Eğitim Bilgileri
2002 - 2008
2002 - 2008Doktora
Georgia Institute of Technology, Mühendislik Fakültesi, Elektrik Ve Bilgisayar Mühendisliği, Amerika Birleşik Devletleri
1999 - 2001
1999 - 2001Yüksek Lisans
Bilkent Üniversitesi, Mühendislik Fakültesi, Elektrik Ve Elektronik Mühendisliği, Türkiye
1995 - 1999
1995 - 1999Lisans
Bilkent Üniversitesi, Mühendislik Fakültesi, Elektrik Ve Elektronik Mühendisliği, Türkiye
Yaptığı Tezler
2008
2008Doktora
Bayesian Models and Algorithms for Protein Beta-Sheet Prediction
Georgia Institute Of Technology, Mühendislik Fakültesi, Elektrik Ve Bilgisayar Mühendisliği
2001
2001Yüksek Lisans
A Novel Approach for Time-Frequency Localized Signal Design
Bilkent Üniversitesi, Mühendislik Fakültesi, Elektrik Ve Elektronik Mühendisliği
Yabancı Diller
C1 İleri
C1 İleriİngilizce
Araştırma Alanları
Bilgisayar Bilimleri
Biyoenformatik
Yapay Zeka, Bilgisayarda Öğrenme ve Örüntü Tanıma
Mühendislik ve Teknoloji
Akademik Unvanlar / Görevler
2020 - Devam Ediyor
2020 - Devam EdiyorDoç.Dr.
Abdullah Gül Üniversitesi, Mühendislik Fakültesi, Bilgisayar Mühendisliği
2014 - 2020
2014 - 2020Dr.Öğr.Üyesi
Abdullah Gül Üniversitesi, Mühendislik Fakültesi, Bilgisayar Mühendisliği
Verdiği Dersler
SCI, SSCI ve AHCI İndekslerine Giren Dergilerde Yayınlanan Makaleler
2024
2024Network intrusion detection based on machine learning strategies: performance comparisons on imbalanced wired, wireless, and software-defined networking (SDN) network traffics
Hacılar H., Aydin Z., Gungor V. C.
Turkish Journal of Electrical Engineering and Computer Sciences , cilt.32, sa.4, ss.623-640, 2024 (SCI-Expanded)
2023
2023Improved classification of colorectal polyps on histopathological images with ensemble learning and stain normalization
Yengec-Tasdemir S. B., AYDIN Z., Akay E., Dogan S., YILMAZ B.
Computer Methods and Programs in Biomedicine , cilt.232, 2023 (SCI-Expanded)
2023
2023IGPRED-MultiTask: A Deep Learning Model to Predict Protein Secondary Structure, Torsion Angles and Solvent Accessibility
GÖRMEZ Y., AYDIN Z.
IEEE/ACM Transactions on Computational Biology and Bioinformatics , cilt.20, sa.2, ss.1104-1113, 2023 (SCI-Expanded)
2023
2023Comparative analysis of machine learning approaches for predicting respiratory virus infection and symptom severity
IŞIK Y. E., AYDIN Z.
PeerJ , cilt.11, 2023 (SCI-Expanded)
2022
2022Camera-based wildfire smoke detection for foggy environments
Tas M., Tas Y., Balki O., AYDIN Z., TAŞDEMİR K.
JOURNAL OF ELECTRONIC IMAGING , cilt.31, sa.5, 2022 (SCI-Expanded)
2022
2022Clinical and molecular evaluation of MEFV gene variants in the Turkish population: a study by the National Genetics Consortium
DÜNDAR M., FAHRİOGLU U., Yildiz S. H., Bakir-Gungor B., TEMEL Ş. G., AKIN H., et al.
FUNCTIONAL & INTEGRATIVE GENOMICS , cilt.22, sa.3, ss.291-315, 2022 (SCI-Expanded)
2022
2022The Determination of Distinctive Single Nucleotide Polymorphism Sets for the Diagnosis of Behcet's Disease
IŞIK Y. E., GÖRMEZ Y., AYDIN Z., Bakir-Gungor B.
