Banu Diri

Orcid: 0000-0002-4052-0049

According to our database1, Banu Diri authored at least 75 papers between 1999 and 2022.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2022
Special issue: Innovations in Intelligent Systems and Applications.
J. Inf. Telecommun., 2022

The Impact of n-stage Latent Dirichlet Allocation on Analysis of Headline Classification.
Comput. Sci., 2022

2021
n-stage Latent Dirichlet Allocation: A Novel Approach for LDA.
CoRR, 2021

Evaluation of Non-Negative Matrix Factorization and n-stage Latent Dirichlet Allocation for Emotion Analysis in Turkish Tweets.
CoRR, 2021

The Effect of Transfer Learning on Turkish Text Classification.
Proceedings of the 29th Signal Processing and Communications Applications Conference, 2021

2020
Open Source Software Development Challenges: A Systematic Literature Review on GitHub.
Int. J. Open Source Softw. Process., 2020

New developer metrics: Are comments as crucial as code contributions?
CoRR, 2020

Summarising Big Data: Common GitHub Dataset for Software Engineering Challenges.
CoRR, 2020

Deep Neural Network Based Phishing Classification on a High-Risk URL Dataset.
Proceedings of the 12th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2020), 2020

MBTI Personality Prediction With Machine Learning.
Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

Irony Detection with Deep Learning in Turkish Microblogs.
Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

Real-Time Content-Based Cyber Threat Detection with Machine Learning.
Proceedings of the Intelligent Systems Design and Applications, 2020

Detection of Phishing Websites by Using Machine Learning-Based URL Analysis.
Proceedings of the 11th International Conference on Computing, 2020

2019
A Probabilistic Multi-Objective Artificial Bee Colony Algorithm for Gene Selection.
J. Univers. Comput. Sci., 2019

Machine learning based phishing detection from URLs.
Expert Syst. Appl., 2019

Robust Feature Selection With LSTM Recurrent Neural Networks for Artificial Immune Recognition System.
IEEE Access, 2019

2017
Turkish synonym identification from multiple resources: monolingual corpus, mono/bilingual online dictionaries, and WordNet.
Turkish J. Electr. Eng. Comput. Sci., 2017

Instance labeling in semi-supervised learning with meaning values of words.
Eng. Appl. Artif. Intell., 2017

DNA sequence compression within traditional text compression algorithms.
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

Investigation of association estimators in network inference algorithms on breast cancer proteomic data.
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

The inference of gene co-expression networks of breast and colon cancer using miRNA-target gene interactions data.
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

NLP Based Phishing Attack Detection from URLs.
Proceedings of the Intelligent Systems Design and Applications, 2017

A combinatorial approach to construct core and generic gene co-expression networks of colon cancer.
Proceedings of the IEEE International Conference on INnovations in Intelligent SysTems and Applications, 2017

2016
Acquisition of Turkish meronym based on classification of patterns.
Pattern Anal. Appl., 2016

Defect prediction for Cascading Style Sheets.
Appl. Soft Comput., 2016

Document classification using ontology graph.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

A hybrid method for extracting Turkish part-whole relation pairs from corpus.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Turkish TV rating prediction with Twitter.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

A comparative study on binary Artificial Bee Colony optimization methods for feature selection.
Proceedings of the International Symposium on INnovations in Intelligent SysTems and Applications, 2016

An overview of studies about students' performance analysis and learning analytics in MOOCs.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015
A novel semantic smoothing kernel for text classification with class-based weighting.
Knowl. Based Syst., 2015

Am I typing fresh tweets: Detecting up-to-dateness and worth of categorical information in microblogs.
Expert Syst. Appl., 2015

A corpus-based semantic kernel for text classification by using meaning values of terms.
Eng. Appl. Artif. Intell., 2015

Pattern and semantic similarity based automatic extraction of hyponym-hypernym relation from Turkish corpus.
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

moBraille: Mobile framework for visually impaired users.
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

Correction of Turkish characters with a web-based semantic method.
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

Automatic linking of wikipedia pages by their semantic similarity.
Proceedings of the International Symposium on Innovations in Intelligent SysTems and Applications, 2015

