Özgür GÜMÜŞ

Bilgisayar Ve Bilişim Bilimleri Fakültesi, Bilgisayar Mühendisliği Bölümü, Bilgisayar Yazılımı Anabilim Dalı

Research areas: Computer Sciences, Engineering and Technology, bioinformatics, Software, Software Engineering, Artificial Intelligence, Computer Learning and Pattern Recognition, Knowledge Engineering, Computer Learning, Information Systems, Communication and Control Engineering, algorithms

Publications

• PredDRBP-MLP: Prediction of DNA-binding proteins and RNA-binding proteins by multilayer perceptron (2023)
• Prediction of hospital readmission for sepsis disease within 30 days with Bert language models (2022)
• SENSDeep: An Ensemble Deep Learning Method for Protein–Protein Interaction Sites Prediction (2022)
• Sanal Deneme Odası ve Beden Ölçüsü Tahminleme Destekli Mobil Alışveriş Uygulaması (2022)
• Early Prediction of Sepsis from Clinical Data Using Machine Learning Algorithms (2021)
• Survival prediction of sepsis patients in an intensive care unit (2021)
• Machine Learning Methods in the Prediction of Inpatient Length of Stay (2021)
• Extraction of herb-drug interactions (2021)
• Integrating multi-omics data and deep learning for discovering new subtypes of breast cancer (2021)
• Olay Yönelimli İletişim Modelinin Anlamsal Web Servislerine Uygulanması İçin Bir Ontoloji (2020)
• Determination of Adulteration in the Sunflower Oils Using Machine Learning Algorithms (2019)
• Comparison of different classification algorithms to identify geographic origins of olive oils (2019)
• Evaluation of knowledge graph embedding approaches for drug-drug interaction prediction in realistic settings (2019)
• Evaluation of knowledge graph embedding approaches for drug-drug interaction prediction using linked open data (2018)
• Evaluation of Knowledge Graph Embedding Approaches for Drug-Drug Interaction Prediction using Linked Open Data (2018)
• Evaluation of Knowledge Graph Embedding Approaches for Drug-Drug Interaction Prediction using Linked Open Data (2018)
• Classification of olive oils using chromatography, principal component analysis and artificial neural network modelling (2018)
• RDF Graph Embeddings for Prediction of Drug-Drug Interactions (2017)
• Yaşlılıkta teknolojinin kullanımı (2016)
• Prediction of Drug-Drug Interactions Using Pharmacological Similarities of Drugs (2015)
• Prediction of Drug-Drug Interactions on Heterogeneous Graph (2015)
• Prediction of Drug Drug Interactions Using Pharmacological Similarities of Drugs (2015)
• Anlamsal Web Servislerinin Dinamik Çağrımı (2015)
• Anlamsal Veb Servislerinin Dinamik Çağrımı (2015)
• Link Prediction for Drug-Drug Interaction Network (2014)
• Weighting indirect relations to elucidate the direct association of SNP-disease by use of SPARQL queries (2013)
• Use of open linked data in bioinformatics space: A case study (2013)
• Weighting Indirect Relations to Elucidate the Direct Association of SNP-Disease by Use of SPARQL Queries (2013)
• Use of Open Linked Data in Bioinformatics Space: A Case Study (2013)
• Anlamsal Servis Aracılığı İçin Bir Çok Etmenli Sistem ve Aracılık Etkileşim Protokolü (2012)
• Anlamsal Servis Aracılığı İçin Bir Çok Etmenli Sistem ve Aracılık Etkileşim Protokolü (2012)
• Anlamsal Servis Aracılığı İçin Bir Çok Etmenli Sistem ve Aracılık Etkileşim Protokolü (2012)
• Anlamsal Veb Servisleri Ortamında Bir Aracı Etmen (2011)
• Anlamsal Veb Servisleri Ortamında Bir Aracı Etmen (2011)
• Towards a Broker Agent in the Semantic Services Environment (2008)
• Towards a broker agent in the semantic services environment (2008)
• Engineering an MAS Platform for Semantic Service Integration Based on the SWSA (2007)
• Etmen Tabanlı Bir Anlamsal Servis Platformu (2007)
• Engineering an MAS platform for semantic service integration based on the SWSA (2007)
• Etmen Tabanlı Bir Anlamsal Servis Platformu (2007)
• An MAS Infrastructure for Implementing SWSA Based Semantic Services (2007)
• An MAS infrastructure for implementing SWSA based semantic services (2007)
• Engineering an MAS platform for semantic service integration based on the SWSA (2007)
• A Planner for Implementing Semantic Service Agents based on Semantic Web Services Initiative Architecture. (2006)
• A Planner for Implementing Semantic Service Agents based on Semantic Web Services Initiative Architecture (2006)
• A Planner for Implementing Semantic Service Agents based on Semantic Web Services Initiative Architecture (2006)
• SMOP: A semantic web and service driven information gathering environment for mobile platforms (2006)
• Developing multi agent systems on semantic web environment using SEAGENT platform (2006)
• SEAGENT A Platform for Developing Semantic Web Based Multi Agent Systems (2005)
• Anlamsal Web Servislerinin Bulunması, Eşlenmesi ve Dinamik Çağrımı Üzerine Bir Durum Çalışması (2005)
• Anlamsal Web Servislerinin Bulunması Eşlenmesi ve Dinamik Çağrımı Üzerine Bir Durum Çalışması (2005)
• Engineering a multi agent platform with dynamic semantic service discovery and invocation capability (2005)
• A pervasive environment for location-aware and semantic matching based information gathering (2005)
• Applying semantic capability matching into directory service structures of multi agent systems (2005)
• Standard Benchmarks for Database System Performance Evaluation (2001)
• “Standard Benchmarks For Database System Performance Evaluation” (2001)
• Bir Elektronik Ticaret Web 'Benchmark'ı: TPC-W (İnceleme) (2001)
• Towards a Broker Agent in the Semantic Services Environment
• Engineering an MAS Platform for Semantic Service Integration Based on the SWSA

CV