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS , cilt.19, sa.3, ss.1909-1918, 2022 (SCI-Expanded)
2021
2021A Continuously Benchmarked and Crowdsourced Challenge for Rapid Development and Evaluation of Models to Predict COVID-19 Diagnosis and Hospitalization
Yan Y., Schaffter T., Bergquist T., Yu T., Prosser J., AYDIN Z., et al.
JAMA NETWORK OPEN , cilt.4, sa.10, 2021 (SCI-Expanded)
2021
2021IGPRED: Combination of convolutional neural and graph convolutional networks for protein secondary structure prediction
GÖRMEZ Y., Sabzekar M., AYDIN Z.
PROTEINS-STRUCTURE FUNCTION AND BIOINFORMATICS , cilt.89, sa.10, ss.1277-1288, 2021 (SCI-Expanded)
2021
2021A noise-aware feature selection approach for classification
Sabzekar M., AYDIN Z.
SOFT COMPUTING , cilt.25, sa.8, ss.6391-6400, 2021 (SCI-Expanded)
2021
2021Crowdsourcing digital health measures to predict Parkinson's disease severity: the Parkinson's Disease Digital Biomarker DREAM Challenge
Sieberts S. K., Schaff J., Duda M., Pataki B. A., Sun M., Snyder P., et al.
NPJ DIGITAL MEDICINE , cilt.4, sa.1, 2021 (SCI-Expanded)
2021
2021Effect of interpolation on specular reflections in texture-based automatic colonic polyp detection
Kacmaz R. N., YILMAZ B., AYDIN Z.
INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY , cilt.31, sa.1, ss.327-335, 2021 (SCI-Expanded)
2021
20213-State Protein Secondary Structure Prediction based on SCOPe Classes
Atasever S., AZGINOĞLU N., Erbay H., AYDIN Z.
BRAZILIAN ARCHIVES OF BIOLOGY AND TECHNOLOGY , cilt.64, 2021 (SCI-Expanded)
2020
2020A review of mammographic region of interest classification
Yengec Tasdemir S. B., TAŞDEMİR K., AYDIN Z.
WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY , cilt.10, sa.5, 2020 (SCI-Expanded)
2020
2020A deep learning approach with Bayesian optimization and ensemble classifiers for detecting denial of service attacks
Gormez Y., AYDIN Z., Karademir R., GÜNGÖR V. Ç.
INTERNATIONAL JOURNAL OF COMMUNICATION SYSTEMS , cilt.33, sa.11, 2020 (SCI-Expanded)
2020
2020Lung cancer subtype differentiation from positron emission tomography images
AYYILDIZ O., AYDIN Z., YILMAZ B., KARAÇAVUŞ S., Senkaya K., İÇER S., et al.
TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES , cilt.28, sa.1, ss.262-274, 2020 (SCI-Expanded)
2020
2020Structural profile matrices for predicting structural properties of proteins
Azginoglu N., AYDIN Z., ÇELİK M.
JOURNAL OF BIOINFORMATICS AND COMPUTATIONAL BIOLOGY , cilt.18, sa.4, 2020 (SCI-Expanded)
2020
2020Metabolic Imaging based Sub-Classification of Lung Cancer
Bicakci M., AYYILDIZ O., AYDIN Z., BAŞTÜRK A., Karacavus S., YILMAZ B.
IEEE Access , cilt.8, ss.218470-218476, 2020 (SCI-Expanded)
2019
2019Sample Reduction Strategies for Protein Secondary Structure Prediction
Atasever S., AYDIN Z., Erbay H., Sabzekar M.
APPLIED SCIENCES-BASEL , cilt.9, sa.20, 2019 (SCI-Expanded)
2019
2019Developing structural profile matrices for protein secondary structure and solvent accessibility prediction
AYDIN Z., AZGINOĞLU N., Bilgin H. I., ÇELİK M.
