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Keywords: "Prediction"

Development of a Financial Prediction System Based on Machine Learning: A Case Study on Financial Data Management Using Time Series Analysis

Authors: Davy Jonathan, Memed Saputra

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Davy Jonathan: Raharja University
Memed Saputra: Universitas Primagraha
Pages: 1187-1198
DOI:  10.35870/ijsecs.v5i3.5052
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K-Nearest Neighbor for Gorontalo City Chili Price Prediction Using Feature Selection, Backward Elimination, and Forward Selection

Authors: Abdul Yunus Labolo, Siti Andini Utiarahman, Mohamad Efendi Lasulika, Ivo Colanus Rally Drajana, Andi Bode

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Abdul Yunus Labolo: Universitas Ichsan Gorontalo
Siti Andini Utiarahman: Universitas Ichsan Gorontalo
Mohamad Efendi Lasulika: Universitas Ichsan Gorontalo
Ivo Colanus Rally Drajana: Universitas Pohuwato
Andi Bode: Universitas Ichsan Gorontalo
Pages: 261-269
DOI:  10.35870/ijsecs.v3i3.1709
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Optimizing E-commerce Inventory to prevent Stock Outs using the Random Forest Algorithm Approach

Authors: Achmad Ridwan, Ully Muzakir, Safitri Nurhidayati

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Achmad Ridwan: Universitas Muhammadiyah Kudus
Ully Muzakir: Universitas Bina Bangsa Getsempena
Safitri Nurhidayati: Universitas Muhammadiyah Berau
Pages: 107-120
DOI:  10.35870/ijsecs.v4i1.2326
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Forecasting Chili Prices in Metro City Using Long Short-Term Memory (LSTM)

Authors: Gusti Made Gunadi, Andreas Perdana

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Gusti Made Gunadi: Universitas Dharma Wacana
Andreas Perdana: Universitas Dharma Wacana
Pages: 215-225
DOI:  10.35870/ijsecs.v5i1.3526
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Application of Decision Tree Method for Sales Prediction at PT. Cipta Naga Semesta (Mayora Group) North Jakarta for 2023

Authors: Richardviki Beay, Frencis Matheos Sarimole

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Richardviki Beay: Sekolah Tinggi Ilmu Komputer Cipta Karya Informatika
Frencis Matheos Sarimole: Sekolah Tinggi Ilmu Komputer Cipta Karya Informatika
Pages: 943-952
DOI:  10.35870/ijsecs.v4i3.2999
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Implementation of the Hybrid ARIMA-LSTM Model for Gold Price Prediction Based on Yahoo Finance Data

Authors: Talitha Hananta Nurendasari, Gentur Wahyu Nyipto Wibowo, Harminto Mulyo

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Talitha Hananta Nurendasari: Universitas Islam Nahdlatul Ulama Jepara
Gentur Wahyu Nyipto Wibowo: Universitas Islam Nahdlatul Ulama Jepara
Harminto Mulyo: Universitas Islam Nahdlatul Ulama Jepara
Pages: 1148-1154
DOI:  10.35870/ijsecs.v5i3.5560
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A Comparative Analysis of Support Vector Machine and Artificial Neural Network Methods for Predicting Vocational High School Student Graduation

Authors: Didin Sahrudin, Ferhat Aziz, Choirul Basir

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Didin Sahrudin: Universitas Pamulang
Ferhat Aziz: National Research and Innovation Agency
Choirul Basir: Universitas Pamulang
Pages: 1350-1361
DOI:  10.35870/ijsecs.v5i3.5742
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Application of Random Forest Method in Predicting Chronic Obstructive Pulmonary Disease (COPD)

Authors: Muhhamad Fatkhurridlo Mahendra, Nur Aeni Widiyastuti, Sarwido Sarwido

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Muhhamad Fatkhurridlo Mahendra: Universitas Islam Nahdlatul Ulama Jepara
Nur Aeni Widiyastuti: Universitas Islam Nahdlatul Ulama Jepara
Sarwido Sarwido: Universitas Islam Nahdlatul Ulama Jepara
Pages: 1133-1140
DOI:  10.35870/ijsecs.v5i3.5551
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Optimization of Employee Burnout Prediction Using Explainable Boosting Machine, Long Short-Term Memory, and Extreme Gradient Boosting Methods in Human Resource Management at PT. XYZ

Authors: Syahrul Kahfi, Sudarno Wiharjo, Abu Khalid Rivai

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Syahrul Kahfi: Universitas Pamulang
Sudarno Wiharjo: Universitas Pamulang
Abu Khalid Rivai: Universitas Pamulang
Pages: 1083-1094
DOI:  10.35870/ijsecs.v5i3.5772
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Optimizing the 2024 Governor Election Quick Count with Extreme Gradient Boosting (XGBoost) to Increase Voting Prediction Accuracy

Authors: I Wayan Gede Suacana, Didik Suhariyanto, Ferdinant Nuru

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I Wayan Gede Suacana: Warmadewa University
Didik Suhariyanto: Universitas Bung Karno
Ferdinant Nuru: Sekolah Tinggi Ilmu Ekonomi Bukit Zaitun Sorong
Pages: 91-106
DOI:  10.35870/ijsecs.v4i1.2286
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Stunting Prediction in Toddlers Using the K-Nearest Neighbor (KNN) Method Based on a Web Application at Batealit Community Health Center, Jepara

