A Bayesian network for early diagnosis of sepsis patients: a basis for a clinical decision support system. - Eren Gultepe; Hien Nguyen; Timothy E. Albertson; Ilias Tagkopoulos (ICCABS, 2012)

From vital signs to clinical outcomes for patients with sepsis: a machine learning basis for a clinical decision support system. - Eren Gultepe; Jeffrey P. Green; Hien Nguyen; Jason Adams; Timothy E. Albertson; Ilias Tagkopoulos (J. Am. Medical Informatics Assoc., 2014)

Activity-based sampling of Twitter users for temporal prediction models. - Somayyeh Aghababaei; Eren Gultepe; Iuliia Chepurna; Masoud Makrehchi (BESC, 2016)

Latent Semantic Analysis Boosted Convolutional Neural Networks for Document Classification. - Eren Gultepe; Mehran Kamkarhaghighi; Masoud Makrehchi (BESC, 2018)

Improving clustering performance using independent component analysis and unsupervised feature learning. - Eren Gultepe; Masoud Makrehchi (Hum. centric Comput. Inf. Sci., 2018)

Deep Learning for Document Representation. - Mehran Kamkarhaghighi; Eren Gultepe; Masoud Makrehchi (Handbook of Deep Learning Applications, 2019)

Document classification using convolutional neural networks with small window sizes and latent semantic analysis. - Eren Gultepe; Mehran Kamkarhaghighi; Masoud Makrehchi (Web Intell., 2020)

Analyzing Indo-European Language Similarities Using Document Vectors. - Samuel R. Schrader; Eren Gultepe (Informatics, 2023)

Generative Nowcasting of Marine Fog Visibility in the Grand Banks area and Sable Island in Canada. - Eren Gultepe; Sen Wang; Byron Blomquist; Harindra J. S. Fernando; O. Patrick Kreidl; David J. Delene; Ismail Gultepe (CoRR, 2024)

LLMs in the Classroom: Outcomes and Perceptions of Questions Written with the Aid of AI. - Gavin Witsken; Igor Crk; Eren Gultepe (AAAI, 2025)

Mapping Hymns and Organizing Concepts in the Rigveda: Quantitatively Connecting the Vedic Suktas. - Venkatesh Bollineni; Igor Crk; Eren Gultepe (CoRR, 2025)