fast growing body of theoretical work on characterizing cumulative culture, quantifiable models underlining its dynamics remain scarce. This paper provides an active-inference formalization and accompanying simulations of cumulative

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::ff830de4d5aa3f8089298a432057a151
https://doi.org/10.1007/978-3-030-93736-2_55

The Contribution of Nutrients of Concern to the Diets of 18-to-30-Year-Old Australians from Food Prepared Outside Home Differs by Food Outlet Types: The MYMeals Cross-Sectional Study.

Autor: Nassif E; Discipline of Nutrition and Dietetics, Susan Wakil School of Nursing and Midwifery, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW 2006, Australia.; Charles Perkins Centre, The University of Sydney, Sydney, NSW 2006, Australia., Davies A; Discipline of Nutrition and Dietetics, Susan Wakil School of Nursing and Midwifery, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW 2006, Australia.; Charles Perkins Centre, The University of Sydney, Sydney, NSW 2006, Australia., Bente KB; School of Computer Science, The University of Sydney, Sydney, NSW 2006, Australia., Wellard-Cole L; Discipline of Nutrition and Dietetics, Susan Wakil School of Nursing and Midwifery, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW 2006, Australia.; Cancer Prevention and Advocacy Division, Cancer Council NSW, Sydney, NSW 2011, Australia., Jung J; School of Computer Science, The University of Sydney, Sydney, NSW 2006, Australia., Kay J; School of Computer Science, The University of Sydney, Sydney, NSW 2006, Australia., Hughes C; Cancer Prevention and Advocacy Division, Cancer Council NSW, Sydney, NSW 2011, Australia., Koprinska I; School of Computer Science, The University of Sydney, Sydney, NSW 2006, Australia., Watson WL; Cancer Prevention and Advocacy Division, Cancer Council NSW, Sydney, NSW 2011, Australia., Yacef K; School of Computer Science, The University of Sydney, Sydney, NSW 2006, Australia., Chapman K; Macular Disease Foundation of Australia, Sydney, NSW 2000, Australia., Rangan A; Discipline of Nutrition and Dietetics, Susan Wakil School of Nursing and Midwifery, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW 2006, Australia.; Charles Perkins Centre, The University of Sydney, Sydney, NSW 2006, Australia., Bauman A; Charles Perkins Centre, The University of Sydney, Sydney, NSW 2006, Australia.; Prevention Research Centre, School of Public Health, The University of Sydney, Sydney, NSW 2006, Australia., Ni Mhurchu C; National Institute for Health Innovation, The University of Auckland, Auckland 1023, New Zealand., Allman-Farinelli M; Discipline of Nutrition and Dietetics, Susan Wakil School of Nursing and Midwifery, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW 2006, Australia.; Charles Perkins Centre, The University of Sydney, Sydney, NSW 2006, Australia.

Publikováno v: Nutrients [Nutrients] 2022 Sep 11; Vol. 14 (18). Date of Electronic Publication: 2022 Sep 11.

The Contribution of Foods Prepared Outside the Home to the Diets of 18- to 30-Year-Old Australians: The MYMeals Study.

Autor: Wellard-Cole L; Charles Perkins Centre, Nutrition and Dietetics Group, School of Life and Environmental Sciences, The University of Sydney, Sydney, NSW 2006, Australia.; Cancer Prevention and Advocacy Division, Cancer Council NSW, Sydney, NSW 2011, Australia., Davies A; Charles Perkins Centre, Nutrition and Dietetics Group, School of Life and Environmental Sciences, The University of Sydney, Sydney, NSW 2006, Australia., Chen J; Charles Perkins Centre, Nutrition and Dietetics Group, School of Life and Environmental Sciences, The University of Sydney, Sydney, NSW 2006, Australia., Jung J; School of Computer Science, The University of Sydney, Sydney, NSW 2006, Australia., Bente KB; School of Computer Science, The University of Sydney, Sydney, NSW 2006, Australia., Kay J; School of Computer Science, The University of Sydney, Sydney, NSW 2006, Australia., Watson WL; Cancer Prevention and Advocacy Division, Cancer Council NSW, Sydney, NSW 2011, Australia., Hughes C; Cancer Prevention and Advocacy Division, Cancer Council NSW, Sydney, NSW 2011, Australia., Rangan A; Charles Perkins Centre, Nutrition and Dietetics Group, School of Life and Environmental Sciences, The University of Sydney, Sydney, NSW 2006, Australia., Yacef K; School of Computer Science, The University of Sydney, Sydney, NSW 2006, Australia., Koprinska I; School of Computer Science, The University of Sydney, Sydney, NSW 2006, Australia., Chapman K; Heart Foundation of Australia, Sydney, NSW 2011, Australia., Wong NT; Charles Perkins Centre, Nutrition and Dietetics Group, School of Life and Environmental Sciences, The University of Sydney, Sydney, NSW 2006, Australia., Gemming L; Charles Perkins Centre, Nutrition and Dietetics Group, School of Life and Environmental Sciences, The University of Sydney, Sydney, NSW 2006, Australia., Ni Mhurchu C; National Institute for Health Innovation, The University of Auckland, Auckland 1023, New Zealand.; The George Institute for Global Health, Newtown, NSW 2042, Australia.; The University of New South Wales, Kensington, NSW 2052, Australia., Bauman A; Prevention Research Centre, School of Public Health, The University of Sydney, Sydney, NSW 2006, Australia., Allman-Farinelli M; Charles Perkins Centre, Nutrition and Dietetics Group, School of Life and Environmental Sciences, The University of Sydney, Sydney, NSW 2006, Australia.

Publikováno v: Nutrients [Nutrients] 2021 May 21; Vol. 13 (6). Date of Electronic Publication: 2021 May 21.