Biyografi
Dr. Ganiz received his B.S. and M.S. in Computer Engineering from Selcuk University in 2000 and 2002 respectively. Following this he attained a Ph.D. degree in Computer Science from Lehigh University in U.S.A. in January 2008. He worked as a Data Mining Engineer at MySpace in Los Angeles between 2008 and 2009. He started working as an Assistant Professor in Dogus University in Fall 2009 and he joined Marmara University Computer Engineering Department in Fall 2015 where he is currently working as Associate Professor. Dr. Ganiz's research interests are in the general umbrella of Artificial Intelligence, more specifically Machine Learning and Deep Learning algorithms applied to the analysis of textual data and linked data.
Eğitim Bilgileri
2003 - 2008
2003 - 2008Doktora
Lehigh University, Computer Science, Computer Science, Amerika Birleşik Devletleri
2000 - 2002
2000 - 2002Yüksek Lisans
Selçuk Üniversitesi, Fen Bilimleri Enstitüsü, Bilgisayar Mühendisliği (Yl) (Tezli), Türkiye
1996 - 2000
1996 - 2000Lisans
Selçuk Üniversitesi, Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümü, Türkiye
Yaptığı Tezler
2008
2008Doktora
Higher-order path analysis for supervised machine learning
Lehigh University, Computer Science
2002
2002Yüksek Lisans
Üniversite akademik bilgi sistemi ve uygulaması
Selçuk Üniversitesi, Fen Bilimleri Enstitüsü, Bilgisayar Mühendisliği (Yl) (Tezli)
Yabancı Diller
C1 İleri
C1 İleriİngilizce
Araştırma Alanları
Bilgisayar Bilimleri
Yapay Zeka, Bilgisayarda Öğrenme ve Örüntü Tanıma
Bilgi Mühendisliği
Bilgisayar Öğrenimi
Doğal Dil İşlemesi
Metin/Doküman İşleme
Sinirsel Ağlar
Akademik Ünvanlar / Görevler
2015 - Devam Ediyor
2015 - Devam EdiyorYrd. Doç. Dr.
Marmara Üniversitesi, Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümü
2009 - Devam Ediyor
2009 - Devam EdiyorYrd. Doç. Dr.
Doğuş Üniversitesi, Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümü
Yönetimsel Görevler
2011 - 2012
2011 - 2012Bölüm Başkan Yardımcısı
Doğuş Üniversitesi, Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümü
Akademi Dışı Deneyim
2013 - Devam Ediyor
2013 - Devam EdiyorKurucu Ortak
VeriUs Teknoloji Ltd. Şti., Kurucu Ortak
2008 - 2008
2008 - 2008Data Mining Engineer
MySpace - Fox Interactive Media, Data Mining Engineer
Yönetilen Tezler
2019
2019Yüksek Lisans
ÇİZGELERDE ETİKET YAYILIMI İLE BELGELERİN YARIEĞİTİMLİ SINIFLANDIRILMASI
Ganiz M. C. (Danışman)
G.KOCAMAN(Öğrenci)
2019
2019Yüksek Lisans
Semi-supervised classification of documents via label propagation in graphs
GANİZ M. C. (Danışman)
G.Kocaman(Öğrenci)
2016
2016Doktora
Corpus-based semantic kernels for supervised and semi-supervised text classification
GANİZ M. C. (Danışman)
A.BERNA(Öğrenci)
2015
2015Yüksek Lisans
MEANING BASED FEATURE SELECTION METHODS FOR TEXT CLASSIFICATION
GANİZ M. C. (Danışman)
M.TUTKAN(Öğrenci)
2013
2013Yüksek Lisans
EMPIRICAL COMPARISON OF NAÏVE BAYES EVENT MODELS AND SMOOTHING METHODS FOR TEXT CLASSIFICATION
GANİZ M. C. (Danışman)
Z.HİLAL(Öğrenci)
2013
2013Yüksek Lisans
Wikipedia based Semantic Smoothing for Twitter Sentiment Classification
Ganiz M. C. (Danışman)
D.Torunoğlu(Öğrenci)
2013
2013Yüksek Lisans
Efficiency of Graph Clustering Algorithms GADIA and N-GAIR in Community Detection on Social Networks
Ganiz M. C., Uykan Z.(Eş Danışman)
H.Burak(Öğrenci)
2013
2013Yüksek Lisans
HIGHER-ORDER SEMANTIC SMOOTHING FOR TEXT CLASSIFICATION
GANİZ M. C. (Danışman)
M.POYRAZ(Öğrenci)
2013
2013Yüksek Lisans
SENTIMENT ANALYSIS ON TURKISH PRODUCT REVIEWS
GANİZ M. C. (Danışman)
E.ÇAKIRMAN(Öğrenci)
Makaleler
2025
20251. Deep learning for named entity recognition in Turkish radiology reports
Abdullahi A. A., GANİZ M. C., Koç U., Gökhan M. B., Aydın C., Özdemir A. B.
