Serkan Ayvaz

University of Southern Denmark — Denmark

Computer Science · Physical Sciences

12h-index1.4kcitations60works0.92yr avg
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Research Topics

Semantic Web and Ontologies(7), Biomedical Text Mining and Ontologies(5), Computational Drug Discovery Methods(4), Sentiment Analysis and Opinion Mining(4), Data Quality and Management(4)

Publications60 total

Challenges in Deep Learning-Based Small Organ Segmentation: A Benchmarking Perspective for Medical Research with Limited Datasets
arXiv (Cornell University)·2025Open Access
POE-ML: An Automated Pipeline for Optimization and Evaluation of Machine Learning
2025
A Big Data Analytics System for Predicting Suicidal Ideation in Real-Time Based on Social Media Streaming Data
2025· 2 citedOpen Access
Beyond Major Floods: Deep Learning for Detecting Shallow Water Inundation in Agricultural Areas
Procedia Computer Science·2025· 1 citedOpen Access
Enhancing Retrieval-Augmented Generation Accuracy with Dynamic Chunking and Optimized Vector Search
Orclever Proceedings of Research and Development·2024· 3 citedOpen Access
Developing Linguistic Patterns to Mitigate Inherent Human Bias in Offensive Language Detection
TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES·2024Open Access
A Sentiment Analysis of Emergency Online Special Education after COVID Mass Vaccinations Started
Turkish special education journal: international.·2024Open Access
A Big Data Analytics System for Predicting Suicidal Ideation in Real-Time Based on Social Media Streaming Data
arXiv (Cornell University)·2024· 1 citedOpen Access
Developing Linguistic Patterns to Mitigate Inherent Human Bias in Offensive Language Detection
2023· 1 citedOpen Access
Remaining useful lifetime prediction for predictive maintenance in manufacturing
Computers & Industrial Engineering·2023· 64 citedOpen Access
Beyond Known Reality: Exploiting Counterfactual Explanations for Medical Research
arXiv (Cornell University)·2023· 5 citedOpen Access
A Hybrid and Scalable Sentiment Analysis Framework: Case of Russo-Ukrainian War
2023
A Blockchain-Based Secure Mutual Authentication System for E-Government Services
2023· 6 cited
Sentiments towards Emergency Remote Teaching on Twitter: A Longitudinal Comparative Sentiment Analysis
Research on Education and Psychology·2023· 1 citedOpen Access
Remaining Useful Lifetime Prediction for Predictive Maintenance in Manufacturing
SSRN Electronic Journal·2023Open Access
A Sentiment Analysis of Emergency Online Special Education on Twitter After Mass Vaccinations Started (Poster 28)
2023
Table of Contents
2022 7th International Conference on Computer Science and Engineering (UBMK)·2022Open Access
Linguistic-based Data Augmentation Approach for Offensive Language Detection
2022 7th International Conference on Computer Science and Engineering (UBMK)·2022· 2 cited
Deep Transfer Learning and Data Augmentation for Food Image Classification
2022· 6 cited
An experimental and comparative benchmark study examining resource utilization in managed Hadoop context
Cluster Computing·2022· 3 cited
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Frequent Co-authors

Mehmet Aydar(8), Yücel Batu Salman(6), Michel Dumontier(4), Toygar Tanyel(4), John R. Horn(3), Mathias Brochhausen(3), Richard D. Boyce(3), Mohamed A. Allayla(3), Oktie Hassanzadeh(2), Qian Zhu(2), Matthias Samwald(2), Mohammed O. Shiha(2), Shiva Shrotriya(2), Declan Walsh(2), Aynur Aktaş(2), Barbara Hullihen(2), Bassam Estfan(2), Bernar Taşcı(2), Ammar Omar(2), Salih Cemil Cetin(2)