---
_id: '6655'
article_number: '114295'
author:
- first_name: Alaa
  full_name: Tharwat, Alaa
  id: '238549'
  last_name: Tharwat
- first_name: Bjarne
  full_name: Jaster, Bjarne
  id: '252434'
  last_name: Jaster
  orcid: 0000-0002-8362-5369
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0002-8362-5369/work/207108820
- first_name: Wolfram
  full_name: Schenck, Wolfram
  id: '224375'
  last_name: Schenck
  orcid: 0000-0003-3300-2048
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0003-3300-2048/work/207108821
- first_name: Martin
  full_name: Kohlhase, Martin
  id: '226669'
  last_name: Kohlhase
  orcid: 0009-0002-9374-0720
  orcid_put_code_url: https://api.orcid.org/v2.0/0009-0002-9374-0720/work/207108822
citation:
  alphadin: '<span style="font-variant:small-caps;">Tharwat, Alaa</span> ; <span style="font-variant:small-caps;">Jaster,
    Bjarne</span> ; <span style="font-variant:small-caps;">Schenck, Wolfram</span>
    ; <span style="font-variant:small-caps;">Kohlhase, Martin</span>: Active learning
    evaluation metrics for classification and regression frameworks. In: <i>Engineering
    Applications of Artificial Intelligence</i> Bd. 171, Elsevier BV (2026)'
  ama: Tharwat A, Jaster B, Schenck W, Kohlhase M. Active learning evaluation metrics
    for classification and regression frameworks. <i>Engineering Applications of Artificial
    Intelligence</i>. 2026;171. doi:<a href="https://doi.org/10.1016/j.engappai.2026.114295">10.1016/j.engappai.2026.114295</a>
  apa: Tharwat, A., Jaster, B., Schenck, W., &#38; Kohlhase, M. (2026). Active learning
    evaluation metrics for classification and regression frameworks. <i>Engineering
    Applications of Artificial Intelligence</i>, <i>171</i>. <a href="https://doi.org/10.1016/j.engappai.2026.114295">https://doi.org/10.1016/j.engappai.2026.114295</a>
  bibtex: '@article{Tharwat_Jaster_Schenck_Kohlhase_2026, title={Active learning evaluation
    metrics for classification and regression frameworks}, volume={171}, DOI={<a href="https://doi.org/10.1016/j.engappai.2026.114295">10.1016/j.engappai.2026.114295</a>},
    number={114295}, journal={Engineering Applications of Artificial Intelligence},
    publisher={Elsevier BV}, author={Tharwat, Alaa and Jaster, Bjarne and Schenck,
    Wolfram and Kohlhase, Martin}, year={2026} }'
  chicago: Tharwat, Alaa, Bjarne Jaster, Wolfram Schenck, and Martin Kohlhase. “Active
    Learning Evaluation Metrics for Classification and Regression Frameworks.” <i>Engineering
    Applications of Artificial Intelligence</i> 171 (2026). <a href="https://doi.org/10.1016/j.engappai.2026.114295">https://doi.org/10.1016/j.engappai.2026.114295</a>.
  ieee: A. Tharwat, B. Jaster, W. Schenck, and M. Kohlhase, “Active learning evaluation
    metrics for classification and regression frameworks,” <i>Engineering Applications
    of Artificial Intelligence</i>, vol. 171, 2026.
  mla: Tharwat, Alaa, et al. “Active Learning Evaluation Metrics for Classification
    and Regression Frameworks.” <i>Engineering Applications of Artificial Intelligence</i>,
    vol. 171, 114295, Elsevier BV, 2026, doi:<a href="https://doi.org/10.1016/j.engappai.2026.114295">10.1016/j.engappai.2026.114295</a>.
  short: A. Tharwat, B. Jaster, W. Schenck, M. Kohlhase, Engineering Applications
    of Artificial Intelligence 171 (2026).
date_created: 2026-02-27T10:10:55Z
date_updated: 2026-03-17T15:29:33Z
doi: 10.1016/j.engappai.2026.114295
intvolume: '       171'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.1016/j.engappai.2026.114295
oa: '1'
publication: Engineering Applications of Artificial Intelligence
publication_identifier:
  issn:
  - '09521976'
publication_status: published
publisher: Elsevier BV
status: public
title: Active learning evaluation metrics for classification and regression frameworks
type: journal_article
user_id: '252434'
volume: 171
year: '2026'
...
