Search Results - "Luthfiarta, Ardytha"
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Improving Multi-label Classification Performance on Imbalanced Datasets Through SMOTE Technique and Data Augmentation Using IndoBERT Model
Published in Jurnal nasional teknologi dan sistem informasi (TEKNOSI) Universitas Andalas (16-01-2024)“…Sentiment and emotion analysis is a common classification task aimed at enhancing the benefit and comfort of consumers of a product. However, the data obtained…”
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Journal Article -
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Sistem Rekomendasi Pembelian Smartphone berbasis Algoritma K-Means dan Singular Value Decomposition
Published in Jurnal nasional teknologi dan sistem informasi (TEKNOSI) Universitas Andalas (09-05-2024)“…Perkembangan teknologi informasi yang pesat, memberi dampak pada ketesedian informasi yang berlimpah. Hal ini menjadikan suatu masalah yang disebut kelebihan…”
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Journal Article -
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Analisa Prakiraan Cuaca dengan Parameter Suhu, Kelembaban, Tekanan Udara, dan Kecepatan Angin Menggunakan Regresi Linear Berganda
Published in JOINS (Journal of Information System) (Online) (31-05-2020)“…Kondisi cuaca memiliki kecenderungan berubah, untuk itu badan meteorologi bekerja memprediksi perkiraan cuaca agar dapat memberikan peringatan dini apabila…”
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Journal Article -
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Data-Driven Modeling of Human Development Index in Eastern Indonesia's Region Using Gaussian Techniques Empowered by Machine Learning
Published in Journal of applied geospatial information (Online) (25-11-2023)“…The Human Development Index (HDI) is a statistical measure used to measure and evaluate the progress and quality of human life in a country. For the Government…”
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Journal Article -
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Optimasi Logistic Regression untuk Deteksi Serangan DoS pada Keamanan IoT
Published in Jurnal Eksplora Informatika (Online) (30-03-2024)“…Keamanan perangkat Internet of Things (IoT) merupakan prioritas utama karena potensi risiko kerusakan perangkat dan kebocoran data yang dapat berdampak serius…”
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Journal Article -
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Analisis Sentimen: Pengaruh Jam Kerja Terhadap Kesehatan Mental Generasi Z
Published in Journal of Applied Computer Science and Technology (03-02-2024)“…Mental health is a significant concern in society today, particularly for Generation Z, who are vulnerable to experiencing mental health problems that can…”
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Journal Article -
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PREDIKSI CHURN DAN SEGMENTASI PELANGGAN MENGGUNAKAN BACKPROPAGATION NEURAL NETWORK BERBASIS EVOLUTION STRATEGIES
Published in Techno. Com (01-05-2015)“…Pelanggan merupakan bagian penting dalam memastikan keunggulan dan kelangsungan hidup perusahaan. Oleh karena itu perlu untuk memiliki sistem manajemen untuk…”
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Journal Article -
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INTEGRASI PERINGKAS DOKUMEN OTOMATIS DENGAN ALGORITMA LATENT SEMANTIC ANALYSIS (LSA) PADA PERINGKAS DOKUMEN OTOMATIS UNTUK PROSES CLUSTERING DOKUMEN
Published in Techno. Com (01-08-2014)“…Teknologi pengklasteran dokumen memiliki peran yang signifkan dalam kemajuan teknologi informasi, diantaranya mempunyai peranan penting dalam pengembangan web …”
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Journal Article -
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An unsupervised approach for traffic sign recognition based on bag-of-visual-words
Published in 2016 8th International Conference on Information Technology and Electrical Engineering (ICITEE) (01-10-2016)“…There are many ideas to enhance the safety riding. Advanced Driver Assistance System (ADAS) is a system to help the driver more safety. ADAS has a purpose to…”
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Conference Proceeding -
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Determining The Senior High School Major Using Agglomerative Hierarchial Clustering Algorithm
Published in 2018 International Seminar on Application for Technology of Information and Communication (01-09-2018)“…Determining the senior high school major is still a dilemma for some junior high school students. The selection of high school majors must be tailored to the…”
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Conference Proceeding -
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Implementation of Weighted Naive Bayes Algorithm for Major Determination in Indonesian High School
Published in 2018 International Seminar on Application for Technology of Information and Communication (01-09-2018)“…Major selection for 9 th grade students aim to focus the student on building the skill and passion that they owned. It is also aimed to build the students'…”
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Conference Proceeding -
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Implementation of Neural Network Backpropagation Using Audio Feature Extraction For Classification Of Gamelan Notes
Published in 2018 International Seminar on Application for Technology of Information and Communication (01-09-2018)“…Gamelan consists of several musical instruments including kendang, saron, bonang, panerus, kempul, gender, gambang, kethuk, flute, siter, clempung, slenthem,…”
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Conference Proceeding -
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Classification of Governer's Public Report from SMS LaporGub Using Naive Bayes Classifier Method
Published in 2018 International Seminar on Application for Technology of Information and Communication (01-09-2018)“…Freedom to express people's feeling like complaint is one effort from a governor to improve a public service in Central Java Province. By knowing all…”
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Conference Proceeding -
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Search Engine for Kids with Document Filtering and Ranking Using Naive Bayes Classifier
Published in 2018 International Seminar on Application for Technology of Information and Communication (01-09-2018)“…Search Engines are one of the important facilities used to facilitate users in searching information especially information from web documents available in…”
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Conference Proceeding