Doç.Dr. MURAT CAN GANİZ

Yayın Ağı

SCI, SSCI ve AHCI İndekslerine Giren Dergilerde Yayınlanan Makaleler

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)

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)

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)

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)

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)

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)

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)

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)

Diğer Dergilerde Yayınlanan Makaleler

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)

Hakemli Kongre / Sempozyum Bildiri Kitaplarında Yer Alan Yayınlar

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

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

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

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 Sürdürülebilir Kalkınma

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 Sürdürülebilir Kalkınma

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

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

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

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

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

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

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

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

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

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

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

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 Sürdürülebilir Kalkınma

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 Sürdürülebilir Kalkınma

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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