Results 241 to 250 of about 37,114 (298)

What is “accuracy”? Rethinking machine learning classifier performance metrics for highly imbalanced, high variance, zero‐inflated species count data

Limnology and Oceanography: Methods, EarlyView.
Abstract Machine learning has opened the door for the automated sorting (classification) of images, holograms and acoustic backscatters of individual plankton, invertebrates, fish and marine mammals. However, this field is complicated by decades of paradoxically promising reports of classifier performance that do not correlate with real‐world uptake of
Bianca M. Owen, James R. Tweedley, Navid R. Moheimani, Chris S. Hallett, Jeffrey J. Cosgrove, Leopold P. O. Silberstein   +5 more
wiley   +1 more source

Event-triggered self-regulating integrated PID extreme optimization and fault-tolerant strategy for floating offshore platforms driven by TBG-EDF dual finite-time learning mechanism. [PDF]

PLoS One
Chao C, Liu Y, Wang Z.
europepmc   +1 more source

Highly Versatile Real‐Time Optical Noise Filtering Through Temporal Cloaking

Laser &Photonics Reviews, EarlyView.
Conventional bandpass filtering strategies may be insufficient for recovering optical waveforms under extremely noisy conditions. We demonstrate a temporal‐cloaking denoising strategy enabled by the temporal Talbot effect, which concentrates the coherent signal of interest into short temporal slots while broadband noise remains temporally spread.
Majid Goodarzi, Manuel P. Fernandez, Geunweon Lim, Connor Rowe, Xinyi Zhu, José Azaña   +5 more
wiley   +1 more source

Adaptive vector oriented control of doubly fed induction generator wind turbines using M5P model tree for robust dynamic performance. [PDF]

Sci Rep
Benyoucef K, Abdelhafidh M, Djamel B, Hasan Mujammal MA, Sofiane K, Nassim Z, Bajaj M, Rubanenko O.   +7 more
europepmc   +1 more source

Six degree of freedom quadcopter stabilization using self adaptive bonobo Pareto multi objective FLC with processor in the loop validation. [PDF]

Sci Rep
Benhammou A, Hartani MA, Hashim FA, Alayed W.   +3 more
europepmc   +1 more source

A practical optimization method for enhancing drilling efficiency in panel furniture manufacture. [PDF]

PLoS One
Wang G, Xiong X, Fu S, Zhang M, Yang L.
europepmc   +1 more source

LogicSR: prior-guided symbolic regression for gene regulatory network inference from single-cell transcriptomics data. [PDF]

Brief Bioinform
Zhang D, Liu ZP, Gao R.
europepmc   +1 more source

Monitoring and predicting cotton leaf diseases using deep learning approaches and mathematical models. [PDF]

Sci Rep
Rehman A, Akhtar N, Alhazmi OH.
europepmc   +1 more source

A proof of the inconsistency of Quine's system "Mathematical Logic (1951)"

, 1955
Curt Christian
openalex   +1 more source