Muhammad Zarlis
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View article: Development of machine learning for forecasting optimization implemented in morphology plant growth
Development of machine learning for forecasting optimization implemented in morphology plant growth Open
The object of the study is the forecasting and optimizing the plant growth rather. The data distribution at each iteration in the continuous optimization process tends to produce premature convergence because the optimum points are found a…
View article: An Optimization Model for Integrated Warehouse - Inventory - Transportation of a Multi-Echelon Supply Chain
An Optimization Model for Integrated Warehouse - Inventory - Transportation of a Multi-Echelon Supply Chain Open
Efficient supply chain management is crucial for cost reduction and service level optimization in today's competitive business landscape. This study presents a Mixed Integer Linear Programming (MILP) model to integrate warehouse, inventory…
View article: Ambulance integration model in smart city for health services
Ambulance integration model in smart city for health services Open
Smart city is a city built to create efficient, sustainable, fair and livable cities. Increasing the percentage of population survival in standard and emergency times or emergency medical services (EMS) is one of the main pillars of a smar…
View article: Evaluating the impact of graalvm and JVM on mobile banking microservices performance
Evaluating the impact of graalvm and JVM on mobile banking microservices performance Open
This study investigates the implementation of Graal Virtual Machine (GraalVM) in Java Spring Boot microservices for mobile banking applications. Increasing digital banking demand and user growth necessitate systems that can handle high tra…
View article: Performance Level Analysis On Learning Vector Quantization And Cohonen Algorithms
Performance Level Analysis On Learning Vector Quantization And Cohonen Algorithms Open
Biometric identification is an alternative for a security system that consists of physiological characteristics and behavioral characteristics. Physiological characteristics are relatively stable physical characteristics such as fingerprin…
View article: Potential Variables in Pharmaceutical Drug Prediction Research with Machine Learning Approach: A Literature Review
Potential Variables in Pharmaceutical Drug Prediction Research with Machine Learning Approach: A Literature Review Open
View article: Blockchain in Real Estate Investment: A Systematic Review
Blockchain in Real Estate Investment: A Systematic Review Open
View article: Technical Design for Tokenized Real Estate in Indonesia
Technical Design for Tokenized Real Estate in Indonesia Open
View article: A Sharing Economy Architecture for Blockchain-Based Real Estate Tokenization
A Sharing Economy Architecture for Blockchain-Based Real Estate Tokenization Open
View article: Factors Affecting Intention to Make Purchasing Through E-Commerce in Indonesia
Factors Affecting Intention to Make Purchasing Through E-Commerce in Indonesia Open
Electronic commerce, or "e-commerce," is the term used to describe all sales and purchases made using electronic media, mostly websites and applications. With the growth of digital interactions, it is more important than ever to understand…
View article: Determining epidemiological patterns in disease identification using mathematical models on machine learning based multilayer structures
Determining epidemiological patterns in disease identification using mathematical models on machine learning based multilayer structures Open
The object of the study is epidemiological grouping using the SEIR mathematical model on a machine learning-based multilayer network. The problems in this research are related to managing epidemiological data on a large scale to determine …
View article: INDCOMP: A Shiny App for Open Data Repository of the Performance of an Indonesian Company Listed at the Indonesia Stock Exchange
INDCOMP: A Shiny App for Open Data Repository of the Performance of an Indonesian Company Listed at the Indonesia Stock Exchange Open
Investors, practitioners, and stock researchers highly need data related to financial performance to predict a company's financial health condition, which is used as a basis to consider investing in it. The Indonesia Stock Exchange (IDX) w…
View article: Smart agriculture model in detecting oil palm plantation diseases using a convolution neural network
Smart agriculture model in detecting oil palm plantation diseases using a convolution neural network Open
Planning models for sustainable crop care in the context of smart agriculture are complex issues as they involve many factors such as productivity, quality, growth sustainability, workforce use, and information technology use. In this stud…
View article: Optimizing Product Distribution Processes in Online Business Using Data-Driven Models
Optimizing Product Distribution Processes in Online Business Using Data-Driven Models Open
View article: Examining Data Needs and Predictive Models for Broadband Take-Up Ratio Estimation through CRISP-DM and Literature Review
Examining Data Needs and Predictive Models for Broadband Take-Up Ratio Estimation through CRISP-DM and Literature Review Open
This paper aims to examine the data requirements and predictive modeling methodologies for estimating broadband take-up ratio (TUR).The author applies the CRISP-DM approach to define data requirements based on the results of the analysis o…
View article: Ubiquitous-cloud-inspired deterministic and stochastic service provider models with mixed-integer-programming
Ubiquitous-cloud-inspired deterministic and stochastic service provider models with mixed-integer-programming Open
The ubiquitous computing system is a paradigm shift from personal computing to physical integration. This study focuses on the deterministic and stochastic service provider model to provide sub-services to computing nodes to minimize rejec…
