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1

[IEEE 2019 IEEE International Symposium on INnovations in Intelligent SysTems and Applications (INISTA) - Sofia, Bulgaria (2019.7.3-2019.7.5)] 2019 IEEE International Symposium on INnovations in Intelligent SysTems and Applications (INISTA) - Diffused Label Propagation based Transductive Classification Algorithm for Word Sense Disambiguation

Kocaman, Gokhan, Sipal, Bilge, Gerek, Aydin, Altinel, Berna, Ganiz, Murat Can

Year:

2019

Language:

english

File:

PDF, 819 KB

english, 2019

2

Semantic text classification: A survey of past and recent advances

Altınel, Berna, Ganiz, Murat Can

Journal:

Information Processing & Management

Year:

2018

Language:

english

File:

PDF, 926 KB

english, 2018

3

[IEEE 2017 International Conference on Computer Science and Engineering (UBMK) - Antalya (2017.10.5-2017.10.8)] 2017 International Conference on Computer Science and Engineering (UBMK) - Preprocessing framework for Twitter bot detection

Kantepe, Mucahit, Ganiz, Murat Can

Year:

2017

File:

PDF, 110 KB

2017

4

[IEEE 2011 International Symposium on Innovations in Intelligent Systems and Applications (INISTA) - Istanbul, Turkey (2011.06.15-2011.06.18)] 2011 International Symposium on Innovations in Intelligent Systems and Applications - An anomaly detection framework for BGP

de Urbina Cazenave, Inigo Ortiz, Kosluk, Erkan, Ganiz, Murat Can

Year:

2011

Language:

english

File:

PDF, 1.38 MB

english, 2011

5

[IEEE 2019 IEEE International Symposium on INnovations in Intelligent SysTems and Applications (INISTA) - Sofia, Bulgaria (2019.7.3-2019.7.5)] 2019 IEEE International Symposium on INnovations in Intelligent SysTems and Applications (INISTA) - Effects of Positivization on the Paragraph Vector Model

Gerek, Aydin, Yuney, Mehmet Can, Erkaya, Erencan, Ganiz, Murat Can

Year:

2019

Language:

english

File:

PDF, 202 KB

english, 2019

6

A novel semantic smoothing kernel for text classification with class-based weighting

Altınel, Berna, Diri, Banu, Ganiz, Murat Can

Journal:

Knowledge-Based Systems

Year:

2015

Language:

english

File:

PDF, 1.74 MB

english, 2015

7

A corpus-based semantic kernel for text classification by using meaning values of terms

Altınel, Berna, Can Ganiz, Murat, Diri, Banu

Journal:

Engineering Applications of Artificial Intelligence

Year:

2015

Language:

english

File:

PDF, 539 KB

english, 2015

8

[IEEE 2017 International Conference on Computer Science and Engineering (UBMK) - Antalya (2017.10.5-2017.10.8)] 2017 International Conference on Computer Science and Engineering (UBMK) - Machine learning based electricity demand forecasting

Camurdan, Zeynep, Ganiz, Murat Can

Year:

2017

Language:

english

File:

PDF, 290 KB

english, 2017

9

A new hybrid semi-supervised algorithm for text classification with class-based semantics

Altınel, Berna, Ganiz, Murat Can

Journal:

Knowledge-Based Systems

Year:

2016

Language:

english

File:

PDF, 919 KB

english, 2016

10

[IEEE 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC) - Budapest, Hungary (2016.10.9-2016.10.12)] 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC) - Semi-supervised learning using higher-order co-occurrence paths to overcome the complexity of data representation

Ganiz, Murat Can

Year:

2016

Language:

english

File:

PDF, 407 KB

english, 2016

11

[IEEE 2014 IEEE International Symposium on Innovations in Intelligent Systems and Applications (INISTA) - Alberobello, Italy (2014.6.23-2014.6.25)] 2014 IEEE International Symposium on Innovations in Intelligent Systems and Applications (INISTA) Proceedings - A simple semantic kernel approach for SVM using higher-order paths

Altinel, Berna, Ganiz, Murat Can, Diri, Banu

Year:

2014

Language:

english

File:

PDF, 700 KB

english, 2014

12

[IEEE 2013 International Conference on Electronics, Computer and Computation (ICECCO) - Ankara, Turkey (2013.11.7-2013.11.9)] 2013 International Conference on Electronics, Computer and Computation (ICECCO) - A novel higher-order semantic kernel for text classification

Altlnel, Berna, Ganiz, Murat Can, Diri, Banu

Year:

2013

Language:

english

File:

PDF, 273 KB

english, 2013

13

Helmholtz principle based supervised and unsupervised feature selection methods for text mining

Tutkan, Melike, Ganiz, Murat Can, Akyokuş, Selim

Journal:

Information Processing & Management

Year:

2016

Language:

english

File:

PDF, 897 KB

english, 2016

14

[IEEE 2013 IEEE International Symposium on Innovations in Intelligent Systems and Applications (INISTA) - Albena, Bulgaria (2013.06.19-2013.06.21)] 2013 IEEE INISTA - NMF based dimension reduction methods for Turkish text clustering

Guran, Aysun, Ganiz, Murat Can, Naiboglu, Hamit Selahattin, Kaptikacti, Halil Oguz

Year:

2013

Language:

english

File:

PDF, 241 KB

english, 2013

15

Higher Order Naïve Bayes: A Novel Non-IID Approach to Text Classification

Ganiz, Murat Can, George, Cibin, Pottenger, William M.

