Türkçe 'nin biçimbilim yapısına dayalı bir metin sıkıştırma sistemi (A document compression system based on the morphology of the Turkish language) - Banu Diri (1999)

Color Image Compression using Self Organizing Feature Map. - Banu Diri; Songül Albayrak (Artificial Intelligence and Applications, 2006)

Automatic Turkish Text Categorization in Terms of Author, Genre and Gender. - Mehmet Fatih Amasyali; Banu Diri (NLDB, 2006)

An Artificial Immune System Approach for Fault Prediction in Object-Oriented Software. - Cagatay Catal; Banu Diri; Bulent Ozumut (DepCoS-RELCOMEX, 2007)

Author Attribution of Turkish Texts by Feature Mining. - Filiz Türkoglu; Banu Diri; Mehmet Fatih Amasyali (ICIC (1), 2007)

Software Process Ontology. - Baris Ulu; Banu Diri (IMECS, 2007)

Software Fault Prediction with Object-Oriented Metrics Based Artificial Immune Recognition System. - Cagatay Catal; Banu Diri (PROFES, 2007)

A Fault Prediction Model with Limited Fault Data to Improve Test Process. - Cagatay Catal; Banu Diri (PROFES, 2008)

A Conceptual Framework to Integrate Fault Prediction Sub-Process for Software Product Lines. - Cagatay Catal; Banu Diri (TASE, 2008)

Visualization and analysis of classifiers performance in multi-class medical data. - Banu Diri; Songül Albayrak (Expert Syst. Appl., 2008)

Impact of a New Attribute Extraction Algorithm on Web Page Classification. - Göksel Biricik; Banu Diri (DMIN, 2009)

Clustering and Metrics Thresholds Based Software Fault Prediction of Unlabeled Program Modules. - Cagatay Catal; Ugur Sevim; Banu Diri (ITNG, 2009)

ManagemOnt: A Semantic Approach to Software Engineering Management Process. - Baris Ulu; Banu Diri (MTSR, 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)

A systematic review of software fault prediction studies. - Cagatay Catal; Banu Diri (Expert Syst. Appl., 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)

TimeML and Turkish Temporal Logic. - Sadi Evren Seker; Banu Diri (IC-AI, 2010)

Practical development of an Eclipse-based software fault prediction tool using Naive Bayes algorithm. - Cagatay Catal; Ugur Sevim; Banu Diri (Expert Syst. Appl., 2011)

Content Mining of Microblogs. - M. Özgür Cingiz; Banu Diri (ASONAM, 2012)

Classification of microblogging users. - M. Özgür Cingiz; Banu Diri (SIU, 2012)

Geographically showing given incident information. - Fatih Ozkan; Banu Diri (SIU, 2012)

Author recognition by Abstract Feature Extraction. - Murat Yasdi; Banu Diri (SIU, 2012)

Extraction of Part-Whole Relations from Turkish Corpora. - Tugba Yildiz; Savas Yildirim; Banu Diri (CICLing (1), 2013)

A Study on Turkish Meronym Extraction Using a Variety of Lexico-Syntactic Patterns. - Tugba Yildiz; Savas Yildirim; Banu Diri (LTC, 2013)

Identifying questions on Turkish tweets. - Celal Cengiz; Banu Diri (SIU, 2013)

Search result clustering studies in Turkish. - Burak Dural; Banu Diri (SIU, 2013)

Determination of TV programme ratings by twitter. - Dilek Kayahan; Asli Sergin; Banu Diri (SIU, 2013)

Emotion recognition from the human voice. - Cevahir Parlak; Banu Diri (SIU, 2013)

A Semantic Kernel for Text Classification Based on Iterative Higher-Order Relations between Words and Documents. - Berna Altinel; Murat Can Ganiz; Banu Diri (ICAISC (1), 2014)

A simple semantic kernel approach for SVM using higher-order paths. - Berna Altinel; Murat Can Ganiz; Banu Diri (INISTA, 2014)

Question identification on Turkish tweets. - Zeynep Banu Ozger; Banu Diri; Canan Girgin (INISTA, 2014)

A cross-corpus experiment in speech emotion recognition. - Cevahir Parlak; Banu Diri; Fikret Gürgen (SLAM@INTERSPEECH, 2014)

