ForecastExplainer: Explainable household energy demand forecasting by approximating shapley values using DeepLIFT

to related objects

Location: Deutsche Nationalbibliothek Frankfurt am Main

Extent: Online-Ressource

Language: Englisch

Bibliographic citation: In: Technological Forecasting and Social Change, 206, 4, 123588, 16 S.

Classification: Wirtschaft

Event: Veröffentlichung

(where): Sankt Augustin

(who): Hochschule Bonn-Rhein-Sieg

(when): 2024

Creator: Shajalal, Md
Boden, Alexander
Stevens, Gunnar

DOI: 10.1016/j.techfore.2024.123588

URN: urn:nbn:de:hbz:1044-opus-85195

Rights: Der Zugriff auf das Objekt ist unbeschränkt möglich.

Last update: 14.08.2025, 10:47 AM CEST

Data provider

This object is provided by:
Deutsche Nationalbibliothek. If you have any questions about the object, please contact the data provider.

Show original at data provider

Associated

Shajalal, Md
Boden, Alexander
Stevens, Gunnar
Hochschule Bonn-Rhein-Sieg

Time of origin

2024

Other Objects (12)

Shapley value: from cooperative game to explainable artificial intelligence

Improving the explainability of autoencoder factors for commodities through forecast-based Shapley values

Fotografie

Shapley, Martha Betz

Gale-Shapley Verified

Approximating Perpetuities

Arbeitspapier

Approximating data and statistical procedures. I. Approximating data

Approximating Data and Statistical Procedures - I. Approximating Data

Cross invariance, the Shapley value, and the Shapley–Shubik power index

Arbeitspapier

On Weighted Shapley Values

Arbeitspapier

The Bonacich Shapley centrality

Approximating solution structure

Approximating Walrasian Equilibria

Shapley value: from cooperative game to explainable artificial intelligence

Improving the explainability of autoencoder factors for commodities through forecast-based Shapley values

Fotografie

Shapley, Martha Betz

Gale-Shapley Verified

Approximating Perpetuities

Arbeitspapier

Approximating data and statistical procedures. I. Approximating data

Approximating Data and Statistical Procedures - I. Approximating Data

Cross invariance, the Shapley value, and the Shapley–Shubik power index

Arbeitspapier

On Weighted Shapley Values

Arbeitspapier

The Bonacich Shapley centrality

Approximating solution structure

Approximating Walrasian Equilibria

Shapley value: from cooperative game to explainable artificial intelligence

Improving the explainability of autoencoder factors for commodities through forecast-based Shapley values

Fotografie

Shapley, Martha Betz

Gale-Shapley Verified

Approximating Perpetuities

Arbeitspapier

Approximating data and statistical procedures. I. Approximating data

Approximating Data and Statistical Procedures - I. Approximating Data

Cross invariance, the Shapley value, and the Shapley–Shubik power index

Arbeitspapier

On Weighted Shapley Values

Arbeitspapier

The Bonacich Shapley centrality

Approximating solution structure

Approximating Walrasian Equilibria

Cultural heritage institutions wishing to register will find more information here.

Fields marked * need to be filled in.

Username*

Please enter your username

Email*

Please enter your email address

Please do not fill this field

First name

Last name

Password*

Please enter your password

Confirm password*

Please enter the same password

I have read the terms of use and the privacy policy for the collection of personal data and accept them. *

This field is required.

I would like to subscribe to the newsletter of the Deutsche Digitale Bibliothek. See newsletter subscription info.

Account created

Your "My DDB" account has been successfully created. Before you can log in to your account, you must click the confirmation link in the message we just sent to the email address you provided.

ForecastExplainer: Explainable household energy demand forecasting by approximating shapley values using DeepLIFT

Object Details

References and Relationships

Classification and Topics

Contributors, Places and Time

Further information

Data provider

Associated

Time of origin

Other Objects (12)

Shapley value: from cooperative game to explainable artificial intelligence

Improving the explainability of autoencoder factors for commodities through forecast-based Shapley values

Shapley, Martha Betz

Gale-Shapley Verified

Approximating Perpetuities

Approximating data and statistical procedures. I. Approximating data

Approximating Data and Statistical Procedures - I. Approximating Data

Cross invariance, the Shapley value, and the Shapley–Shubik power index

On Weighted Shapley Values

The Bonacich Shapley centrality

Approximating solution structure

Approximating Walrasian Equilibria

Shapley value: from cooperative game to explainable artificial intelligence

Improving the explainability of autoencoder factors for commodities through forecast-based Shapley values

Shapley, Martha Betz

Gale-Shapley Verified

Approximating Perpetuities

Approximating data and statistical procedures. I. Approximating data

Approximating Data and Statistical Procedures - I. Approximating Data

Cross invariance, the Shapley value, and the Shapley–Shubik power index

On Weighted Shapley Values

The Bonacich Shapley centrality

Approximating solution structure

Approximating Walrasian Equilibria

Shapley value: from cooperative game to explainable artificial intelligence

Improving the explainability of autoencoder factors for commodities through forecast-based Shapley values

Shapley, Martha Betz

Gale-Shapley Verified

Approximating Perpetuities

Approximating data and statistical procedures. I. Approximating data

Approximating Data and Statistical Procedures - I. Approximating Data

Cross invariance, the Shapley value, and the Shapley–Shubik power index

On Weighted Shapley Values

The Bonacich Shapley centrality

Approximating solution structure

Approximating Walrasian Equilibria

Related objects

Reset password