The code for the paper "Data Fusion for Deep Learning on Transport Mode Detection: A Case Study", EANN 2021

StressID - a Multimodal Dataset for Stress Identification

Ensemble Machine Learning Model Trained on Combined Public Datasets Generalizes Well for Stress Prediction Using Wearable Device Biomarkers

Segmentation Algorithms for Physiological Time Series

Stress detection using Convolutional Neural Network and Gramian Angular Field images

LSTM model on multi modal sensor dataset for continuous stress detection of nurses in a hospital (Assignment)

This research paper aimed to detect the stress levels of nurses in a hospital setting using a multimodal sensor dataset consisting of Electrodermal Activity (EDA), Skin Temperature, and Heart Rate …

NeuroKit2: The Python Toolbox for Neurophysiological Signal Processing

Stress detection system showcase that utilizes automatic machine learning for stress detection from wearable sensor data

Are you ready to FLIRT with your wearable data?

Code to reproduce the STREDWES results on the SWELL-KW dataset

We have created a model to predict how many bicycles will be rented in the following days. The features used like weather, temperature, working day are explained in the following sections in detail…

This repository is associated with the blog post on "Data Generators with Keras and Tensorflow on Google Colab"

Deep dive on Markov transition fields applied to time series analysis

Python library for calling Cytoscape Automation via CyREST

Code for the Representation Learning for Stress Classification and Personalization

A list of awesome GNN systems.

E4 data, EDA stress detection

A scikit-learn compatible neural network library that wraps PyTorch

🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.

Multilayer network tensor factorization, for community detection, link prediction and measure layer interdependence.

Code to reproduce the experiments of the article "Subsampling Methods for Persistent Homology", Chazal et al.

DIstributed Persistence-Optimized Local Embeddings

Repository to data sets and features used in "MHVG2MTS: Multilayer Horizontal Visibility Graphs to Multivariate Time Series Analysis".