Probability of default estimation, with a reject option

Autor: Tias Guns, Lize Coenen, Ahmed K. A. Abdullah

Publikováno v: DSAA

Many companies, such as credit granting companies, have to decide on granting or denying customer or invoice loans on a daily basis. Increasingly, machine learning is used to learn probability-of-default models from previously granted cases and, thus

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::4bd04f1461519abe04fc144bcf9aa524
https://doi.org/10.1109/dsaa49011.2020.00058

Advances in Knowledge Discovery and Data Mining, 17th Pacific-Asia Conference, PAKDD 2013, Gold Coast, Australia, April 14-17, 2013, Proceedings, Part II

Autor: Xu, G

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=od_______363::454515ae0e1e9c483674a308af3edd5b
https://hdl.handle.net/10453/33778

LightDPH: Lightweight Dual-Projection-Head Hierarchical Contrastive Learning for Skin Lesion Classification.

Autor: Hsu BW; Institute of Computer Science and Engineering, National Yang Ming Chiao Tung University, No. 1001, Daxue Rd., Hsinchu City, 300093 Taiwan Republic of China., Tseng VS; Institute of Computer Science and Engineering, National Yang Ming Chiao Tung University, No. 1001, Daxue Rd., Hsinchu City, 300093 Taiwan Republic of China.; Department of Computer Science, National Yang Ming Chiao Tung University, No. 1001, Daxue Rd., Hsinchu City, 300093 Taiwan Republic of China.

Publikováno v: Journal of healthcare informatics research [J Healthc Inform Res] 2024 Oct 01; Vol. 8 (4), pp. 619-639. Date of Electronic Publication: 2024 Oct 01 (Print Publication: 2024).

Evaluating a Natural Language Processing-Driven, AI-Assisted International Classification of Diseases, 10th Revision, Clinical Modification, Coding System for Diagnosis Related Groups in a Real Hospital Environment: Algorithm Development and Validation Study.

Autor: Dai HJ; Intelligent System Lab, College of Electrical Engineering and Computer Science, Department of Electrical Engineering, National Kaohsiung University of Science and Technology, Kaohsiung, Taiwan.; National Institute of Cancer Research, National Health Research Institutes, Tainan, Taiwan.; Center for Big Data Research, Kaohsiung Medical University, Kaohsiung, Taiwan., Wang CK; Intelligent System Lab, College of Electrical Engineering and Computer Science, Department of Electrical Engineering, National Kaohsiung University of Science and Technology, Kaohsiung, Taiwan.; Department of Computer Science, National Yang Ming Chiao Tung University, Hsinchu, Taiwan.; Advanced Technology Laboratory, Chunghwa Telecom Laboratories, Taoyuan, Taiwan., Chen CC; Electromagnetic Sensing Control and AI Computing System Laboratory, Department of Electrical Engineering, College of Electrical Engineering and Computer Science, National Kaohsiung University of Science and Technology, Kaohsiung, Taiwan., Liou CS; Intelligent System Lab, College of Electrical Engineering and Computer Science, Department of Electrical Engineering, National Kaohsiung University of Science and Technology, Kaohsiung, Taiwan., Lu AT; School of Post-Baccalaureate Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan., Lai CH; Intelligent System Lab, College of Electrical Engineering and Computer Science, Department of Electrical Engineering, National Kaohsiung University of Science and Technology, Kaohsiung, Taiwan., Shain BT; Intelligent System Lab, College of Electrical Engineering and Computer Science, Department of Electrical Engineering, National Kaohsiung University of Science and Technology, Kaohsiung, Taiwan., Ke CR; Intelligent System Lab, College of Electrical Engineering and Computer Science, Department of Electrical Engineering, National Kaohsiung University of Science and Technology, Kaohsiung, Taiwan., Wang WYC; Waikato Management School, University of Waikato, Hamilton, New Zealand., Mir TH; Intelligent System Lab, College of Electrical Engineering and Computer Science, Department of Electrical Engineering, National Kaohsiung University of Science and Technology, Kaohsiung, Taiwan., Simanjuntak M; Intelligent System Lab, College of Electrical Engineering and Computer Science, Department of Electrical Engineering, National Kaohsiung University of Science and Technology, Kaohsiung, Taiwan., Kao HY; Department of Healthcare Administration and Medical Informatics, College of Health Sciences, Kaohsiung Medical University, Kaohsiung, Taiwan., Tsai MJ; Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan., Tseng VS; Department of Computer Science, National Yang Ming Chiao Tung University, Hsinchu, Taiwan.

Publikováno v: Journal of medical Internet research [J Med Internet Res] 2024 Sep 20; Vol. 26, pp. e58278. Date of Electronic Publication: 2024 Sep 20.

Automatic 3D left atrial strain extraction framework on cardiac computed tomography.

Autor: Chen L; Institute of Hospital and Health Care Administration, National Yang Ming Chiao Tung University, Taipei, Taiwan., Huang SH; Division of Cardiology, Department of Internal Medicine, National Yang Ming Chiao Tung University Hospital, No. 169, Xiao-She Road, Yilan, Taiwan. Electronic address: h8368@ms8.hinet.net., Wang TH; Institute of Hospital and Health Care Administration, National Yang Ming Chiao Tung University, Taipei, Taiwan., Tseng VS; Department of Computer Science, National Yang Ming Chiao Tung University, Hsinchu, Taiwan., Tsao HM; Division of Cardiology, Department of Internal Medicine, National Yang Ming Chiao Tung University Hospital, No. 169, Xiao-She Road, Yilan, Taiwan; School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan., Tang GJ; Institute of Hospital and Health Care Administration, National Yang Ming Chiao Tung University, Taipei, Taiwan.

Publikováno v: Computer methods and programs in biomedicine [Comput Methods Programs Biomed] 2024 Jul; Vol. 252, pp. 108236. Date of Electronic Publication: 2024 May 18.