Authors: Lisa Falichatul Ibriza, Gentur Wahyu Nyipto Wibowo, Teguh Tamrin

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Lisa Falichatul Ibriza: Universitas Islam Nahdlatul Ulama Jepara
Gentur Wahyu Nyipto Wibowo: Universitas Islam Nahdlatul Ulama Jepara
Teguh Tamrin: Universitas Islam Nahdlatul Ulama Jepara
Pages: 1141-1147
DOI:  10.35870/ijsecs.v5i3.5553
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Classification of Potential Tsunami Disaster Due to Earthquakes in Indonesia Based on Machine Learning

Authors: Eri Mardiani, Nur Rahmansyah, Sari Ningsih, Dhieka Avrilia Lantana, Nabila Puspita Wulandana, Azzaleya Agashi Lombu, Sisca Budyarti

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Eri Mardiani: Nasional University
Nur Rahmansyah: Politeknik Negeri Media Kreatif
Sari Ningsih: Nasional University
Dhieka Avrilia Lantana: Nasional University
Nabila Puspita Wulandana: UPN Veteran Jakarta
Azzaleya Agashi Lombu: UPN Veteran Jakarta
Sisca Budyarti: UPN Veteran Jakarta
Pages: 13-23
DOI:  10.35870/ijsecs.v4i1.2084
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Stock Portfolio Analysis with Machine Learning Algorithmic Approach for Smart Investment Decisions

Authors: Munawir, Upik Sri Sulistyawati

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Munawir: Institut Teknologi dan Bisnis Muhammadiyah Bali
Upik Sri Sulistyawati: Institut Teknologi dan Bisnis Muhammadiyah Bali
Pages: 860-870
DOI:  10.35870/ijsecs.v4i3.2606
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Risk Analysis of Autonomous Vehicle Accidents Using Bayesian Simulation with Statistical and Visual Data

Authors: Yesy Simanjuntak, Rani Indah Sari, Peter Tymoty Hutabarat, Suvriadi Panggabean

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Yesy Simanjuntak: State University of Medan
Rani Indah Sari: State University of Medan
Peter Tymoty Hutabarat: State University of Medan
Suvriadi Panggabean: State University of Medan
Pages: 1339-1349
DOI:  10.35870/ijsecs.v5i3.5781
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Data Transfer Security in IoT Communication Based on Attribute-Based Cryptography

Authors: Adel Abidullah, Khoshal Rahman Rahmani, Wali Mohammad Wadeed, Musawer Hakimi

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Adel Abidullah: Kunduz University
Khoshal Rahman Rahmani: Kunduz University
Wali Mohammad Wadeed: Kunduz University
Musawer Hakimi: Samangan University
Pages: 553-565
DOI:  10.35870/ijsecs.v4i2.2887
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Apache Spark for Business and Financial Data Engineering: A Systematic Literature Review

Authors: Ahmad Bilal Almagribi, Bambang Purnomosidi Dwi Putranto

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Ahmad Bilal Almagribi: Universitas Teknologi Digital Indonesia
Bambang Purnomosidi Dwi Putranto: Universitas Teknologi Digital Indonesia
Pages: 1307-1321
DOI:  10.35870/ijsecs.v5i3.5419
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Predicting Consumer Demand Based on Retail Stock Using the K-Nearest Neighbors Algorithm

Authors: Anindya Putri N.A, Wahyu Hadikristanto, Edora

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Anindya Putri N.A: Universitas Pelita Bangsa
Wahyu Hadikristanto: Universitas Pelita Bangsa
Edora: Universitas Pelita Bangsa
Pages: 523-534
DOI:  10.35870/ijsecs.v4i2.2865
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Android-Based Inventory System for Sitayu Paint Shop to Optimize Goods Management

Authors: Muhamad Alda, Silvi Indryani, Diah Ayu Rina Sari, Tasya syalsabilla, Maulidya Putri Kinanti Ritonga

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Muhamad Alda: Universitas Islam Negeri Sumatera Utara
Silvi Indryani: Universitas Islam Negeri Sumatera Utara
Diah Ayu Rina Sari: Universitas Islam Negeri Sumatera Utara
Tasya syalsabilla: Universitas Islam Negeri Sumatera Utara
Maulidya Putri Kinanti Ritonga: Universitas Islam Negeri Sumatera Utara
Pages: 280-289
DOI:  10.35870/ijsecs.v5i1.3584
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Prediction of Five Elements Imbalance and Acupuncture Point Recommendations Using Health-LLM Agent Method for Symptom Diagnosis Based on Traditional Chinese Medicine (TCM) Theory at Acumastery Clinic

Authors: Iwan Muttaqin, Arya Adhyaksa Waskita, Choirul Basir

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Iwan Muttaqin: Universitas Pamulang
Arya Adhyaksa Waskita: Universitas Pamulang
Choirul Basir: Universitas Pamulang
Pages: 1095-1104
DOI:  10.35870/ijsecs.v5i3.5775
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Sentiment Analysis of Social Media X Users Towards Legislators Engaged in Online Gambling Using Naïve Bayes Algorithm

Authors: Vivi Nurmaylina, Yuma Akbar

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Vivi Nurmaylina: Sekolah Tinggi Ilmu Komputer Cipta Karya Informatika
Yuma Akbar: Sekolah Tinggi Ilmu Komputer Cipta Karya Informatika
Pages: 1128-1136
DOI:  10.35870/ijsecs.v4i3.3079
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Abstract
Implications of Deep Learning for Stock Market Forecasting

Authors: Supendi, Devi Kumala, Maria Lusiana Yulianti

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Supendi: Universitas Linggabuana PGRI Sukabumi
Devi Kumala: Universitas Muhammadiyah Aceh
Maria Lusiana Yulianti: Universitas Winaya Mukti
Pages: 68-80
DOI:  10.35870/ijsecs.v4i1.2281
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