Daniel Schmidt
Monash University
H-index: 37
Oceania-Australia
Top articles of Daniel Schmidt
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Roadmap on Data-Centric Materials Science | Matthias Scheffler Stefan Bauer Peter Benner Tristan Bereau Volker Blum | 2024/3/1 | |
PmxPred: A data-driven approach for the identification of active polymyxin analogues against gram-negative bacteria | Computers in Biology and Medicine | Xiaoyu Wang Nitin Patil Fuyi Li Zhikang Wang Haolan Zhan | 2024/1/1 |
Bayes beats Cross Validation: Efficient and Accurate Ridge Regression via Expectation Maximization | Advances in Neural Information Processing Systems | Shu Yu Tew Mario Boley Daniel Schmidt | 2024/2/13 |
Genetic and environmental causes of variation in an automated breast cancer risk factor based on mammographic textures | Cancer Epidemiology, Biomarkers & Prevention | Zhoufeng Ye Gillian S Dite Tuong L Nguyen Robert J MacInnis Daniel F Schmidt | 2024/2/6 |
Prevalidated ridge regression is a highly-efficient drop-in replacement for logistic regression for high-dimensional data | arXiv preprint arXiv:2401.15610 | Angus Dempster Geoffrey I Webb Daniel F Schmidt | 2024/1/28 |
Local and global trend Bayesian exponential smoothing models | International Journal of Forecasting | Slawek Smyl Christoph Bergmeir Alexander Dokumentov Xueying Long Erwin Wibowo | 2024/4/18 |
AutoCumulus: an Automated Mammographic Density Measure Created Using Artificial Intelligence | medRxiv | Osamah Al-qershi Tuong L Nguyen Michael E Elliott Daniel F Schmidt Enes Makalic | 2024 |
An approach to multiple comparison benchmark evaluations that is stable under manipulation of the comparate set | arXiv preprint arXiv:2305.11921 | Ali Ismail-Fawaz Angus Dempster Chang Wei Tan Matthieu Herrmann Lynn Miller | 2023/5/19 |
SETAR-Tree: a novel and accurate tree algorithm for global time series forecasting | Machine Learning | Rakshitha Godahewa Geoffrey I Webb Daniel Schmidt Christoph Bergmeir | 2023/7 |
Using DEPendency of Association on the Number of Top Hits (DEPTH) as a Complementary Tool to Identify Novel Colorectal Cancer Susceptibility Loci | Cancer Epidemiology, Biomarkers & Prevention | John Lai Chi Kuen Wong Daniel F Schmidt Miroslaw K Kapuscinski Karen Alpen | 2023/9/1 |
From Prediction to Action: Critical Role of Performance Estimation for Machine-Learning-Driven Materials Discovery | arXiv e-prints | Mario Boley Felix Luong Simon Teshuva Daniel F Schmidt Lucas Foppa | 2023/11 |
Brain model state space reconstruction using an LSTM neural network | Journal of Neural Engineering | Yueyang Liu Artemio Soto-Breceda Philippa Karoly David B Grayden Yun Zhao | 2023/6/1 |
Causal relationships between breast cancer mammogram risk scores based on textural features and density | Zhoufeng Ye Tuong L Nguyen Gillian S Dite Robert J MacInnis Daniel F Schmidt | 2023/2/9 | |
Hydra: Competing convolutional kernels for fast and accurate time series classification | Data Mining and Knowledge Discovery | Angus Dempster Daniel F Schmidt Geoffrey I Webb | 2023/9 |
Causal relationships between breast cancer risk factors based on mammographic features | Breast Cancer Research | Zhoufeng Ye Tuong L Nguyen Gillian S Dite Robert J MacInnis Daniel F Schmidt | 2023/10/25 |
Computing Marginal and Conditional Divergences between Decomposable Models with Applications | Loong Kuan Lee Geoffrey I Webb Daniel F Schmidt Nico Piatkowski | 2023/12/1 | |
IEA | International Journal of Epidemiology | Reza Ghiasvand Leon AM Berge Bettina K Andreassen Jo S Stenehjem Trond Heir | 2022 |
Maximum likelihood estimation of the Weibull distribution with reduced bias | Statistics and Computing | Enes Makalic Daniel F Schmidt | 2023/6 |
QUANT: A Minimalist Interval Method for Time Series Classification | arXiv preprint arXiv:2308.00928 | Angus Dempster Daniel F Schmidt Geoffrey I Webb | 2023/8/2 |
Time series adversarial attacks: an investigation of smooth perturbations and defense approaches | International Journal of Data Science and Analytics | Gautier Pialla Hassan Ismail Fawaz Maxime Devanne Jonathan Weber Lhassane Idoumghar | 2023/10/24 |
