SCI-SSCI, SCI Expanded ve AHCI Kapsamındaki Yayınları

• B Demir, S Ulukaya and O Erdem "Detection of Parkinson’s disease with keystroke data" Computer Methods in Biomechanics and Biomedical Engineering, 1-15, Doi: 10.1080/10255842.2023.2245516 (Ağustos 2023)

• O Erdem, T Soylu and A Carus "Pipelined Decision Trees for Online Traffic Classification on FPGAs" The Computer Journal, Doi: 10.1093/comjnl/bxad022 (Şubat 2023)

• S Ulukaya, A.A Sarıca, O Erdem and A Karaali " MSCCov19Net: multi-branch deep learning model for COVID-19 detection from cough sounds" Medical & Biological Engineering & Computing, 1-11, Doi: 10.1007/s11517-023-02803-4 (Ocak 2023)

• T.Soylu, O. Erdem and A.Carus "Bit vector-coded simple CART structure for low latency traffic classification on FPGAs" Elsevier Computer Networks, 167, 106977, Doi:10.1016/j.comnet.2019.106977 (Ağustos 2020)

• O. Erdem “Pipelined Hierarchical Architecture for High Performance Packet Classiffication” Elsevier Computer Networks vol.103, pp.143-164, April 2016. DOI: 10.1016/j.comnet.2016.04.009 (Nisan 2016)

• O. Erdem “Tree-based string pattern matching on FPGAs” Elsevier Computers & Electrical Engineering vol.49, pp.117-133, January 2016. DOI: 10.1016/j.compeleceng.2015.11.025 (Ocak 2016)

• O. Erdem and A.Carus “Multi-Pipelined and Memory-Efficient Packet Classification Engines on FPGAs” Elsevier Computer Communications vol.67, pp.75-91, August 2015. DOI: 10.1016/j.comcom.2015.05.017 (Ağustos 2015)

• O. Erdem, A.Carus and H.Le “Value-Coded Trie Structure for High Performance IPv6 Lookup” The Computer Journal vol.58, no.2, pp.204-214, February 2015. (Şubat 2015)

• O. Erdem, A.Carus and H.Le “Large-scale SRAM-based IP lookup architectures using compact trie search structures” Elsevier Computers & Electrical Engineering, vol.40, no.4, pp.1186-1198, May 2014. (Mayıs 2014)

• O. Erdem, and C.F. Bazlamaçcı, “High Performance IP Lookup Engine with Compact Clustered Trie Search” IEEE The Computer Journal vol. 55, no.12, pp. 1447-1466, August 2012. (Ağustos 2012)

• O. Erdem and C.F. Bazlamaçcı, “Array design for trie-based IP Lookup” IEEE Communications Letters, vol.14, no.8, pp.773-775, August 2010. (Ağustos 2010)

Uluslararası Bilimsel Toplantılarda Sunulan ve Bildiri Kitabında Basılan Bildiriler (Proceedings)

• H Karagöl, B Akbas, O Erdem and T Soylu "Darknet traffic classification with machine learning algorithms and SMOTE method" 2022 7th International Conference on Computer Science and Engineering (UBMK 2022), Diyarbakir, Turkey ,2022 (Eylül 2022)

• İ Kurt, S Ulukaya and O Erdem "Classification of Parkinson’s disease using dynamic time warping" 2019 27th Telecommunications Forum (TELFOR), 1-4, Belgrade, Serbia, 2019 (Kasım 2019)

• İ. Kurt, S. Ulukaya, O. Erdem, "Musical Feature Based Classification of Parkinson's Disease Using Dysphonic Speech", 41st International Conference on Telecommunications and Signal Processing (TSP 2018), Athens, Greece, 2018 (Temmuz 2018)

• T.Soylu, O. Erdem, A. Carus, E.S.Güner , ”Real-Time Traffic Classification using Simple CART Forest on FPGAs” , 2018, 19th IEEE International Conference on High Performance Switching and Routing (HPSR) 17-20 June 2018 – Bucharest, Romania (Haziran 2018)

• T.Soylu, O. Erdem, A. Carus, E.S.Güner , ”Simple CART Based Real-Time Traffic Classification Engine on FPGAs ” 2017 International Conference on Reconfigurable Computing and FPGAs (ReConFig'17) ,December 2017, Cancun, Mexico. (Aralık 2017)

• N.T.Kucun, O.Erdem and Y. Yoruk , ”Women Entrepreneurship in Research and Development ” 2014 International Women and Business Conference, pp.24,October 2014, Belgrade, Serbia. (Ekim 2014)

• O. Erdem and A. Carus , ”Range Tree-Linked List Hierarchical Search Structure for Packet Classification on FPGAs ” 2013 International Conference on Reconfigurable Computing and FPGAs (ReConFig'13), pp.1-6,December 2013, Cancun, Mexico. (Aralık 2013)

• O. Erdem and A. Carus "Clustered Linked List Forest for IPv6 Lookup" 21st Annual Symposium on High-Performance Interconnects (HOTI 2013), pp.33-40, August 2013, Cisco Headquarters, San Jose, San Francisco, CA, USA (Ağustos 2013)

• O. Erdem, A. Carus and H. Le, ”Compact Trie Forest: Scalable architecture for IP Lookup on FPGAs ” 2012 International Conference on Reconfigurable Computing and FPGAs (ReConFig'12), pp.1-6,December 2012, Cancun, Mexico. (Aralık 2012)

• O. Erdem, H. Le and V. K. Prasanna, ”Hierarchical hybrid search structure for high performance packet classification”31st Annual Joint Conference of the IEEE Computer and Communications Societies(INFOCOM’12), pp.1898-1906,March 2012, Orlando, Florida, USA. (Mart 2012)

