Banu Diri

According to our database, Banu Diri authored at least 80 papers between 1999 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Fine-grained Named Entity Recognition for Turkish.

Lola Khudoyberdieva, Banu Diri

Proceedings of the 32nd Signal Processing and Communications Applications Conference, 2024

Sentiment Relation Detection between Main Characters in Turkish Stories.

Samir Ganbarli, Banu Diri

Proceedings of the 32nd Signal Processing and Communications Applications Conference, 2024

Alzheimer's Disease Detection and Dataset Creation from Spontaneous Speech.

Ediz Akarsu, Zahra Huseynliz, Basar Bilgiç, Banu Diri

Proceedings of the 32nd Signal Processing and Communications Applications Conference, 2024

LLM Prompting Versus Fine-Tuning PLMs: A Comparative Study on Keyword Generation from Customer Feedback.

Aleyna Er, Banu Diri, Meltem Turhan Yöndem

Proceedings of the Artificial Intelligence Applications and Innovations, 2024

2023

Transferemble: a classification method for the detection of fake satellite images created with deep convolutional generative adversarial network.

Selim Sürücü, Banu Diri

J. Electronic Imaging, 2023

2022

Special issue: Innovations in Intelligent Systems and Applications.

Petia D. Koprinkova-Hristova, Mirjana Ivanovic, Banu Diri

J. Inf. Telecommun., 2022

The Impact of n-stage Latent Dirichlet Allocation on Analysis of Headline Classification.

Zekeriya Anil Guven, Banu Diri, Tolgahan Cakaloglu

Comput. Sci., 2022

2021

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

Zekeriya Anil Guven, Banu Diri, Tolgahan Cakaloglu

CoRR, 2021

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

Zekeriya Anil Guven, Banu Diri, Tolgahan Cakaloglu

CoRR, 2021

The Effect of Transfer Learning on Turkish Text Classification.

Gürkan Sahin, Banu Diri

Proceedings of the 29th Signal Processing and Communications Applications Conference, 2021

2020

Open Source Software Development Challenges: A Systematic Literature Review on GitHub.

Abdulkadir Seker, Banu Diri, Halil Arslan, Mehmet Fatih Amasyali

Int. J. Open Source Softw. Process., 2020

New developer metrics: Are comments as crucial as code contributions?

Abdulkadir Seker, Banu Diri, Halil Arslan

CoRR, 2020

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

Abdulkadir Seker, Banu Diri, Halil Arslan

CoRR, 2020

Deep Neural Network Based Phishing Classification on a High-Risk URL Dataset.

Mehmet Korkmaz, Emre Kocyigit, Ozgur Koray Sahingoz, Banu Diri

Proceedings of the 12th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2020), 2020

MBTI Personality Prediction With Machine Learning.

Kaan Sönmezöz, Özgür Ugur, Banu Diri

Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

Irony Detection with Deep Learning in Turkish Microblogs.

Ahmet Karabas, Banu Diri

Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

Real-Time Content-Based Cyber Threat Detection with Machine Learning.

Emre Kocyigit, Mehmet Korkmaz, Ozgur Koray Sahingoz, Banu Diri

Proceedings of the Intelligent Systems Design and Applications, 2020

Detection of Phishing Websites by Using Machine Learning-Based URL Analysis.

Mehmet Korkmaz, Ozgur Koray Sahingoz, Banu Diri

Proceedings of the 11th International Conference on Computing, 2020

2019

A Probabilistic Multi-Objective Artificial Bee Colony Algorithm for Gene Selection.

Zeynep Banu Ozger, Bülent Bolat, Banu Diri

J. Univers. Comput. Sci., 2019

Machine learning based phishing detection from URLs.

Ozgur Koray Sahingoz, Ebubekir Buber, Önder Demir, Banu Diri

Expert Syst. Appl., 2019

Robust Feature Selection With LSTM Recurrent Neural Networks for Artificial Immune Recognition System.

