PUMA publications for /author/Yujiang%20Hehttps://puma.uni-kassel.de/author/Yujiang%20HePUMA RSS feed for /author/Yujiang%20He2024-03-28T09:03:37+01:00- CLeaR: An adaptive continual learning framework for regression taskshttps://puma.uni-kassel.de/bibtex/2df315115321132c0bb801b89437f1d31/04068750040687502021-07-16T14:20:19+02:00imported isac-www <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Yujiang He" itemprop="url" href="/author/Yujiang%20He"><span itemprop="name">Y. He</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Bernhard Sick" itemprop="url" href="/author/Bernhard%20Sick"><span itemprop="name">B. Sick</span></a></span>. </span><span itemtype="http://schema.org/PublicationIssue" itemscope="itemscope" itemprop="isPartOf"><span itemtype="http://schema.org/Periodical" itemscope="itemscope" itemprop="isPartOf"><span itemprop="name"><em>AI Perspectives</em></span></span> <em><span itemtype="http://schema.org/PublicationVolume" itemscope="itemscope" itemprop="isPartOf"><span itemprop="volumeNumber">3 </span></span>(<span itemprop="issueNumber">1</span>):
<span itemprop="pagination">2</span></em> </span>(<em><span>16.07.2021<meta content="16.07.2021" itemprop="datePublished"/></span></em>)
- Uncertainty and Utility Sampling with Pre-Clusteringhttps://puma.uni-kassel.de/bibtex/2ded4abeb9d7f10a2d290b2826d3364f8/04068750040687502021-08-20T12:38:00+02:00imported isac-www <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Zhixin Huang" itemprop="url" href="/author/Zhixin%20Huang"><span itemprop="name">Z. Huang</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Yujiang He" itemprop="url" href="/author/Yujiang%20He"><span itemprop="name">Y. He</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Stephan Vogt" itemprop="url" href="/author/Stephan%20Vogt"><span itemprop="name">S. Vogt</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Bernhard Sick" itemprop="url" href="/author/Bernhard%20Sick"><span itemprop="name">B. Sick</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">Workshop on Interactive Adaptive Learning (IAL), ECML PKDD</span>, </em></span>(<em><span>2021<meta content="2021" itemprop="datePublished"/></span></em>)<em>(accepted).</em>
- Adaptive Explainable Continual Learning Framework for Regression Problems with Focus on Power Forecastshttps://puma.uni-kassel.de/bibtex/28c277a6ad33b732d6a7dd6c87f36d924/04068750040687502022-07-21T10:39:54+02:00itegpub imported isac-www <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Yujiang He" itemprop="url" href="/author/Yujiang%20He"><span itemprop="name">Y. He</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">Organic Computing -- Doctoral Dissertation Colloquium 2021</span>, </em><em><span itemprop="publisher">kassel university press</span>, </em></span>(<em><span>2022<meta content="2022" itemprop="datePublished"/></span></em>)
- Design of Explainability Module with Experts in the Loop for Visualization and Dynamic Adjustment of Continual Learninghttps://puma.uni-kassel.de/bibtex/2040c3c0e2cae3bcf668f6c6a67aed6be/04068750040687502022-10-19T17:57:52+02:00Explainability itegpub Evaluation ContinualLearning imported Visualization isac-www <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Yujiang He" itemprop="url" href="/author/Yujiang%20He"><span itemprop="name">Y. He</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Zhixin Huang" itemprop="url" href="/author/Zhixin%20Huang"><span itemprop="name">Z. Huang</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Bernhard Sick" itemprop="url" href="/author/Bernhard%20Sick"><span itemprop="name">B. Sick</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">Workshop on Interactive Machine Learning Workshop (IMLW), AAAI</span>, </em></span><em>Seite <span itemprop="pagination">1--6</span>. </em>(<em><span>2022<meta content="2022" itemprop="datePublished"/></span></em>)
