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General entries of CRUISE research group (information, papers, templates and references for all repositories and projects)

TSCP2

Time Series Change Point Detection based on Contrastive Predictive Coding

Python

DroTrack

DroTrack: High-speed Drone-based Object Tracking Under Uncertainty

Python

ESPRESSO

Entropy and ShaPe awaRe timE-Series SegmentatiOn forprocessing heterogeneous sensor data

MATLAB

COCOA

COCOA: Cross Modality Contrastive Learning for Sensor Data

Python

AuxMobLCast

Python

IGTS-python

Temporal Segmentation based on Information Gain

Python

G-CREWE

Python

Evolutionary-Multivariate-Electricity-Consumption-Prediction

Multivariate Electricity Consumption Prediction with Extreme Learning Machine

MATLAB

Graph-Compression-Shrink-

Distance preserving graph compression

Java

DA-HOC-Semi-supervised-Domain-Adaptation-Prediction

DA-HOC: Semi-supervised Domain Adaptation for Room Occupancy Prediction using CO2 Sensor Data

DIEF_BTS

The Building TimeSeries (BTS) dataset covers three buildings over a three-year period, comprising more than ten thousand timeseries data points with hundreds of unique ontologies. Moreover, the metadata is standardized using the Brick schema.

Jupyter Notebook

ViLCo

Video-Language Continual Learning Benchmark

Python

MAPLE

Python

forecasting-on-new-roads

Official repo for the following paper: Traffic Forecasting on New Roads Unseen in the Training Data Using Spatial Contrastive Pre-Training (SCPT) (ECML PKDD DAMI '23)

Python

InGauge-and-EnGage-Datasets

The codes for preprocessing the En-Gage dataset

Jupyter Notebook

Travelling-Officer-Problem

Travelling Officer Problem: Managing Car Parking Violations Efficiently Using Sensor Data

C++

MLSTGCN

Python

IGTS-matlab

Temporal Segmentation based on Information Gain

MATLAB

SD-HOC-Seasonal-Decomposition-Algorithm-for-Mining-Lagged-Time-Series

covid-19-behaviour

Scripts to generate figures for the COVID-19 Behaviour study

Python

mobiute-android

Mobi-UTE: Android App

Java

Automated-density-based-clustering-for-interactive-data-exploration

Automated density-based clustering of spatial urban data for interactive data exploration (based on DBSCAN and HDBSCAN)

Java

mobiute-ios

Mobi-UTE: iOS App

Swift

RUP-Large-Room-Utilisation-Prediction

RUP: Large Room Utilisation Prediction with carbon dioxide sensor

OPTWIN

Optimal time window for temporal segmentation of sensor streams in multi-activity recognition

Python

Topical-Event-Detection-on-Twitter

Topical Event Detection on Twitter

i-align

Jupyter Notebook

Human-occupancy-recognition-with-multivariate-ambient-sensors

Human occupancy recognition with multivariate ambient sensors

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