Yusuf Arslan

According to our database, Yusuf Arslan authored at least 12 papers between 2014 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Exploiting Prototypical Explanations for Undersampling Imbalanced Datasets.

Yusuf Arslan, Kevin Allix, Clément Lefebvre, Andrey Boytsov, Tegawendé F. Bissyandé, Jacques Klein

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 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

Proceedings of the 14th International Conference on Agents and Artificial Intelligence, 2022

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

Proceedings of the Machine Learning and Knowledge Extraction, 2022

2021

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

Proceedings of the Companion of The Web Conference 2021, 2021

2020

Challenges Towards Production-Ready Explainable Machine Learning.

Lisa Veiber, Kevin Allix, Yusuf Arslan, Tegawendé F. Bissyandé, Jacques Klein

Proceedings of the 2020 USENIX Conference on Operational Machine Learning, 2020

2018

Clustering River Basins Using Time-Series Data Mining on Hydroelectric Energy Generation.

Yusuf Arslan, Dilek Küçük, Sinan Eren, Aysenur Birturk

Proceedings of the Data Analytics for Renewable Energy Integration. Technologies, Systems and Society, 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

Proceedings of the Data Analytics for Renewable Energy Integration. Technologies, Systems and Society, 2018

Twitter Sentiment Analysis Experiments Using Word Embeddings on Datasets of Various Scales.

Yusuf Arslan, Dilek Küçük, Aysenur Birturk

Proceedings of the Natural Language Processing and Information Systems, 2018

2017

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

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2015

Improved Wind Power Forecasting Using Combination Methods.

Ceyda Er Koksoy, Mehmet Baris Özkan, Serkan Buhan, Turan Demirci, Yusuf Arslan, Aysenur Birturk, Pinar Karagoz

Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015

Basin Clustering of Turkey by Use of Monthly Stream-Flow Data.

Yusuf Arslan, Aysenur Birturk, Sinan Eren

Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015

2014

Semi-Automatic Construction of a Domain Ontology for Wind Energy Using Wikipedia Articles.

Dilek Küçük, Yusuf Arslan

CoRR, 2014