Ekin Ekinci

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 15

Top Topics

Machine Learning

Image Classification

Feature Selection

Optimization Algorithm

Top Venues

Biomed. Signal Process. Control.

Int. J. Comput. Intell. Appl.

Publications

Ekin Ekinci, Zeynep Garip, Kasim Serbest
Meta-heuristic optimization algorithms based feature selection for joint moment prediction of sit-to-stand movement using machine learning algorithms. Comput. Biol. Medicine 178 (2024)
Sevket Ay, Ekin Ekinci, Zeynep Garip
A brain tumour classification on the magnetic resonance images using convolutional neural network based privacy-preserving federated learning. Int. J. Imaging Syst. Technol. 34 (1) (2024)
Ekin Ekinci
A comparative study of LSTM-ED architectures in forecasting day-ahead solar photovoltaic energy using Weather Data. Computing 106 (5) (2024)
Zeynep Garip, Ekin Ekinci, Murat Erhan Çimen
A comparative study of optimization algorithms for feature selection on ML-based classification of agricultural data. Clust. Comput. 27 (3) (2024)
Sevinç Ilhan Omurca, Ekin Ekinci, Semih Sevim, Eren Berk Edinç, Süleyman Eken, Ahmet Sayar
A document image classification system fusing deep and machine learning models. Appl. Intell. 53 (12) (2023)
Houssem Menhour, Hasan Basri Sahin, Ramazan Nejdet Sarikaya, Medine Aktas, Rümeysa Saglam, Ekin Ekinci, Süleyman Eken
Searchable Turkish OCRed historical newspaper collection 1928-1942. J. Inf. Sci. 49 (2) (2023)
Furkan Atban, Ekin Ekinci, Zeynep Garip
Traditional machine learning algorithms for breast cancer image classification with optimized deep features. Biomed. Signal Process. Control. 81 (2023)
Sevket Ay, Ekin Ekinci, Zeynep Garip
A comparative analysis of meta-heuristic optimization algorithms for feature selection on ML-based classification of heart-related diseases. J. Supercomput. 79 (11) (2023)
Semih Sevim, Ekin Ekinci, Sevinç Ilhan Omurca, Eren Berk Edinç, Süleyman Eken, Türkücan Erdem, Ahmet Sayar
Multi-Class Document Image Classification using Deep Visual and Textual Features. Int. J. Comput. Intell. Appl. 21 (2) (2022)
Semih Sevim, Ekin Ekinci, Sevinç Ilhan Omurca
Multi-view Document Classification with Co-training. SIU (2020)
Ekin Ekinci, Sevinç Ilhan Omurca
Concept-LDA: Incorporating Babelfy into LDA for aspect extraction. J. Inf. Sci. 46 (3) (2020)
Ekin Ekinci, Sevinç Ilhan Omurca
NET-LDA: a novel topic modeling method based on semantic document similarity. Turkish J. Electr. Eng. Comput. Sci. 28 (4) (2020)
Ekin Ekinci, Sevinç Ilhan Omurca
A new approach for a domain-independent turkish sentiment seed lexicon compilation. Int. Arab J. Inf. Technol. 16 (5) (2019)
Sevinç Ilhan Omurca, Ekin Ekinci
Using Adjusted Laplace Smoothing to Extract Implicit Aspects from Turkish Hotel Reviews. INISTA (2018)
Hazal Türkmen, Ekin Ekinci, Sevinç Ilhan Omurca
A Novel Method for Extracting Feature Opinion Pairs for Turkish. AIMSA (2016)
Sevinç Ilhan Omurca, Ekin Ekinci
An alternative evaluation of post traumatic stress disorder with machine learning methods. INISTA (2015)
Ekin Ekinci, Hidayet Takçi
Using authorship analysis techniques in forensic analysis of electronic mails. SIU (2012)