IncRedimental Page 1 Jan Sawicki IncRedimental a talk about incremental machine learning
and applications of Reddit dataset Page 2 Practice What will we talk about? Time Incremental …

Este capítulo descreverá a solução proposta para os objetivos apontados na seção 1.2:
propor uma metodologia para a transformação do problema de filtragem colaborativa em …

Most real-world graphs are dynamic and eventually face the cold start problem. A
fundamental question is how the new cold nodes acquire initial information in order to be …

We consider a modelling framework for the investigation of prototype-based classifiers
under concept drift processes. Specifically, We study the supervised learning model of a …

A new incremental transductive SVMs framework dependeding on duality is put forward for
constrained optimization issues. Based on the weak duality theorem, the procedure of …

This thesis presents a study that aims to develop a unified framework for the design of
production systems for the mass personalisation of skin-care. It addresses the application of …

Rapid technological progress increased mankind's capacity to store and compute
information (Hilbert & López, 2011) and enabled the nowadays established practice to …

Incremental and parallel are two capabilities for machine learning algorithms to
accommodate data from real world applications. Incremental learning addresses streaming …

В процессе создания и эксплуатации летательных аппаратов различных видов
значительное место занимает решение таких классов задач, как анализ поведения …

In this paper we outline a PhD research plan. This research contributes to the field of one-
class incremental learning and classification in case of non-stationary environments. The …