• Y.H. E. Yang, O. Erdem and V. K. Prasanna, " Scalable Architecture for 135 Gbps IPv6 Lookup on FPGA" 19th ACM/SIGDA International Symposium on Field-Programmable Gate Arrays (FPGA’12), pp.272-272, February 2012, Monterey, California, USA. (Şubat 2012)

• O. Erdem, H. Le, V. K. Prasanna and C.F. Bazlamaçcı, "Hybrid Data Structure for IP Lookup in Virtual Routers Using FPGAs," In Proc. of the 22nd IEEE International Conference on Application-specific Systems, Architectures and Processors (ASAP’11), pp.95-102, September 2011, Santa Monica, California, USA. (Eylül 2011)

• O. Erdem, H. Le, and V. K. Prasanna, "Clustered Hierarchical Search Structure for Large-Scale Packet Classification on FPGA" In Proc. of the 21st International Conference on Field Programmable Logic and Applications (FPL’11), pp.201-206, September 2011,Chania, Crete, Greece. (Eylül 2011)

• Y.H. E. Yang., O. Erdem and V. K. Prasanna, "High Performance IP Lookup on FPGA with Combined Length-Infix Pipelined Search" In Proc. of the IEEE 19th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM’11), pp.77-80, May 2011,Salt Lake City, Utah, USA. (Mayıs 2011)

• O. Erdem, H. Le, V. K. Prasanna and C.F. Bazlamaçcı, "Hybrid Data Structure for IP Lookup in Virtual Routers Using FPGAs" In Proc. of the IEEE 19th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM’11), pp.253, May 2011,Salt Lake City, Utah, USA. (Mayıs 2011)

• O. Erdem and C.F. Bazlamaçcı, “MIPS extension for a TCAM based parallel architecture for fast IP lookup” In Proc. of the 24th International Symposium on Computer and Information Sciences (ISCIS'09), pp. 310-315, September 2009, Guzelyurt, Cyprus. (Eylül 2009)

Ulusal Bilimsel Toplantılarda Sunulan ve Bildiri Kitabında Basılan Bildiriler

• O. Erdem and C.F. Bazlamaçcı, “SRAM based systolic array architecture for fast IP lookup” In Proc. of the 13th Nat. Conference Electrical, Electronics, Computer and Biomedical Engineering Conference, December 2009. (Aralık 2009)

Yönetilen Doktora Tezleri

• "Makine Öğrenmesi Yöntemleri Kullanılarak FPGA Tabanlı Gerçek Zamanlı Yeni Bir Trafik Sınıflandırma Mimarisi Tasarımı", Tuncay SOYLU, Hesaplamalı Bilimler, Trakya Üniversitesi (Ağustos 2018)

Yönetilen Yüksek Lisans Tezleri

• "Makine öğrenimi teknikleri kullanılarak parmak vuruş hareketi verileri ile parkinson hastalığı tespiti" Bahar DEMİR, Hesaplamalı Bilimler, Trakya Üniversitesi (Ocak 2022) (Ocak 2022)

• "Makine öğrenmesi teknikleri ile yürüyüş verileri kullanılarak Parkinson hastalığının ön tespiti" Sinem Ayna ALTUNTAŞ, Hesaplamalı Bilimler, Trakya Üniversitesi (Ocak 2022) (Ocak 2022)

• "Makine Öğrenmesi Yöntemleri Kullanılarak Sesin Müzikal Öznitelikleri İle Parkinson Hastalığının Tespiti" İlke KURT, Hesaplamalı Bilimler, Trakya Üniversitesi (Aralık 2018) (Aralık 2018)

• (Co-supervisor) "TRIE-TREE DATA STRUCTURE FOR IP LOOKUP IN VIRTUAL ROUTERS" Dilek Baysal, Elektrik-Elektronik Mühendisliği Bölümü, Orta Doğu Teknik Üniversitesi (Ocak 2014)

• (Co-supervisor) "MEMORY ORGANIZATION IN PIPELINED HIERARCHICAL SEARCH STRUCTURES FOR PACKET CLASSIFICATION" Cağla Irmak Rumelili, Elektrik-Elektronik Mühendisliği Bölümü, Orta Doğu Teknik Üniversitesi (Haziran 2013)

Projeler

• Parkinson Hastalığının Çok Modlu Sinyaller Kullanılarak Makine Öğrenmesi Teknikleri ile Erken Tepiti, TUBAP ÖNCELİKLİ ALAN PROJELERİ. (Ağustos 2021)

• Trakya Üniversitesi-Trakya Teknopark TÜBİTAK 1601Yenilik ve Girişimcilik Alanlarında Kapasite Artırılması Projesi Danışmanlığı (Ocak 2015)

Ödüller

• ODTÜ 2011 Yılın Doktora Tezi (Nisan 2011)

Diğer

• Bazlamaçcı, C.F. and Erdem, O. “Systolic array architecture for fast IP lookup”, US Patent No: US 8,724624 B, Date of patent: May 13, 2014 (Mayıs 2014) usa patent p3.jpg

• Bazlamaçcı, C.F. and Erdem, O. “Systolic array architecture for fast IP lookup”, Japanese Patent No: 5529976, Date of patent: April 25, 2014 (Nisan 2014) japan patent p2.jpg

• Bazlamaçcı, C.F. and Erdem, O. “Systolic array architecture for fast IP lookup”, European Patent No: EP2517420B1, Date of patent: March 19, 2014 (Mart 2014) EP2517420B1.pdf

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