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1Demystifying the use of the Parquet file format for time series - SenX
https://blog.senx.io/demystifying-the-use-of-the-parquet-file-format-for-time-series/
2 years ago by @brightbyte
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data
file
format
series
time
datafileformatseriestime
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1Transformers for Time Series — Transformer 0.3.0 documentation
https://timeseriestransformer.readthedocs.io/en/latest/README.html
3 years ago by @nosebrain
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series
time
transformers
seriestimetransformers
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1How to use Pearson correlation correctly with time series - Cross Validated
https://stats.stackexchange.com/questions/133155/how-to-use-pearson-correlation-correctly-with-time-series
5 years ago by @becker
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spurious
correlation
pearson
time
series
timeseries
spuriouscorrelationpearsontimeseriestimeseries
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17.2 Trend methods | Forecasting: Principles and Practice
https://otexts.com/fpp2/holt.html
5 years ago by @thoni
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forecasting
holt
series
time
forecastingholtseriestime
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2Prometheus - Monitoring system & time series database
An open-source monitoring system with a dimensional data model, flexible query language, efficient time series database and modern alerting approach.
5 years ago by @nosebrain
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metric
monitoring
prometheus
series
system
time
metricmonitoringprometheusseriessystemtime
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1USC Melady Lab
http://www-bcf.usc.edu/~liu32/research.html
5 years ago by @thoni
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causal
datasets
detection
modeling
series
time
causaldatasetsdetectionmodelingseriestime
(0)
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1ratschlab/RGAN: Recurrent (conditional) generative adversarial networks for generating real-valued time series data.
https://github.com/ratschlab/RGAN
5 years ago by @becker
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real
valued
time
series
multi
dim
dimensional
gan
recurrent
neural
network
conditional
realvaluedtimeseriesmultidimdimensionalganrecurrentneuralnetworkconditional
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1Mage: The Magical Time Series Backend Behind Parse.ly Analytics | Parse.ly
https://blog.parse.ly/post/1633/mage/
5 years ago by @becker
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mage
real
time
log
processing
kafka
hadoop
storm
apache
stack
s3
spark
parse.ly
python
python3
py
series
timeseries
dashboard
logs
magerealtimelogprocessingkafkahadoopstormapachestacks3sparkparse.lypythonpython3pyseriestimeseriesdashboardlogs
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3GitHub - patrickzib/SFA: Scalable Time Series Data Analytics
https://github.com/patrickzib/SFA
6 years ago by @e.fischer
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analysis
series
time
analysisseriestime
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1Li-wei H. Lehman - Google Scholar Citations
https://scholar.google.ch/citations?hl=en&user=cIjXidQAAAAJ&view_op=list_works&sortby=pubdate
6 years ago by @becker
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time
series
timeseries
bayes
nonparametric
non
parametric
medical
medicin
mit
timeseriestimeseriesbayesnonparametricnonparametricmedicalmedicinmit
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1A Comparison of Time Series Databases and Netsil’s Use of Druid
https://blog.netsil.com/a-comparison-of-time-series-databases-and-netsils-use-of-druid-db805d471206
7 years ago by @becker
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time
series
database
db
databases
comparison
timeseriesdatabasedbdatabasescomparison
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3patrickzib/SFA: Scalable Time Series Data Analytics
https://github.com/patrickzib/SFA
7 years ago by @becker
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time
series
classification
fourier
bag
of
words
timeseriesclassificationfourierbagofwords
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1Taking Prophet for a Spin
http://blog.fastforwardlabs.com/2017/03/22/prophet.html
7 years ago by @becker
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bayes
time
series
forecasting
prophet
google
probabilistic
programming
stan
bayestimeseriesforecastingprophetgoogleprobabilisticprogrammingstan
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3GitHub - patrickzib/SFA: Scalable Time Series Data Analytics
https://github.com/patrickzib/SFA
8 years ago by @hotho
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analysis
kallimachos
series
software
time
analysiskallimachosseriessoftwaretime
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4R: Time Series Analysis
http://www.statoek.wiso.uni-goettingen.de/veranstaltungen/zeitreihen/sommer03/ts_r_intro.pdf
11 years ago by @becker
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R
analysis
calibration
eva
series
time
Ranalysiscalibrationevaseriestime
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1Weka: Time Series Analysis and Forecasting with Weka
http://wiki.pentaho.com/display/DATAMINING/Time+Series+Analysis+and+Forecasting+with+Weka
11 years ago by @becker
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analysis
calibration
eva
forecasting
series
time
weka
analysiscalibrationevaforecastingseriestimeweka
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1A first time course in time series analysis
http://www.statistik-mathematik.uni-wuerzburg.de/fileadmin/10040800/user_upload/time_series/the_book/2012-August-01-times.pdf
11 years ago by @thoni
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analysis
series
time
wuerzburg
analysisseriestimewuerzburg
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1OpenTSDB - A Distributed, Scalable Monitoring System
OpenTSDB is a distributed, scalable Time Series Database (TSDB) written on top of HBase.