Journal:

IEEE Transactions on Knowledge and Data Engineering

Year:

2011

Language:

english

File:

PDF, 1.41 MB

english, 2011

16

[IEEE 2013 IEEE International Symposium on Innovations in Intelligent Systems and Applications (INISTA) - Albena, Bulgaria (2013.06.19-2013.06.21)] 2013 IEEE INISTA - An application of community discovery in academical social networks

Arslan, Enis, Akyokus, Selim, Ganiz, Murat Can

Year:

2013

Language:

english

File:

PDF, 634 KB

english, 2013

17

[IEEE 2011 International Symposium on Innovations in Intelligent Systems and Applications (INISTA) - Istanbul, Turkey (2011.06.15-2011.06.18)] 2011 International Symposium on Innovations in Intelligent Systems and Applications - Analysis of preprocessing methods on classification of Turkish texts

Torunoglu, Dilara, Cakirman, Erhan, Ganiz, Murat Can, Akyokus, Selim, Gurbuz, M. Zahid

Year:

2011

Language:

english

File:

PDF, 2.47 MB

english, 2011

18

[IEEE 2011 International Symposium on Innovations in Intelligent Systems and Applications (INISTA) - Istanbul, Turkey (2011.06.15-2011.06.18)] 2011 International Symposium on Innovations in Intelligent Systems and Applications - Intelligent focused crawler: Learning which links to crawl

Taylan, Duygu, Poyraz, Mitat, Akyokus, Selim, Ganiz, Murat Can

Year:

2011

Language:

english

File:

PDF, 2.05 MB

english, 2011

19

[IEEE 2012 IEEE 12th International Conference on Data Mining (ICDM) - Brussels, Belgium (2012.12.10-2012.12.13)] 2012 IEEE 12th International Conference on Data Mining - A Novel Semantic Smoothing Method Based on Higher Order Paths for Text Classification

Poyraz, Mitat, Kilimci, Zeynep Hilal, Ganiz, Murat Can

Year:

2012

Language:

english

File:

PDF, 302 KB

english, 2012

20

Word sense disambiguation using semantic kernels with class-based term values

ALTINEL, Berna, GANİZ, Murat Can, ŞİPAL, Bilge, ERKAYA, Erencan, YÜCEDAĞ, Onur Can, DOĞAN, Muhammed Ali

Journal:

TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES

Year:

2019

Language:

english

File:

PDF, 196 KB

english, 2019

21

Instance labeling in semi-supervised learning with meaning values of words

Altınel, Berna, Can Ganiz, Murat, Diri, Banu

Journal:

Engineering Applications of Artificial Intelligence

Year:

2017

Language:

english

File:

PDF, 1.22 MB

english, 2017

22

Higher-Order Smoothing: A Novel Semantic Smoothing Method for Text Classification

Poyraz, Mitat, Kilimci, Zeynep Hilal, Ganiz, Murat Can

Journal:

Journal of Computer Science and Technology

Year:

2014

Language:

english

File:

PDF, 496 KB

english, 2014

23

[IEEE 2015 International Symposium on Innovations in Intelligent SysTems and Applications (INISTA) - Madrid, Spain (2015.9.2-2015.9.4)] 2015 International Symposium on Innovations in Intelligent SysTems and Applications (INISTA) - Evaluation of classification models for language processing

Kilimci, Zeynep Hilal, Ganiz, Murat Can

Year:

2015

Language:

english

File:

PDF, 448 KB

english, 2015

24

Word sense disambiguation using semantic kernels with class-based term values

ALTINEL, Berna, GANİZ, Murat Can, ŞİPAL, Bilge, ERKAYA, Erencan, YÜCEDAĞ, Onur Can, DOĞAN, Muhammed Ali

Journal:

TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES

Year:

2019

File:

PDF, 196 KB

2019

25

[IEEE 2015 International Symposium on Innovations in Intelligent SysTems and Applications (INISTA) - Madrid, Spain (2015.9.2-2015.9.4)] 2015 International Symposium on Innovations in Intelligent SysTems and Applications (INISTA) - A novel classifier based on meaning for text classification

Ganiz, Murat Can, Tutkan, Melike, Akyokus, Selim

Year:

2015

Language:

english

File:

PDF, 522 KB

english, 2015

26

[IEEE 2017 International Conference on Computer Science and Engineering (UBMK) - Antalya, Turkey (2017.10.5-2017.10.8)] 2017 International Conference on Computer Science and Engineering (UBMK) - A machine learning approach to database failure prediction

Karakurt, Ismet, Ozer, Sertay, Ulusinan, Taner, Ganiz, Murat Can

Year:

2017

Language:

english

File:

PDF, 139 KB

english, 2017

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