Search Results - "Isa, Sani Muhamad"

Sleep stage classification using extreme learning machine and particle swarm optimization for healthcare big data by Surantha, Nico, Lesmana, Tri Fennia, Isa, Sani Muhamad

“…Recent developments of portable sensor devices, cloud computing, and machine learning algorithms have led to the emergence of big data analytics in healthcare…”
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PersoNet: A Novel Framework for Personality Classification-Based Apt Customer Service Agent Selection by Sandra, Lidia, Prabowo, Harjanto, Gaol, Ford Lumban, Isa, Sani Muhamad

“…Personality classification has garnered significant interest in psychology, computational social science, and Machine Learning (ML) due to its wide-ranging…”
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Money laundering in corruption cases in Indonesia by Isa, Sani Muhamad, Kerta, Johan Muliadi

“…Purpose In the case of money laundering (ML) originating from the predicate crime of corruption, law enforcers find it difficult to prove all or the existence…”
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Personalization of study material based on predicted final grades using multi-criteria user-collaborative filtering recommender system by Murad, Dina Fitria, Heryadi, Yaya, Isa, Sani Muhamad, Budiharto, Widodo

“…The recommender system has gained research attention from education research communities mainly due to two main reasons: increasing needs for personalized…”
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Pneumonia Detection on X-Ray Imaging using Softmax Output in Multilevel Meta Ensemble Algorithm of Deep Convolutional Neural Network Transfer Learning Models by Prasetyo, Simeon Yuda, Nabiilah, Ghinaa Zain, Izdihar, Zahra Nabila, Isa, Sani Muhamad

“…Pneumonia is the leading cause of death from a single infection worldwide in children. A proven clinical method for diagnosing pneumonia is through a chest…”
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Digital Technology: the Effect of Connected World to Computer Ethic and Family by Soewito, Benfano, Isa, Sani Muhamad

“…The development of digital technology such as smartphones, tablets and other gadgets grows very rapidly in the last decade so does the development of mobile…”
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The Impact of Emotion Recognition Models Towards Believability Factor of Chatbots by Sutoyo, Rhio, Warnars, Harco Leslie Hendric Spits, Muhamad Isa, Sani, Budiharto, Widodo

“…Emotionally-aware chatbots are chatbots that are equipped with emotional intelligence. Based on the literature, using emotional elements in chatbots can…”
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Sentiment Analysis in Indonesian Trading using Lexicon-based and Support Vector Machine by Oetama, Raymond Sunardi, Yanfi, Yanfi, Ikhsan Assiddiq U.P, Masagus M., Muhamad Isa, Sani

“…Many individuals now trade online utilizing trading software in the digital world. Binomo is one of Indonesia's most popular trading platforms. This is because…”
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High-Performance and Resource-Efficient IoT-based Sleep Monitoring System by Surantha, Nico, Utomo, Oei Kurniawan, Isa, Sani Muhamad

“…Recently, the number of people who have trouble sleeping is on the rise. It results in an increase in the number of car accidents, lower productivity and a…”
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Application of Service-Oriented Architecture with Middleware at Bank XYZ to Implement the PDAM Payment by Abd. Halim, Sani Muhamad Isa

“…This research presents a significant innovation in the era of digitalization, where Bank XYZ implements service-oriented architecture (SOA) using middleware to…”
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Sleep Monitoring Systems based on Edge Computing and Microservices Caching by Surantha, Nico, Jayaatmaja, David, Isa, Sani Muhamad

“…The rapid development of Internet of Things (IoT) technology has enabled the widespread deployment of health monitoring systems. Traditionally, the health…”
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Low-Resolution Face Recognition for CCTV and Edge-Powered Smart Attendance Systems by Surantha, Nico, Yose, Edward, Isa, Sani Muhamad

“…Attendance systems have become more modern, and one of the biometric systems without physical contact is face recognition. However, many face-based attendance…”
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Cyberbullying classification using text mining by Noviantho, Isa, Sani Muhamad, Ashianti, Livia

“…Cyberbully is a misuse of technology advantage to bully a person. Cyberbully and its impact have occurred around the world and now the number of cases are…”
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Evaluation of time-series database on microservice architecture for health monitoring system by Simanjuntak, Eko, Surantha, Nico, Isa, Sani Muhamad

“…Recently, the research on daily health monitoring using a wearable sensor has been continually evolving. In the future, when this system is actually…”
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Real-time Monitoring System For Sudden Cardiac Death Based On Container Orchestration and Binary Serialization by Surantha, Nico, Wincent, Muhamad Isa, Sani

“…Sudden Cardiac Death (SCD) is happening because the heart stops pumping the blood to the brain, lungs, et cetera, which will cause death within an hour. With…”
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Comparison of Binary Particle Swarm Optimization And Binary Dragonfly Algorithm for Choosing the Feature Selection by Nugroho, Andi, Warnars, Harco Leslie Hendric Spits, Isa, Sani Muhamad, Budiharto, Widodo

“…Artificial life is a living behavior that comes from animals and humans which is currently used as inspiration in making algorithms and is usually used to look…”
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Optimizing Field-Aware Factorization Machine with Particle Swarm Optimization on Online Ads Click-through Rate Prediction by Phangtriastu, Michael Reynaldo, Isa, Sani Muhamad

“…Online advertising industry is grow larger along with the increasing numbers of internet users. To make ads industry to be more efficient, prediction model for…”
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High Availability Analysis with Database Cluster, Load Balancer and Virtual Router Redudancy Protocol by Handoko, Hero, Isa, Sani Muhamad, Si, S., Kom, M.

“…The purpose of this paper is to analyze high availability by using MariaDB Galera Cluster, then the performance will be compared if added load balancer HAProxy…”
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Analysis Students' Graduation Eligibility Using Data Warehouse by Chandra, Edward, Girsang, Abba Suganda, Hadinata, Ryo, Isa, Sani Muhamad

“…Nowadays, most universities have a lot of different ways in considering graduation eligibility for their students. The consideration can use the data which is…”
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Recommendation System for Smart LMS Using Machine Learning: A Literature Review by Murad, Dina Fitria, Heryadi, Yaya, Wijanarko, Bambang Dwi, Isa, Sani Muhamad, Budiharto, Widodo

“…This paper presents the result of Systematic Literature Review (SLR) on Recommender System (RS) topic as a preliminary toward a further study on designing a…”
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