Banu Diri

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 35

Top Topics

Semantic Smoothing

Machine Learning

Text Classification

Top Venues

Publications

Aleyna Er, Banu Diri, Meltem Turhan Yöndem
LLM Prompting Versus Fine-Tuning PLMs: A Comparative Study on Keyword Generation from Customer Feedback. AIAI (2) (2024)
Lola Khudoyberdieva, Banu Diri
Fine-grained Named Entity Recognition for Turkish. SIU (2024)
Samir Ganbarli, Banu Diri
Sentiment Relation Detection between Main Characters in Turkish Stories. SIU (2024)
Ediz Akarsu, Zahra Huseynliz, Basar Bilgiç, Banu Diri
Alzheimer's Disease Detection and Dataset Creation from Spontaneous Speech. SIU (2024)
Petia D. Koprinkova-Hristova, Mirjana Ivanovic, Banu Diri
Special issue: Innovations in Intelligent Systems and Applications. J. Inf. Telecommun. 6 (1) (2022)
Zekeriya Anil Guven, Banu Diri, Tolgahan Cakaloglu
The Impact of n-stage Latent Dirichlet Allocation on Analysis of Headline Classification. Comput. Sci. 23 (3) (2022)
Gürkan Sahin, Banu Diri
The Effect of Transfer Learning on Turkish Text Classification. SIU (2021)
Zekeriya Anil Guven, Banu Diri, Tolgahan Cakaloglu
Evaluation of Non-Negative Matrix Factorization and n-stage Latent Dirichlet Allocation for Emotion Analysis in Turkish Tweets. CoRR (2021)
Zekeriya Anil Guven, Banu Diri, Tolgahan Cakaloglu
n-stage Latent Dirichlet Allocation: A Novel Approach for LDA. CoRR (2021)
Kaan Sönmezöz, Özgür Ugur, Banu Diri
MBTI Personality Prediction With Machine Learning. SIU (2020)
Abdulkadir Seker, Banu Diri, Halil Arslan
New developer metrics: Are comments as crucial as code contributions? CoRR (2020)
Mehmet Korkmaz, Emre Kocyigit, Ozgur Koray Sahingoz, Banu Diri
Deep Neural Network Based Phishing Classification on a High-Risk URL Dataset. SoCPaR (2020)
Abdulkadir Seker, Banu Diri, Halil Arslan
Summarising Big Data: Common GitHub Dataset for Software Engineering Challenges. CoRR (2020)
Ahmet Karabas, Banu Diri
Irony Detection with Deep Learning in Turkish Microblogs. SIU (2020)
Abdulkadir Seker, Banu Diri, Halil Arslan, Mehmet Fatih Amasyali
A Systematic Mapping of Software Engineering Challenges: GHTorrent Case. CoRR (2020)
Emre Kocyigit, Mehmet Korkmaz, Ozgur Koray Sahingoz, Banu Diri
Real-Time Content-Based Cyber Threat Detection with Machine Learning. ISDA (2020)
Abdulkadir Seker, Banu Diri, Halil Arslan, Mehmet Fatih Amasyali
Open Source Software Development Challenges: A Systematic Literature Review on GitHub. Int. J. Open Source Softw. Process. 11 (4) (2020)
Mehmet Korkmaz, Ozgur Koray Sahingoz, Banu Diri
Detection of Phishing Websites by Using Machine Learning-Based URL Analysis. ICCCNT (2020)
Canan Batur Sahin, Banu Diri
Robust Feature Selection With LSTM Recurrent Neural Networks for Artificial Immune Recognition System. IEEE Access 7 (2019)
Ozgur Koray Sahingoz, Ebubekir Buber, Önder Demir, Banu Diri
Machine learning based phishing detection from URLs. Expert Syst. Appl. 117 (2019)
Zeynep Banu Ozger, Bülent Bolat, Banu Diri
A Probabilistic Multi-Objective Artificial Bee Colony Algorithm for Gene Selection. J. Univers. Comput. Sci. 25 (4) (2019)
Mustafa Özgür Cingiz, Banu Diri
The inference of gene co-expression networks of breast and colon cancer using miRNA-target gene interactions data. SIU (2017)