12 years ago by @dbenz
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bigdata
hbase
opentsdb
series
time
bigdatahbaseopentsdbseriestime
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1Time Series
http://www.timeviz.net/
12 years ago by @hotho
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series
time
vizalisation
seriestimevizalisation
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1Visualising Twitter User Timeline Activity in R « OUseful.Info, the blog…
http://blog.ouseful.info/2012/02/17/visualising-twitter-user-timeline-activity-in-r/
12 years ago by @folke
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R
analysis
series
time
tutorial
twitter
Ranalysisseriestimetutorialtwitter
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publications (hide)335
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2Prediction of Asset Trends in Financial Series Using Machine Learning Algorithms
D. Esteves. Military Institute of Engineering / Brazilian Army, Praca General Tibúrcio, 80 - Praia Vermelha, Rio de Janeiro - RJ, Brazil, (June 2014)
3 months ago by @aksw
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2014
assets
esteves
market
series
stock
time
2014assetsestevesmarketseriesstocktime
(0)
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1Time series extrinsic regression: Predicting numeric values from time series data
C. Tan, C. Bergmeir, F. Petitjean, and G. Webb. Data Mining and Knowledge Discovery, (2021)
7 months ago by @becker
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time
series
extrinsic
regression
citedby:scholar:count:65
citedby:scholar:timestamp:2023-11-4
timeseriesextrinsicregressioncitedby:scholar:count:65citedby:scholar:timestamp:2023-11-4
(0)
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2APPLICATION OF MATRIX PROFILE TECHNIQUES TO DETECT INSIGHTFUL DISCORDS IN CLIMATE DATA
H. Khansa. International Journal on Soft Computing, Artificial Intelligence and Applications (IJSCAI), 11 (1/2): 23 (May 2022)
a year ago by @leninsha
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Climate
Large
Matrix
Prominent
data.
discord
discovery
profile
series
time
ClimateLargeMatrixProminentdata.discorddiscoveryprofileseriestime
(0)
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1Outlier identification in spacecraft monitoring data using curve fitting information
F. Bouleau, and C. Schommer. Proceedings ECDA, (2013)
a year ago by @fboule
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fourier
satellite
series
time
fouriersatelliteseriestime
(0)
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1Towards the Identification of Outliers in Satellite Telemetry Data by Using Fourier Coefficients
F. Bouleau, and C. Schommer. Agents and Artificial Intelligence, page 211--224. Cham, Springer International Publishing, (2015)
a year ago by @fboule
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fourier
satellite
series
time
fouriersatelliteseriestime
(0)
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1Agents and Artificial Intelligence: 6th International Conference, ICAART 2014, Angers, France, March 6-8, 2014, Revised Selected Papers
B. Duval, J. Van den Herik, S. Loiseau, and J. Filipe. Springer, (2015)
a year ago by @fboule
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fourier
satellite
series
time
fouriersatelliteseriestime
(0)
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2Finding Outliers in Satellite Patterns by Learning Pattern Identities
F. Bouleau, and C. Schommer. Proceedings" 6th International Conference on Agents an Artificial Intelligence", (2014)
a year ago by @fboule
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fourier
satellite
series
time
fouriersatelliteseriestime
(0)
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1Financial Time Series How Predictable are they
D. Fatene. INTERNATIONAL JOURNAL OF TREND IN SCIENTIFIC RESEARCH AND DEVELOPMENT, 6 (7): 529-536 (January 2023)
a year ago by @ijtsrd
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financial
market
predictability
prediction
returns
series
stock
time
financialmarketpredictabilitypredictionreturnsseriesstocktime
(0)
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2Convolutional Neural Networks for Energy Time Series Forecasting
I. Koprinska, D. Wu, and Z. Wang. 2018 International Joint Conference on Neural Networks (IJCNN), page 1-8. (July 2018)
2 years ago by @annakrause
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CNN
forecasting
sem_wise2223
series
time
CNNforecastingsem_wise2223seriestime
(0)
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1Longitudinal variational autoencoder
S. Ramchandran, G. Tikhonov, K. Kujanpää, M. Koskinen, and H. Lähdesmäki. International Conference on Artificial Intelligence and Statistics, page 3898--3906. PMLR, (2021)
2 years ago by @becker