Diagnostic and Interventional Radiology
, cilt.31, sa.5, ss.430-439, 2025 (SCI-Expanded, Scopus, TRDizin)
2024
20242. TFPsocialmedia: a public dataset for studying Turkish foreign policy
MEHMETCİK H., GANİZ M. C., KÖLÜK M., YÜKSEL G., Müslim Y., İnce M. M., et al.
Discover Data , cilt.2, sa.2, 2024 (Hakemli Dergi)
2020
20203. Identifying Topic-based Opinion Leaders in Social Networks by Content and User Information
ALTINEL A. B., HAKKOZ M. A., BOZDAĞ E. B., GANİZ M. C.
International Journal of Intelligent Systems and Applications in Engineering
, cilt.8, sa.4, ss.214-220, 2020 (Scopus)
2019
20194. Word sense disambiguation using semantic kernels with class-based term values
Altinel B., GANİZ M. C., Sipal B., Erkaya E., Yucedag O. C., Dogan M. A.
TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES
, cilt.27, sa.4, ss.3180-3194, 2019 (SCI-Expanded)
2018
20185. Semantic text classification: A survey of past and recent advances
Altinel B., GANİZ M. C.
INFORMATION PROCESSING & MANAGEMENT
, cilt.54, sa.6, ss.1129-1153, 2018 (SCI-Expanded)
2017
20176. Instance labeling in semi-supervised learning with meaning values of words
Altinel B., GANİZ M. C., DİRİ B.
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
, cilt.62, ss.152-163, 2017 (SCI-Expanded)
2016
20167. A new hybrid semi-supervised algorithm for text classification with class-based semantics
Altinel B., GANİZ M. C.
KNOWLEDGE-BASED SYSTEMS
, cilt.108, ss.50-64, 2016 (SCI-Expanded)
2016
20168. Helmholtz principle based supervised and unsupervised feature selection methods for text mining
Tutkan M., GANİZ M. C., AKYOKUŞ S.
INFORMATION PROCESSING & MANAGEMENT
, cilt.52, sa.5, ss.885-910, 2016 (SCI-Expanded)
2014
20149. Higher-Order Smoothing: A Novel Semantic Smoothing Method for Text Classification
Poyraz M., Kilimci Z. H., Ganiz M. C.
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY
, cilt.29, sa.3, ss.376-391, 2014 (SCI-Expanded)
2014
201410. The Benchmark of Paragraph and Sentence Extraction Summaries using Outlier Document Filtering based Multi -Document Summarizer
Turan M., Sonmez C., Ganiz M. C.
INFORMATION TECHNOLOGY AND CONTROL
, cilt.43, sa.4, ss.433-439, 2014 (SCI-Expanded)
2011
201111. Higher Order Naive Bayes: A Novel Non-IID Approach to Text Classification
Ganiz M. C., George C., Pottenger W. M.
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
, cilt.23, sa.7, ss.1022-1034, 2011 (SCI-Expanded)
Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler
2025
20251. New Approaches to Named Entity Recognition in Turkish: Improving Performance through Architecture Modification of Causal Large Language Models T urkc e Varlik Adi Tanimada Yeni Yaklas imlar: Nedensel B uy uk Dil Modellerinde Mimari Degis ikligi ile Bas arim Artirilmasi
Tuncer Y., Pekedis H., Ozeren H., GANİZ M. C.
33rd IEEE Conference on Signal Processing and Communications Applications, SIU 2025, İstanbul, Türkiye, 25 - 28 Haziran 2025, (Tam Metin Bildiri)
2025
20252. Analysis of Consistency of Large Language Models for Low-Resource Languages like Turkish with Min-P and Top-P Sampling Parameters T rk e gibi Az Kaynakli Diller i in B y k Dil Modeli Tutarliliginin Min-P ve Top-P rnekleme Parametreleri ile Analizi
Uzumcu T., GANİZ M. C.
