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Academic Articles & Research Papers
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Bernd Bischl, Michel Lang, Lars Kotthoff, Patrick Schratz et al. (2013)
Interface to a large number of classification and regression techniques, including machine-readable parameter descriptions. There is also an experimental extension for survival analysis, clustering and general, example-specific cost-sensiti...
OPENALEX
Open Access
DOI: https://doi.org/10.32614/cran.package.mlr
Naga Ramesh Palakurti, Nageswararao Kanchepu • Advances in systems analysis, software engineering, and high performance computing book series
(2024)
This chapter delves into the core principles of machine learning, offering practical insights for effective data processing. From foundational concepts to advanced techniques, the narrative unfolds as a comprehensive guide for harnessing th...
OPENALEX
DOI: https://doi.org/10.4018/979-8-3693-2909-2.ch002
Xian‐Da Zhang • Springer eBooks
(2020)
OPENALEX
DOI: https://doi.org/10.1007/978-981-15-2770-8_6
Gopinath Rebala, Ajay Ravi, Sanjay Churiwala • Springer eBooks
(2019)
OPENALEX
DOI: https://doi.org/10.1007/978-3-030-15729-6
Tom M. Mitchell, Jaime G. Carbonell, Ryszard S. Michalski • Kluwer international series in engineering and computer science
(1986)
OPENALEX
DOI: https://doi.org/10.1007/978-1-4613-2279-5
Han S, Li J, Yang W, Wei Q et al. • Cell discovery
(2026)
PMC
PMC Public Access (View-Only)
DOI: 10.1038/s41421-026-00930-4
PMC: PMC13737063
Niu J, Ding S, Ma X, Lian Z et al. • Nature communications
(2026)
PMC
PMC Public Access (View-Only)
DOI: 10.1038/s41467-026-77160-5
PMC: PMC13737194
Kojaku S, Mahari R, Lera SC, Moro E et al. • Nature communications
(2026)
PMC
PMC Public Access (View-Only)
DOI: 10.1038/s41467-026-77672-0
PMC: PMC13737157
Lu QY, Wang SQ, Ye YW, Wei T et al. • Nature communications
(2026)
PMC
PMC Public Access (View-Only)
DOI: 10.1038/s41467-026-77614-w
PMC: PMC13736907
Langle-Chimal OD, Knoblauch S, González MC • Nature communications
(2026)
PMC
PMC Public Access (View-Only)
DOI: 10.1038/s41467-026-78293-3
PMC: PMC13737282
G-M Alcantara S, Bourdareau S, Weilert M, Zeitlinger J • Nature communications
(2026)
PMC
PMC Public Access (View-Only)
DOI: 10.1038/s41467-026-77758-9
PMC: PMC13736863
Egeler A, Paul S, Valenti R, Nutz A et al. • Nature communications
(2026)
PMC
PMC Public Access (View-Only)
DOI: 10.1038/s41467-026-77990-3
PMC: PMC13736910
Chen M, Guilpart N, Makowski D • Nature communications
(2026)
PMC
PMC Public Access (View-Only)
DOI: 10.1038/s41467-026-78206-4
PMC: PMC13736886
Zhang B, Fong Y, Yu C, Chen S et al. • Nature communications
(2026)
PMC
PMC Public Access (View-Only)
DOI: 10.1038/s41467-026-78444-6
PMC: PMC13736861
Chang X, Yu T, Wang H, Jiang J et al. • Nature communications
(2026)
PMC
PMC Public Access (View-Only)
DOI: 10.1038/s41467-026-77783-8
PMC: PMC13736896
Roy S, Wetherbee OC, Fatemi V • Nature communications
(2026)
PMC
PMC Public Access (View-Only)
DOI: 10.1038/s41467-026-78317-y
PMC: PMC13737002
Li T, Buzzicotti M, Bonaccorso F, Biferale L • Nature communications
(2026)
PMC
PMC Public Access (View-Only)
DOI: 10.1038/s41467-026-78265-7
PMC: PMC13737206
Fanny Monori, Alin Tisan • Sensors
(2026)
Odour recognition with low-cost gas sensors is challenging in open-air settings due to the non-specificity of the sensors and environmental variability. This can be mitigated by incorporating additional information into the classification p...
DOAJ
Open Access (DOAJ)
DOI: 10.3390/s26082493
Qingfeng Sun, Kai Zhang, Yuanlong Xu, Mengmei Luo et al. • BMC Infectious Diseases
(2025)
Abstract Background HIV/TB co-infection presents substantial public-health challenges, showing greater treatment-failure and mortality rates than tuberculosis alone. Recent advances in machine learning (ML) provide a robust means of identif...
DOAJ
Open Access (DOAJ)
DOI: 10.1186/s12879-025-11998-w
Nikolaos Sifakis, Antonios Kapenis, Athanasios Kolios, George Arampatzis • Energies
(2026)
Accurate, uncertainty-aware estimation of instantaneous wind turbine output is a prerequisite for integrating onshore assets into low-emission energy systems, where operational monitoring, energy-performance verification, and cooperative as...
DOAJ
Open Access (DOAJ)
DOI: 10.3390/en19122897