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Bilal Barış Alkan

Observed names: Alkan, Bilal Baris, B. Baris ALKAN, B. Baris Alkan, B. Bariş Alkan, B. Barış ALKAN, B. Barış Alkan, B.B. Alkan, Baris Alkan, Bilal Baris Alkan
Institution: Akdeniz University
ORCID: 0000-0002-5851-7833
Observed ORCID: 0000-0002-5851-7833
OpenAlex ID: A5102937644
A useful approach to identify the multicollinearity in the presence of outliers
2014 · Alper Sinan, B. Barış Alkan · Journal of Applied Statistics · 32
Using machine learning to predict student outcomes for early intervention and formative assessment
2025 · Bilal Baris Alkan, Serafettin Kuzucuk, et al. · Scientific Reports · 27
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A comparison of different procedures for principal component analysis in the presence of outliers
2015 · B. Bariş Alkan, Cemal Atakan, et al. · Journal of Applied Statistics · 14
Knowledge discovery from the texts of Nobel Prize winners in literature: sentiment analysis and Latent Dirichlet Allocation
2023 · Bilal Barış Alkan, Leyla Karakuş, et al. · Scientometrics · 12
Visual Analysis Using Biplot Techniques of Rainfall Changes over Turkey
2014 · B. Baris Alkan, Cemal Atakan, et al. · MAPAN · 11
Generating a sentiment dictionary in R and dictionary-based sentiment analysis in Turkish texts
2022 · Bilal Barış Alkan, Leyla Karakus, et al. · Digital Scholarship in the Humanities · 9
Shaping the future of education: school principals’ views on AI, big data and robot teachers
2025 · Bilal Baris Alkan, Gamze Inal, et al. · AI & Society · 7
Use of biplot technique for the comparison of the missing value imputation methods
2015 · B. Baris Alkan, Nesrin Alkan, et al. · International Journal of Data Analysis Techniques and Strategies · 7
Educational improvement through machine learning: Strategic models for better PISA scores
2025 · Bilal Baris Alkan, Serafettin Kuzucuk, et al. · PLoS ONE · 6
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Hospital efficiency assessment: a systematic review of DEA and hybrid DEA–machine learning approaches
2026 · Nesrin Alkan, Ubeyde Kaan Koluk, et al. · Frontiers in Medical Technology · 5
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Suggestions for combining psychometric-based and supervised classification methods to detect cheating in online exams
2023 · Bilal Baris Alkan, Muhammet Kumartas · Behaviormetrika · 4
Consumer perceptions of food safety of fried mussel: multiple correspondence analysis
2020 · Demet Kocatepe, B. Barış Alkan, et al. · Food and Health · 4
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Çok değişkenli istatistiksel yöntemlerde Biplot tekniği
2011 · B. Barış Alkan, Cemal Atakan · 4
Social competence, outcome expectations, and social media use among pre-service teachers: Implications for digital-age teacher education
2025 · Abidin Temizer, Harun Sahin, et al. · Acta Psychologica · 3
Fast and effective assessment for individuals with special needs form optimization and prediction models
2025 · Bilal Baris Alkan, Muhammet Kumartas, et al. · BMC Psychology · 3
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Dayanikli Li̇neer Di̇skri̇mi̇nant Anali̇zi̇ İçi̇n Yeni̇ Bi̇r Yaklaşim
2018 · B. Barış Alkan, Cemal Atakan, et al. · Erciyes Üniversitesi Fen Bilimleri Enstitüsü Fen Bilimleri Dergisi · 3
Robust Principal Component Analysis based on Fuzzy Coded Data
2017 · Baris Alkan, Sevgi GANIK · Anadolu University Journal of Science and Technology-A Applied Sciences and Engineering · 3
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Robust Principal Component Analysis Based On Modified Minimum Covariance Determinant In The Presence Of Outliers
2016 · B. Baris ALKAN · Alphanumeric Journal · 3
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Comparison of Missing Data Analysis Methods in Cox Proportional Hazard Models
2013 · Nesrin Alkan, Yüksel Terzi, et al. · DSpace-Sinop (Sinop University) · 3
Use of canonical variate analysis biplot in examination of choline content data of some foods
2011 · Baris Alkan, Cemal Atakan · International Journal of Food Sciences and Nutrition · 3
Robust sparse principal component analysis: situation of full sparseness
2022 · B. Bariş Alkan, I. Ünaldi · Journal of Applied Mathematics Statistics and Informatics · 2
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Aykırı Değer Varlığında Cox Regresyon Analizi için Yeni Bir Yaklaşım
2017 · Nesrin ALKAN, B. Barış ALKAN · Süleyman Demirel Üniversitesi Fen Bilimleri Enstitüsü Dergisi · 2
Visualizing Diagnostic of Multicollinearity: Tableplot and Biplot Methods
2013 · B. Barış Alkan, Cemal Atakan · DSpace-Sinop (Sinop University) · 2
Investigation of the Multiple Imputation Method in Different Missing Ratios and Sample Sizes
2019 · Nesrin ALKAN, B. Baris ALKAN · Sakarya University Journal of Science · 1
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Comparison of Principal Component Analysis Biplots Based on Different Robust Covariance Matrix Estimates
2013 · B. Barış Alkan, Cemal Atakan · Springer proceedings in complexity · 1
Works count: 37
Citation count: 172
H-index: 7
I10-index: 5
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