Latest posts tagged with #TimeSeriesAnalysis on Bluesky
The conda package distribution for Lightkurve - your gateway to analyzing stellar light curves from NASA's Kepler and TESS missions with beautiful Python tools for exoplanet discovery.
https://github.com/conda-forge/lightkurve-feedstock
#Exoplanets #TimeSeriesAnalysis #AstronomyTools
New publication by Nikolaus Weber et al: "The impact of data quality and #outlier detection in high-frequency #WaterQuality data on #WaterManagement and process understanding"
www.sciencedirect.com/science/arti...
#EnvironmentalMonitoring #DataScience #TimeSeriesAnalysis #DataValidation
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Time series analysis is an effective tool for cracking real-world crime cases. It's only one of the many techniques that we have explored during a police-led training5. Here's how we have added our spin using R.
#crimeAnalysis #timeSeriesAnalysis #CDR #callRecords
negativepid.blog/learning-tim...
Identification of periodicities with arbitrary shapes in AGN light curves
Fabio Rigamonti, Jessie Runnoe et al.
Paper
Details
#AGN #TimeSeriesAnalysis #LightCurves
#APLQuest 2013-09: Write a function that produces n month moving averages for a year's worth of data (see apl.quest/2013/9/ to test your solution and view ours). #APL #MovingAverage #TimeSeriesAnalysis
There is No "apple" in Timeseries: Rethinking TSFM through the Lens of
Invariance
Arian Prabowo, Flora D. Salim
Paper
Details
#TimeseriesAnalysis #InvariancePrinciples #TSFMRethinking
Toto: Time Series Optimized Transformer for Observability #Technology #EmergingTechnologies #ArtificialIntelligence #TimeSeriesAnalysis #Observability
Use Origin's Time Series Pivot table to summarize time series data both column and row-wise to better analyze data and find patterns. The tool can be found under the Restructure menu and Statistics : Time Series menu.
#TimeSeriesAnalysis #statistics #DataAnalysis #scientificgraph #originpro2025b
Looking for #teamplayers with some* of these relevant prior experiences, & much curiosity to understand the neural principles behind how animals think and move. #Electrophysiology, #TimeSeriesAnalysis, #Behavior, #Biomechanics, #DynamicalSystems, #OpenData, #OpenCode practices 👀
Enhancing time-series data for machine learning is crucial for effective models. #FeatureEngineering #TimeSeriesAnalysis machinelearningmastery.com/7-pandas-tricks-for-time...
🆕🔓 on #ScienceOpen: 'Abnormal wind speed detection and prediction: methodology and case study' - a research paper published in 𝘐𝘯𝘵𝘦𝘭𝘭𝘪𝘨𝘦𝘯𝘵 𝘔𝘢𝘳𝘪𝘯𝘦 𝘛𝘦𝘤𝘩𝘯𝘰𝘭𝘰𝘨𝘺 𝘢𝘯𝘥 𝘚𝘺𝘴𝘵𝘦𝘮𝘴 -
🖇️ #WindForecasting #AIForEnergy #RenewableEnergy #TimeSeriesAnalysis #MultifractalAnalysis
L-GTA: Latent Generative Modeling for Time Series Augmentation
Carlos Soares, Luis Roque et al.
Paper
Details
#LatentGenerativeModeling #TimeSeriesAnalysis #MachineLearningInnovation
How an Open Model and a Pile of Data are Changing Time Series Analysis #Technology #SoftwareandApps #OpenSource #TimeSeriesAnalysis #OpenModel #DataScience
mTSBench: Benchmarking Multivariate Time Series Anomaly Detection and
Model Selection at Scale
Constantin Brif, Ismini Lourentzou et al.
Paper
Details
#mTSBench #TimeSeriesAnalysis #AnomalyDetection
Foundation models fail on the majority of real world (timeseries) datasets. Who knew?.. these guys -> arxiv.org/pdf/2502.12944
#BigData #TimeseriesAnalysis #DataAnalysis #DataEngineering
#TScourses #KeepLearning #GAMM #SpatialStatistics #MixedModels #TimeSeriesAnalysis #RStats #StatisticalModelling
Whether it’s Excel, AutoARIMA, or any other solution—it's the skill behind the tool that makes the difference.
#Forecasting #TimeSeriesAnalysis #DataScience #ARIMA #BoxJenkins #Analytics #ProfessionalSkills
Whether it’s Excel, AutoARIMA, or any other solution—it's the skill behind the tool that makes the difference.
#Forecasting #TimeSeriesAnalysis #DataScience #ARIMA #BoxJenkins #Analytics #ProfessionalSkills
We dive a bit into the reasons why current time series FMs not trained for DS reconstruction fail, and conclude that a DS perspective on time series forecasting & models may help to advance the #TimeSeriesAnalysis field.
(6/6)
New ICPSR Summer Program Workshop "The Do's and Don'ts of Time Series Analysis," May 19-23, Online!
🚨Register Now!🚨
Learn about the problems that "memory" in time series pose to OLS models, how to choose the proper time series model for your research question, and how to run cutting-edge models and interpret the results easily and correctly. myumi.ch/AZzmG
#SumProg25 #ICPSR #TimeSeriesAnalysis
Time Data Series: It's Not About What You Said - It's More About How You Said It #Technology #Other #DataScience #Communication #TimeSeriesAnalysis
EffConPy is an open-source Python library designed to study time series beyond correlation and prediction. It provides many tools for causal discovery. #timeseriesanalysis
Day 2 of the #AICSconference 2024 in #UCD has been filled with engaging discussions, particularly sparked by Eamonn Keogh's thought-provoking keynote on #TimeSeriesAnalysis.
www.linkedin.com/posts/eamonn...
#TimeSeriesAnalysis for #TemporalNetworks
Based on the abstract and inspection of figures, the impact of this work will be huge!
Today marked the last day of the PhD course in Long Memory in Time Series at Aalborg University. An excellent course by Prof. Dr. Uwe Hassler. math-at-aalborg-university.github.io/LM-PhD.html #TimeSeriesAnalysis #Econometrics #LongMemory
Advances in deep learning have opened new pathways for handling sequential data, a cornerstone of applications in finance, healthcare, NLP, and beyond. #datamodeling #deeplearningmodels #LSTM #NeuralNetworks #NeuralODEs #RNN #SequentialData #timeseriesanalysis
aicompetence.org/neural-odes-...
Latest preprint: "Parameter Inference from a Non-stationary Unknown Process" (PINUP)
We unify a previously disjoint literature on algorithms for this important problem and introduce new benchmarking results.
arxiv.org/abs/2407.089...
#timeseriesanalysis #complexsystems
Brushing up on my #timeseriesanalysis skills. Any good datasets out there to practice with? #DataScience #TimeSeries #learning #Statistics
New NIOO publication: Temporal modelling of long-term heavy metal concentrations in #AquaticEcosystems. #timeseriesanalysis #artificialneuralnetwork #metalconcentration
https://doi.org/10.2166/hydro.2023.151
