Home
Catalogue search
Refine your search:
Keyword:
Data Analysis, Statistics and Probability physics.data-an (1)
FOS Electrical engineering, electronic engineering, information engineering (1)
FOS Physical sciences (1)
Signal Processing eess.SP (1)
XXXXXX - Unknown (1)
Creator / Publisher:
Dennler, Nik (3)
Fonollosa, Jordi (3)
Rastogi, Shavika (3)
Schmuker, Michael (3)
Centre of Data Innovation Research (1)
Department of Computer Science (1)
Schaik, Andre van (1)
School of Computer Science (1)
School of Physics, Engineering & Computer Science (1)
van Schaik, André (1)
more
Year
Medium:
Online (3)
Type:
Miscellaneous (2)
Article (1)
BLLDB-Access
Search in the Catalogues and Directories
All fields
Title
Creator / Publisher
Keyword
Year
AND
OR
AND NOT
All fields
Title
Creator / Publisher
Keyword
Year
AND
OR
AND NOT
All fields
Title
Creator / Publisher
Keyword
Year
AND
OR
AND NOT
All fields
Title
Creator / Publisher
Keyword
Year
AND
OR
AND NOT
All fields
Title
Creator / Publisher
Keyword
Year
Sort by
creator [A → Z]
'
creator [Z → A]
'
publishing year ↑ (asc)
'
publishing year ↓ (desc)
'
title [A → Z]
'
title [Z → A]
'
Simple Search
Hits 1 – 3 of 3
1
Drift in a Popular Metal Oxide Sensor Dataset Reveals Limitations for Gas Classification Benchmarks
Dennler, Nik
;
Rastogi, Shavika
;
Fonollosa, Jordi
. - 2022
BASE
Show details
2
Drift in a popular metal oxide sensor dataset reveals limitations for gas classification benchmarks
Dennler, Nik
;
Rastogi, Shavika
(S36339);
Fonollosa, Jordi
. - : Netherlands, Elsevier, 2022
BASE
Show details
3
Drift in a Popular Metal Oxide Sensor Dataset Reveals Limitations for Gas Classification Benchmarks ...
Dennler, Nik
;
Rastogi, Shavika
;
Fonollosa, Jordi
;
van Schaik, André
;
Schmuker, Michael
. - : arXiv, 2021
Abstract:
Metal oxide (MOx) electro-chemical gas sensors are a sensible choice for many applications, due to their tunable sensitivity, their space-efficiency and their low price. Publicly available sensor datasets streamline the development and evaluation of novel algorithm and circuit designs, making them particularly valuable for the Artificial Olfaction / Mobile Robot Olfaction community. In 2013, Vergara et al. published a dataset comprising 16 months of recordings from a large MOx gas sensor array in a wind tunnel, which has since become a standard benchmark in the field. Here we report a previously undetected property of the dataset that limits its suitability for gas classification studies. The analysis of individual measurement timestamps reveals that gases were recorded in temporally clustered batches. The consequential correlation between the sensor response before gas exposure and the time of recording is often sufficient to predict the gas used in a given trial. Even if compensated by ... : 12 pages, 3 figures ...
Keyword:
Data Analysis, Statistics and Probability physics.data-an
;
FOS Electrical engineering, electronic engineering, information engineering
;
FOS Physical sciences
;
Signal Processing eess.SP
URL:
https://dx.doi.org/10.48550/arxiv.2108.08793
https://arxiv.org/abs/2108.08793
BASE
Hide details
Mobile view
All
Catalogues
UB Frankfurt Linguistik
0
IDS Mannheim
0
OLC Linguistik
0
UB Frankfurt Retrokatalog
0
DNB Subject Category Language
0
Institut für Empirische Sprachwissenschaft
0
Leibniz-Centre General Linguistics (ZAS)
0
Bibliographies
BLLDB
0
BDSL
0
IDS Bibliografie zur deutschen Grammatik
0
IDS Bibliografie zur Gesprächsforschung
0
IDS Konnektoren im Deutschen
0
IDS Präpositionen im Deutschen
0
IDS OBELEX meta
0
MPI-SHH Linguistics Collection
0
MPI for Psycholinguistics
0
Linked Open Data catalogues
Annohub
0
Online resources
Link directory
0
Journal directory
0
Database directory
0
Dictionary directory
0
Open access documents
BASE
3
Linguistik-Repository
0
IDS Publikationsserver
0
Online dissertations
0
Language Description Heritage
0
© 2013 - 2024 Lin|gu|is|tik
|
Imprint
|
Privacy Policy
|
Datenschutzeinstellungen ändern