Improving adaptive bagging methods for evolving data streams
, 2009 We propose two new improvements for bagging methods on evolving data streams. Recently, two new variants of Bagging were proposed: ADWIN Bagging and Adaptive-Size Hoeffding Tree (ASHT) Bagging.
Pfahringer, Bernhard +7 more
core +1 more source
HolyLight: A Nanophotonic Accelerator for Deep Learning in Data Centers
, 2023 Related data for paper HolyLight : a nanophotonic accelerator for deep learning in data ...
Lou, Qian +5 more
core +1 more source
CX3CL1 in Early Detection of Alzheimer's Disease: Plasma Dynamics Across Age and Disease Stages
Annals of Clinical and Translational Neurology, EarlyView.ABSTRACT Backgrounds Alzheimer's disease (AD) is characterized by amyloid‐beta plaques, tau tangles, and neuroinflammation. C‐X3‐C motif chemokine ligand 1 (CX3CL1, also known as fractalkine), a neuroimmune chemokine implicated in AD pathogenesis, shows inconsistent alterations in plasma/serum across studies.
Ling Wang +6 more
wiley +1 more source
Language corpus and data driven learning (DDL) in language classrooms: A systematic review. [PDF]
Heliyon, 2023 Lusta A, Demirel Ö, Mohammadzadeh B.
europepmc +1 more source
Value of MRI Outcomes for Preventive and Early‐Stage Trials in Spinocerebellar Ataxias 1 and 3
Annals of Clinical and Translational Neurology, EarlyView.ABSTRACT Objective To examine the value of MRI outcomes as endpoints for preventive and early‐stage trials of two polyglutamine spinocerebellar ataxias (SCAs). Methods A cohort of 100 participants (23 SCA1, 63 SCA3, median Scale for the Assessment and Rating of Ataxia (SARA) score = 5, 42% preataxic, and 14 gene‐negative controls) was scanned at 3T up ...
Thiago J. R. Rezende +26 more
wiley +1 more source
Data-driven learning: from classroom scaffolding to sustainable practices
, 2018 [Promoting ddl activities ‘beyond’ the classroom and engaging teachers and learners in sustainable DDL ...
International conference on Data-Driven Learning +1 more
core
Using Data-Driven Learning to Predict and Control the Outcomes of Inorganic Materials Synthesis. [PDF]
Inorg Chem, 2023 Williamson EM, Brutchey RL.
europepmc +1 more source
Developmental and Epileptic Encephalopathy due to Biallelic Pathogenic Variants in PIGM
Annals of Clinical and Translational Neurology, EarlyView.ABSTRACT Objective PIGM encodes a critical enzyme in the glycosylphosphatidylinositol (GPI)‐anchor biosynthesis pathway. While promoter‐region mutations in PIGM have been associated with a relatively mild phenotype characterized by portal vein thrombosis and absence seizures, recent evidence suggests that coding‐region mutations result in a more severe
Júlia Sala‐Coromina +11 more
wiley +1 more source
Everybody's talking about equity, but is anyone really listening?: The case for better data-driven learning in health systems. [PDF]
Int J Popul Data Sci, 2023 Lee-Foon NK, Reid RJ.
europepmc +1 more source
Annals of Clinical and Translational Neurology, EarlyView.ABSTRACT Background Emerging evidence suggests that low‐frequency neural oscillations are dynamically regulated by consciousness levels, with the recovery of low cortical activity potentially serving as a neurophysiological substrate for conscious emergence. Targeted enhancement of these low‐frequency rhythms in patients with disorders of consciousness
Chuan Xu +10 more
wiley +1 more source