Zeynep Hilal Kilimci

Zeynep Hilal Kilimci

Kocaeli Üniversitesi

H-index: 14

Asia-Turkey

About Zeynep Hilal Kilimci

Zeynep Hilal Kilimci, With an exceptional h-index of 14 and a recent h-index of 13 (since 2020), a distinguished researcher at Kocaeli Üniversitesi, specializes in the field of natural language processing, financial forecasting, deep learning, text mining, speech processing.

His recent articles reflect a diverse array of research interests and contributions to the field:

A novel framework for mispronunciation detection of Arabic phonemes using audio-oriented transformer models

Migrating Birds Optimization-Based Feature Selection for Text Classification

ACP-ESM: A novel framework for classification of anticancer peptides using protein-oriented transformer approach

Heart Disease Prediction with Machine Learning-Based Approaches

A Review of Metaheuristic Optimization Techniques in Text Classification

An efficient consolidation of word embedding and deep learning techniques for classifying anticancer peptides: FastText+ BiLSTM

Classifying Anticancer Peptides Using Gated Recurrent Unit

Deep learning based hybrid gold index (XAU/USD) direction forecast model

Zeynep Hilal Kilimci Information

University

Position

Asst. Prof. at Department of Information Systems Engineering

Citations(all)

733

Citations(since 2020)

673

Cited By

181

hIndex(all)

14

hIndex(since 2020)

13

i10Index(all)

21

i10Index(since 2020)

16

Email

University Profile Page

Kocaeli Üniversitesi

Google Scholar

View Google Scholar Profile

Zeynep Hilal Kilimci Skills & Research Interests

natural language processing

financial forecasting

deep learning

text mining

speech processing

Top articles of Zeynep Hilal Kilimci

Title

Journal

Author(s)

Publication Date

A novel framework for mispronunciation detection of Arabic phonemes using audio-oriented transformer models

Applied Acoustics

Şükrü Selim Çalık

Ayhan Küçükmanisa

Zeynep Hilal Kilimci

2024/1/10

Migrating Birds Optimization-Based Feature Selection for Text Classification

arXiv preprint arXiv:2401.10270

Cem Kaya

Zeynep Hilal Kilimci

Mitat Uysal

Murat Kaya

2024/1/4

ACP-ESM: A novel framework for classification of anticancer peptides using protein-oriented transformer approach

arXiv preprint arXiv:2401.02124

Zeynep Hilal Kilimci

Mustafa Yalcin

2024/1/4

Heart Disease Prediction with Machine Learning-Based Approaches

Sakarya University Journal of Science

Ayhan Küçükmanisa

Zeynep Hilal Kilimci

2024

A Review of Metaheuristic Optimization Techniques in Text Classification

Cem Kaya

Zeynep Hilal Kilimci

Mitat Uysal

Murat Kaya

2024/4/30

An efficient consolidation of word embedding and deep learning techniques for classifying anticancer peptides: FastText+ BiLSTM

PeerJ Computer Science

Onur Karakaya

Zeynep Hilal Kilimci

2024/2/20

Classifying Anticancer Peptides Using Gated Recurrent Unit

Onur Karakaya

Zeynep Hilal Kilimci

2023/10/26

Deep learning based hybrid gold index (XAU/USD) direction forecast model

Journal of the Faculty of Engineering and Architecture of Gazi University

Onur Kantar

ZEYNEP KİLİMCİ

2023

Heart Disease Detection using Vision-Based Transformer Models from ECG Images

arXiv preprint arXiv:2310.12630

Zeynep Hilal Kilimci

Mustafa Yalcin

Ayhan Kucukmanisa

Amit Kumar Mishra

2023/10/19

An ensemble-based framework for mispronunciation detection of Arabic phonemes

Applied Acoustics

Sükrü Selim Calık

Ayhan Kucukmanisa

Zeynep Hilal Kilimci

2023/9/1

Evaluating raw waveforms with deep learning frameworks for speech emotion recognition

arXiv preprint arXiv:2307.02820

Zeynep Hilal Kilimci

Ulku Bayraktar

Ayhan Kucukmanisa

2023/7/6

Assessing Audio-Based Transformer Models for Speech Emotion Recognition

Ulku Bayraktar

Hasan Kilimci

H Hakan Kilinc

Zeynep Hilal Kilimci

2023/11/23

Detection of Fault from Acoustic Signals in Automobile Engines using Deep Learning Techniques

Kocaeli Journal of Science and Engineering

Fatih Alperen ERDOĞAN

AYHAN Küçükmanisa

Zeynep Hilal KİLİMCİ

2023

A novel transformer-based approach for soil temperature prediction

arXiv preprint arXiv:2311.11626

Muhammet Mucahit Enes Yurtsever

Ayhan Kucukmanisa

Zeynep Hilal Kilimci

2023/11/20

Ensemble regression-based gold price (XAU/USD) prediction

Journal of Emerging Computer Technologies

Zeynep Hilal Kilimci

2022/7/7

Prediction of user loyalty in mobile applications using deep contextualized word representations

Journal of Information and Telecommunication

Zeynep Hilal Kilimci

2022/1/2

The Effectiveness of Homogeneous Classifier Ensembles on Customer Churn Prediction in Banking, Insurance, and Telecommunication Sectors

International Journal of Computational and Experimental Science and Engineering

Zeynep Hilal KİLİMCİ

2022/11/30

Consolidation of Time Series Models for the Prediction of XUTEK Index and Technology Stocks in Istanbul Stock Exchange during Pandemic Period

Kocaeli Journal of Science and Engineering

Zeynep Hilal KİLİMCİ

2022/11/11

A novel deep reinforcement learning based stock price prediction using knowledge graph and community aware sentiments

Turkish Journal of Electrical Engineering and Computer Sciences

Anil Berk Altuner

Zeynep Hilal Kilimci

2022

Deep Learning-Based Pronunciation Detection of Arabic Phonemes

Şükrü Selim Çalik

Ayhan Küçükmanisa

Zeynep Hilal Kilimci

2022/8/8

See List of Professors in Zeynep Hilal Kilimci University(Kocaeli Üniversitesi)

Co-Authors

H-index: 18
Murat Can Ganiz

Murat Can Ganiz

Marmara Üniversitesi

H-index: 14
Selim AKYOKUŞ

Selim AKYOKUŞ

Istanbul Medipol Üniversitesi

H-index: 13
Süleyman Eken

Süleyman Eken

Kocaeli Üniversitesi

H-index: 11
Serdar SOLAK

Serdar SOLAK

Kocaeli Üniversitesi

H-index: 6
Ramazan Duvar

Ramazan Duvar

Kocaeli Üniversitesi

H-index: 6
Ayhan KÜÇÜKMANİSA

Ayhan KÜÇÜKMANİSA

Kocaeli Üniversitesi

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