Ayça Deniz

According to our database, Ayça Deniz authored at least 15 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Malware Speaks! Deep Learning Based Assembly Code Processing for Detecting Evasive Cryptojacking.

Ganapathy Mani, Myeongsu Kim, Bharat K. Bhargava, Pelin Angin, Ayça Deniz, Vikram Pasumarti

IEEE Trans. Dependable Secur. Comput., 2024

2023

Context- and sentiment-aware machine learning models for sentiment analysis (Duygu analizi için bağlam ve duyguya duyarlı makine öğrenmesi modelleri)

Ayça Deniz

PhD thesis, 2023

2022

A comprehensive survey on recent metaheuristics for feature selection.

Tansel Dökeroglu, Ayça Deniz, Hakan Ezgi Kiziloz

Neurocomputing, 2022

Predicting the severity of COVID-19 patients using a multi-threaded evolutionary feature selection algorithm.

Ayça Deniz, Hakan Ezgi Kiziloz, Ender Sevinç, Tansel Dökeroglu

Expert Syst. J. Knowl. Eng., 2022

Understanding IMF Decision-Making with Sentiment Analysis.

Ayça Deniz, Merih Angin, Pelin Angin

Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022

Boosting Initial Population in Multiobjective Feature Selection with Knowledge-Based Partitioning.

Ayça Deniz, Hakan Ezgi Kiziloz

Proceedings of the International Joint Conference on Neural Networks, 2022

2021

A robust multiobjective Harris' Hawks Optimization algorithm for the binary classification problem.

Tansel Dökeroglu, Ayça Deniz, Hakan Ezgi Kiziloz

Knowl. Based Syst., 2021

An evolutionary parallel multiobjective feature selection framework.

Hakan Ezgi Kiziloz, Ayça Deniz

Comput. Ind. Eng., 2021

Evolutionary Multiobjective Feature Selection for Sentiment Analysis.

Ayça Deniz, Merih Angin, Pelin Angin

IEEE Access, 2021

Sentiment and Context-refined Word Embeddings for Sentiment Analysis.

Ayça Deniz, Merih Angin, Pelin Angin

Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

2020

Boosting gender identification using author preference.

Tayfun Kucukyilmaz, Ayça Deniz, Hakan Ezgi Kiziloz

Pattern Recognit. Lett., 2020

Feature Selection with Dynamic Classifier Ensembles.

Hakan Ezgi Kiziloz, Ayça Deniz

Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

2019

On initial population generation in feature subset selection.

Ayça Deniz, Hakan Ezgi Kiziloz

Expert Syst. Appl., 2019

2018

Novel multiobjective TLBO algorithms for the feature subset selection problem.

Hakan Ezgi Kiziloz, Ayça Deniz, Tansel Dökeroglu, Ahmet Cosar

Neurocomputing, 2018

2017

Robust multiobjective evolutionary feature subset selection algorithm for binary classification using machine learning techniques.

Ayça Deniz, Hakan Ezgi Kiziloz, Tansel Dökeroglu, Ahmet Cosar

Neurocomputing, 2017