33rd IEEE Conference on Signal Processing and Communications Applications, SIU 2025, İstanbul, Türkiye, 25 - 28 Haziran 2025, (Tam Metin Bildiri)
2022
20223. Deep Learning-Based Brain Hemorrhage Detection in CT Reports
Bayrak G., Toprak M. S., GANİZ M. C., Kodaz H., Koç U.
32nd Medical Informatics Europe Conference, MIE 2022, Nice, Fransa, 27 - 30 Mayıs 2022, cilt.294, ss.866-867, (Tam Metin Bildiri)
2022
20224. Traditional Machine Learning and Deep Learning-based Text Classification for Turkish Law Documents using Transformers and Domain Adaptation
Akca O., Bayrak G., Issifu A. M., GANİZ M. C.
16th International Conference on INnovations in Intelligent SysTems and Applications, INISTA 2022, Biarritz, Fransa, 8 - 12 Ağustos 2022, (Tam Metin Bildiri)
2022
20225. IT Support Ticket Completion Time Prediction
Yildiz M., Alsac A., Ulusinan T., GANİZ M. C., YENİSEY M. M.
7th International Conference on Computer Science and Engineering, UBMK 2022, Diyarbakır, Türkiye, 14 - 16 Eylül 2022, ss.198-203, (Tam Metin Bildiri)
2022
20226. Individual Stock Price Prediction by Using KAP and Twitter Sentiments with Machine Learning for BIST30
Sariyer M., Akil A., Bulgurcu F. N., Oge F. E., GANİZ M. C.
16th International Conference on INnovations in Intelligent SysTems and Applications, INISTA 2022, Biarritz, Fransa, 8 - 12 Ağustos 2022, (Tam Metin Bildiri)
2022
20227. Biomedical Named Entity Recognition Using Transformers with biLSTM + CRF and Graph Convolutional Neural Networks
Celikmasat G., Enes Akturk M., Emre Ertunc Y., Majeed Issifu A., GANİZ M. C.
16th International Conference on INnovations in Intelligent SysTems and Applications, INISTA 2022, Biarritz, Fransa, 8 - 12 Ağustos 2022, (Tam Metin Bildiri)
2021
20218. A Simple Data Augmentation Method to Improve the Performance of Named Entity Recognition Models in Medical Domain
Issifu A. M., GANİZ M. C.
2021 6th International Conference on Computer Science and Engineering (UBMK), Ankara, Türkiye, 15 Eylül - 17 Kasım 2021, ss.763-768, (Tam Metin Bildiri)
2021
20219. Log and Execution Trace Analytics System
Abbasli N., GANİZ M. C.
2021 International Conference on INnovations in Intelligent SysTems and Applications (INISTA), Kocaeli, Türkiye, 25 Ağustos 2021, ss.1-7, (Tam Metin Bildiri)
2021
202110. Descriptive and Prescriptive Analysis of Construction Site Incidents Using Decision Tree Classification and Association Rule Mining
uğur ö., ARISOY A. A., GANİZ M. C., bolaç b.
2021 International Conference on INnovations in Intelligent SysTems and Applications (INISTA), Kocaeli, Türkiye, 25 Ağustos 2021, ss.1-6, (Tam Metin Bildiri)
2019
201911. A new cluster-aware regularization of neural networks
Kalaycı T. A., Asan U., GANİZ M. C., Gerek A.
International Conference on Intelligent and Fuzzy Systems, INFUS 2019, İstanbul, Türkiye, 23 - 25 Temmuz 2019, cilt.1029, ss.346-353, (Tam Metin Bildiri)
2019
201912. Combining Lexical and Semantic Similarity Methods for News Article Matching
Şen M. U., Erdinç H. Y., Yavuzalp B., GANİZ M. C.
International Data Science Conference (iDSC 2019), Avusturya, 13 - 14 Mayıs 2019, ss.29-35, (Tam Metin Bildiri)
2019
201913. Diffused Label Propagation based Transductive Classification Algorithm for Word Sense Disambiguation
KOCAMAN G., ŞİPAL B., AYDIN G., ALTINEL A. B., GANİZ M. C.