Predicting Defect Prone Modules in Web Applications.
Proceedings of the Information and Software Technologies - 21st International Conference, 2015

2014
Yazılım Hata Tahmininin Web Uygulamalarında Kullanılabilirliği.
Proceedings of the 8th Turkish National Software Engineering Symposium, 2014

An Integrated Approach to Automatic Synonym Detection in Turkish Corpus.
Proceedings of the Advances in Natural Language Processing, 2014

Sentiment analysis on Twitter.
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

Sentence selection methods for text summarization.
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

Semantic relation extraction by Conditional Random Fields from Turkish Wikipedia pages.
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

A cross-corpus experiment in speech emotion recognition.
Proceedings of the 2nd International Workshop on Speech, Language and Audio in Multimedia, 2014

Question identification on Turkish tweets.
Proceedings of the 2014 IEEE International Symposium on Innovations in Intelligent Systems and Applications, 2014

A simple semantic kernel approach for SVM using higher-order paths.
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.
Proceedings of the Artificial Intelligence and Soft Computing, 2014

2013
Emotion recognition from the human voice.
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

Determination of TV programme ratings by twitter.
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

Search result clustering studies in Turkish.
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

Identifying questions on Turkish tweets.
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

A Study on Turkish Meronym Extraction Using a Variety of Lexico-Syntactic Patterns.
Proceedings of the Human Language Technology. Challenges for Computer Science and Linguistics, 2013

Extraction of Part-Whole Relations from Turkish Corpora.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2013

2012
Author recognition by Abstract Feature Extraction.
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

Geographically showing given incident information.
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

Classification of microblogging users.
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

Content Mining of Microblogs.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2012

2011
Practical development of an Eclipse-based software fault prediction tool using Naive Bayes algorithm.
Expert Syst. Appl., 2011

2010
TimeML and Turkish Temporal Logic.
Proceedings of the 2010 International Conference on Artificial Intelligence, 2010

2009
Investigating the effect of dataset size, metrics sets, and feature selection techniques on software fault prediction problem.
Inf. Sci., 2009

A systematic review of software fault prediction studies.
Expert Syst. Appl., 2009

Unlabelled extra data do not always mean extra performance for semi-supervised fault prediction.
Expert Syst. J. Knowl. Eng., 2009

ManagemOnt: A Semantic Approach to Software Engineering Management Process.
Proceedings of the Metadata and Semantic Research - Third International Conference, 2009

Clustering and Metrics Thresholds Based Software Fault Prediction of Unlabeled Program Modules.
Proceedings of the Sixth International Conference on Information Technology: New Generations, 2009

Impact of a New Attribute Extraction Algorithm on Web Page Classification.
Proceedings of The 2009 International Conference on Data Mining, 2009

2008
Visualization and analysis of classifiers performance in multi-class medical data.
Expert Syst. Appl., 2008

A Conceptual Framework to Integrate Fault Prediction Sub-Process for Software Product Lines.
Proceedings of the Second IEEE/IFIP International Symposium on Theoretical Aspects of Software Engineering, 2008

A Fault Prediction Model with Limited Fault Data to Improve Test Process.
Proceedings of the Product-Focused Software Process Improvement, 2008

2007
Software Fault Prediction with Object-Oriented Metrics Based Artificial Immune Recognition System.
Proceedings of the Product-Focused Software Process Improvement, 2007

Software Process Ontology.
Proceedings of the International MultiConference of Engineers and Computer Scientists 2007, 2007

Author Attribution of Turkish Texts by Feature Mining.
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Theoretical and Methodological Issues, 2007

An Artificial Immune System Approach for Fault Prediction in Object-Oriented Software.
Proceedings of the 2007 International Conference on Dependability of Computer Systems (DepCoS-RELCOMEX 2007), 2007

2006
Automatic Turkish Text Categorization in Terms of Author, Genre and Gender.
Proceedings of the Natural Language Processing and Information Systems, 2006

Color Image Compression using Self Organizing Feature Map.
Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, 2006

1999
Türkçe\'nin biçimbilim yapısına dayalı bir metin sıkıştırma sistemi (A document compression system based on the morphology of the Turkish language)
PhD thesis, 1999


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