Building Summary Graphs of RDF Data in Semantic Web. - Serkan Ayvaz; Mehmet Aydar; Austin Melton (COMPSAC, 2015)

Automatic Weight Generation and Class Predicate Stability in RDF Summary Graphs. - Mehmet Aydar; Serkan Ayvaz; Austin Melton (IESD@ISWC, 2015)

Toward a complete dataset of drug-drug interaction information from publicly available sources. - Serkan Ayvaz; John R. Horn; Oktie Hassanzadeh; Qian Zhu 003; Johann Stan; Nicholas P. Tatonetti; Santiago Vilar; Mathias Brochhausen; Matthias Samwald; Majid Rastegar-Mojarad; Michel Dumontier; Richard D. Boyce (J. Biomed. Informatics, 2015)

Near neighbor explorations for keyword-based semantic searches using RDF summary graph () - Serkan Ayvaz (2015)

Using RDF Summary Graph For Keyword-based Semantic Searches. - Serkan Ayvaz; Mehmet Aydar (CoRR, 2017)

Drug-drug interaction discovery and demystification using Semantic Web technologies. - Adeeb Noor; Abdullah Assiri; Serkan Ayvaz; Connor Clark; Michel Dumontier (J. Am. Medical Informatics Assoc., 2017)

A Scalable Streaming Big Data Architecture for Real-Time Sentiment Analysis. - Serkan Ayvaz; Mohammed O. Shiha (ICCBDC, 2018)

Sentiment analysis on Twitter: A text mining approach to the Syrian refugee crisis. - Nazan Öztürk; Serkan Ayvaz (Telematics Informatics, 2018)

A Negative Similarity Based Hybrid Recommender System Using Apache Spark. - Mustafa Fatih Cetin; Serkan Ayvaz (ICAAI, 2019)

Towards a Blockchain based digital identity verification, record attestation and record sharing system. - Mehmet Aydar; Serkan Ayvaz (CoRR, 2019)

Private key encryption and recovery in blockchain. - Mehmet Aydar; Salih Cemil Cetin; Serkan Ayvaz; Betül Aygün (CoRR, 2019)

Dynamic Discovery of Type Classes and Relations in Semantic Web Data. - Serkan Ayvaz; Mehmet Aydar (J. Data Semant., 2019)

An improved method of locality-sensitive hashing for scalable instance matching. - Mehmet Aydar; Serkan Ayvaz (Knowl. Inf. Syst., 2019)

Predictive maintenance system for production lines in manufacturing: A machine learning approach using IoT data in real-time. - Serkan Ayvaz; Koray Alpay (Expert Syst. Appl., 2021)

An experimental and comparative benchmark study examining resource utilization in managed Hadoop context. - Uluer Emre Özdil; Serkan Ayvaz (Clust. Comput., 2023)

Beyond Known Reality: Exploiting Counterfactual Explanations for Medical Research. - Toygar Tanyel; Serkan Ayvaz; Bilgin Keserci (CoRR, 2023)

Remaining useful lifetime prediction for predictive maintenance in manufacturing. - Bernar Tasci; Ammar Omar; Serkan Ayvaz (Comput. Ind. Eng., 2023)

A Big Data Analytics System for Predicting Suicidal Ideation in Real-Time Based on Social Media Streaming Data. - Mohamed A. Allayla; Serkan Ayvaz (CoRR, 2024)

Developing Linguistic Patterns to Mitigate Inherent Human Bias in Offensive Language Detection. - Toygar Tanyel; Besher Alkurdi; Serkan Ayvaz (Turkish J. Electr. Eng. Comput. Sci., 2024)

POE-ML: An Automated Pipeline for Optimization and Evaluation of Machine Learning. - Malene Christiane Nielsen; Serkan Ayvaz (ICSA Companion, 2025)