Canan Batur Sahin, Banu Diri

IEEE Access, 2019

2017

Turkish synonym identification from multiple resources: monolingual corpus, mono/bilingual online dictionaries, and WordNet.

Tugba Yildiz, Banu Diri, Savas Yildirim

Turkish J. Electr. Eng. Comput. Sci., 2017

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

Berna Altinel, Murat Can Ganiz, Banu Diri

Eng. Appl. Artif. Intell., 2017

DNA sequence compression within traditional text compression algorithms.

Abdulkadir Seker, Emre Delibas, Banu Diri

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

Investigation of association estimators in network inference algorithms on breast cancer proteomic data.

Cihat Erdogan, Zeyneb Kurt, Banu Diri

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.

Mustafa Özgür Cingiz, Banu Diri

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

NLP Based Phishing Attack Detection from URLs.

Ebubekir Buber, Banu Diri, Ozgur Koray Sahingoz

Proceedings of the Intelligent Systems Design and Applications, 2017

A combinatorial approach to construct core and generic gene co-expression networks of colon cancer.

Mustafa Özgür Cingiz, Göksel Biricik, Banu Diri

Proceedings of the IEEE International Conference on INnovations in Intelligent SysTems and Applications, 2017

2016

Acquisition of Turkish meronym based on classification of patterns.

Tugba Yildiz, Banu Diri, Savas Yildirim

Pattern Anal. Appl., 2016

Defect prediction for Cascading Style Sheets.

Mehmet Serdar Biçer, Banu Diri

Appl. Soft Comput., 2016

Document classification using ontology graph.

Abdullah Tellioglu, Faruk Rahmet, Banu Diri

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

A hybrid method for extracting Turkish part-whole relation pairs from corpus.

Gurkan Sahin, Banu Diri, Tugba Yildiz

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Turkish TV rating prediction with Twitter.

Cenk Akarsu, Banu Diri

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

A comparative study on binary Artificial Bee Colony optimization methods for feature selection.

Zeynep Banu Ozger, Bülent Bolat, Banu Diri

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.

Ismail Duru, Gulustan Dogan, Banu Diri

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.

Berna Altinel, Banu Diri, Murat Can Ganiz

Knowl. Based Syst., 2015

Am I typing fresh tweets: Detecting up-to-dateness and worth of categorical information in microblogs.

Mustafa Özgür Cingiz, Banu Diri, Göksel Biricik

Expert Syst. Appl., 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

Pattern and semantic similarity based automatic extraction of hyponym-hypernym relation from Turkish corpus.

Gurkan Sahin, Banu Diri, Tugba Yildiz

Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

moBraille: Mobile framework for visually impaired users.

Hakan Kalmac, Banu Diri

Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

Correction of Turkish characters with a web-based semantic method.

Furkan Cakmak, Banu Diri

Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

Automatic linking of wikipedia pages by their semantic similarity.

F. Yesjm Ikikat, Behire Gurhan, Banu Diri

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

Predicting Defect Prone Modules in Web Applications.

Mehmet Serdar Biçer, Banu Diri

Proceedings of the Information and Software Technologies - 21st International Conference, 2015

2014

Yazılım Hata Tahmininin Web Uygulamalarında Kullanılabilirliği.

Serdar Biçer, Banu Diri

Proceedings of the 8th Turkish National Software Engineering Symposium, 2014

An Integrated Approach to Automatic Synonym Detection in Turkish Corpus.

Tugba Yildiz, Savas Yildirim, Banu Diri

Proceedings of the Advances in Natural Language Processing, 2014

Sentiment analysis on Twitter.

Meric Meral, Banu Diri

Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

Sentence selection methods for text summarization.

Aysun Guran, Sumeyra Nur Arslan, Esma Kilic, Banu Diri

Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

Semantic relation extraction by Conditional Random Fields from Turkish Wikipedia pages.

