Semi-Automatic Construction of a Domain Ontology for Wind Energy Using Wikipedia Articles. - Dilek Küçük; Yusuf Arslan (CoRR, 2014)

Basin Clustering of Turkey by Use of Monthly Stream-Flow Data. - Yusuf Arslan; Aysenur Birturk; Sinan Eren (ICMLA, 2015)

Improved Wind Power Forecasting Using Combination Methods. - Ceyda Er Koksoy; Mehmet Baris Özkan; Serkan Buhan; Turan Demirci; Yusuf Arslan; Aysenur Birturk; Pinar Karagoz (ICMLA, 2015)

Real-time Lexicon-based sentiment analysis experiments on Twitter with a mild (more information, less data) approach. - Yusuf Arslan; Aysenur Birturk; Bekjan Djumabaev; Dilek Küçük (IEEE BigData, 2017)

Twitter Sentiment Analysis Experiments Using Word Embeddings on Datasets of Various Scales. - Yusuf Arslan; Dilek Küçük; Aysenur Birturk (NLDB, 2018)

Short-Term Electricity Consumption Forecast Using Datasets of Various Granularities. - Yusuf Arslan; Aybike Simsek Dilbaz; Seyda Ertekin; Pinar Karagoz; Aysenur Birturk; Sinan Eren; Dilek Küçük (DARE@PKDD/ECML, 2018)

Clustering River Basins Using Time-Series Data Mining on Hydroelectric Energy Generation. - Yusuf Arslan; Dilek Küçük; Sinan Eren; Aysenur Birturk (DARE@PKDD/ECML, 2018)

Challenges Towards Production-Ready Explainable Machine Learning. - Lisa Veiber; Kevin Allix; Yusuf Arslan; Tegawendé F. Bissyandé; Jacques Klein (OpML, 2020)

A Comparison of Pre-Trained Language Models for Multi-Class Text Classification in the Financial Domain. - Yusuf Arslan; Kevin Allix; Lisa Veiber; Cedric Lothritz; Tegawendé F. Bissyandé; Jacques Klein; Anne Goujon (WWW (Companion Volume), 2021)

Towards Refined Classifications Driven by SHAP Explanations. - Yusuf Arslan; Bertrand Lebichot; Kevin Allix; Lisa Veiber; Clément Lefebvre; Andrey Boytsov; Anne Goujon; Tegawendé F. Bissyandé; Jacques Klein (CD-MAKE, 2022)

On the Suitability of SHAP Explanations for Refining Classifications. - Yusuf Arslan; Bertrand Lebichot; Kevin Allix; Lisa Veiber; Clément Lefebvre; Andrey Boytsov; Anne Goujon; Tegawendé F. Bissyandé; Jacques Klein (ICAART (3), 2022)

Exploiting Prototypical Explanations for Undersampling Imbalanced Datasets. - Yusuf Arslan; Kevin Allix; Clément Lefebvre; Andrey Boytsov; Tegawendé F. Bissyandé; Jacques Klein (ICMLA, 2022)