In this work we introduce a new algorithm for detecting outliers on streaming data in R. The basic idea is to compute a dyadic decomposition into cubes in R of the streaming data. Dyadic decomposition can be obtained by recursively bisecting the cube the data lies in. Dyadic decomposition obtained under streaming setting is understood as streaming dyadic decomposition. If we view the streaming ...

Several approaches have recently been proposed for modeling of continuous-time network data via dyadic event rates conditioned on the observed history of events and nodal or dyadic covariates. In many cases, however, interaction propensities — and even the underlying mechanisms of interaction — vary systematically across subgroups whose identities are unobserved. For static networks such hetero...

We present persona-based models for handling the issue of speaker consistency in neural response generation. A speaker model encodes personas in distributed embeddings that capture individual characteristics such as background information and speaking style. A dyadic speaker-addressee model captures properties of interactions between two interlocutors. Our models yield qualitative performance i...

BACKGROUND The mental health and dyadic adjustment of smokers is a matter of serious concern which brings many demerits on mental health as well as physical heath. OBJECTIVES This study was performed to ascertain the relationship between mental health and dyadic adjustment of smokers and nonsmokers in Zahedan. PATIENTS AND METHODS The sample size consisted of 100 smokers and 100 nonsmokers ...

We prove that the multiparameter (product) space BMO of functions of bounded mean oscillation can be written as the intersection of finitely many dyadic product BMO spaces, with equivalent norms, generalizing the one-parameter result of T. Mei. We establish the analogous dyadic structure theorems for the space VMO of functions of vanishing mean oscillation, for Ap weights, for reverse-Hölder we...

Abstract Most opinion dynamics models are based on pairwise interactions. However in many real situations, discussions take place within groups of people. Here, we define a higher order Deffuant model by generalizing the original interaction for bounded-confidence opinion-dynamics to interactions involving group agents size k . The generalized is naturally encoded hypergraph. We study this diff...

Communication is best understood as occurring along three dimensions: interactional, conceptual, and linguistic. However, few studies have examined early parent–child communication all dimensions simultaneously. This study examines these of in Norwegian interactions during play. Thirty-nine 2-year-old children participated dyadic with their fathers ( N = 30) mothers 38). Of 39 children, 29 enga...

Serial-section electron microscopy has been used to reconstruct the cellular architecture of the posterior nervous system of the nematode Caenorhabditis elegans. Each of 40 neurons in the tail of the adult hermaphrodite can be reproducibly and unambiguously identified by a set of morphological features, including cell body position, fiber geometry and size, and staining properties. A complete l...