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imputation
gain
missing
data
generative
model
net
nn
deep
learning
autoencoder
variational
longitudinal
temporal
timeseries
time
series
citedby:scholar:count:6
citedby:scholar:timestamp:2022-5-13
imputationgainmissingdatagenerativemodelnetnndeeplearningautoencodervariationallongitudinaltemporaltimeseriestimeseriescitedby:scholar:count:6citedby:scholar:timestamp:2022-5-13
(0)
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1Intellectual analysis of case-based data in time series prediction
N. Rakhimov, D. Khojamberdiyev, and H. Kamarov. International Journal of Human Computing Studies, 3 (10): 27-29 (December 2021)
2 years ago by @researchpark_20
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Time
analysis
forecasting
intellectual
precedents
series
Timeanalysisforecastingintellectualprecedentsseries
(0)
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1Surface Air Temperature of Kolkata District of West Bengal, India A Statistical Study
A. Bhattacharya. International Journal of Trend in Scientific Research and Development, 5 (4): 1620-1624 (June 2021)
3 years ago by @ijtsrd
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ARIMA
Innovative
Mann-Kendall
Sen’s
Series
Test
Time
Trend
slope
ARIMAInnovativeMann-KendallSen’sSeriesTestTimeTrendslope
(0)
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1A Review on the Comparison of Box Jenkins ARIMA and LSTM of Deep Learning
S. C. International Journal of Trend in Scientific Research and Development, 5 (3): 409-414 (April 2021)
3 years ago by @ijtsrd
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ARIMA
LSTM
MAE
RMSE
Time
model
series
ARIMALSTMMAERMSETimemodelseries
(0)
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3Deep Transformer Models for Time Series Forecasting: The Influenza Prevalence Case.
N. Wu, B. Green, X. Ben, and S. O'Banion. CoRR, (2020)
3 years ago by @nosebrain
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series
time
transformer
seriestimetransformer
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1Software Defect Trend Forecasting In Open Source Projects using A Univariate ARIMA Model and FBProphet
M. Shrove, and E. Jovanov. International Journal of Software Engineering (IJSE), 8 (1): 1-15 (April 2020)
4 years ago by @cscjournals
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ARIMA,
Defects,
Engineering,
FBProphet.
Forecasting,
Series
Software
Time
ARIMA,Defects,Engineering,FBProphet.Forecasting,SeriesSoftwareTime
(0)
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1Time-Frequency Analysis of Gravitational Wave Data
N. Cornish. (2020)cite arxiv:2009.00043Comment: 17 pages, 20 figures.
4 years ago by @lprudenzi
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frequency
gw
series
time
frequencygwseriestime
(0)
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3Deep learning for time series classification: a review
H. Ismail Fawaz, G. Forestier, J. Weber, L. Idoumghar, and P. Muller. Data Mining and Knowledge Discovery, 33 (4): 917--963 (Jul 1, 2019)
4 years ago by @becker
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classification
cnn
deep
learning
networks
neural
nn
series
time
classificationcnndeeplearningnetworksneuralnnseriestime
(0)
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2Prediction of Asset Trends in Financial Series Using Machine Learning Algorithms
D. Esteves. Military Institute of Engineering / Brazilian Army, Praca General Tibúrcio, 80 - Praia Vermelha, Rio de Janeiro - RJ, Brazil, (June 2014)
4 years ago by @dice-research
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2014
assets
esteves
market
series
stock
time
2014assetsestevesmarketseriesstocktime
(0)
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2Gorilla: A fast, scalable, in-memory time series database
T. Pelkonen, S. Franklin, J. Teller, P. Cavallaro, Q. Huang, J. Meza, and K. Veeraraghavan. Proceedings of the VLDB Endowment, 8 (12): 1816--1827 (2015)
4 years ago by @thoni
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compression
gorilla
series
time
compressiongorillaseriestime
(0)
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5Mass Cytometry and Topological Data Analysis Reveal Immune Parameters Associated with Complications after Allogeneic Stem Cell Transplantation
T. Lakshmikanth, A. Olin, Y. Chen, J. Mikes, E. Fredlund, M. Remberger, B. Omazic, and P. Brodin. Cell Reports, 20 (9): 2238 - 2250 (2017)
5 years ago by @becker
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allogeneic
cell
correlation
cytof
cytometry
immune
longitudinal
mass
multiomics
nalab
network
series
stem
system
time
timeseries
topology
transplantation
allogeneiccellcorrelationcytofcytometryimmunelongitudinalmassmultiomicsnalabnetworkseriesstemsystemtimetimeseriestopologytransplantation
(0)
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