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Human Activity Recognition with Smartphones
Human Activity Recognition with Smartphones
This report focuses on improving classification accuracy and reducing computational complexity for human activity recognition problem on public datasets UCI and WISDM. We discussed the benefits of getting access to smartphones in the filed of HAR research. Our experiment indicates that combining AdaBoost M1 algorithm with C4.5 contributes to discriminating several common human activities. Moreover, we showed that it is feasible to reduce computational complexity and achieve high accuracy at the same time by applying correlation-based feature selection.
songyaos
cs102 lab 1 procedures
cs102 lab 1 procedures
Summary of software tools used in lab 1
David Topham
FMT 2016 Template
FMT 2016 Template
Template for the 9th Forum Media Technology at St. Poelten University of Applied Sciences. Adapted from "The Two Column Style for CEUR-WS".
Mary Y. Writter, John X. Ceur, Yvonne Onderzoeker
Physics 11 Non-Conservative Work Lab
Physics 11 Non-Conservative Work Lab
Non-conservative work lab
Frank Wang
Protocole IOT : vulnérabilités connues
Protocole IOT : vulnérabilités connues
L’Internet of Things (IoT), ou l’Internet des Objets (IdO), est considéré comme étant un concept moderne, et à même de révolutionner l’avenir proche. L’intérêt est de créer un environnement composé d’appareils et de systèmes intelligents, pouvant communiquer entre eux par le biais de réseaux informatiques. Ces échanges de données vont ainsi permettre de meilleures prises de décision dans un contexte de plus en plus complexe. Cependant, au fur et à mesure que les échanges se multiplient, la question de sécurité se pose, qui doit prendre en compte la faible puissance de calculs des appareils. Ce document a pour objectif de se focaliser sur les protocoles qui régissent ces échanges, et quelles sont les problématiques de sécurité qui en découlent.
Klight
How to use axions to shine light through walls
How to use axions to shine light through walls
The axion is a hypothetical particle, introduced by the Peccei-Quinn theory in 1977 as a solution to the strong CP problem in quantum chromodynamics. The axion, if it exists, must have a very small mass, and must be very weakly interacting with baryonic matter, giving it the abbreviation WISP (Weakly Interacting Sub-ev Particle). The predicted attributes of the axion would give it the ability to pass directly through an opaque wall without obstruction, and this is how the ALPS experiment (Any Light Particle Search) at DESY in Hamburg is exploring the possibility of their existence. In this report, we will use matrix methods to reproduce the relationship between axion mass and axion coupling as published by the ALPS experiment \autocite{Ehret, K. et al (2010). New ALPS results on hidden-sector lightweights} in 2010, using their conversion probability to plot the result. Note that all equations, unless otherwise stated, are in natural units ($c=1$, $\hbar = 1$).
Nicholas Montague
Homework 3
Homework 3
MATH 108 - Introduction to Formal Mathematics
Brennan Gilmore
Prática 05 - Calor Específico
Prática 05 - Calor Específico
Trabalho de Física Experimental II - Cefet MG
Egmon Pereira, Igor, Leandro e Letícia
CAR POOLING SYSTEM
CAR POOLING SYSTEM
This guide explains how a user can interact with the system,right from the starting of login page upto the end of the process.
sibu stephen