Canari Girgin, Banu Diri

Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

A cross-corpus experiment in speech emotion recognition.

Cevahir Parlak, Banu Diri, Fikret Gürgen

Proceedings of the 2nd International Workshop on Speech, Language and Audio in Multimedia, 2014

Question identification on Turkish tweets.

Zeynep Banu Ozger, Banu Diri, Canan Girgin

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.

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

2013

Emotion recognition from the human voice.

Cevahir Parlak, Banu Diri

Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

Determination of TV programme ratings by twitter.

Dilek Kayahan, Asli Sergin, Banu Diri

Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

Search result clustering studies in Turkish.

Burak Dural, Banu Diri

Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

Identifying questions on Turkish tweets.

Celal Cengiz, Banu Diri

Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

A Study on Turkish Meronym Extraction Using a Variety of Lexico-Syntactic Patterns.

Tugba Yildiz, Savas Yildirim, Banu Diri

Proceedings of the Human Language Technology. Challenges for Computer Science and Linguistics, 2013

Extraction of Part-Whole Relations from Turkish Corpora.

Tugba Yildiz, Savas Yildirim, Banu Diri

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2013

2012

Author recognition by Abstract Feature Extraction.

Murat Yasdi, Banu Diri

Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

Geographically showing given incident information.

Fatih Ozkan, Banu Diri

Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

Classification of microblogging users.

M. Özgür Cingiz, Banu Diri

Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

Content Mining of Microblogs.

M. Özgür Cingiz, Banu Diri

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.

Cagatay Catal, Ugur Sevim, Banu Diri

Expert Syst. Appl., 2011

2010

TimeML and Turkish Temporal Logic.

Sadi Evren Seker, Banu Diri

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.

Cagatay Catal, Banu Diri

Inf. Sci., 2009

A systematic review of software fault prediction studies.

Cagatay Catal, Banu Diri

Expert Syst. Appl., 2009

Unlabelled extra data do not always mean extra performance for semi-supervised fault prediction.

Cagatay Catal, Banu Diri

Expert Syst. J. Knowl. Eng., 2009

ManagemOnt: A Semantic Approach to Software Engineering Management Process.

Baris Ulu, Banu Diri

Proceedings of the Metadata and Semantic Research - Third International Conference, 2009

Clustering and Metrics Thresholds Based Software Fault Prediction of Unlabeled Program Modules.

Cagatay Catal, Ugur Sevim, Banu Diri

Proceedings of the Sixth International Conference on Information Technology: New Generations, 2009

Impact of a New Attribute Extraction Algorithm on Web Page Classification.

Göksel Biricik, Banu Diri

Proceedings of The 2009 International Conference on Data Mining, 2009

2008

Visualization and analysis of classifiers performance in multi-class medical data.

Banu Diri, Songül Albayrak

Expert Syst. Appl., 2008

A Conceptual Framework to Integrate Fault Prediction Sub-Process for Software Product Lines.

Cagatay Catal, Banu Diri

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.

Cagatay Catal, Banu Diri

Proceedings of the Product-Focused Software Process Improvement, 2008

2007

Software Fault Prediction with Object-Oriented Metrics Based Artificial Immune Recognition System.

Cagatay Catal, Banu Diri

Proceedings of the Product-Focused Software Process Improvement, 2007

Software Process Ontology.

Baris Ulu, Banu Diri

Proceedings of the International MultiConference of Engineers and Computer Scientists 2007, 2007

Author Attribution of Turkish Texts by Feature Mining.

Filiz Türkoglu, Banu Diri, Mehmet Fatih Amasyali

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.

Cagatay Catal, Banu Diri, Bulent Ozumut

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.

Mehmet Fatih Amasyali, Banu Diri

Proceedings of the Natural Language Processing and Information Systems, 2006

Color Image Compression using Self Organizing Feature Map.

Banu Diri, Songül Albayrak

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)

Banu Diri

PhD thesis, 1999