Semantic relation extraction by Conditional Random Fields from Turkish Wikipedia pages. - Canari Girgin; Banu Diri (SIU, 2014)

Sentence selection methods for text summarization. - Aysun Guran; Sumeyra Nur Arslan; Esma Kilic; Banu Diri (SIU, 2014)

Sentiment analysis on Twitter. - Meric Meral; Banu Diri (SIU, 2014)

An Integrated Approach to Automatic Synonym Detection in Turkish Corpus. - Tugba Yildiz; Savas Yildirim; Banu Diri (PolTAL, 2014)

Yazılım Hata Tahmininin Web Uygulamalarında Kullanılabilirliği. - Serdar Biçer; Banu Diri (UYMS, 2014)

Predicting Defect Prone Modules in Web Applications. - Mehmet Serdar Biçer; Banu Diri (ICIST, 2015)

Automatic linking of wikipedia pages by their semantic similarity. - F. Yesjm Ikikat; Behire Gurhan; Banu Diri (INISTA, 2015)

Correction of Turkish characters with a web-based semantic method. - Furkan Cakmak; Banu Diri (SIU, 2015)

moBraille: Mobile framework for visually impaired users. - Hakan Kalmac; Banu Diri (SIU, 2015)

Pattern and semantic similarity based automatic extraction of hyponym-hypernym relation from Turkish corpus. - Gurkan Sahin; Banu Diri; Tugba Yildiz (SIU, 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)

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 novel semantic smoothing kernel for text classification with class-based weighting. - Berna Altinel; Banu Diri; Murat Can Ganiz (Knowl. Based Syst., 2015)

An overview of studies about students' performance analysis and learning analytics in MOOCs. - Ismail Duru; Gulustan Dogan; Banu Diri (IEEE BigData, 2016)

A comparative study on binary Artificial Bee Colony optimization methods for feature selection. - Zeynep Banu Ozger; Bülent Bolat; Banu Diri (INISTA, 2016)

Turkish TV rating prediction with Twitter. - Cenk Akarsu; Banu Diri (SIU, 2016)

A hybrid method for extracting Turkish part-whole relation pairs from corpus. - Gurkan Sahin; Banu Diri; Tugba Yildiz (SIU, 2016)

Document classification using ontology graph. - Abdullah Tellioglu; Faruk Rahmet; Banu Diri (SIU, 2016)

Defect prediction for Cascading Style Sheets. - Mehmet Serdar Biçer; Banu Diri (Appl. Soft Comput., 2016)

Acquisition of Turkish meronym based on classification of patterns. - Tugba Yildiz; Banu Diri; Savas Yildirim (Pattern Anal. Appl., 2016)

A combinatorial approach to construct core and generic gene co-expression networks of colon cancer. - Mustafa Özgür Cingiz; Göksel Biricik; Banu Diri (INISTA, 2017)

NLP Based Phishing Attack Detection from URLs. - Ebubekir Buber; Banu Diri; Ozgur Koray Sahingoz (ISDA, 2017)

The inference of gene co-expression networks of breast and colon cancer using miRNA-target gene interactions data. - Mustafa Özgür Cingiz; Banu Diri (SIU, 2017)

Investigation of association estimators in network inference algorithms on breast cancer proteomic data. - Cihat Erdogan; Zeyneb Kurt; Banu Diri (SIU, 2017)

DNA sequence compression within traditional text compression algorithms. - Abdulkadir Seker; Emre Delibas; Banu Diri (SIU, 2017)

Instance labeling in semi-supervised learning with meaning values of words. - Berna Altinel; Murat Can Ganiz; Banu Diri (Eng. Appl. Artif. Intell., 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)

Robust Feature Selection With LSTM Recurrent Neural Networks for Artificial Immune Recognition System. - Canan Batur Sahin; Banu Diri (IEEE Access, 2019)

Machine learning based phishing detection from URLs. - Ozgur Koray Sahingoz; Ebubekir Buber; Önder Demir; Banu Diri (Expert Syst. Appl., 2019)

A Probabilistic Multi-Objective Artificial Bee Colony Algorithm for Gene Selection. - Zeynep Banu Ozger; Bülent Bolat; Banu Diri (J. Univers. Comput. Sci., 2019)

