Semantic text classification: A survey of past and recent advances B Altınel, MC Ganiz Information Processing & Management 54 (6), 1129-1153, 2018 | 214 | 2018 |
Analysis of preprocessing methods on classification of Turkish texts D Torunoğlu, E Çakirman, MC Ganiz, S Akyokuş, MZ Gürbüz 2011 International Symposium on Innovations in Intelligent Systems and …, 2011 | 103 | 2011 |
A corpus-based semantic kernel for text classification by using meaning values of terms B Altınel, MC Ganiz, B Diri Engineering Applications of Artificial Intelligence 43, 54-66, 2015 | 92 | 2015 |
Higher Order Naive Bayes: A Novel Non-IID Approach to Text Classification M Ganiz, C George, W Pottenger Knowledge and Data Engineering, IEEE Transactions on 23 (7), 1022 - 1034, 2011 | 66 | 2011 |
Recent advances in literature based discovery MC Ganiz, WM Pottenger, CD Janneck Journal of the American Society for Information Science and Technology …, 2005 | 62 | 2005 |
Preprocessing framework for Twitter bot detection M Kantepe, MC Ganiz 2017 International conference on computer science and engineering (ubmk …, 2017 | 60 | 2017 |
An anomaly detection framework for BGP IO de Urbina Cazenave, E Köşlük, MC Ganiz 2011 International Symposium on Innovations in Intelligent Systems and …, 2011 | 53 | 2011 |
A new hybrid semi-supervised algorithm for text classification with class-based semantics B Altınel, MC Ganiz Knowledge-Based Systems 108, 50-64, 2016 | 52 | 2016 |
Helmholtz principle based supervised and unsupervised feature selection methods for text mining M Tutkan, MC Ganiz, S Akyokuş Information Processing & Management 52 (5), 885-910, 2016 | 51 | 2016 |
Detection of interdomain routing anomalies based on higher-order path analysis MC Ganiz, S Kanitkar, MC Chuah, WM Pottenger Sixth International Conference on Data Mining (ICDM'06), 874-879, 2006 | 37 | 2006 |
Intelligent focused crawler: Learning which links to crawl D Taylan, M Poyraz, S Akyokuş, MC Ganiz 2011 International Symposium on Innovations in Intelligent Systems and …, 2011 | 33 | 2011 |
Leveraging higher order dependencies between features for text classification MC Ganiz, NI Lytkin, WM Pottenger Machine Learning and Knowledge Discovery in Databases: European Conference …, 2009 | 32 | 2009 |
A novel semantic smoothing kernel for text classification with class-based weighting B Altınel, B Diri, MC Ganiz Knowledge-Based Systems 89, 265-277, 2015 | 28 | 2015 |
Wikipedia based semantic smoothing for twitter sentiment classification D Torunoğlu, G Telseren, Ö Sağtürk, MC Ganiz 2013 IEEE INISTA, 1-5, 2013 | 28 | 2013 |
Evaluation of classification models for language processing ZH Kilimci, MC Ganiz 2015 International Symposium on Innovations in Intelligent SysTems and …, 2015 | 24 | 2015 |
Higher-order smoothing: a novel semantic smoothing method for text classification M Poyraz, ZH Kilimci, MC Ganiz Journal of Computer Science and Technology 29, 376-391, 2014 | 24 | 2014 |
A semantic kernel for text classification based on iterative higher–order relations between words and documents B Altinel, MC Ganiz, B Diri Artificial Intelligence and Soft Computing: 13th International Conference …, 2014 | 18 | 2014 |
Link analysis of higher-order paths in supervised learning datasets MC Ganiz, WM Pottenger, X Yang the Proceedings of the Workshop on Link Analysis, Counterterrorism and …, 2006 | 18 | 2006 |
Machine learning based electricity demand forecasting Z Camurdan, MC Ganiz 2017 International Conference on Computer Science and Engineering (UBMK …, 2017 | 15 | 2017 |
A simple semantic kernel approach for SVM using higher-order paths B Altinel, MC Ganiz, B Diri 2014 IEEE International Symposium on Innovations in Intelligent Systems and …, 2014 | 15 | 2014 |