BIOINFORMATICS , cilt.35, sa.20, ss.4004-4010, 2019 (SCI-Expanded)
2018
2018A crowdsourced analysis to identify ab initio molecular signatures predictive of susceptibility to viral infection
Fourati S., Taa A., Mahmoudian M., Burkhart J. G., Klen R., Henao R., et al.
NATURE COMMUNICATIONS , cilt.9, 2018 (SCI-Expanded)
2018
2018Dimensionality reduction for protein secondary structure and solvent accesibility prediction
AYDIN Z., KAYNAR O., GÖRMEZ Y.
JOURNAL OF BIOINFORMATICS AND COMPUTATIONAL BIOLOGY , cilt.16, sa.5, 2018 (SCI-Expanded)
2017
2017Protein beta-sheet prediction using an efficient dynamic programming algorithm
Sabzekar M., Naghibzadeh M., Eghdami M., AYDIN Z.
COMPUTATIONAL BIOLOGY AND CHEMISTRY , cilt.70, ss.142-155, 2017 (SCI-Expanded)
2017
2017Knowledge based response correction method for design of reconfigurable N-shaped microstrip patch antenna using inverse ANNs
AOAD A., ŞİMŞEK M., AYDIN Z.
INTERNATIONAL JOURNAL OF NUMERICAL MODELLING-ELECTRONIC NETWORKS DEVICES AND FIELDS , cilt.30, 2017 (SCI-Expanded)
2015
2015BAUM-2: a multilingual audio-visual affective face database
Erdem C. E., TURAN Ç., AYDIN Z.
MULTIMEDIA TOOLS AND APPLICATIONS , cilt.74, sa.18, ss.7429-7459, 2015 (SCI-Expanded)
2011
2011Learning sparse models for a dynamic Bayesian network classifier of protein secondary structure
Aydin Z., Singh A., Bilmes J., Noble W. S.
BMC Bioinformatics , cilt.12, 2011 (SCI-Expanded)
2011
2011Bayesian models and algorithms for protein β-sheet prediction
Aydin Z., Altunbasak Y., Erdogan H.
IEEE/ACM Transactions on Computational Biology and Bioinformatics , cilt.8, sa.2, ss.395-409, 2011 (SCI-Expanded)
2010
2010Using machine learning to speed up manual image annotation: Application to a 3D imaging protocol for measuring single cell gene expression in the developing C. elegans embryo
Aydin Z., Murray J. I., Waterston R. H., Noble W. S.
BMC Bioinformatics , cilt.11, 2010 (SCI-Expanded)
2007
2007Bayesian protein secondary structure prediction with near-optimal segmentations
Aydin Z., Altunbasak Y., Erdogan H.
IEEE Transactions on Signal Processing , cilt.55, sa.7 I, ss.3512-3525, 2007 (SCI-Expanded)
2006
2006Protein secondary structure prediction for a single-sequence using hidden semi-Markov models
Aydin Z., Altunbasak Y., Borodovsky M.
BMC Bioinformatics , cilt.7, 2006 (SCI-Expanded)
2006
2006A signal processing application in genomic research: Protein secondary structure prediction
Aydin Z., Altunbasak Y.
IEEE Signal Processing Magazine , cilt.23, sa.4, ss.128-131, 2006 (SCI-Expanded)
Diğer Dergilerde Yayınlanan Makaleler
2020
2020FBSEM: A Novel Feature-Based Stacked Ensemble Method for Sentiment Analysis
Görmez Y., Işık Y. E., Temiz M., Aydın Z.
International Journal of Information Technology and Computer Science , cilt.6, ss.11-22, 2020 (Hakemli Dergi)
2020
2020YSA KULLANILARAK MAMOGRAMLARDAN DOKUSAL ÖZNİTELİK TABANLI MEME KANSERİ İLGİ BÖLGESİ SINIFLANDIRILMASI
YENGEÇ TAŞDEMİR S. B., Tasdemir K., Aydin Z.
Mühendislik Bilimleri ve Tasarım Dergisi , cilt.8, sa.5, ss.133-141, 2020 (Hakemli Dergi)
2020
2020Performance Analysis of Machine Learning and Bioinformatics Applications on High Performance Computing Systems
AYDIN Z.
