Serkan Ayvaz

According to our database, Serkan Ayvaz authored at least 19 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

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

2023

Remaining useful lifetime prediction for predictive maintenance in manufacturing.

Bernar Tasci, Ammar Omar, Serkan Ayvaz

Comput. Ind. Eng., October, 2023

Developing Linguistic Patterns to Mitigate Inherent Human Bias in Offensive Language Detection.

Toygar Tanyel, Besher Alkurdi, Serkan Ayvaz

CoRR, 2023

Beyond Known Reality: Exploiting Counterfactual Explanations for Medical Research.

Toygar Tanyel, Serkan Ayvaz, Bilgin Keserci

CoRR, 2023

An experimental and comparative benchmark study examining resource utilization in managed Hadoop context.

Uluer Emre Özdil, Serkan Ayvaz

Clust. Comput., 2023

2021

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

2019

An improved method of locality-sensitive hashing for scalable instance matching.

Mehmet Aydar, Serkan Ayvaz

Knowl. Inf. Syst., 2019

Dynamic Discovery of Type Classes and Relations in Semantic Web Data.

Serkan Ayvaz, Mehmet Aydar

J. Data Semant., 2019

Private key encryption and recovery in blockchain.

Mehmet Aydar, Salih Cemil Cetin, Serkan Ayvaz, Betül Aygün

CoRR, 2019

Towards a Blockchain based digital identity verification, record attestation and record sharing system.

Mehmet Aydar, Serkan Ayvaz

CoRR, 2019

A Negative Similarity Based Hybrid Recommender System Using Apache Spark.

Mustafa Fatih Cetin, Serkan Ayvaz

Proceedings of the 3rd International Conference on Advances in Artificial Intelligence, 2019

2018

Sentiment analysis on Twitter: A text mining approach to the Syrian refugee crisis.

Nazan Öztürk, Serkan Ayvaz

Telematics Informatics, 2018

A Scalable Streaming Big Data Architecture for Real-Time Sentiment Analysis.

Serkan Ayvaz, Mohammed O. Shiha

Proceedings of the 2018 2nd International Conference on Cloud and Big Data Computing, 2018

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

Using RDF Summary Graph For Keyword-based Semantic Searches.

Serkan Ayvaz, Mehmet Aydar

CoRR, 2017

2015

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

Serkan Ayvaz

PhD thesis, 2015

Toward a complete dataset of drug-drug interaction information from publicly available sources.

Serkan Ayvaz, John R. Horn, Oktie Hassanzadeh, Qian Zhu, Johann Stan, Nicholas P. Tatonetti, Santiago Vilar, Mathias Brochhausen, Matthias Samwald, Majid Rastegar-Mojarad, Michel Dumontier, Richard D. Boyce

J. Biomed. Informatics, 2015

Automatic Weight Generation and Class Predicate Stability in RDF Summary Graphs.

Mehmet Aydar, Serkan Ayvaz, Austin Melton

Proceedings of the 4th International Workshop on Intelligent Exploration of Semantic Data (IESD 2015) co-located with the 14th International Semantic Web Conference (ISWC 2015), 2015

Building Summary Graphs of RDF Data in Semantic Web.

Serkan Ayvaz, Mehmet Aydar, Austin Melton

Proceedings of the 39th IEEE Annual Computer Software and Applications Conference, 2015