Serkan Ayvaz

27 papers B 2C 1Journal 19Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
GenAI Integration into Engineering Education: A Case Study of an Introductory Undergraduate Engineering Course.
CoRR
Kadir Kozan, Özgür Keles, Sihan Jian, Serkan Ayvaz, Krzysztof Sierszecki, Sewon Joo
2025 C conf
A Big Data Analytics System for Predicting Suicidal Ideation in Real-Time Based on Social Media Streaming Data.
DATA
Mohamed A. Allayla, Serkan Ayvaz
2025 B conf
Beyond Major Floods: Deep Learning for Detecting Shallow Water Inundation in Agricultural Areas.
KES
Phongsakon Mark Konrad, Toygar Tanyel, Serkan Ayvaz
2025 J jnl
Challenges in Deep Learning-Based Small Organ Segmentation: A Benchmarking Perspective for Medical Research with Limited Datasets.
CoRR
Phongsakon Mark Konrad, Andrei-Alexandru Popa, Yaser Sabzehmeidani, Liang Zhong, Elisa A. Liehn, Serkan Ayvaz
2025 — conf
POE-ML: An Automated Pipeline for Optimization and Evaluation of Machine Learning.
ICSA Companion
Malene Christiane Nielsen, Serkan Ayvaz
2024 J jnl
A Big Data Analytics System for Predicting Suicidal Ideation in Real-Time Based on Social Media Streaming Data.
CoRR
Mohamed A. Allayla, Serkan Ayvaz
2024 J jnl
Developing Linguistic Patterns to Mitigate Inherent Human Bias in Offensive Language Detection.
Turkish J. Electr. Eng. Comput. Sci.
Toygar Tanyel, Besher Alkurdi, Serkan Ayvaz
2023 J jnl
An experimental and comparative benchmark study examining resource utilization in managed Hadoop context.
Clust. Comput.
Uluer Emre Özdil, Serkan Ayvaz
2023 J jnl
Beyond Known Reality: Exploiting Counterfactual Explanations for Medical Research.
CoRR
Toygar Tanyel, Serkan Ayvaz, Bilgin Keserci
2023 J jnl
Developing Linguistic Patterns to Mitigate Inherent Human Bias in Offensive Language Detection.
CoRR
Toygar Tanyel, Besher Alkurdi, Serkan Ayvaz
2023 J jnl
Remaining useful lifetime prediction for predictive maintenance in manufacturing.
Comput. Ind. Eng.
Bernar Tasci, Ammar Omar, Serkan Ayvaz
2021 J jnl
An Experimental and Comparative Benchmark Study Examining Resource Utilization in Managed Hadoop Context.
CoRR
Uluer Emre Özdil, Serkan Ayvaz
2021 J jnl
Predictive maintenance system for production lines in manufacturing: A machine learning approach using IoT data in real-time.
Expert Syst. Appl.
Serkan Ayvaz, Koray Alpay
2019 — conf
A Negative Similarity Based Hybrid Recommender System Using Apache Spark.
ICAAI
Mustafa Fatih Cetin, Serkan Ayvaz
2019 J jnl
An improved method of locality-sensitive hashing for scalable instance matching.
Knowl. Inf. Syst.
Mehmet Aydar, Serkan Ayvaz
2019 J jnl
Dynamic Discovery of Type Classes and Relations in Semantic Web Data.
J. Data Semant.
Serkan Ayvaz, Mehmet Aydar
2019 J jnl
Private key encryption and recovery in blockchain.
CoRR
Mehmet Aydar, Salih Cemil Cetin, Serkan Ayvaz, Betül Aygün
2019 J jnl
Towards a Blockchain based digital identity verification, record attestation and record sharing system.
CoRR
Mehmet Aydar, Serkan Ayvaz
2018 — conf
A Scalable Streaming Big Data Architecture for Real-Time Sentiment Analysis.
ICCBDC
Serkan Ayvaz, Mohammed O. Shiha
2018 J jnl
Sentiment analysis on Twitter: A text mining approach to the Syrian refugee crisis.
Telematics Informatics
Nazan Öztürk, Serkan Ayvaz
2017 J jnl
Drug-drug interaction discovery and demystification using Semantic Web technologies.
J. Am. Medical Informatics Assoc.
Adeeb Noor, Abdullah Assiri, Serkan Ayvaz, Connor Clark, Michel Dumontier
2017 J jnl
Dynamic Discovery of Type Classes and Relations in Semantic Web Data.
CoRR
Serkan Ayvaz, Mehmet Aydar
2017 J jnl
Using RDF Summary Graph For Keyword-based Semantic Searches.
CoRR
Serkan Ayvaz, Mehmet Aydar
2015 — conf
Automatic Weight Generation and Class Predicate Stability in RDF Summary Graphs.
IESD@ISWC
Mehmet Aydar, Serkan Ayvaz, Austin Melton
2015 B conf
Building Summary Graphs of RDF Data in Semantic Web.
COMPSAC
Serkan Ayvaz, Mehmet Aydar, Austin Melton
2015 — —
Near neighbor explorations for keyword-based semantic searches using RDF summary graph ()
Serkan Ayvaz
2015 J jnl
Toward a complete dataset of drug-drug interaction information from publicly available sources.
J. Biomed. Informatics
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