Hybrid music recommendation based on different dimensions of audio content and an entropy measure. - Zehra Cataltepe; Berna Altinel (EUSIPCO, 2007)

A Semantic Kernel for Text Classification Based on Iterative Higher-Order Relations between Words and Documents. - Berna Altinel; Murat Can Ganiz; Banu Diri (ICAISC (1), 2014)

A simple semantic kernel approach for SVM using higher-order paths. - Berna Altinel; Murat Can Ganiz; Banu Diri (INISTA, 2014)

A corpus-based semantic kernel for text classification by using meaning values of terms. - Berna Altinel; Murat Can Ganiz; Banu Diri (Eng. Appl. Artif. Intell., 2015)

A novel semantic smoothing kernel for text classification with class-based weighting. - Berna Altinel; Banu Diri; Murat Can Ganiz (Knowl. Based Syst., 2015)

A new hybrid semi-supervised algorithm for text classification with class-based semantics. - Berna Altinel; Murat Can Ganiz (Knowl. Based Syst., 2016)

Instance labeling in semi-supervised learning with meaning values of words. - Berna Altinel; Murat Can Ganiz; Banu Diri (Eng. Appl. Artif. Intell., 2017)

Semantic text classification: A survey of past and recent advances. - Berna Altinel; Murat Can Ganiz (Inf. Process. Manag., 2018)

Diffused Label Propagation based Transductive Classification Algorithm for Word Sense Disambiguation. - Gökhan Kocaman; Bilge Sipal; Aydin Gerek; Berna Altinel; Murat Can Ganiz (INISTA, 2019)

Turkish Tweet Classification with Transformer Encoder. - Atif Emre Yüksel; Yacsar Alim Türkmen; Arzucan Özgür; Berna Altinel (RANLP, 2019)

Overview of the BioCreative VI Precision Medicine Track: mining protein interactions and mutations for precision medicine. - Rezarta Islamaj Dogan; Sun Kim; Andrew Chatr-aryamontri; Chih-Hsuan Wei; Donald C. Comeau; Rui Antunes 002; Sérgio Matos; Qingyu Chen 001; Aparna Elangovan; Nagesh C. Panyam; Karin Verspoor; Hongfang Liu; et al. (Database J. Biol. Databases Curation, 2019)

Word sense disambiguation using semantic kernels with class-based term values. - Berna Altinel; Murat Can Ganiz; Bilge Sipal; Erencan Erkaya; Onur Can Yücedag; Muhammed Ali Dogan (Turkish J. Electr. Eng. Comput. Sci., 2019)

Enhancing the Performance of WSD Task Using Regularized GNNs With Semantic Diffusion. - Bilge Sipal Sert; Eren Elma; Berna Altinel (IEEE Access, 2023)