Results 41 to 50 of about 4,174,426 (295)
Unconfused Ultraconservative Multiclass Algorithms [PDF]
We tackle the problem of learning linear classifiers from noisy datasets in a multiclass setting. The two-class version of this problem was studied a few years ago by, e.g. Bylander (1994) and Blum et al.
Louche, Ugo, Ralaivola, Liva
core +6 more sources
Cluster algorithms have been recently used to eliminate sign problems that plague Monte-Carlo methods in a variety of systems. In particular such algorithms can also be used to solve sign problems associated with the permutation of fermion world lines ...
Bietenholz +2 more
core +2 more sources
Optimal Distributed Covering Algorithms [PDF]
We present a time-optimal deterministic distributed algorithm for approximating a minimum weight vertex cover in hypergraphs of rank f. This problem is equivalent to the Minimum Weight Set Cover problem in which the frequency of every element is bounded ...
Ben-Basat, Ran +3 more
core +2 more sources
ABSTRACT Background Central nervous system (CNS) involvement in childhood acute lymphoblastic leukemia (ALL) is assessed by cell counting and cytomorphology from cerebrospinal fluid (CSF) and is used for treatment stratification worldwide. The ratio of “CNS2” patients in clinical trials ranges from 3% to 40%, with unclear prognostic significance ...
Laura Almási +14 more
wiley +1 more source
PathMe: merging and exploring mechanistic pathway knowledge
Background The complexity of representing biological systems is compounded by an ever-expanding body of knowledge emerging from multi-omics experiments.
Daniel Domingo-Fernández +4 more
doaj +1 more source
ABSTRACT Background Neuromyelitis optica spectrum disorder (NMOSD) is a relapsing autoimmune disease of the central nervous system. High‐dose intravenous methylprednisolone (IVMP) is the standard first‐line therapy for acute attacks, although some patients remain refractory.
Wataru Horiguchi +5 more
wiley +1 more source
We propose a novel equivalent model for a quantizer with noisy input (the desired signal corrupted by measurement noise). It presents the quantizer output as a sum of the desired signal after it passes through a nonlinear element with a known equivalent ...
Arkady Molev-Shteiman +4 more
doaj +1 more source
ADataViewer: exploring semantically harmonized Alzheimer’s disease cohort datasets
Background Currently, Alzheimer’s disease (AD) cohort datasets are difficult to find and lack across-cohort interoperability, and the actual content of publicly available datasets often only becomes clear to third-party researchers once data access has ...
Yasamin Salimi +5 more
doaj +1 more source
Fluorescent probes allow dynamic visualization of phosphoinositides in living cells (left), whereas mass spectrometry provides high‐sensitivity, isomer‐resolved quantitation (right). Their synergistic use captures complementary aspects of lipid signaling. This review illustrates how these approaches reveal the spatiotemporal regulation and quantitative
Hiroaki Kajiho +3 more
wiley +1 more source
A note on compact and compact circular edge-colorings of graphs [PDF]
Graphs and ...
Dariusz Dereniowski, Adam Nadolski
doaj +1 more source