In 2019 IEEE International Symposium on INnovations in Intelligent SysTems and Applications, 3 - 05 Temmuz 2019, ss.1-6, (Tam Metin Bildiri)
2019
201914. Effects of Positivization on the Paragraph Vector Model
Gerek A., Yuney M. C., Erkaya E., GANİZ M. C.
2019 IEEE International Symposium on INnovations in Intelligent SysTems and Applications, INISTA 2019, Sofija, Bulgaristan, 3 - 05 Temmuz 2019, (Tam Metin Bildiri)
2019
201915. Waste Not: Meta-Embedding of Word and Context Vectors
Değirmenci S., Gerek A., GANİZ M. C.
24th International Conference on Application of Natural Language to Information Systems, NLDB 2019, Salford, Birleşik Krallık, 26 - 28 Haziran 2019, ss.393-401, (Tam Metin Bildiri)
2018
201816. Document Embedding based Supervised Methods for Turkish Text Classification
Celenli H. I., Ozturk S. T., Sahin G., Gerek A., GANİZ M. C.
3rd International Conference on Computer Science and Engineering (UBMK), Sarajevo, Bosna-Hersek, 20 - 23 Eylül 2018, ss.477-482, (Tam Metin Bildiri)
2017
201717. Improving Twitter Sentiment Classification Using Term Usage and User Based Attributes
AKYOKUŞ S., GANİZ M. C., Gümüş C.
IMMM 2017 : The Seventh International Conference on Advances in Information Mining and Management, Venedik, İtalya, 25 - 29 Haziran 2017, ss.47-51, (Tam Metin Bildiri)
2017
201718. A Machine Learning Approach to Database Failure Prediction
Karakurt I., Ozer S., Ulusinan T., GANİZ M. C.
2017 International Conference on Computer Science and Engineering (UBMK), Antalya, Türkiye, 5 - 08 Ekim 2017, ss.1030-1035, (Tam Metin Bildiri)
2017
201719. Preprocessing Framework for Twitter Bot Detection
Kantepe M., GANİZ M. C.
2017 International Conference on Computer Science and Engineering (UBMK), Antalya, Türkiye, 5 - 08 Ekim 2017, ss.630-634, (Tam Metin Bildiri)
2017
201720. Machine Learning Based Electricity Demand Forecasting
Camurdan Z., GANİZ M. C.
2017 International Conference on Computer Science and Engineering (UBMK), Antalya, Türkiye, 5 - 08 Ekim 2017, ss.412-417, (Tam Metin Bildiri)
2017
201721. A Feature Based Simple Machine Learning Approach with Word Embeddings to Named Entity Recognition on Tweets
Taspinar M., GANİZ M. C., ACARMAN T.
22nd International Conference on Applications of Natural Language to Information Systems (NLDB), Liege, Belçika, 21 - 23 Haziran 2017, cilt.10260, ss.254-259, (Tam Metin Bildiri)
2016
201622. Semi-Supervised Learning using Higher-Order Co-occurrence Paths to Overcome the Complexity of Data Representation
GANİZ M. C.
IEEE International Conference on Systems, Man, and Cybernetics (SMC), Budapest, Macaristan, 9 - 12 Ekim 2016, ss.2242-2247, (Tam Metin Bildiri)
2015
201523. A Novel Classifier Based on Meaning for Text Classification
Ganiz M. C., Tutkan M., Akyokus S.
International Symposium on Innovations in Intelligent SysTems and Applications (INISTA 2015), Madrid, İspanya, 2 - 04 Eylül 2015, ss.462-466, (Tam Metin Bildiri)
2015
201524. Evaluation of Classification Models for Language Processing
Kilimci Z. H., Ganiz M. C.
International Symposium on Innovations in Intelligent SysTems and Applications (INISTA 2015), Madrid, İspanya, 2 - 04 Eylül 2015, ss.454-461, (Tam Metin Bildiri)
2014
201425. Metin Sınıflandırma için Eğitimsiz bir Anlamsal Özellik Seçimi Yöntemi
TUTKAN M., GANİZ M. C., AKYOKUŞ S.
Elektrik – Elektronik – Bilgisayar ve Biyomedikal Mühendisliği Sempozyumu (ELECO 2014), Türkiye, 27 - 29 Kasım 2014, (Tam Metin Bildiri)
2014
201426. Metin Sınıflandırma için Yeni Bir Eğitimli Anlamsal Özellik Seçimi Yöntemi
MELİKE T., GANİZ M. C., AKYOKUŞ S.
