Ayça Deniz

15 papers B 3Journal 10Unranked 1
YearRankTypeTitle / Venue / Authors
2024 J jnl
Malware Speaks! Deep Learning Based Assembly Code Processing for Detecting Evasive Cryptojacking.
IEEE Trans. Dependable Secur. Comput.
Ganapathy Mani, Myeongsu Kim, Bharat K. Bhargava, Pelin Angin, Ayça Deniz, Vikram Pasumarti
2023 — —
Context- and sentiment-aware machine learning models for sentiment analysis (Duygu analizi için bağlam ve duyguya duyarlı makine öğrenmesi modelleri)
Ayça Deniz
2022 J jnl
A comprehensive survey on recent metaheuristics for feature selection.
Neurocomputing
Tansel Dökeroglu, Ayça Deniz, Hakan Ezgi Kiziloz
2022 B conf
Boosting Initial Population in Multiobjective Feature Selection with Knowledge-Based Partitioning.
IJCNN
Ayça Deniz, Hakan Ezgi Kiziloz
2022 J jnl
Predicting the severity of COVID-19 patients using a multi-threaded evolutionary feature selection algorithm.
Expert Syst. J. Knowl. Eng.
Ayça Deniz, Hakan Ezgi Kiziloz, Ender Sevinç, Tansel Dökeroglu
2022 — conf
Understanding IMF Decision-Making with Sentiment Analysis.
SIU
Ayça Deniz, Merih Angin, Pelin Angin
2021 J jnl
A robust multiobjective Harris' Hawks Optimization algorithm for the binary classification problem.
Knowl. Based Syst.
Tansel Dökeroglu, Ayça Deniz, Hakan Ezgi Kiziloz
2021 J jnl
An evolutionary parallel multiobjective feature selection framework.
Comput. Ind. Eng.
Hakan Ezgi Kiziloz, Ayça Deniz
2021 J jnl
Evolutionary Multiobjective Feature Selection for Sentiment Analysis.
IEEE Access
Ayça Deniz, Merih Angin, Pelin Angin
2021 B conf
Sentiment and Context-refined Word Embeddings for Sentiment Analysis.
SMC
Ayça Deniz, Merih Angin, Pelin Angin
2020 J jnl
Boosting gender identification using author preference.
Pattern Recognit. Lett.
Tayfun Kucukyilmaz, Ayça Deniz, Hakan Ezgi Kiziloz
2020 B conf
Feature Selection with Dynamic Classifier Ensembles.
SMC
Hakan Ezgi Kiziloz, Ayça Deniz
2019 J jnl
On initial population generation in feature subset selection.
Expert Syst. Appl.
Ayça Deniz, Hakan Ezgi Kiziloz
2018 J jnl
Novel multiobjective TLBO algorithms for the feature subset selection problem.
Neurocomputing
Hakan Ezgi Kiziloz, Ayça Deniz, Tansel Dökeroglu, Ahmet Cosar
2017 J jnl
Robust multiobjective evolutionary feature subset selection algorithm for binary classification using machine learning techniques.
Neurocomputing
Ayça Deniz, Hakan Ezgi Kiziloz, Tansel Dökeroglu, Ahmet Cosar