- Active Learning with Fast Model Updates and Class-Balanced Selection for Imbalanced Datasetshttps://puma.uni-kassel.de/bibtex/253a9d44816a8f463ce66e8efa287fb0b/04068750040687502023-12-05T14:38:43+01:00ImbalancedDataset FastModelUpdates itegpub ActiveLearning ClassBalancedSelection imported isac-www <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Zhixin Huang" itemprop="url" href="/author/Zhixin%20Huang"><span itemprop="name">Z. Huang</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Yujiang He" itemprop="url" href="/author/Yujiang%20He"><span itemprop="name">Y. He</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Marek Herde" itemprop="url" href="/author/Marek%20Herde"><span itemprop="name">M. Herde</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Denis Huseljic" itemprop="url" href="/author/Denis%20Huseljic"><span itemprop="name">D. Huseljic</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Bernhard Sick" itemprop="url" href="/author/Bernhard%20Sick"><span itemprop="name">B. Sick</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">Workshop on Interactive Adapative Learning (IAL), ECML PKDD</span>, </em></span><em>Seite <span itemprop="pagination">28--45</span>. </em>(<em><span>2023<meta content="2023" itemprop="datePublished"/></span></em>)
- PrOuD: Probabilistic Outlier Detection Solution for Time Series Analysis on Real-world Photovoltaic Invertershttps://puma.uni-kassel.de/bibtex/2f3ffc0a2138c25f36764613251b966ff/04068750040687502024-01-02T11:10:06+01:00probabilistic_forecasting itegpub time_series outlier_detection photovoltaic imported novelty anomaly explainability isac-www <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Yujiang He" itemprop="url" href="/author/Yujiang%20He"><span itemprop="name">Y. He</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Zhixin Huang" itemprop="url" href="/author/Zhixin%20Huang"><span itemprop="name">Z. Huang</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Stephan Vogt" itemprop="url" href="/author/Stephan%20Vogt"><span itemprop="name">S. Vogt</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Bernhard Sick" itemprop="url" href="/author/Bernhard%20Sick"><span itemprop="name">B. Sick</span></a></span>. </span><span itemtype="http://schema.org/PublicationIssue" itemscope="itemscope" itemprop="isPartOf"><span itemtype="http://schema.org/Periodical" itemscope="itemscope" itemprop="isPartOf"><span itemprop="name"><em>Energies (MDPI)</em></span></span> <em><span itemtype="http://schema.org/PublicationVolume" itemscope="itemscope" itemprop="isPartOf"><span itemprop="volumeNumber">17 </span></span>(<span itemprop="issueNumber">1</span>):
<span itemprop="pagination">64</span></em> </span>(<em><span>2024<meta content="2024" itemprop="datePublished"/></span></em>)
- Spatio-Temporal Attention Graph Neural Network for Remaining Useful Life Predictionhttps://puma.uni-kassel.de/bibtex/2ad927931297c4668fb4cda3fa215b717/04068750040687502024-02-21T17:09:30+01:00Graph_Neural_Network itegpub Clustering_Normalization Remaining_Useful_Life imported Spatio-Temporal_Attention RUL_Prediction isac-www <span class="authorEditorList"><span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Zhixin Huang" itemprop="url" href="/author/Zhixin%20Huang"><span itemprop="name">Z. Huang</span></a></span>, <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Yujiang He" itemprop="url" href="/author/Yujiang%20He"><span itemprop="name">Y. He</span></a></span>, und <span itemtype="http://schema.org/Person" itemscope="itemscope" itemprop="author"><a title="Bernhard Sick" itemprop="url" href="/author/Bernhard%20Sick"><span itemprop="name">B. Sick</span></a></span>. </span><span itemtype="http://schema.org/Book" itemscope="itemscope" itemprop="isPartOf"><em><span itemprop="name">Computational Science and Computational Intelligence (CSCI)</span>, </em></span><em><span itemprop="publisher">IEEE</span>, </em>(<em><span>2023<meta content="2023" itemprop="datePublished"/></span></em>)<em>(accepted).</em>