Akıllı Sistemlerde Yenilikler ve Uygulamalar Sempozyumu (ASYU 2014), Türkiye, 9 - 10 Ekim 2014, (Tam Metin Bildiri)
2014
201427. A Simple Semantic Kernel Approach for SVM using Higher Order Paths
ALTINEL A. B., GANİZ M. C., DİRİ B.
INISTA 2014, 23 - 25 Haziran 2014, ss.431-435, (Tam Metin Bildiri)
2014
201428. A Simple Semantic Kernel Approach for SVM using Higher-Order Paths
Altinel B., Ganiz M. C., Diri B.
IEEE International Symposium on Innovations in Intelligent Systems and Applications (INISTA), Alberobello, İtalya, 23 - 25 Haziran 2014, ss.431-436, (Tam Metin Bildiri)
2014
201429. A Semantic Kernel for Text Classification Based on Iterative Higher Order Relations between Words and Documents
ALTINEL A. B., GANİZ M. C., DİRİ B.
The 13th International Conference on Artificial Intelligence and Soft Computing, 1 - 05 Haziran 2014, cilt.8467, ss.505-517, (Tam Metin Bildiri)
2013
201330. A Novel Higher Order Semantic Kernel for Text Classification
ALTINEL A. B., GANİZ M. C., DİRİ B.
ICECCO 2013,10th International Conference on Electronics, Computer and Computation, 7 - 09 Kasım 2013, ss.216-219, (Tam Metin Bildiri)
2013
201331. A Novel Higher-Order Semantic Kernel for Text Classification
Altinel B., GANİZ M. C., Diri B.
10th International Conference on Electronics, Computer and Computation (ICECCO), Ankara, Türkiye, 7 - 09 Kasım 2013, ss.216-219, (Tam Metin Bildiri)
2013
201332. Wikipedia Based Semantic Smoothing for Twitter Sentiment Classification
Torunoglu D., Telseren G., Sagturk O., Ganiz M. C.
IEEE International Symposium on INnovations in Intelligent SysTems and Applications (INISTA), Bulgaristan, 19 - 21 Haziran 2013, (Tam Metin Bildiri)
2013
201333. NMF based Dimension Reduction Methods for Turkish Text Clustering
Guran A., Ganiz M. C., Naiboglu H. S., Kaptikacti H. O.
IEEE International Symposium on INnovations in Intelligent SysTems and Applications (INISTA), Bulgaristan, 19 - 21 Haziran 2013, (Tam Metin Bildiri)
2013
201334. An Application of Community Discovery in Academical Social Networks
Arslan E., Akyokus S., Ganiz M. C.
IEEE International Symposium on INnovations in Intelligent SysTems and Applications (INISTA), Bulgaristan, 19 - 21 Haziran 2013, (Tam Metin Bildiri)
2012
201235. Exploiting Turkish Wikipedia as a Semantic Resource for Text Classification
Poyraz M., GANİZ M. C., AKYOKUŞ S., Görener B., KİLİMCİ Z. H.
International Symposium on INnovations in Intelligent SysTems and Applications (INISTA 2012), 2 - 04 Temmuz 2012, (Tam Metin Bildiri)
2012
201236. Discrete-Time Hopfield Neural Network Based Text Clustering Algorithm
Uykan Z., Ganiz M. C., Sahinli C.
19th International Conference on Neural Information Processing (ICONIP), Doha, Qatar, 11 - 15 Kasım 2012, cilt.7663, ss.551-559, (Tam Metin Bildiri)
2012
201237. A Novel Semantic Smoothing Method based on Higher Order Paths for Text Classification
Poyraz M., Kilimci Z. H., Ganiz M. C.
12th IEEE International Conference on Data Mining (ICDM), Brussels, Belçika, 10 - 13 Aralık 2012, ss.615-624, (Tam Metin Bildiri)
2011
201138. An Anomaly Detection Framework for BGP
Inigo Ortiz d. U. C., Erkan K., GANİZ M. C.
International Symposium on INnovations in Intelligent SysTems and Applications (INISTA 2011), 15 - 18 Haziran 2011, (Tam Metin Bildiri)
2011
201139. Intelligent focused crawler learning which links to crawl
TAYLAN D., POYRAZ M., AKYOKUŞ S., GANİZ M. C.