Academic Platform Journal of Engineering and Science , cilt.8, sa.1, ss.1-14, 2020 (Hakemli Dergi)
2020
2020New modeling of reconfigurable microstrip antenna using hybrid structure of simulation driven and knowledge based artificial neural networks
Aoad A., AYDIN Z.
PAMUKKALE UNIVERSITY JOURNAL OF ENGINEERING SCIENCES-PAMUKKALE UNIVERSITESI MUHENDISLIK BILIMLERI DERGISI , cilt.26, sa.5, ss.935-943, 2020 (ESCI)
2020
2020Classification of Cardiovascular Artery Diseases Using Artificial Neural Network
HACILAR H., GÖRMEZ Y., GÜNGÖR B., Gezer C., AYDIN Z., GÜNGÖR V. Ç.
International Journal of Bioscience, Biochemistry and Bioinformatics , cilt.10, sa.1, ss.34-41, 2020 (Hakemli Dergi)
2018
2018Intelligent Anomaly Detection Techniques for Denial of Service Attacks
GÜNGÖR V. Ç., AYDIN Z., Karademir R.
International Journal of Computer and Communication Engineering , cilt.7, sa.2, ss.20-31, 2018 (Hakemli Dergi)
2017
2017Sentiment Analizinde Öznitelik Düşürme Yöntemlerinin Oto Kodlayıcı Derin Öğrenme Makinaları ile Karşılaştırılması
Kaynar O., AYDIN Z., Görmez Y.
International Journal of Informatics Technologies , cilt.10, sa.3, ss.319-326, 2017 (Hakemli Dergi)
2016
2016Template Scoring Methods for Protein Torsion Angle Prediction
AYDIN Z., Baker D., Noble W. S.
Communications in Computer and Information Science , cilt.574, ss.206-223, 2016 (Scopus)
2014
2014Design of a Reconfigurable 5-Fingers Shaped Microstrip Patch Antenna by Artificial Neural Networks
Aoad A., Şimşek M., AYDIN Z.
International Journal of Advanced Research in Computer Science and Software Engineering , cilt.4, sa.10, ss.61-70, 2014 (Hakemli Dergi)
Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler
2021
2021A Transfer Learning Approach for Skin Cancer Subtype Detection
Kolukısa B., Görmez Y., Aydın Z.
3rd International Conference on Artificial Intelligence and Applied Mathematics in Engineering. ICAIAME 2021, Antalya, Türkiye, 1 - 03 Ekim 2021, ss.337-347
2020
2020ROSE: A Novel Approach for Protein Secondary Structure Prediction
Görmez Y., Aydın Z.
2nd International Conference on Artificial Intelligence and Applied Mathematics in Engineering (ICAIAME 2020), Antalya, Türkiye, 9 - 11 Ekim 2020, ss.455-464
2021
2021Data Mining Techniques in Direct Marketing on Imbalanced Data using Tomek Link Combined with Random Under-sampling
Yllmaz Ü., Gezer C., Aydln Z., GÜNGÖR V. Ç.
5th International Conference on Information System and Data Mining, ICISDM 2021, Virtual, Online, Amerika Birleşik Devletleri, 27 - 29 Mayıs 2021, ss.67-73
2019
2019Classification of Cardiovascular Artery Diseases based on Deep Neural Network
Hacılar H., GÖRMEZ Y., GÜNGÖR B., Gezer C., AYDIN Z., GÜNGÖR V. Ç.
3rd Int. Conference on Information System and Data Mining (ICISDM 2019), Texas, Amerika Birleşik Devletleri, 6 - 08 Nisan 2019
2018
2018NSEM: Duygu Analizi için Özgün Yığınlanmış Topluluk Yöntemi(NSEM: Novel Stacked Ensemble Method for Sentiment Analysis)
IŞIK Y. E., GÖRMEZ Y., KAYNAR O., AYDIN Z.