Abdulkadir Seker, Emre Delibas, Banu Diri
DNA sequence compression within traditional text compression algorithms. SIU (2017)
Cihat Erdogan, Zeyneb Kurt, Banu Diri
Investigation of association estimators in network inference algorithms on breast cancer proteomic data. SIU (2017)
Tugba Yildiz, Banu Diri, Savas Yildirim
Turkish synonym identification from multiple resources: monolingual corpus, mono/bilingual online dictionaries, and WordNet. Turkish J. Electr. Eng. Comput. Sci. 25 (2017)
Ebubekir Buber, Banu Diri, Ozgur Koray Sahingoz
NLP Based Phishing Attack Detection from URLs. ISDA (2017)
Mustafa Özgür Cingiz, Göksel Biricik, Banu Diri
A combinatorial approach to construct core and generic gene co-expression networks of colon cancer. INISTA (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)
Gurkan Sahin, Banu Diri, Tugba Yildiz
A hybrid method for extracting Turkish part-whole relation pairs from corpus. SIU (2016)
Zeynep Banu Ozger, Bülent Bolat, Banu Diri
A comparative study on binary Artificial Bee Colony optimization methods for feature selection. INISTA (2016)
Cenk Akarsu, Banu Diri
Turkish TV rating prediction with Twitter. SIU (2016)
Abdullah Tellioglu, Faruk Rahmet, Banu Diri
Document classification using ontology graph. SIU (2016)
Mehmet Serdar Biçer, Banu Diri
Defect prediction for Cascading Style Sheets. Appl. Soft Comput. 49 (2016)
Ismail Duru, Gulustan Dogan, Banu Diri
An overview of studies about students' performance analysis and learning analytics in MOOCs. IEEE BigData (2016)
Tugba Yildiz, Banu Diri, Savas Yildirim
Acquisition of Turkish meronym based on classification of patterns. Pattern Anal. Appl. 19 (2) (2016)
Gurkan Sahin, Banu Diri, Tugba Yildiz
Pattern and semantic similarity based automatic extraction of hyponym-hypernym relation from Turkish corpus. SIU (2015)
Mustafa Özgür Cingiz, Banu Diri, Göksel Biricik
Am I typing fresh tweets: Detecting up-to-dateness and worth of categorical information in microblogs. Expert Syst. Appl. 42 (12) (2015)
Hakan Kalmac, Banu Diri
moBraille: Mobile framework for visually impaired users. SIU (2015)
Mehmet Serdar Biçer, Banu Diri
Predicting Defect Prone Modules in Web Applications. ICIST (2015)
F. Yesjm Ikikat, Behire Gurhan, Banu Diri
Automatic linking of wikipedia pages by their semantic similarity. INISTA (2015)
Furkan Cakmak, Banu Diri
Correction of Turkish characters with a web-based semantic method. SIU (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)
Aysun Guran, Sumeyra Nur Arslan, Esma Kilic, Banu Diri
Sentence selection methods for text summarization. SIU (2014)
Serdar Biçer, Banu Diri
Yazılım Hata Tahmininin Web Uygulamalarında Kullanılabilirliği. UYMS (2014)
Cevahir Parlak, Banu Diri, Fikret Gürgen
A cross-corpus experiment in speech emotion recognition. SLAM@INTERSPEECH (2014)
Tugba Yildiz, Savas Yildirim, Banu Diri
An Integrated Approach to Automatic Synonym Detection in Turkish Corpus. PolTAL (2014)
Zeynep Banu Ozger, Banu Diri, Canan Girgin
Question identification on Turkish tweets. INISTA (2014)
Meric Meral, Banu Diri
Sentiment analysis on Twitter. SIU (2014)
Berna Altinel, Murat Can Ganiz, Banu Diri
A simple semantic kernel approach for SVM using higher-order paths. INISTA (2014)
