Search Results - "Hermawan, Arief"

Arc Circularitie Naive Bayes for Occupational Safety Helmet Detection by Rizaldi, Taufiq, Putranto, Hermawan Arief

“…Occupational Safety and Health (OHS) is an effort to guarantee and protect the safety and health of every worker through efforts to prevent work accidents and…”
Get full text

Performance Analysis of Chicken Freshness classification using Naïve Bayes, Decision Tree, and k-NN by Vannya, Regina, Hermawan, Arief

“…Chicken is one of the staple foods that is widely enjoyed by all. To obtain the benefits of chicken meat, the level of freshness becomes one of the main keys…”
Get full text

A Multi-Layer Perceptron Regression and Variant Windowing for Estimating Rainfall Based on Weather Radar Data by Ferdinandus Penalun, Arief Hermawan, Donny Avianto, Arif Pramudwiatmoko

“…Accurate rainfall information is crucial for various applications, including river flow estimation, water resource management, and flood warning system…”
Get full text

Optimization of Hyperparameter K in K-Nearest Neighbor Using Particle Swarm Optimization by Rizki, Muhammad, Hermawan, Arief, Avianto, Donny

“…This study aims to enhance the performance of the K-Nearest Neighbors (KNN) algorithm by optimizing the hyperparameter K using the Particle Swarm Optimization…”
Get full text

CLASSIFICATION OF CUSTOMERS’ REPEAT ORDER PROBABILITY USING DECISION TREE, NAÏVE BAYES AND RANDOM FOREST by Amelia Citra Dewi, Arief Hermawan, Donny Avianto

“…Limited customer information in sales data on e-commerce in Indonesia hinders companies in determining targeted marketing strategies, especially in targeting…”
Get full text

Global Horizontal Irradiance Prediction using the Algorithm of Moving Average and Exponential Smoothing by Syahab, Alfin Syarifuddin, Hermawan, Arief, Avianto, Donny

“…To reduce the discrepancy between the results of the expected data and the actual data, prediction is a procedure that is calculated systematically based on…”
Get full text

Analyze Important Features of PIMA Indian Database For Diabetes Prediction Using KNN by Perdana, Aziz, Hermawan, Arief, Avianto, Donny

“…Diabetes is a chronic, non-communicable disease, and a long-term health condition that affects how the body uses glucose, the type of sugar that gives energy…”
Get full text

Efektifitas Penggunaan Association Rules Mining dalam Personalisasi Website by Priyanto, Edi, Hermawan, Arief, Rianto, Rianto, Avianto, Donny

“…As the usage of the internet grows, more and more information is obtained, thus presenting challenges, especially for users and website owners. Website users…”
Get full text

Klasifikasi Kematangan Pisang Menggunakan Metode Convolutional Neural Network by Hanifah, Afifah Inas, Hermawan, Arief

“…Pisang merupakan tumbuhan asli yang berasal dari kawasan Asia Tenggara dan termasuk dalam genus Musa serta family musaceae. Pisang tumbuh di daerah tropis dan…”
Get full text

Analisis Sentimen Terhadap Dampak Inflasi di Indonesia Menggunakan Metode Multinomial Naïve Bayes by Wijaya, Aldi Tri, Hermawan, Arief

“…Inflasi yang terjadi di seluruh dunia termasuk negara Indonesia mengakibatkan masalah bagi masyarakat maupun negara, terjadinya ketidakstabilan ekonomi negara…”
Get full text

Perbandingan Metode Web Scraping Menggunakan CSS Selector dan Xpath Selector by Rizaldi, Taufiq, Putranto, Hermawan Arief

“…Pemanfaatan data atau berita yang tersebar di internet untuk meningkatkan peluang keberhasilan dalam sebuah usaha melalui analisa trend pasar adalah hal yang…”
Get full text

Prediksi Burnout Pada Programmer Menggunakan Teknik Pengenalan Pola Untuk Identifikasi Dini Dan Intervensi by Saputra, Candra Heru, Hermawan, Arief, Avianto, Donny

“…Burnout atau kelelahan kerja merupakan sebuah fenomena yang sering dihadapi oleh profesional dalam berbagai bidang, termasuk programmer. Dampak negatif dari…”
Get full text

Analisis Sentimen Terhadap Isu Penundaan Pemilu di Twitter Menggunakan Naive Bayes Clasifier by Perdana, Aziz, Hermawan, Arief, Avianto, Donny

“…Penundaan pemilu Indonesia menjadi isu terhangat dan kontroversial baru-baru ini. Isu ini dilontarkan pertama kali oleh ketua umum PKB, Muhaimin Iskandar…”
Get full text

Pengaruh Phrase Detection dengan POS-Tagger terhadap Akurasi Klasifikasi Sentimen menggunakan SVM by Putranto, Hermawan Arief, Setyawati, Onny, Wijono, Wijono

“…Sentiment analysis or opinion mining, which is one of the application of Natural Language Processing (NLP), aims to find a method to facilitate human in…”
Get full text

Implementasi Algoritma Convolutional Neural Network untuk Pendeteksi Objek dalam Rumah pada Mata Rabun by Pramadika Egamo, Arief Hermawan

“…The increased use of laptops and smartphones during the COVID-19 pandemic has led to an increase in the number of people suffering from nearsightedness…”
Get full text

Application of Fuzzy Tsukamoto Method to Rainfall Prediction in Sleman Regency by Panuntun, Rizky Diar, Hermawan, Arief

“…The context of this research is that erratic rainfall can disrupt community activities, especially for traders who want to make sales. In addition, information…”
Get full text

Optimizing Windowing Techniques to Improve the Accuracy of Artificial Neural Networks in Predicting Outpatient Visits by Nurcakhyadi, Fredianto, Hermawan, Arief

“…Hospitals are healthcare institutions that play an important role in providing health services to the community. To optimize the service, hospitals need to…”
Get full text

Implementasi Algortima Naive Bayes Untuk Klasifikasi Kesegaran Buah Jeruk by Firmansyah, Guntur, Hermawan, Arief

Get full text

Sentiment Analysis Based on Tweet Reply at Public Figure Account using Machine Learning and Latent Semantic Analysis by Gumilang, Mukhamad Angga, Puspitasari, Trismayanti Dwi, Putranto, Hermawan Arief, Kholiq, Abdul, Samsudin, Asep

“…Twitter is a social media platform that enables its user to communicate or see various running events online. It also enables everyone to share information…”
Get full text

Implementation of K-Nearest Neighbor For Classify Hate Speech on Twitter by Gumilang, Mukhamad Angga, Dwi Puspitasari, Trismayanti, Wulandari, Franciska, Antika, Elly, Putranto, Hermawan Arief, Samsudin, Asep

“…Twitter is a social networking platform that uses microblogging. A form of social media called microblogging enables individuals to write and publish actions…”
Get full text