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Journal Innovations Computer Science is a peer-reviewed academic journal dedicated to publishing cutting-edge research and developments in the rapidly evolving field of computer science....

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Perbandingan Kinerja Algoritma Machine Learning untuk Prediksi Cuaca di Wilayah Tropis Indonesia: Studi Komparatif Random Forest, SVM, LSTM, XGBoost, dan LightGBM

Nofirman Nofirman, Munawir Munawir, Fegie Yoanti Wattimena (Author)
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  • Nofirman Nofirman: Universitas Prof Dr Hazairin SH, Indonesia.
  • Munawir Munawir: Universitas Bali Internasional Muhammadiyah Bali, Indonesia.
  • Fegie Yoanti Wattimena: Universitas Ottow Geissler, Indonesia.
Pages: 49-68, Views: 11, Downloads: 6, DOI: 10.56347/jics.v5i1.420
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Support Vector Machine and Histogram of Oriented Gradients-Based Classification System for Waste Type Identification

Danendra Satriyohadi Notonegoro, Dadang Iskandar Mulyana (Author)
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  • Danendra Satriyohadi Notonegoro: Sekolah Tinggi Ilmu Komputer Cipta Karya Informatika, Indonesia.
  • Dadang Iskandar Mulyana: Sekolah Tinggi Ilmu Komputer Cipta Karya Informatika, Indonesia.
Pages: 203-212, Views: 633, Downloads: 236, DOI: 10.56347/jics.v4i2.315
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Support Vector Machine-Based Sentiment Analysis of Customer Reviews for Android Smartphone Products on Shopee Marketplace

Lucas Namora Hutauruk, Sri Lestari, Raisah Fajri Aula (Author)
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  • Lucas Namora Hutauruk: Sekolah Tinggi Ilmu Komputer Cipta Karya Informatika, Indonesia.
  • Sri Lestari: Sekolah Tinggi Ilmu Komputer Cipta Karya Informatika, Indonesia.
  • Raisah Fajri Aula: Sekolah Tinggi Ilmu Komputer Cipta Karya Informatika, Indonesia.
Pages: 177-184, Views: 571, Downloads: 380, DOI: 10.56347/jics.v4i2.321
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Optimasi Support Vector Mechine (SVM) Menggunakan K-Means dan K-Medoids untuk Klasterisasi Tema Tugas Akhir

Gaffy Patria (Author)
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  • Gaffy Patria: Sekolah Tinggi Manajemen Informatika Dan Komputer (STMIK) Abulyatama Aceh, Indonesia.
Pages: 94-108, Views: 354, Downloads: 1.429, DOI: 10.56347/jics.v1i2.72
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Implementation of C4.5 Algorithm for Student Satisfaction Analysis on Scout Extracurricular Activities in the Framework of Scout Extracurricular Information System Development at SDN Pondok Bambu 10 & 11

Hanna Sabilla Rifai, Mesra Betty Yel (Author)
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  • Hanna Sabilla Rifai: Sekolah Tinggi Ilmu Komputer Cipta Karya Informatika, Indonesia.
  • Mesra Betty Yel: Sekolah Tinggi Ilmu Komputer Cipta Karya Informatika, Indonesia.
Pages: 254-264, Views: 449, Downloads: 192, DOI: 10.56347/jics.v4i2.338
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Optimization of SMOTE Application for Classification Accuracy of Heart Disease Risk Using Artificial Neural Network

Fauzan Ibnu Sarky, Edhy Poerwandono (Author)
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  • Fauzan Ibnu Sarky: STIKOM Cipta Karya Informatika, Indonesia.
  • Edhy Poerwandono: STIKOM Cipta Karya Informatika, Indonesia.
Pages: 103-110, Views: 506, Downloads: 195, DOI: 10.56347/jics.v4i2.302
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