Comparative performance of machine learning ensemble algorithms for forecasting cryptocurrency prices

V Derbentsev, V Babenko, K Khrustalev, H Obruch… - International Journal of …, 2021 - ije.ir
This paper discusses the problems of short-term forecasting of cryptocurrency time series
using a supervised machine learning (ML) approach. For this goal, we applied two of the …

Flood disaster risk assessment based on random forest algorithm

Z Zhu, Y Zhang - Neural Computing and Applications, 2022 - Springer
With the frequent occurrence of natural disasters, timely warning of flood disasters has
become an issue of concern. This research mainly discusses flood disaster risk assessment …

[PDF][PDF] Design and analysis of hetero dielectric dual material gate underlap spacer tunnel field effect transistor

S Howldar, B Balaji, K Srinivasa Rao - International Journal of Engineering …, 2023 - ije.ir
This paper presents a design and analysis of a Hetero Dielectric Dual Material Gate
Underlap Spacer Tunnel Field Effect Transistor, aiming to enhance device performance and …

Performance analysis of high-k dielectric heterojunction high electron mobility transistor for rf applications

E Radhamma, D Vemana Chary, A Krishnamurthy… - International Journal of …, 2023 - ije.ir
We have designed and simulated a 10-nanometer regime gate High Electron Mobility
Transistor (HEMT) with an undoped region (UR) under the gate with high k dielectric as …

Liver cancer classification using random forest and extreme gradient boosting (XGBoost) with genetic algorithm as feature selection

VS Desdhanty, Z Rustam - 2021 International conference on …, 2021 - ieeexplore.ieee.org
Cancer has become a common cause of death in the world with approximately ten million
deaths every year. Liver cancer is one of the common cancers that can happen to both men …

Design and performance analysis of high-k gate all around fin-field effect transistor

K Rohith Sai, K Girija Sravani, K Srinivasa Rao… - International Journal of …, 2024 - ije.ir
This paper introduces and investigates a symmetrical structural design centered around a
Nanoscale Fin Field-Effect Transistor (Fin-FET). Employing advanced tcad simulation …

[PDF][PDF] Design and Performance Analysis of 6H-SiC Metal-Semiconductor Field-Effect Transistor with Undoped and Recessed Area under Gate in 10nm Technology

A Krishnamurthya, DV Reddyb, E Radhammac… - International Journal of …, 2023 - ije.ir
In this paper, the impact of the undoped and recessed gate structure on the performance of
the silicon carbide metal semiconductor field effect transistor is presented. The importance of …

The cost-based feature selection model for coronary heart disease diagnosis system using deep neural network

E Suryani, S Setyawan, BP Putra - IEEE Access, 2022 - ieeexplore.ieee.org
The development of feature selection models in intelligence systems for the diagnosis of
coronary heart disease has been widely carried out. One of the developments that have …

Fault detection of anti-friction bearing using ensemble machine learning methods

S Patil, V Phalle - International Journal of Engineering, 2018 - ije.ir
Anti-Friction Bearing (AFB) is a very important machine component and its unscheduled
failure leads to cause of malfunction in wide range of rotating machinery which results in …

Fog computing based information classification in sensor cloud-agent approach

A Sutagundar, P Sangulagi - Expert Systems with Applications, 2021 - Elsevier
Sensor Cloud has emerged as a rising technology in removing the barriers of Wireless
Sensor Network. It increases the lifetime of the sensor network by storing all the sensed …