---
_id: '6322'
article_number: '105500'
author:
- first_name: Akim
  full_name: Kapsalyamov, Akim
  id: '257451'
  last_name: Kapsalyamov
  orcid: 0000-0003-3700-6214
  orcid_put_code_url: https://api.orcid.org/v2.0/0000-0003-3700-6214/work/197760107
- first_name: Shahid
  full_name: Hussain, Shahid
  last_name: Hussain
- first_name: Nicholas A.T.
  full_name: Brown, Nicholas A.T.
  last_name: Brown
- first_name: Roland
  full_name: Goecke, Roland
  last_name: Goecke
- first_name: Munawar
  full_name: Hayat, Munawar
  last_name: Hayat
- first_name: Prashant K.
  full_name: Jamwal, Prashant K.
  last_name: Jamwal
citation:
  alphadin: '<span style="font-variant:small-caps;">Kapsalyamov, Akim</span> ; <span
    style="font-variant:small-caps;">Hussain, Shahid</span> ; <span style="font-variant:small-caps;">Brown,
    Nicholas A.T.</span> ; <span style="font-variant:small-caps;">Goecke, Roland</span>
    ; <span style="font-variant:small-caps;">Hayat, Munawar</span> ; <span style="font-variant:small-caps;">Jamwal,
    Prashant K.</span>: Synthesis of a six-bar mechanism for generating knee and ankle
    motion trajectories using deep generative neural network. In: <i>Engineering Applications
    of Artificial Intelligence</i> Bd. 117, Elsevier BV (2023)'
  ama: Kapsalyamov A, Hussain S, Brown NAT, Goecke R, Hayat M, Jamwal PK. Synthesis
    of a six-bar mechanism for generating knee and ankle motion trajectories using
    deep generative neural network. <i>Engineering Applications of Artificial Intelligence</i>.
    2023;117. doi:<a href="https://doi.org/10.1016/j.engappai.2022.105500">10.1016/j.engappai.2022.105500</a>
  apa: Kapsalyamov, A., Hussain, S., Brown, N. A. T., Goecke, R., Hayat, M., &#38;
    Jamwal, P. K. (2023). Synthesis of a six-bar mechanism for generating knee and
    ankle motion trajectories using deep generative neural network. <i>Engineering
    Applications of Artificial Intelligence</i>, <i>117</i>. <a href="https://doi.org/10.1016/j.engappai.2022.105500">https://doi.org/10.1016/j.engappai.2022.105500</a>
  bibtex: '@article{Kapsalyamov_Hussain_Brown_Goecke_Hayat_Jamwal_2023, title={Synthesis
    of a six-bar mechanism for generating knee and ankle motion trajectories using
    deep generative neural network}, volume={117}, DOI={<a href="https://doi.org/10.1016/j.engappai.2022.105500">10.1016/j.engappai.2022.105500</a>},
    number={105500}, journal={Engineering Applications of Artificial Intelligence},
    publisher={Elsevier BV}, author={Kapsalyamov, Akim and Hussain, Shahid and Brown,
    Nicholas A.T. and Goecke, Roland and Hayat, Munawar and Jamwal, Prashant K.},
    year={2023} }'
  chicago: Kapsalyamov, Akim, Shahid Hussain, Nicholas A.T. Brown, Roland Goecke,
    Munawar Hayat, and Prashant K. Jamwal. “Synthesis of a Six-Bar Mechanism for Generating
    Knee and Ankle Motion Trajectories Using Deep Generative Neural Network.” <i>Engineering
    Applications of Artificial Intelligence</i> 117 (2023). <a href="https://doi.org/10.1016/j.engappai.2022.105500">https://doi.org/10.1016/j.engappai.2022.105500</a>.
  ieee: A. Kapsalyamov, S. Hussain, N. A. T. Brown, R. Goecke, M. Hayat, and P. K.
    Jamwal, “Synthesis of a six-bar mechanism for generating knee and ankle motion
    trajectories using deep generative neural network,” <i>Engineering Applications
    of Artificial Intelligence</i>, vol. 117, 2023.
  mla: Kapsalyamov, Akim, et al. “Synthesis of a Six-Bar Mechanism for Generating
    Knee and Ankle Motion Trajectories Using Deep Generative Neural Network.” <i>Engineering
    Applications of Artificial Intelligence</i>, vol. 117, 105500, Elsevier BV, 2023,
    doi:<a href="https://doi.org/10.1016/j.engappai.2022.105500">10.1016/j.engappai.2022.105500</a>.
  short: A. Kapsalyamov, S. Hussain, N.A.T. Brown, R. Goecke, M. Hayat, P.K. Jamwal,
    Engineering Applications of Artificial Intelligence 117 (2023).
date_created: 2025-11-24T10:25:23Z
date_updated: 2026-03-17T15:29:29Z
doi: 10.1016/j.engappai.2022.105500
intvolume: '       117'
language:
- iso: eng
publication: Engineering Applications of Artificial Intelligence
publication_identifier:
  issn:
  - '09521976'
publication_status: published
publisher: Elsevier BV
status: public
title: Synthesis of a six-bar mechanism for generating knee and ankle motion trajectories
  using deep generative neural network
type: journal_article
user_id: '263827'
volume: 117
year: '2023'
...