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2020 – today
- 2024
- [j13]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: 108812 (2024) - [j12]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): 3341-3362 (2024) - [j11]Zeynep Garip, Ekin Ekinci, Kasim Serbest
, Süleyman Eken:
Chaotic marine predator optimization algorithm for feature selection in schizophrenia classification using EEG signals. Clust. Comput. 27(8): 11277-11297 (2024) - [j10]Ekin Ekinci:
A comparative study of LSTM-ED architectures in forecasting day-ahead solar photovoltaic energy using Weather Data. Computing 106(5): 1611-1632 (2024) - [j9]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) - 2023
- [j8]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): 15295-15310 (2023) - [j7]Furkan Atban
, Ekin Ekinci
, Zeynep Garip:
Traditional machine learning algorithms for breast cancer image classification with optimized deep features. Biomed. Signal Process. Control. 81: 104534 (2023) - [j6]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): 335-347 (2023) - [j5]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): 11797-11826 (2023) - [d1]Ekin Ekinci, Sevinç Ilhan Omurca:
Turkish User Review Dataset. UCI Machine Learning Repository, 2023 - 2022
- [j4]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): 2250013:1-2250013:15 (2022) - 2020
- [j3]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): 2244-2260 (2020) - [j2]Ekin Ekinci
, Sevinç Ilhan Omurca
:
Concept-LDA: Incorporating Babelfy into LDA for aspect extraction. J. Inf. Sci. 46(3) (2020) - [c5]Semih Sevim
, Ekin Ekinci, Sevinç Ilhan Omurca
:
Multi-view Document Classification with Co-training. SIU 2020: 1-4
2010 – 2019
- 2019
- [b1]Ekin Ekinci:
Dokümanların anlamsal benzerliklerine dayalı özgün bir konu modelleme yöntemi (An original topic model method based on semantic similarity of documents). Kocaeli University, Turkey, 2019 - [j1]Ekin Ekinci, Sevinç Ilhan Omurca:
A new approach for a domain-independent turkish sentiment seed lexicon compilation. Int. Arab J. Inf. Technol. 16(5): 843-853 (2019) - 2018
- [c4]Sevinç Ilhan Omurca
, Ekin Ekinci:
Using Adjusted Laplace Smoothing to Extract Implicit Aspects from Turkish Hotel Reviews. INISTA 2018: 1-6 - 2016
- [c3]Hazal Türkmen
, Ekin Ekinci
, Sevinç Ilhan Omurca
:
A Novel Method for Extracting Feature Opinion Pairs for Turkish. AIMSA 2016: 162-171 - 2015
- [c2]Sevinç Ilhan Omurca
, Ekin Ekinci:
An alternative evaluation of post traumatic stress disorder with machine learning methods. INISTA 2015: 1-7 - 2012
- [c1]Ekin Ekinci
, Hidayet Takçi
:
Using authorship analysis techniques in forensic analysis of electronic mails. SIU 2012: 1-4
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