Assoc. Prof. MURAT CAN GANİZ

Publication Network

Journal articles indexed in SCI, SSCI, and AHCI

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 , vol.27, no.4, pp.3180-3194, 2019 (SCI-Expanded)

Semantic text classification: A survey of past and recent advances

Altinel B., GANİZ M. C.

INFORMATION PROCESSING & MANAGEMENT , vol.54, no.6, pp.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 , vol.62, pp.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 , vol.108, pp.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 , vol.52, no.5, pp.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 , vol.29, no.3, pp.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 , vol.43, no.4, pp.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 , vol.23, no.7, pp.1022-1034, 2011 (SCI-Expanded)

Articles Published in Other Journals

TFPsocialmedia: a public dataset for studying Turkish foreign policy

MEHMETCİK H., GANİZ M. C., KÖLÜK M., YÜKSEL G., Müslim Y., İnce M. M., et al.

Discover Data , vol.2, no.2, 2024 (Peer-Reviewed Journal)

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 , vol.8, no.4, pp.214-220, 2020 (Scopus)

Papers Presented at Peer-Reviewed Scientific Conferences

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, France, 27 - 30 May 2022, vol.294, pp.866-867, (Full Text)

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, France, 8 - 12 August 2022, (Full Text)

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, France, 8 - 12 August 2022, (Full Text)

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, France, 8 - 12 August 2022, (Full Text) Sustainable Development

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, Turkey, 14 - 16 September 2022, pp.198-203, (Full Text) Sustainable Development

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, Turkey, 15 September - 17 November 2021, pp.763-768, (Full Text)

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, Turkey, 25 August 2021, pp.1-6, (Full Text)

Log and Execution Trace Analytics System

Abbasli N., GANİZ M. C.

2021 International Conference on INnovations in Intelligent SysTems and Applications (INISTA), Kocaeli, Turkey, 25 August 2021, pp.1-7, (Full Text)

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, Turkey, 23 - 25 July 2019, vol.1029, pp.346-353, (Full Text)

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), Austria, 13 - 14 May 2019, pp.29-35, (Full Text)

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 July 2019, pp.1-6, (Full Text)

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, Bulgaria, 3 - 05 July 2019, (Full Text)

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, United Kingdom, 26 - 28 June 2019, pp.393-401, (Full Text)

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, Bosnia And Herzegovina, 20 - 23 September 2018, pp.477-482, (Full Text)

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, Italy, 25 - 29 June 2017, pp.47-51, (Full Text)

Machine Learning Based Electricity Demand Forecasting

Camurdan Z., GANİZ M. C.

2017 International Conference on Computer Science and Engineering (UBMK), Antalya, Turkey, 5 - 08 October 2017, pp.412-417, (Full Text)

Preprocessing Framework for Twitter Bot Detection

Kantepe M., GANİZ M. C.

2017 International Conference on Computer Science and Engineering (UBMK), Antalya, Turkey, 5 - 08 October 2017, pp.630-634, (Full Text) Sustainable Development

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, Turkey, 5 - 08 October 2017, pp.1030-1035, (Full Text) Sustainable Development

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, Belgium, 21 - 23 June 2017, vol.10260, pp.254-259, (Full Text)

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, Hungary, 9 - 12 October 2016, pp.2242-2247, (Full Text)

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, Spain, 2 - 04 September 2015, pp.462-466, (Full Text)

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, Spain, 2 - 04 September 2015, pp.454-461, (Full Text)

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), Turkey, 27 - 29 November 2014, (Full Text)

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), Turkey, 9 - 10 October 2014, (Full Text)

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, Italy, 23 - 25 June 2014, pp.431-436, (Full Text)

A Simple Semantic Kernel Approach for SVM using Higher Order Paths

ALTINEL A. B., GANİZ M. C., DİRİ B.

INISTA 2014, 23 - 25 June 2014, pp.431-435, (Full Text)

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 June 2014, vol.8467, pp.505-517, (Full Text)

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 November 2013, pp.216-219, (Full Text)

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, Turkey, 7 - 09 November 2013, pp.216-219, (Full Text)

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), Bulgaria, 19 - 21 June 2013, (Full Text)

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), Bulgaria, 19 - 21 June 2013, (Full Text)

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), Bulgaria, 19 - 21 June 2013, (Full Text)

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 July 2012, (Full Text)

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, Belgium, 10 - 13 December 2012, pp.615-624, (Full Text)

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 November 2012, vol.7663, pp.551-559, (Full Text)

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 June 2011, (Full Text)

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 June 2011, (Full Text)

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 June 2011, (Full Text)

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 June 2011, (Full Text)

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, Slovenia, 7 - 11 September 2009, vol.5781, pp.375-377, (Full Text)

Mining Higher Order Association Rules from Distributed Named Entity Databases

Li S., Janneck C., Belapurkar A., GANİZ M. C., Yang X., Dilsizian M., et al.

IEEE Intelligence and Security Informatics (ISI 2007), 23 - 25 May 2007, (Full Text)

Link Analysis of Higher Order Paths in Supervised Learning Datasets

GANİZ M. C., Yang X., Pottenger W. M.

In Proceedings of the Workshop on Link Analysis, Counterterrorism and Security, 2006 SIAM Conference on Data Mining, 01 April 2006, (Full Text)

Detection of interdomain routing anomalies based on higher-order path analysis

Ganiz M. C., Kanitkar S., Chuah M. C., Pottenger W. M.

6th IEEE International Conference on Data Mining, Hong Kong, PEOPLES R CHINA, 18 - 22 December 2006, pp.874-879, (Full Text)

Metrics

Publication

Citation (WoS)

266

H-Index (WoS)

Citation (Scopus)

532

H-Index (Scopus)

Citation (Scholar)

316

H-Index (Scholar)

Citiation (TrDizin)

H-Index (TrDizin)

Citiation (Sum Other)

Project

Intellectual Property

Thesis Advisory

Open Access

UN Sustainable Development Goals

Publications & Works

Publication

Citation (WoS)

H-Index (WoS)

Citation (Scopus)

H-Index (Scopus)

Citation (Scholar)

H-Index (Scholar)

Citiation (TrDizin)

H-Index (TrDizin)

Citiation (Sum Other)

Project

Intellectual Property

Thesis Advisory

Open Access