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Zeynep Hilal Kilimci
Zeynep Hilal Kilimci
Assoc. Prof. at Department of Information Systems Engineering, Kocaeli University
在 kocaeli.edu.tr 的电子邮件经过验证 - 首页
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引用次数
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An improved demand forecasting model using deep learning approach and proposed decision integration strategy for supply chain
ZH Kilimci, AO Akyuz, M Uysal, S Akyokus, MO Uysal, B Atak Bulbul, ...
Complexity 2019 (1), 9067367, 2019
2092019
Deep learning‐and word embedding‐based heterogeneous classifier ensembles for text classification
ZH Kilimci, S Akyokus
Complexity 2018 (1), 7130146, 2018
962018
Sentiment analysis based direction prediction in bitcoin using deep learning algorithms and word embedding models
ZH Kilimci
International Journal of Intelligent Systems and Applications in Engineering …, 2020
462020
A hybrid deep model using deep learning and dense optical flow approaches for human activity recognition
S Tanberk, ZH Kilimci, DB Tükel, M Uysal, S Akyokuş
IEEE Access 8, 19799-19809, 2020
462020
Financial sentiment analysis with Deep Ensemble Models (DEMs) for stock market prediction
ZH Kilimci
Journal of the Faculty of Engineering and Architecture of Gazi University 35 …, 2020
41*2020
The evaluation of word embedding models and deep learning algorithms for Turkish text classification
ZH Kilimci, S Akyokuş
2019 4th International Conference on Computer Science and Engineering (UBMK …, 2019
342019
An efficient word embedding and deep learning based model to forecast the direction of stock exchange market using Twitter and financial news sites: a case of Istanbul stock …
ZH Kilimci, R Duvar
IEEE Access 8, 188186-188198, 2020
322020
The prediction of chiral metamaterial resonance using convolutional neural networks and conventional machine learning algorithms
A Ural, ZH Kilimci
International Journal of Computational and Experimental Science and …, 2021
302021
Financial sentiment analysis for predicting direction of stocks using bidirectional encoder representations from transformers (BERT) and deep learning models
D Othan, ZH Kilimci, M Uysal
Proc. int. conf. innov. intell. technol 2019, 30-35, 2019
262019
The effectiveness of homogenous ensemble classifiers for Turkish and English texts
ZH Kilimci, S Akyokus, SI Omurca
2016 International Symposium on INnovations in Intelligent SysTems and …, 2016
252016
Evaluation of classification models for language processing
ZH Kilimci, MC Ganiz
2015 International Symposium on Innovations in Intelligent SysTems and …, 2015
232015
Higher-order smoothing: a novel semantic smoothing method for text classification
M Poyraz, ZH Kilimci, MC Ganiz
Journal of Computer Science and Technology 29, 376-391, 2014
232014
Comprehensive analysis of forest fire detection using deep learning models and conventional machine learning algorithms
SB Kukuk, ZH Kilimci
International Journal of Computational and Experimental Science and …, 2021
222021
Ensemble regression-based gold price (XAU/USD) prediction
ZH Kilimci
Journal of Emerging Computer Technologies 2 (1), 7-12, 2022
182022
US dollar/Turkish lira exchange rate forecasting model based on deep learning methodologies and time series analysis
H Yasar, ZH Kilimci
Symmetry 12 (9), 1553, 2020
182020
A novel deep reinforcement learning based stock price prediction using knowledge graph and community aware sentiments
AB Altuner, ZH Kilimci
Turkish Journal of Electrical Engineering and Computer Sciences 30 (4), 1506 …, 2022
14*2022
Derin öğrenme yöntemleri ve kelime yerleştirme modelleri kullanılarak Parkinson hastalığının duygu analiziyle değerlendirilmesi
F Cevik, ZH Kilimci
Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi 27 (2), 151-161, 2020
14*2020
Analysis of Parkinson’s disease using deep learning and word embedding models
F Cevik, ZH Kilimci
Academic Perspective Procedia 2 (3), 786-797, 2019
132019
Exploiting Turkish Wikipedia as a semantic resource for text classification
M Poyraz, MC Ganiz, S Akyokuş, B Görener, ZH Kilimci
2012 International Symposium on Innovations in Intelligent Systems and …, 2012
132012
Extended feature spaces based classifier ensembles for sentiment analysis of short texts
ZH Kilimci, SI Omurca
Information Technology and Control 47 (3), 457-470, 2018
122018
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