Ara
Toplam kayıt 9, listelenen: 1-9
Rule based entity-relationship diagram modelling
(Işık Üniversitesi, 2022-02-07)
Modern society needs to use database system since they involve many activities that are related to database interaction directly. In this study, entity-relationship modeling using Natural Language Processing techniques is ...
Fingertip electrocardiogram and speech signal based biometric recognition system
(Işık Üniversitesi, 2021-12-27)
Fingertip electrocardiogram and speech signal based biometric recognition system In this research work, we presented a one-dimensional CNN-based person identification system which depends on the combination of both speech ...
A review of LWIC and machine learning approaches on mental health diagnosis
(Işık Üniversitesi Yayınları, 2023-10-25)
Machine learning methods are becoming increasingly popular in data analysis. In the field of mental healthcare, these methods provide support to mental disorder diagnosis. Pennebaker developed a dictionary-based text ...
Machine learning
(Institution of Engineering and Technology, 2020-01-01)
[No abstract available]
Supervised decision making in forex investment using ML and DL classification methods
(Işık Üniversitesi, 2023-07-20)
The suggested trading system offers an approach that takes into account the complexity and high trading volume of the foreign exchange (FX0) market. Its main objective is to address the challenges faced by traders in the ...
A cooperative neural network control structure and its application for systems having dead-zone nonlinearities
(Springer International Publishing Ag, 2022-03)
An adaptive control structure utilizing two feed-forward neural networks (NN) is proposed to deal with systems having unknown nonlinearities. One of the networks is trained to mimic the nonlinear system dynamics. Its ...
Machine learning-based model categorization using textual and structural features
(Springer Science and Business Media Deutschland GmbH, 2022-09-08)
Model Driven Engineering (MDE), where models are the core elements in the entire life cycle from the specification to maintenance phases, is one of the promising techniques to provide abstraction and automation. However, ...
Identification of metabolic correlates of mild cognitive impairment in Parkinson's disease using magnetic resonance spectroscopic imaging and machine learning
(Springer Science and Business Media Deutschland GmbH, 2022-12)
Objective: To investigate metabolic changes of mild cognitive impairment in Parkinson’s disease (PD-MCI) using proton magnetic resonance spectroscopic imaging (1H-MRSI). Methods: Sixteen healthy controls (HC), 26 cognitively ...
A robust Gradient boosting model based on SMOTE and NEAR MISS methods for intrusion detection in imbalanced data sets
(Işık Üniversitesi, 2022-01-18)
Novel technologies cause many security vulnerabilities and zero-day attack risks. Intrusion Detection Systems (IDS) are developed to protect computer networks from threats and attacks. Many challenging problems need to be ...