Arian Dhini

Arian Dhini
University of Indonesia | UI · Department of Industrial Engineering

Doctor of Engineering

About

34
Publications
2,804
Reads
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258
Citations
Additional affiliations
January 2015 - June 2020
University of Indonesia
Position
  • PhD Student
January 2013 - June 2014
Monash University (Australia)
Position
  • PhD Student
March 2008 - present
University of Indonesia
Position
  • Lecturer

Publications

Publications (34)
Article
Full-text available
In Indonesia, the purchase and sale of used vehicles is a common practice. The valuation of a used vehicle is influenced by several factors, making it challenging to determine an appropriate selling price. To address this issue, this study employs a stacked generalization (stacking) algorithm to integrate Machine Learning (ML) techniques that have...
Conference Paper
In recent years, technological progress has changed the way of delivering health services. Telemedicine may solve geographical problems, connecting patients and doctors remotely using technological support. Limited healthcare facilities and unequal distribution of health workers have become major problems, especially in developing countries. The CO...
Article
Full-text available
Technology advancement has developed a shift perception towards better service from internet providers, and the power to move easily to another provider to secure improved quality results in customer churn. Internet service providers must detect the risk of churn at the earliest opportunity if they want to retain their customers. This study aimed t...
Article
A fast and reliable fault diagnosis system for a steam turbine in thermal power plant is crucial. The system will detect and classify a potential or occurring fault, hence suitable precautions steps will be correctly determined, and unplanned breakdown will be prevented. This study proposes a new application of extreme learning machine-radial basis...
Article
Full-text available
A power transformer is a critical piece of equipment in a power plant for distributing electricity, and it experiences thermal and electrical stresses during operation. Dissolved gas analysis (DGA) remains one of the most effective techniques to monitor the health of oil-filled transformers. Some traditional approaches for interpreting DGAs have be...
Conference Paper
Rapid development in technological aspect resulting in growing level of human needs for the latest news, so that emerged a new trend of publishing and accessing news through online media or usually called online journalism. In addition, the number of people who sell and purchase through online sites also continues to increase and this opportunity i...
Conference Paper
The advance of internet usage in Indonesia gives positive impact on the development of e-commerce in Indonesia where 63.5% of internet users have made online transactions. Along with e-commerce B2C growth in Indonesia, firm needs for an effective promotional strategy to understand the preferences and potential purchases for each consumer to increas...
Article
Full-text available
Accurate forecasting of consumer demand for goods is extremely important as it allows companies to provide the right amount of goods at the right time. Autoregressive integrated moving average (ARIMA) is a popular method for forecasting time series data, and previous studies have shown that ARIMA can produce fairly accurate forecasting results. On...
Article
The advancement of science and technology plays an important role in enhancing the international competitiveness of a nation. One of the indicators for measuring the advancement in science and technology of a nation is the amount of research that is published in international journals. In order to improve the quantity and quality of research public...
Article
There is a necessity for a research centre to identify its main research theme and its subject linkages. On the other hand, rapid growth in the number of scientific publications has raised extensive data issues. Thus, it is difficult to detect the main subject and its relationships using traditional methods. Some quantitative methods in data mining...
Article
Most classical scheduling approaches deal with single products, single machines, and static manufacturing environments. In real-world manufacturing systems, however, scheduling can be assigned for multi-item production on multimachines in a dynamic environment in which unexpected new orders may be received. This paper focuses on scheduling problems...
Article
Classification and regression tree (CART) has been widely used in data mining to solve classification and prediction problems. In this paper, we propose a novel numerical ant-colony decision tree (nACDT) algorithm that combines CART with ant-colony optimisation (ACO). The combination works not only in inducing decision trees but also in incorporati...
Article
Vehicle Routing Problems (VRP) play an important role in distribution management that aims to minimize transportation cost and the number of vehicles. Vehicle routing and scheduling of pick up problem is a complex problem so that appropriated method to produces the optimal solution of it is needed. Many methods can be used to solve these kinds of p...

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