Software | Research Software Directory

IUI2025_ConvXAI

User Interaction Dataset associated with IUI 2025 paper "Is Conversational XAI All You Need? Human-AI Decision Making With a Conversational XAI Assistant"

Appropriate Reliance
Conversational XAI Interface
Human-AI Decision Making

Jupyter Notebook
Python
Other
+ 1

3

2

mpcrl-for-ramp-metering

Source code for the publication: Reinforcement Learning with Model Predictive Control for Highway Ramp Metering

Model predictive control
Ramp Metering
Reinforcement learning

Python
Other
Markdown
+ 1

1

2

petcluster

Petrochemical cluster analysis tool

complex networks
Industrial cluster
industrial ecology
+ 2

Python
Other
Markdown

4

2

Software and data underlying the publication: Faithful Model Explanations through Energy-Constrained Conformal Counterfactuals

Classification and Regression
Deep Generative Models & Autoencoders
Humanities & Computational Social Science
+ 1

TeX
Other
Julia
+ 6

3

2

AutoEncodersDLSCA

Code underlying the publication: Autoencoder-enabled model portability for reducing hyperparameter tuning efforts in side-channel analysis

Autoencoders
Hyperparameter Tuning
Portability
+ 3

Python
Other
Markdown

1

Code underlying the publication: Exploiting Learned Symmetries in Group Equivariant Convolutions

equivariance
equivariant convolutions
separable convolutions

Python
Other
Markdown

2

1

Code underlying the publication: "Humans disagree with the IoU for measuring object detector localization error."

Human preference
Intersection over Union (IoU)
Object detection

Jupyter Notebook
Other
Markdown

3

1

Code underlying the publication: "Video BagNet: short temporal receptive fields increase robustness in long-term action recognition"

3D-CNN
Action recognition
BagNet
+ 2

Python
Markdown
XML
+ 1

4

1

CounterfactualExplanations.jl

Software and data underlying the publication: Explaining Black-Box Models through Counterfactuals

Algorithmic Recourse
Counterfactual Explanations
explainable artificial intelligence
+ 1

Other
Julia
TeX
+ 7

3

1

Dataset-NonDimensionalisationQMOM

Data to reproduce the paper: "Non-dimensionalization of quadrature method of moments for wet granulation"

10th granulation conference Sheffield
Buckingham Theorem
non-dimensionalization
+ 3

Other
Matlab
Markdown
+ 1

3

1

det2d-read

Python package to read 2D human poses from json files

2D pose detection
Data loading
Multiprocessing
+ 1

Python
Markdown
Other
+ 2

1

Effects of PLU Polling Interval

The codes associated with the publication: The Effects of PLU Polling Interval on the Reconstructed OD Matrix: A Dutch Case Study Using a Data-Driven Method

Bayesian
GSM
OD matrix
+ 2

Jupyter Notebook
Markdown
Other

3

1

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