Murat Can Ganiz

Publication Activity (10 Years)

Years Active: 2006-2022
Publications (10 Years): 15

Top Topics

Language Processing

Semantic Smoothing

Machine Learning

Sense Disambiguation

Top Venues

Inf. Process. Manag.

Eng. Appl. Artif. Intell.

Publications

Muhlis Sariyer, Ahmet Akil, Feyza Nur Bulgurcu, Fatih Emin Öge, Murat Can Ganiz
Individual Stock Price Prediction by Using KAP and Twitter Sentiments with Machine Learning for BIST30. INISTA (2022)
Aydin Gerek, Cüneyt Ferahlar, Bilge Sipal Sert, Mehmet Can Yüney, Onur Tasdemir, Zeynep Billur Kalafat, Mert Kelkit, Murat Can Ganiz
Hyperbolic Centroid Calculations for Text Classification. CoRR (2022)
Giyaseddin Bayrak, Muhammed Sakir Toprak, Murat Can Ganiz, Halife Kodaz, Ural Koç
Deep Learning-Based Brain Hemorrhage Detection in CT Reports. MIE (2022)
Özgür Ugur, Ali Atilla Arisoy, Murat Can Ganiz, Berkay Bolac
Descriptive and Prescriptive Analysis of Construction Site Incidents Using Decision Tree Classification and Association Rule Mining. INISTA (2021)
Nazrin Abbasli, Murat Can Ganiz
Log and Execution Trace Analytics System. INISTA (2021)
Gökhan Kocaman, Bilge Sipal, Aydin Gerek, Berna Altinel, Murat Can Ganiz
Diffused Label Propagation based Transductive Classification Algorithm for Word Sense Disambiguation. INISTA (2019)
Selin Degirmenci, Aydin Gerek, Murat Can Ganiz
Waste Not: Meta-Embedding of Word and Context Vectors. NLDB (2019)
Aydin Gerek, Mehmet Can Yüney, Erencan Erkaya, Murat Can Ganiz
Effects of Positivization on the Paragraph Vector Model. INISTA (2019)
Berna Altinel, Murat Can Ganiz, Bilge Sipal, Erencan Erkaya, Onur Can Yücedag, Muhammed Ali Dogan
Word sense disambiguation using semantic kernels with class-based term values. Turkish J. Electr. Eng. Comput. Sci. 27 (4) (2019)
Berna Altinel, Murat Can Ganiz
Semantic text classification: A survey of past and recent advances. Inf. Process. Manag. 54 (6) (2018)
Mete Taspinar, Murat Can Ganiz, Tankut Acarman
A Feature Based Simple Machine Learning Approach with Word Embeddings to Named Entity Recognition on Tweets. NLDB (2017)
Berna Altinel, Murat Can Ganiz, Banu Diri
Instance labeling in semi-supervised learning with meaning values of words. Eng. Appl. Artif. Intell. 62 (2017)
Melike Tutkan, Murat Can Ganiz, Selim Akyokus
Helmholtz principle based supervised and unsupervised feature selection methods for text mining. Inf. Process. Manag. 52 (5) (2016)
Murat Can Ganiz
Semi-supervised learning using higher-order co-occurrence paths to overcome the complexity of data representation. SMC (2016)
Berna Altinel, Murat Can Ganiz
A new hybrid semi-supervised algorithm for text classification with class-based semantics. Knowl. Based Syst. 108 (2016)
Murat Can Ganiz, Melike Tutkan, Selim Akyokus
A novel classifier based on meaning for text classification. INISTA (2015)
Zeynep Hilal Kilimci, Murat Can Ganiz
Evaluation of classification models for language processing. INISTA (2015)
Berna Altinel, Murat Can Ganiz, Banu Diri
A corpus-based semantic kernel for text classification by using meaning values of terms. Eng. Appl. Artif. Intell. 43 (2015)
Berna Altinel, Banu Diri, Murat Can Ganiz
A novel semantic smoothing kernel for text classification with class-based weighting. Knowl. Based Syst. 89 (2015)
Berna Altinel, Murat Can Ganiz, Banu Diri
A simple semantic kernel approach for SVM using higher-order paths. INISTA (2014)
Mitat Poyraz, Zeynep Hilal Kilimci, Murat Can Ganiz
Higher-Order Smoothing: A Novel Semantic Smoothing Method for Text Classification. J. Comput. Sci. Technol. 29 (3) (2014)
Metin Turan, Coskun Sönmez, Murat Can Ganiz
The Benchmark of Paragraph and Sentence Extraction Summaries on Outlier Document Filtering Applied Multi-Document Summarizer. Inf. Technol. Control. 43 (4) (2014)
Berna Altinel, Murat Can Ganiz, Banu Diri
A Semantic Kernel for Text Classification Based on Iterative Higher-Order Relations between Words and Documents. ICAISC (1) (2014)
Zekeriya Uykan, Murat Can Ganiz, Çagla Sahinli
Discrete-Time Hopfield Neural Network Based Text Clustering Algorithm. ICONIP (1) (2012)
Mitat Poyraz, Zeynep Hilal Kilimci, Murat Can Ganiz
A Novel Semantic Smoothing Method Based on Higher Order Paths for Text Classification. ICDM (2012)
Murat Can Ganiz, Cibin George, William M. Pottenger
Higher Order Naïve Bayes: A Novel Non-IID Approach to Text Classification. IEEE Trans. Knowl. Data Eng. 23 (7) (2011)
Murat Can Ganiz, Nikita I. Lytkin, William M. Pottenger
Leveraging Higher Order Dependencies between Features for Text Classification. ECML/PKDD (1) (2009)
Shenzhi Li, Christopher D. Janneck, Aditya P. Belapurkar, Murat Can Ganiz, Xiaoning Yang, Mark Dilsizian, Tianhao Wu, John M. Bright, William M. Pottenger
Mining Higher-Order Association Rules from Distributed Named Entity Databases. ISI (2007)
Murat Can Ganiz, Sudhan Kanitkar, Mooi Choo Chuah, William M. Pottenger
Detection of Interdomain Routing Anomalies Based on Higher-Order Path Analysis. ICDM (2006)