Murat Can Ganiz

According to our database, Murat Can Ganiz authored at least 31 papers between 2006 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2022

Hyperbolic Centroid Calculations for Text Classification.

Aydin Gerek, Cüneyt Ferahlar, Bilge Sipal Sert, Mehmet Can Yüney, Onur Tasdemir, Zeynep Billur Kalafat, Mert Kelkit, Murat Can Ganiz

CoRR, 2022

Deep Learning-Based Brain Hemorrhage Detection in CT Reports.

Giyaseddin Bayrak, Muhammed Sakir Toprak, Murat Can Ganiz, Halife Kodaz, Ural Koç

Proceedings of the Challenges of Trustable AI and Added-Value on Health, 2022

Individual Stock Price Prediction by Using KAP and Twitter Sentiments with Machine Learning for BIST30.

Muhlis Sariyer, Ahmet Akil, Feyza Nur Bulgurcu, Fatih Emin Öge, Murat Can Ganiz

Proceedings of the International Conference on INnovations in Intelligent SysTems and Applications, 2022

Biomedical Named Entity Recognition Using Transformers with biLSTM + CRF and Graph Convolutional Neural Networks.

Gökberk Çelkmasat, Muhammed Enes Aktürk, Yunus Emre Ertunç, Abdul Majeed Issifu, Murat Can Ganiz

Proceedings of the International Conference on INnovations in Intelligent SysTems and Applications, 2022

Traditional Machine Learning and Deep Learning-based Text Classification for Turkish Law Documents using Transformers and Domain Adaptation.

Onur Akça, Giyaseddin Bayrak, Abdul Majeed Issifu, Murat Can Ganiz

Proceedings of the International Conference on INnovations in Intelligent SysTems and Applications, 2022

2021

Descriptive and Prescriptive Analysis of Construction Site Incidents Using Decision Tree Classification and Association Rule Mining.

Özgür Ugur, Ali Atilla Arisoy, Murat Can Ganiz, Berkay Bolac

Proceedings of the International Conference on INnovations in Intelligent SysTems and Applications, 2021

Log and Execution Trace Analytics System.

Nazrin Abbasli, Murat Can Ganiz

Proceedings of the International Conference on INnovations in Intelligent SysTems and Applications, 2021

2019

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

Berna Altinel, Murat Can Ganiz, Bilge Sipal, Erencan Erkaya, Onur Can Yücedag, Muhammed Ali Dogan

Turkish J. Electr. Eng. Comput. Sci., 2019

Waste Not: Meta-Embedding of Word and Context Vectors.

Selin Degirmenci, Aydin Gerek, Murat Can Ganiz

Proceedings of the Natural Language Processing and Information Systems, 2019

Diffused Label Propagation based Transductive Classification Algorithm for Word Sense Disambiguation.

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

Proceedings of the IEEE International Symposium on INnovations in Intelligent SysTems and Applications, 2019

Effects of Positivization on the Paragraph Vector Model.

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

Proceedings of the IEEE International Symposium on INnovations in Intelligent SysTems and Applications, 2019

2018

Semantic text classification: A survey of past and recent advances.

Berna Altinel, Murat Can Ganiz

Inf. Process. Manag., 2018

2017

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

Berna Altinel, Murat Can Ganiz, Banu Diri

Eng. Appl. Artif. Intell., 2017

A Feature Based Simple Machine Learning Approach with Word Embeddings to Named Entity Recognition on Tweets.

Mete Taspinar, Murat Can Ganiz, Tankut Acarman

Proceedings of the Natural Language Processing and Information Systems, 2017

2016

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

Berna Altinel, Murat Can Ganiz

Knowl. Based Syst., 2016

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

Melike Tutkan, Murat Can Ganiz, Selim Akyokus

Inf. Process. Manag., 2016

Semi-supervised learning using higher-order co-occurrence paths to overcome the complexity of data representation.

Murat Can Ganiz

Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

2015

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

Berna Altinel, Banu Diri, Murat Can Ganiz

Knowl. Based Syst., 2015

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

Berna Altinel, Murat Can Ganiz, Banu Diri

Eng. Appl. Artif. Intell., 2015

Evaluation of classification models for language processing.

Zeynep Hilal Kilimci, Murat Can Ganiz

Proceedings of the International Symposium on Innovations in Intelligent SysTems and Applications, 2015

A novel classifier based on meaning for text classification.

Murat Can Ganiz, Melike Tutkan, Selim Akyokus

Proceedings of the International Symposium on Innovations in Intelligent SysTems and Applications, 2015

2014

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

Mitat Poyraz, Zeynep Hilal Kilimci, Murat Can Ganiz

J. Comput. Sci. Technol., 2014

The Benchmark of Paragraph and Sentence Extraction Summaries on Outlier Document Filtering Applied Multi-Document Summarizer.

Metin Turan, Coskun Sönmez, Murat Can Ganiz

Inf. Technol. Control., 2014

A simple semantic kernel approach for SVM using higher-order paths.

Berna Altinel, Murat Can Ganiz, Banu Diri

Proceedings of the 2014 IEEE International Symposium on Innovations in Intelligent Systems and Applications, 2014

A Semantic Kernel for Text Classification Based on Iterative Higher-Order Relations between Words and Documents.

Berna Altinel, Murat Can Ganiz, Banu Diri

Proceedings of the Artificial Intelligence and Soft Computing, 2014

2012

Discrete-Time Hopfield Neural Network Based Text Clustering Algorithm.

Zekeriya Uykan, Murat Can Ganiz, Çagla Sahinli

Proceedings of the Neural Information Processing - 19th International Conference, 2012

A Novel Semantic Smoothing Method Based on Higher Order Paths for Text Classification.

Mitat Poyraz, Zeynep Hilal Kilimci, Murat Can Ganiz

Proceedings of the 12th IEEE International Conference on Data Mining, 2012

2011

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

Murat Can Ganiz, Cibin George, William M. Pottenger

IEEE Trans. Knowl. Data Eng., 2011

2009

Leveraging Higher Order Dependencies between Features for Text Classification.

Murat Can Ganiz, Nikita I. Lytkin, William M. Pottenger

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2009

2007

Mining Higher-Order Association Rules from Distributed Named Entity Databases.

Shenzhi Li, Christopher D. Janneck, Aditya P. Belapurkar, Murat Can Ganiz, Xiaoning Yang, Mark Dilsizian, Tianhao Wu, John M. Bright, William M. Pottenger

Proceedings of the IEEE International Conference on Intelligence and Security Informatics, 2007

2006

Detection of Interdomain Routing Anomalies Based on Higher-Order Path Analysis.

Murat Can Ganiz, Sudhan Kanitkar, Mooi Choo Chuah, William M. Pottenger

Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006