Top Tweets for #Timeseriesclassification
Huh! Time series got the better part of me. Why am I refactoring my final year project to instead use a time series model to analyze lung auscultation and make predicaments on whether it indicates COPD or Pneumonia or the lung auscultation is normal? #Timeseriesclassification
Checkout our new code for convolution filters visualization used to analyze the filters space of a CNN model !
#timeseriesnalysis #CNN #convolutionneuralnetworks #timeseries #timeseriesclassification #machinelearning
We publicly released a simple code to facilitate the visualization and comparison of 1D convolution kernels learned by deep models on time series analysis tasks, mainly based on bokeh and @aeon_toolkit.
#mdpientropy "Cross-Entropy Learning for Aortic Pathology Classification of Artificial Multi-Sensor Impedance Cardiography Signals" https://t.co/phb7hoZosm
#crossentropy
#machinelearning
#datafusion
#timeseriesclassification
Transfomers can be used to perform #TimeSeriesClassification. #Keras provides an example notebook here: https://t.co/wZYJtZLR11
Christmas came early this year: MINIROCKET ("'A Very Fast (Almost) Deterministic Transform for Time Series Classification") is here (https://t.co/FpYANAwqwp). The GPL'ed code resides here: https://t.co/O3Mifu0yDq. #TSC #TimeSeriesClassification
My conference paper "Classifying muscle states with ultrasonic single element transducer data using machine learning strategies" was just published @ASA_POMA. You can find it here: https://t.co/cOaDG5DL29 #TimeSeriesClassification #Ultrasound #MachineLearning
Comparison of dictionary classifiers for #timeseriesclassification. We are developing new workflow for runtime and memory evaluation, suggestions welcome! https://t.co/SKrgn4oAuP
"Adversarial Attacks on Deep Neural Networks for Time Series Classification" (https://t.co/0hjEPzIHP3) is a very interesting read by @hassanfawaz93, @gforestier et. al, which shows how deep neural nets for TSC can be fooled. #TimeSeriesClassification #TSC
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