View article: Analysis of The Use of Nguyen Widrow Algorithm in Backpropagation in Kidney Disease
Analysis of The Use of Nguyen Widrow Algorithm in Backpropagation in Kidney Disease Open
Fast and accurate diagnosis is very important for kidney disease. This research conducts and analyzes by using Nguyen Widrow Algorithm in Back Propagation method in artificial neural network for kidney disease diagnosis with the aim to imp…
View article: Optimization of the LEACH algorithm in the selection of cluster heads based on residual energy in wireless sensor networks
Optimization of the LEACH algorithm in the selection of cluster heads based on residual energy in wireless sensor networks Open
This research has a research object, namely the optimization of the LEACH (Low-Energy Adaptive Clustering Hierarchy) algorithm in the context of wireless sensor networks. The problem in this research is the imbalance in energy consumption …
View article: Analysis Of The Role Of Blockchain Technology In Recording Motor Vehicle Ownership Data
Analysis Of The Role Of Blockchain Technology In Recording Motor Vehicle Ownership Data Open
The importance of the role of motor vehicles in human life is revealed through its transformation from a tertiary need to a secondary one. In Indonesia, the number of motor vehicles reached 136.191 million units in 2020, prompting the gove…
View article: Air Quality Analysis of the Capitol City in Developing Countries During COVID-19 Emergency Care Based on Internet of Things Data
Air Quality Analysis of the Capitol City in Developing Countries During COVID-19 Emergency Care Based on Internet of Things Data Open
This paper attempts to develop statistical modeling for air-conditioning analysis in Jakarta, Indonesia, during an emergency state of community activity restrictions enforcement (Emergency CARE), using a variety of parameters such as PM10,…
View article: Perancangan Alat Pengukur Kualitas Udara Berbasis Arduino Menggunakan Sensor MQ-135
Perancangan Alat Pengukur Kualitas Udara Berbasis Arduino Menggunakan Sensor MQ-135 Open
Udara merupakan elemen krusial bagi kelangsungan hidup seluruh makhluk di bumi. Kualitas udara yang buruk dapat merugikan kesehatan dan lingkungan. Oleh karena itu, dalam penelitian ini, kami membangun sebuah alat pemantau kualitas udara b…
View article: Mathematical model for optimization in air traffic scheduling management during the COVID-19 pandemic
Mathematical model for optimization in air traffic scheduling management during the COVID-19 pandemic Open
In this paper, the object of the study is determining air traffic scheduling management by optimizing mathematical models. The problem in this study is that the COVID-19 pandemic has significantly disrupted air traffic, resulting in change…
View article: A novel approach to optimizing customer profiles in relation to business metrics
A novel approach to optimizing customer profiles in relation to business metrics Open
Business is very closely related to customers. Each user owns the data, and the data is used to identify cross-selling opportunities for each customer. For example, the type of product or service purchased, the frequency of purchases…
View article: Information Security Evaluation Using Case Study Information Security Index on Licensing Portal Applications
Information Security Evaluation Using Case Study Information Security Index on Licensing Portal Applications Open
There's a lot of cyber attacks going on right now, so the Ministry of Public Works and People's Housing (PUPR) has to get serious about preventing them. One of the information system that contains critical public data need to be secured is…
View article: Optimization of heterogeneous VRP model by considering recharging station using mixed integer programming
Optimization of heterogeneous VRP model by considering recharging station using mixed integer programming Open
Transportation activities require substantial costs: drivers, fuel, vehicle maintenance, vehicle and equipment procurement capital, and administrative activities. In the vehicle routing problem (VRP), all vehicles have the same load capaci…
View article: A novel approach to the development of neural network architecture based on metaheuristic protis approach
A novel approach to the development of neural network architecture based on metaheuristic protis approach Open
Determining the best model for the neural network architecture and how to optimize the architecture with the metaheuristic Protis Approach is a subject of the study. A comprehensive investigation and utilization of metaheuristic methods ar…
View article: Corporate Online Learning as Shared Service Based on ADDIE Model
Corporate Online Learning as Shared Service Based on ADDIE Model Open
View article: Investigating the impact of data scaling on the k-nearest neighbor algorithm
Investigating the impact of data scaling on the k-nearest neighbor algorithm Open
This study investigates the impact of data scaling techniques on the performance of the k-nearest neighbor (KNN) algorithm using ten different datasets from various domains. Three commonly used data scaling techniques, min-max normalizatio…
View article: Hybrid Cryptosystem Analysis RSA Algorithm And Triple DES Algorithm
Hybrid Cryptosystem Analysis RSA Algorithm And Triple DES Algorithm Open
Data security is needed in terms of communication. To guarantee data security, a technique is needed to make data and information called Critography. This study aims to analyze the process of Super Encryption in symmetric and asymmetric cr…
View article: A stochastic approach for evaluating production planning efficiency under uncertainty
A stochastic approach for evaluating production planning efficiency under uncertainty Open
Planning production is an essential component of the decision-making process, which has a direct bearing on the effectiveness of production systems. This study’s objective is to investigate the efficiency performance of decision-maki…