Ayça Deniz

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 14

Top Topics

Selection Algorithm

Sentiment Analysis

Feature Selection

Top Venues

Expert Syst. J. Knowl. Eng.

Comput. Ind. Eng.

Publications

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) (2024)
Ayça Deniz, Hakan Ezgi Kiziloz
Boosting Initial Population in Multiobjective Feature Selection with Knowledge-Based Partitioning. IJCNN (2022)
Tansel Dökeroglu, Ayça Deniz, Hakan Ezgi Kiziloz
A comprehensive survey on recent metaheuristics for feature selection. Neurocomputing 494 (2022)
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)
Ayça Deniz, Merih Angin, Pelin Angin
Understanding IMF Decision-Making with Sentiment Analysis. SIU (2022)
Ayça Deniz, Merih Angin, Pelin Angin
Sentiment and Context-refined Word Embeddings for Sentiment Analysis. SMC (2021)
Ayça Deniz, Merih Angin, Pelin Angin
Evolutionary Multiobjective Feature Selection for Sentiment Analysis. IEEE Access 9 (2021)
Tansel Dökeroglu, Ayça Deniz, Hakan Ezgi Kiziloz
A robust multiobjective Harris' Hawks Optimization algorithm for the binary classification problem. Knowl. Based Syst. 227 (2021)
Hakan Ezgi Kiziloz, Ayça Deniz
An evolutionary parallel multiobjective feature selection framework. Comput. Ind. Eng. 159 (2021)
Hakan Ezgi Kiziloz, Ayça Deniz
Feature Selection with Dynamic Classifier Ensembles. SMC (2020)
Tayfun Kucukyilmaz, Ayça Deniz, Hakan Ezgi Kiziloz
Boosting gender identification using author preference. Pattern Recognit. Lett. 140 (2020)
Ayça Deniz, Hakan Ezgi Kiziloz
On initial population generation in feature subset selection. Expert Syst. Appl. 137 (2019)
Hakan Ezgi Kiziloz, Ayça Deniz, Tansel Dökeroglu, Ahmet Cosar
Novel multiobjective TLBO algorithms for the feature subset selection problem. Neurocomputing 306 (2018)
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 (2017)