Low-power on-chip implementation of enhanced svm algorithm for sensors fusion-based activity classification in lightweighted edge devices

J Chang, M Kang, D Park - Electronics, 2022 - mdpi.com
Smart homes assist users by providing convenient services from activity classification with
the help of machine learning (ML) technology. However, most of the conventional high …

Learning topology: bridging computational topology and machine learning

D Moroni, MA Pascali - Pattern recognition and image analysis, 2021 - Springer
Topology is a classical branch of mathematics, born essentially from Euler's studies in the
XVII century, which deals with the abstract notion of shape and geometry. Last decades …

A dynamic and scalable solution for improving daily life safety

A Calabrò, E Marchetti, D Moroni, G Pieri - Proceedings of the 2nd …, 2019 - dl.acm.org
The integration of computation, networking, and physical processes requires regular
exchange of critical information in timely and reliable fashion and a secure modeling and …

Single activity recognition system: a review

PK Nizar Banu, R Kavitha - Internet of Things (IoT) Concepts and …, 2020 - Springer
Abstract Human Activity Recognition (HAR) plays an important role in smart home assisted
living system which is one among the growing research area in smart computing. In this …

[PDF][PDF] Topological Data Analysis for Intelligent Systems and Applications

A EROGLU, HU EROGLU - researchgate.net
With the advent of technology and the digital transformation era, the paradigm of the
pervasive and ubiquitous fully connected world brings along with enormous data (Eroglu, A …

Topological Time-Series Classification

JR Collins - 2022 - search.proquest.com
We establish a strong connection between Topological Data Analysis (TDA) and the field of
time-series classification. This is accomplished via two novel contributions. The first is a …

[HTML][HTML] PythonKitchen Logo PythonKitchen Open main menu

A Khan - pythonkitchen.com
Topology is a classical branch of mathematics, born essentially from Euler's studies in the
XVII century. It deals with the abstract notion of shape and geometry. The last decades were …

Smart Home Activity Recognition For Ambient Assisted Living (AAL)

R Kavitha, S Naaz - SPAST Abstracts, 2021 - spast.org
With the increasing age of an individual, the chances of being prone to chronic diseases like
diabetes or non-curable diseases like Alzheimer's Syndrome or Parkinson's Syndrome …