Canari Girgin, Banu Diri
Semantic relation extraction by Conditional Random Fields from Turkish Wikipedia pages. SIU (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)
Tugba Yildiz, Savas Yildirim, Banu Diri
Extraction of Part-Whole Relations from Turkish Corpora. CICLing (1) (2013)
Burak Dural, Banu Diri
Search result clustering studies in Turkish. SIU (2013)
Tugba Yildiz, Savas Yildirim, Banu Diri
A Study on Turkish Meronym Extraction Using a Variety of Lexico-Syntactic Patterns. LTC (2013)
Celal Cengiz, Banu Diri
Identifying questions on Turkish tweets. SIU (2013)
Dilek Kayahan, Asli Sergin, Banu Diri
Determination of TV programme ratings by twitter. SIU (2013)
Cevahir Parlak, Banu Diri
Emotion recognition from the human voice. SIU (2013)
M. Özgür Cingiz, Banu Diri
Classification of microblogging users. SIU (2012)
Fatih Ozkan, Banu Diri
Geographically showing given incident information. SIU (2012)
M. Özgür Cingiz, Banu Diri
Content Mining of Microblogs. ASONAM (2012)
Murat Yasdi, Banu Diri
Author recognition by Abstract Feature Extraction. SIU (2012)
Cagatay Catal, Ugur Sevim, Banu Diri
Practical development of an Eclipse-based software fault prediction tool using Naive Bayes algorithm. Expert Syst. Appl. 38 (3) (2011)
Sadi Evren Seker, Banu Diri
TimeML and Turkish Temporal Logic. IC-AI (2010)
Cagatay Catal, Banu Diri
Investigating the effect of dataset size, metrics sets, and feature selection techniques on software fault prediction problem. Inf. Sci. 179 (8) (2009)
Baris Ulu, Banu Diri
ManagemOnt: A Semantic Approach to Software Engineering Management Process. MTSR (2009)
Cagatay Catal, Banu Diri
A systematic review of software fault prediction studies. Expert Syst. Appl. 36 (4) (2009)
Cagatay Catal, Ugur Sevim, Banu Diri
Clustering and Metrics Thresholds Based Software Fault Prediction of Unlabeled Program Modules. ITNG (2009)
Cagatay Catal, Banu Diri
Unlabelled extra data do not always mean extra performance for semi-supervised fault prediction. Expert Syst. J. Knowl. Eng. 26 (5) (2009)
Göksel Biricik, Banu Diri
Impact of a New Attribute Extraction Algorithm on Web Page Classification. DMIN (2009)
Cagatay Catal, Banu Diri
A Conceptual Framework to Integrate Fault Prediction Sub-Process for Software Product Lines. TASE (2008)
Cagatay Catal, Banu Diri
A Fault Prediction Model with Limited Fault Data to Improve Test Process. PROFES (2008)
Banu Diri, Songül Albayrak
Visualization and analysis of classifiers performance in multi-class medical data. Expert Syst. Appl. 34 (1) (2008)
Cagatay Catal, Banu Diri, Bulent Ozumut
An Artificial Immune System Approach for Fault Prediction in Object-Oriented Software. DepCoS-RELCOMEX (2007)
Cagatay Catal, Banu Diri
Software Fault Prediction with Object-Oriented Metrics Based Artificial Immune Recognition System. PROFES (2007)
Baris Ulu, Banu Diri
Software Process Ontology. IMECS (2007)
Filiz Türkoglu, Banu Diri, Mehmet Fatih Amasyali
Author Attribution of Turkish Texts by Feature Mining. ICIC (1) (2007)
Mehmet Fatih Amasyali, Banu Diri
Automatic Turkish Text Categorization in Terms of Author, Genre and Gender. NLDB (2006)
Banu Diri, Songül Albayrak
Color Image Compression using Self Organizing Feature Map. Artificial Intelligence and Applications (2006)