Topic recommendation for authors as a link prediction problem. - Serpil Aslan; Mehmet Kaya (Future Gener. Comput. Syst., 2018)

Büyük ölçekli iki parçalı karmaşık ağlarda güçlendirilmiş yansıma modeline dayalı bağlantı tahmini yöntemleri (Link prediction methods based on strengthening projection model in large-scale bipartite networks) - Serpil Aslan (2018)

Time-aware link prediction based on strengthened projection in bipartite networks. - Serpil Aslan; Buket Kaya (Inf. Sci., 2020)

A novel TCNN-Bi-LSTM deep learning model for predicting sentiments of tweets about COVID-19 vaccines. - Serpil Aslan (Concurr. Comput. Pract. Exp., 2022)

Detection of hateful twitter users with graph convolutional network model. - Anil Utku; Umit Can; Serpil Aslan (Earth Sci. Informatics, 2023)

TSA-CNN-AOA: Twitter sentiment analysis using CNN optimized via arithmetic optimization algorithm. - Serpil Aslan; Soner Kiziloluk; Eser Sert (Neural Comput. Appl., 2023)

A deep learning-based sentiment analysis approach (MF-CNN-BILSTM) and topic modeling of tweets related to the Ukraine-Russia conflict. - Serpil Aslan (Appl. Soft Comput., 2023)

A new hybrid approach based on AOA, CNN and feature fusion that can automatically diagnose Parkinson's disease from sound signals: PDD-AOA-CNN. - Muhammed Yildirim; Soner Kiziloluk; Serpil Aslan; Eser Sert (Signal Image Video Process., 2024)

Correction to: Detection of hateful twitter users with graph convolutional network model. - Anil Utku; Umit Can; Serpil Aslan (Earth Sci. Informatics, 2024)

Content-Based Brain Magnetic Resonance Image Retrieval and Classification With the Proposed Deep Learning and Tissue-Based System. - Bedriye Dogan; Hursit Burak Mutlu; Muhammed Yildirim; Sercan Yalçin; Serpil Aslan; Niranjana Sampathila; Özal Yildirim; Edward J. Ciaccio; Ru-San Tan; U. Rajendra Acharya (IEEE Access, 2025)

A novel attention-based deep learning model for improving sentiment classification after the case of the 2023 Kahramanmaras/Turkey earthquake on Twitter. - Serpil Aslan; Muhammed Yildirim (PeerJ Comput. Sci., 2025)