Journal of Applied Intelligent System

Journal of Applied Intelligent System (JAIS) is published by the Department of Informatics Universitas Dian Nuswantoro Semarang and IndoCEISS, which focuses on research in Intelligent System.

Topics of interest include, but are not limited to:

Biometric, image processing, computer vision, knowledge discovery in the database, information retrieval, computational intelligence, fuzzy logic, signal processing, speech recognition, speech synthesis, natural language processing, data mining, adaptive game AI, smart city technology and framework.


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Vol 9, No 1 (2024): Journal of Applied Intelligent System

Table of Contents

Articles

Implementation of Feature Selection Chi-Square to Improve the Accuracy of the Classification Model Using the Random Forest Algorithm on Coronary Artery Disease
Ida Bagus Satya Mahendra, Tatik Widiharih, Fajar Agung Nugroho, Priyo Sidik Sasongko
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1-7
Utilization Of Principal Component Analysis To Improve Emotion Classification Performance In Text Using Artificial Neural Networks
Mahazam Afrad, Muljono Muljono, Pujiono Pujiono
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8-18
Predicting Gold Price Movement Using Long Short-Term Memory Model
Azaria Beryl Nagata, Moch Sjamsul Hidajat, Dibyo Adi Wibowo, Widyatmoko Widyatmoko, Noorayisahbe Bt Mohd Yaacob
PDF
19-28
Counselor Application Frontend with Personality- matching Using Android-Based K-Means Clustering Algorithm
Ifan Perdana Putra, Eko Hari Rachmawanto, Wellia Shinta Sari, Tri Esti Rahayuningtyas, Choerul Umam, Mahadika Pradipta Himawan, Noorayisahbe Bt Mohd Yaacob
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29-39
Optimization of Yolov5 Hyperparameter Using Adam Optimizer in Vehicle Object Detection
Bambang Irawan, Pulung Nurtantio Andono, Ruri Suko Basuki
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40-50
Optimization Of Neural Network Method Using Chi-Square Feature Selection In Poverty Data Classification
Tresi Aprilia Aprilia
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51-61
Person Re-Identification Using CNN Method With Combination of SVM and Semantic Segmentation
Kristian Adhi Kurniawan, Moch Arief Soeleman
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62-73
Classification Email Spam using Naive Bayes Algorithm and Chi-Squared Feature Selection
Maylinna Rahayu Ningsih, Jumanto Unjung, Habib al Farih, Much Aziz Muslim
PDF
74-87
Completing Sudoku Games Using the Depth First Search Algorithm
Fauzan Maulana Alfany, Christy Atika Sari, Cahaya Jatmoko, Deddy Award Widya Laksana, Candra Irawan, Solichul Huda
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88-100
Analysis of Inter-Subject and Session Variability using Brain Topographic Map
Fachruddin Ari Setiawan, Dio Alif Pradana, Iim Nandang
PDF
101-108
Implementation Of The Base64 Algorithm For Text Encryption And Decryption Using The Python Programming Language
Caroko Aji Pamungkas, Zudha Pratama, Ichwan Setiarso, Mohamed Doheir
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109-121
Data Mining Application Analyzing Customer Purchase Patterns Using The Apriori Algorithm
Moh. Lambang Prayugo, Dibyo Adi Wibowo, Moch. Sjamsul Hidajat, Ery Mintorini, Rabei Raad Ali
PDF
122-135
Naive Bayes Sentiment Analysis Study On Street Boba And Gildak Kediri Consumer Reviews
Cindy Aprilia Wijaya Prasentya, Didik Hermanto, Wana Pramudyawardana Kusuma Negar, Folasade Olubusola Isinkaye
PDF
136-146
Customer Segmentation Using K-Means Clustering with RFM Method (Case Study : PT. Dewangga Travindo Semarang)
Hida Sekar Winaryanti, Heru Pramono Hadi, Eko Hari Rachmawanto
PDF
147-160
Mobile-Based Interactive Learning Media Design Using Augmented Reality Concepts
Natalinda Pamungkas, Bonifacius Vicky Indriyono, Wildan Mahmud, Iqlima Zahari
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161-171
Web-Based Public Street Lighting Complaint Application with Realtime Whatsapp Notification Using Prototype Method in Pemalang Regency
Arifinza Eska Nugraha, Elkaf Rahmawan Pramudya, Abdussalam Abdussalam
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172-183