IEEE 2018 International Conference on Artificial Intelligenceand Data Processing (IDAP), Malatya, Türkiye, 28 - 30 Eylül 2018, ss.1-4
2018
2018ROI Detection in Mammogram Images using Wavelet-Based Haralick and HOG Features
Tasdemir S. B. Y., TAŞDEMİR K., AYDIN Z.
17th IEEE International Conference on Machine Learning and Applications (IEEE ICMLA), Florida, Amerika Birleşik Devletleri, 17 - 20 Aralık 2018, ss.105-109
2018
2018H2O Otomatik Makine Öğrenme Algoritmasının Metabolomik Verilerinde Performansının Araştırılması
ÜNLÜSAVURAN M., ERTÜRK ZARARSIZ G., ZARARSIZ G., İPEKTEN F., KORKMAZ S., GÖKSÜLÜK D., et al.
XX. Ulusal ve III. Uluslararası Biyoistatistik Kongresi, 26 - 29 Ekim 2018
2018
2018NSEM: Novel Stacked Ensemble Method for Sentiment Analysis
Emre Isik Y., GÖRMEZ Y., KAYNAR O., AYDIN Z.
International Conference on Artificial Intelligence and Data Processing (IDAP), Malatya, Türkiye, 28 - 30 Eylül 2018
2018
2018Protein İkincil Yapı Tahmini için NR ve UniClustVeri Tabanlarının Karşılaştırılması (Comparison of NR and UniClust databases for protein secondary structure prediction)
AYDIN Z., KAYNAR O., GÖRMEZ Y.
IEEE Conferences 2018 26th Signal Processing and Communications Applications Conference (SIU), İzmir, Türkiye, 2 - 05 Mayıs 2018, ss.1-4
2018
2018Protein İkincil Yapı Tahmini İçin Makine Öğrenmesi Yöntemlerinin Karşılaştırılması (Comparison of machine learning classifiers for protein secondary structure prediction)
AYDIN Z., KAYNAR O., GÖRMEZ Y., IŞIK Y. E.
IEEE Conferences 2018 26th Signal Processing and Communications Applications Conference (SIU), İzmir, Türkiye, 2 - 05 Mayıs 2018, cilt.1
2018
2018A Novel Feature Design and Stacking Approach for Non-Technical Electricity Loss Detection
AYDIN Z., GÜNGÖR V. Ç.
2018 IEEE Innovative Smart Grid Technologies - Asia (ISGT Asia), Singapore, Singapur, 22 - 25 Mayıs 2018
2018
2018Protein Secondary Structure Prediction Using Support Vector Machine and Hierarchical Clustering
ATASEVER S., AYDIN Z., ERBAY H.
WC BIG DATA 2018, KUŞADASI, Türkiye, 28 - 30 Nisan 2018
2018
2018Ceph-based Storage Server Application
Azginoglu N., Eren M. A., ÇELİK M., AYDIN Z.
6th International Symposium on Digital Forensic and Security (ISDFS), Antalya, Türkiye, 22 - 25 Mart 2018, ss.408-411
2017
2017Open Source SLURM Computer Cluster System Design and a Sample Application
Azgınoğlu N., Atasever U., AYDIN Z., Çelik M., Erbay H.
IEEE International Conference on Computer Science and Engineering, Antalya, Türkiye, 5 - 08 Ekim 2017, ss.403-406
2017
2017Combining Classifiers for Protein Secondary Structure Prediction
AYDIN Z., Uzut O. G.
9th International Conference on Computational Intelligence and Communication Networks (CICN), Girne, Kıbrıs (Kktc), 16 - 17 Eylül 2017, ss.29-33
2017
2017Feature Selection for Protein Dihedral Angle Prediction
AYDIN Z., KAYNAR O., GÖRMEZ Y.
9th International Conference on Computational Intelligence and Communication Networks (CICN), Girne, Kıbrıs (Kktc), 16 - 17 Eylül 2017, ss.48-52
2016
2016Discovering Biomarkers for Early Prognosis of Respiratory Virus Infection
AYDIN Z.
