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ORCIDAyça Deniz
Person information
- affiliation: Middle East Technical University, Ankara, Turkey
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Books and Theses
- 2023
[b1]Ayça Deniz:
Context- and sentiment-aware machine learning models for sentiment analysis (Duygu analizi için bağlam ve duyguya duyarlı makine öğrenmesi modelleri). Middle East Technical University, Turkey, 2023
Journal Articles
- 2024
- [j10]Ganapathy Mani
, Myeongsu Kim, Bharat K. Bhargava, Pelin Angin, Ayça Deniz, Vikram Pasumarti:
Malware Speaks! Deep Learning Based Assembly Code Processing for Detecting Evasive Cryptojacking. IEEE Trans. Dependable Secur. Comput. 21(4): 2461-2477 (2024) - 2022
- [j9]Ayça Deniz, Hakan Ezgi Kiziloz, Ender Sevinç, Tansel Dökeroglu:
Predicting the severity of COVID-19 patients using a multi-threaded evolutionary feature selection algorithm. Expert Syst. J. Knowl. Eng. 39(5) (2022) - [j8]Tansel Dökeroglu, Ayça Deniz, Hakan Ezgi Kiziloz:
A comprehensive survey on recent metaheuristics for feature selection. Neurocomputing 494: 269-296 (2022) - 2021
- [j7]Ayça Deniz, Merih Angin, Pelin Angin:
Evolutionary Multiobjective Feature Selection for Sentiment Analysis. IEEE Access 9: 142982-142996 (2021) - [j6]Hakan Ezgi Kiziloz, Ayça Deniz:
An evolutionary parallel multiobjective feature selection framework. Comput. Ind. Eng. 159: 107481 (2021) - [j5]Tansel Dökeroglu, Ayça Deniz, Hakan Ezgi Kiziloz:
A robust multiobjective Harris' Hawks Optimization algorithm for the binary classification problem. Knowl. Based Syst. 227: 107219 (2021) - 2020
- [j4]Tayfun Kucukyilmaz, Ayça Deniz, Hakan Ezgi Kiziloz:
Boosting gender identification using author preference. Pattern Recognit. Lett. 140: 245-251 (2020) - 2019
- [j3]Ayça Deniz, Hakan Ezgi Kiziloz:
On initial population generation in feature subset selection. Expert Syst. Appl. 137: 11-21 (2019) - 2018
- [j2]Hakan Ezgi Kiziloz, Ayça Deniz, Tansel Dökeroglu, Ahmet Cosar:
Novel multiobjective TLBO algorithms for the feature subset selection problem. Neurocomputing 306: 94-107 (2018) - 2017
- [j1]Ayça Deniz, Hakan Ezgi Kiziloz, Tansel Dökeroglu, Ahmet Cosar:
Robust multiobjective evolutionary feature subset selection algorithm for binary classification using machine learning techniques. Neurocomputing 241: 128-146 (2017)
Conference and Workshop Papers
- 2022
- [c4]Ayça Deniz, Hakan Ezgi Kiziloz:
Boosting Initial Population in Multiobjective Feature Selection with Knowledge-Based Partitioning. IJCNN 2022: 1-8 - [c3]Ayça Deniz, Merih Angin, Pelin Angin:
Understanding IMF Decision-Making with Sentiment Analysis. SIU 2022: 1-4 - 2021
- [c2]Ayça Deniz, Merih Angin, Pelin Angin:
Sentiment and Context-refined Word Embeddings for Sentiment Analysis. SMC 2021: 927-932 - 2020
- [c1]Hakan Ezgi Kiziloz, Ayça Deniz:
Feature Selection with Dynamic Classifier Ensembles. SMC 2020: 2038-2043
Coauthor Index
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