Innovations in Intelligent Systems and Applications (INISTA 2011), 15 - 18 Haziran 2011, (Tam Metin Bildiri)
2011
201140. Analysis of Preprocessing Methods on Classification of Turkish Texts
dilara t., Çakırman E., GANİZ M. C., AKYOKUŞ S., Gürbüz Z.
International Symposium on INnovations in Intelligent SysTems and Applications (INISTA 2011), 15 - 18 Haziran 2011, (Tam Metin Bildiri)
2011
201141. Application of the SpecHybrid Algorithm to Text Document Clustering Problem
UYKAN Z., GANİZ M. C.
International Symposium on INnovations in Intelligent SysTems and Applications (INISTA 2011), 15 - 18 Haziran 2011, (Tam Metin Bildiri)
2009
200942. Leveraging Higher Order Dependencies between Features for Text Classification
Ganiz M. C., Lytkin N. I., Pottenger W. M.
Joint European Conference on Machine Learning (ECML)/European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD), Bled, Slovenya, 7 - 11 Eylül 2009, cilt.5781, ss.375-377, (Tam Metin Bildiri)
2007
200743. Mining Higher Order Association Rules from Distributed Named Entity Databases
Li S., Janneck C., Belapurkar A., GANİZ M. C., Yang X., Dilsizian M., et al.
IEEE Intelligence and Security Informatics (ISI 2007), 23 - 25 Mayıs 2007, (Tam Metin Bildiri)
2006
200644. Link Analysis of Higher Order Paths in Supervised Learning Datasets
GANİZ M. C., Yang X., Pottenger W. M.
In Proceedings of the Workshop on Link Analysis, Counterterrorism and Security, 2006 SIAM Conference on Data Mining, 01 Nisan 2006, (Tam Metin Bildiri)
2006
200645. Detection of interdomain routing anomalies based on higher-order path analysis
Ganiz M. C., Kanitkar S., Chuah M. C., Pottenger W. M.
6th IEEE International Conference on Data Mining, Hong Kong, PEOPLES R CHINA, 18 - 22 Aralık 2006, ss.874-879, (Tam Metin Bildiri)
Desteklenen Projeler
2017 - 2019
2017 - 2019Metin Sınıflandırması için Semantik Gözetimli ve Yarı Gözetimli Kelime Kalıplama Algoritmalarının Geliştirilmesi
TÜBİTAK Projesi , 1001 - Bilimsel ve Teknolojik Araştırma Projelerini Destekleme Programı
Altınel Girgin A. B., Ganiz M. C. (Yürütücü)
2017 - 2019
2017 - 2019Dil İşlemede Eğitimli Ve Yarı-Eğitimli Sınıflandırma İçin Anlamsal İlişkileri Ortaya Çıkartan Bölüşümlü Kelime Temsili Yöntemlerinin Geliştirilmesi
TÜBİTAK Projesi , 1001 - Bilimsel ve Teknolojik Araştırma Projelerini Destekleme Programı
Ganiz M. C. (Yürütücü)
2012 - 2015
2012 - 2015"Metinsel Veri Madenciliği için Anlamsal Yarı Eğitimli Algoritmaların Geliştirilmesi"
TÜBİTAK Projesi , 3501 - Ulusal Genç Araştırmacı Kariyer Geliştirme Programı
Ganiz M. C. (Yürütücü)
2012 - 2015
2012 - 2015METİNSEL VERİ MADENCİLİĞİ İÇİN ANLAMSAL YARI EĞİTİMLİ ALGORİTMALARIN GELİŞTİRİLMESİProje NO 111E239
TÜBİTAK Projesi , 3501 - Ulusal Genç Araştırmacı Kariyer Geliştirme Programı
Ganiz M. C. (Yürütücü)
Bilimsel Kuruluşlardaki Üyelikler / Görevler
2006 - Devam Ediyor
2006 - Devam EdiyorIEEE
Asli Üye
2019 - 2020
2019 - 2020BILTEG
Yürütme Kurulu Üyesi
2015 - 2019
2015 - 2019ARDEB
Danışman
Bilimsel Danışmanlıklar
2020 - Devam Ediyor
2020 - Devam EdiyorKurum veya Organizasyonlar İçin Yapılan Danışmanlık
ENKA Systems R&D Center
Marmara Üniversitesi, Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümü, Türkiye