We propose an efficient Context-Aware clustering of Bandits (CAB) algorithm,which can capture collaborative effects. CAB can be easily deployed in a real-world recommendation system, where multi-armed bandits have been shown toperform well in particular with respect to the cold-start problem. CAB utilizes acontext-aware clustering augmented by exploration-exploitation strategies...

In Petunia (Mitchell) there are at least 16 genes which encode the chlorophyll a/b binding proteins; these genes have been classified into small multigene families based upon nucleotide sequence homology (1). A gene from each of five distinct Cab gene families is compared here. These genes have uninterrupted open reading frames of 266 or 267 amino acids corresponding to the Cab precursor protei...

1.1. Conventions used throughout. Symmetrisers and antisymmetrisers of tensors are denoted as usual using parentheses and square brackets, so, for example, C(ab) = 1 2 (Cab + Cba), C[ab] = 1 2 (Cab − Cba), and Cab = C(ab) + C[ab]. If G is a Lie group, L(G) denotes its Lie algebra. Ad(g) is the adjoint representation of G on L(G), defined as the derivative of the inner automorphism of G, g′ 7→ I...

A chronically weak area in research papers, reports, and reviews is the complete identification of important background reference documents that formed the building blocks for the research. A method for systematically determining these important references is presented. Citation-Assisted Background (CAB) is based on the assumption that important documents tend to be highly cited. Application of...

A chronically weak area in research papers, reports, and reviews is the complete identification of seminal background documents that formed the building blocks for these papers. A method for systematically determining these seminal references is presented. Citation-Assisted Background (CAB) is based on the assumption that seminal documents tend to be highly cited. Application of CAB to the fiel...

Three light-regulated genes, chlorophyll a/b-binding protein (CAB), ribulose-1,5-bisphosphate carboxylase/oxygenase small subunit, and chalcone synthase (CHS), are demonstrated to be up-regulated in the high-pigment-1 (hp-1) mutant of tomato (Lycopersicon esculentum Mill. ) compared with wild type (WT). However, the pattern of up-regulation of the three genes depends on the light conditions, st...

We report a first case of using a 5α-reductase inhibitor (5ARI) and combined androgen blockade (CAB) as a cytoreductive regimen before prostate brachytherapy. Prostate volume reduction with CAB is limited to approximately 40% in most cases, making it difficult to meet anatomical constraints to perform these procedures in cases with large prostate volume. With the added administration of 5ARI, f...

I a prospective clinical trial evaluating 2108 patients undergoing coronary artery bypass (CAB) surgery at 24 U.S. institutions, adverse cerebral outcomes consisting of focal injury, stupor or coma; or seizures, memory deficit or deterioration in intellectual function, occurred overall in 6.1% of patients. Age, proximal aortic atherosclerosis, and history of neurological disease were all strong...

0