Detection of Phishing Websites by Using Machine Learning-Based URL Analysis. - Mehmet Korkmaz; Ozgur Koray Sahingoz; Banu Diri (ICCCNT, 2020)

Real-Time Content-Based Cyber Threat Detection with Machine Learning. - Emre Kocyigit; Mehmet Korkmaz; Ozgur Koray Sahingoz; Banu Diri (ISDA, 2020)

Irony Detection with Deep Learning in Turkish Microblogs. - Ahmet Karabas; Banu Diri (SIU, 2020)

MBTI Personality Prediction With Machine Learning. - Kaan Sönmezöz; Özgür Ugur; Banu Diri (SIU, 2020)

Deep Neural Network Based Phishing Classification on a High-Risk URL Dataset. - Mehmet Korkmaz; Emre Kocyigit; Ozgur Koray Sahingoz; Banu Diri (SoCPaR, 2020)

Summarising Big Data: Common GitHub Dataset for Software Engineering Challenges. - Abdulkadir Seker; Banu Diri; Halil Arslan (CoRR, 2020)

New developer metrics: Are comments as crucial as code contributions? - Abdulkadir Seker; Banu Diri; Halil Arslan (CoRR, 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)

The Effect of Transfer Learning on Turkish Text Classification. - Gürkan Sahin; Banu Diri (SIU, 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)

n-stage Latent Dirichlet Allocation: A Novel Approach for LDA. - Zekeriya Anil Guven; Banu Diri; Tolgahan Cakaloglu (CoRR, 2021)

The Impact of n-stage Latent Dirichlet Allocation on Analysis of Headline Classification. - Zekeriya Anil Guven; Banu Diri; Tolgahan Cakaloglu (Comput. Sci., 2022)

Special issue: Innovations in Intelligent Systems and Applications. - Petia D. Koprinkova-Hristova; Mirjana Ivanovic; Banu Diri (J. Inf. Telecommun., 2022)

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)

LLM Prompting Versus Fine-Tuning PLMs: A Comparative Study on Keyword Generation from Customer Feedback. - Aleyna Er; Banu Diri; Meltem Turhan Yöndem (AIAI (2), 2024)

Alzheimer's Disease Detection and Dataset Creation from Spontaneous Speech. - Ediz Akarsu; Zahra Huseynliz; Basar Bilgiç; Banu Diri (SIU, 2024)

Sentiment Relation Detection between Main Characters in Turkish Stories. - Samir Ganbarli; Banu Diri (SIU, 2024)

Fine-grained Named Entity Recognition for Turkish. - Lola Khudoyberdieva; Banu Diri (SIU, 2024)

Setting Standards in Turkish NLP: TR-MMLU for Large Language Model Evaluation. - M. Ali Bayram; Ali Arda Fincan; Ahmet Semih Gümüs; Banu Diri; Savas Yildirim; Öner Aytas (CoRR, 2025)

Tokenization Standards for Linguistic Integrity: Turkish as a Benchmark. - M. Ali Bayram; Ali Arda Fincan; Ahmet Semih Gümüs; Sercan Karakas; Banu Diri; Savas Yildirim (CoRR, 2025)

Büyük Dil Modelleri için TR-MMLU Benchmarkı: Performans Değerlendirmesi, Zorluklar ve İyileştirme Fırsatları. - M. Ali Bayram; Ali Arda Fincan; Ahmet Semih Gümüs; Banu Diri; Savas Yildirim; Öner Aytas (CoRR, 2025)

Doğal Dil İşlemede Tokenizasyon Standartları ve Ölçümü: Türkçe Üzerinden Büyük Dil Modellerinin Karşılaştırmalı Analizi. - M. Ali Bayram; Ali Arda Fincan; Ahmet Semih Gümüs; Sercan Karakas; Banu Diri; Savas Yildirim (CoRR, 2025)

Tokens with Meaning: A Hybrid Tokenization Approach for NLP. - M. Ali Bayram; Ali Arda Fincan; Ahmet Semih Gümüs; Sercan Karakas; Banu Diri; Savas Yildirim; Demircan Çelik (CoRR, 2025)