RECOMB/ISCB Conference on Regulatory and Systems Genomics with DREAM Challenges, Amerika Birleşik Devletleri, 6 - 09 Kasım 2016
2015
2015Identifying Discriminative Scores of HMM-profile Alignments by Feature Selection
AYDIN Z., ERDEM H. E., UZUT Ö. G.
International Symposium on Health Informatics and Bioinformatics, Muğla, Türkiye, 16 - 17 Ekim 2015, ss.1
2015
2015Development of Knowledge Based Response Correction for a Reconfigurable N-Shaped Microstrip Antenna Design
Aoad A., Şimşek M., AYDIN Z.
IEEE MTT-S International Conference on Numerical Electromagnetic and Multiphysics Modeling and Optimization, Ottawa, Kanada, 11 - 14 Ağustos 2015, ss.1-3
2015
2015Short Term Electricity Load Forecasting: A Case Study of Electric Utility Market in Turkey
YASİN M., GÖZE T., ÖZCAN İ., GÜNGÖR V. Ç., AYDIN Z.
International Istanbul Smart Grid Congress And Exhibition, İstanbul, Türkiye, 29 - 30 Nisan 2015, ss.1-5
2015
2015Template Scoring Methods for Protein Torsion Angle Prediction
AYDIN Z., Baker D., Noble W. S.
8th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC), Lisbon, Portekiz, 12 - 15 Ocak 2015, cilt.574, ss.206-223
2015
2015Constructing structural profiles for protein torsion angle prediction
AYDIN Z., BAKER D., NOBLE W. S.
Bioinformatics, Lizbon, Portekiz, 12 - 15 Ocak 2015, ss.26-35
2014
2014Design of a tri band 5-fingers shaped microstrip patch antenna with an adjustable resistor
Aoad A., AYDIN Z., Korkmaz E.
IEEE International Conference on Antenna Measurements and Applications, Antibes Juan-Les-Pins, Fransa, 16 - 19 Ekim 2014, ss.1-4
2013
2013A method for extraction of affective audio-visual facial clips from movies
Turan Ç., Kansın C., Zhalehpour S., AYDIN Z., EROĞLU ERDEM Ç.
IEEE Signal Processing and Applications Conference, Türkiye, 24 - 26 Nisan 2013
2012
2012Protein torsion angle class prediction by a hybrid architecture of Bayesian and neural networks
AYDIN Z., Thompson J., Bilmes J., Baker D., Noble W. S.
International Conference on Bioinformatics and Computational Biology, 16 - 19 Temmuz 2012
2008
2008Protein function prediction with amino acid sequence and secondary structure alignment scores
AYGÜN E., KÖMÜRLÜ C., AYDIN Z., ÇATALTEPE Z.
International Symposium on Health Informatics and Bioinformatics (HIBIT), 18 - 20 Mayıs 2008
2007
2007Training set reduction methods for protein secondary structure prediction in single-sequence condition
AYDIN Z., ALTUNBAŞAK Y., PAKATÇI İ. K., ERDOĞAN H.
29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS’xx07), 23 - 26 Ağustos 2007
2007
2007Yetim proteinlerde ikincil yapı öngörüsü için eğitim kümesi indirgeme yöntemleri
PAKATÇI İ. K., AYDIN Z., ERDOĞAN H., ALTUNBAŞAK Y.
IEEE Signal Processing and Communication Applications Conference (SIU), Türkiye, 11 - 13 Haziran 2007
2007
2007Protein fold recognition using residue-based alignments of sequence and secondary structure
AYDIN Z., ERDOĞAN H., ALTUNBAŞAK Y.
IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP), 15 - 20 Nisan 2007
2005
2005A modified stack decoder for protein secondary structure prediction
AYDIN Z., AKGÜN T., ALTUNBAŞAK Y.
IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP), 19 - 23 Mart 2005
2004
2004Protein secondary structure prediction with semi Markov HMMs
AYDIN Z., ALTUNBAŞAK Y., BORODOVSKY M.
26th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 1 - 05 Eylül 2004
2002
2002A new approach to time-frequency localized signal design
ÖZDEMİR A. K., AYDIN Z., ARIKAN O.
IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP), 13 - 17 Mayıs 2002
Kitaplar
2023
2023Digitalization in Smart City Solutions, The Traffic Flow Prediction in New York City, U.S.A.
Ayten A. M., Aydın Z., Görmez Y.
Architectural Sciences and Recent Approaches and Trends in Urban and Regional Planning, Kübra Cihangir Çamur,Şirin Gülcan Eren, Editör, İksad Yayınevi, Ankara, ss.119-151, 2023
Desteklenen Projeler
2022 - 2024
2022 - 2024
Otozomal Dominant Polikistik Böbrek Hastalığının Progresyonunda Metabolomik Temelli Makine Öğrenimi Yaklaşımları ile Kişiye Özel Takip Raporunun Oluşturulması
TÜBİTAK Projesi
(Proje Özeti)
Aydın Z., Zararsız G.(Yürütücü)
2021 - 2023
2021 - 2023
Kolon Polipleri için Kolonoskopi ve Histopatoloji Görüntülerinden Yapay Zekâ Destekli Prognostik Belirteç Tespiti
TÜBİTAK Projesi
Yılmaz B. (Yürütücü), Doğan R. S., AYDIN Z.
2014 - 2017
2014 - 2017Zenginleştirilmiş Öznitelikler ve Makine Öğrenmesi Teknikleri ile Protein Yerel Yapı Tahmini
TÜBİTAK Projesi
AYDIN Z. (Yürütücü)
2013 - 2016
2013 - 2016Elektrik Kayıp-Kaçak Analizi ve Talep Tahmini için Çoklu İletişim Arayüzü Destekleyen Telemetrik Gömülü Sistem Tasarımı ve Geliştirilmesi
TÜBİTAK Projesi
AYDIN Z., GÜNGÖR V. Ç.
Bilimsel Dergilerdeki Faaliyetler
2014 - 2015
2014 - 2015TURKISH JOURNAL OF BIOLOGY
Editör
Bilimsel Yayınlarda Hakemlikler
Ekim 2017
Ekim 2017Knowledge and Information Systems
SCI Kapsamındaki Dergi
Mayıs 2017
Mayıs 2017Knowledge and Information Systems
SCI Kapsamındaki Dergi
Mart 2017
Mart 2017Proceesings of IEEE Signal Processing and Communication Applications Conference
Hakemli Bilimsel Dergi
Mart 2017
Mart 2017Proceesings of IEEE Signal Processing and Communication Applications Conference
Hakemli Bilimsel Dergi
Mart 2017
Mart 2017Proceesings of IEEE Signal Processing and Communication Applications Conference
Hakemli Bilimsel Dergi
Ekim 2016
Ekim 2016Knowledge and Information Systems
SCI Kapsamındaki Dergi
Ekim 2016
Ekim 2016Academic Platform Journal of Engineering and Science
Diğer Dergiler
Temmuz 2016
Temmuz 2016Knowledge and Information Systems
SCI Kapsamındaki Dergi
Haziran 2016
Haziran 2016Turkish Journal of Electrical Engineering and Computer Sciences
SCI Kapsamındaki Dergi
Mayıs 2016
Mayıs 2016Knowledge and Information Systems
SCI Kapsamındaki Dergi
Ocak 2016
Ocak 2016Gazi Üniversitesi Mühendislik-Mimarlık Fakültesi Dergisi
Hakemli Bilimsel Dergi
Kasım 2015
Kasım 2015TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES
SCI Kapsamındaki Dergi
Mayıs 2015
Mayıs 2015Knowledge and Information Systems
SCI Kapsamındaki Dergi
Mart 2015
Mart 2015TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES
SCI Kapsamındaki Dergi
Kongre ve Sempozyum Katılımı Faaliyetleri
01 Şubat 2017 - 01 Şubat 2017
01 Şubat 2017 - 01 Şubat 2017DARPA Prometheus Program Kickoff
Katılımcı
Virginia-Amerika Birleşik Devletleri
01 Kasım 2016 - 01 Kasım 2016
01 Kasım 2016 - 01 Kasım 2016