A Unifying Framework for Learning the Linear Combiners for Classifier Ensembles. - Hakan Erdogan; Mehmet Umut Sen (ICPR, 2010)

Max-Margin Stacking and Sparse Regularization for Linear Classifier Combination and Selection - Mehmet Umut Sen; Hakan Erdogan (CoRR, 2011)

Linear classifier combination and selection using group sparse regularization and hinge loss. - Mehmet Umut Sen; Hakan Erdogan (Pattern Recognit. Lett., 2013)

Deep neural networks for single channel source separation. - Emad M. Grais; Mehmet Umut Sen; Hakan Erdogan (ICASSP, 2014)

Learning word representations for Turkish. - Mehmet Umut Sen; Hakan Erdogan (SIU, 2014)

Plant Identification with Deep Learning Ensembles. - Sara Atito 001; Berrin A. Yanikoglu; Erchan Aptoula; Ipek Ganiyusufoglu; Aras Yildiz; Kerem Yildirir; Baris Sevilmis; Mehmet Umut Sen (CLEF (Working Notes), 2018)

Document classification of SuDer Turkish news corpora. - Mehmet Umut Sen; Berrin A. Yanikoglu (SIU, 2018)

Multi-modal deception detection from videos (Videolardan çoklu-modalite ile aldatmaca kestirimi) - Mehmet Umut Sen (2020)

COVID-19 Detection in Computed Tomography Images with 2D and 3D Approaches. - Sara Atito Ali Ahmed; Mehmet Can Yavuz; Mehmet Umut Sen; Fatih Gulsen; Onur Tutar; Bora Korkmazer; Cesur Samanci; Sabri Sirolu; Rauf Hamid; Ali Ergun Eryurekli; Toghrul Mammadov; Berrin A. Yanikoglu (CoRR, 2021)

Comparison and ensemble of 2D and 3D approaches for COVID-19 detection in CT images. - Sara Atito Ali Ahmed; Mehmet Can Yavuz; Mehmet Umut Sen; Fatih Gulsen; Onur Tutar; Bora Korkmazer; Cesur Samanci; Sabri Sirolu; Rauf Hamid; Ali Ergun Eryurekli; Toghrul Mammadov; Berrin A. Yanikoglu (Neurocomputing, 2022)

Multimodal Deception Detection Using Real-Life Trial Data. - Mehmet Umut Sen; Verónica Pérez-Rosas; Berrin A. Yanikoglu; Mohamed Abouelenien; Mihai Burzo; Rada Mihalcea (IEEE Trans. Affect. Comput., 2022)

Automatic Transcription of Ottoman Documents Using Deep Learning. - Esma F. Bilgin Tasdemir; Zeynep Tandogan; S. Dogan Akansu; Firat Kizilirmak; Mehmet Umut Sen; Aysu Akcan; Mehmet Kuru; Berrin Yanikoglu (DAS, 2024)

Dealing with Annotator Disagreement in Hate Speech Classification. - Somaiyeh Dehghan; Mehmet Umut Sen; Berrin Yanikoglu (CoRR, 2025)