Výsledky vyhľadávania - "Knowledge Engineering and Data Science"

Performance of Ensemble Classification for Agricultural and Biological Science Journals with Scopus Index Autor Nastiti Susetyo Fanany Putri, Aji Prasetya Wibawa, Harits Ar Rosyid, Agung Bella Putra Utama, Wako Uriu

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A Novel Approach to Defect Detection in Arabica Coffee Beans Using Deep Learning: Investigating Data Augmentation and Model Optimization Autor Ardian, Yusriel, Irawan, Novta Danyel, Sutoko, Sutoko, Astawa, I Nyoman Gede Arya, Purnama, Ida Bagus Irawan, Dwiyanto, Felix Andika

“…Arabica coffee beans have valuable market worth because of their taste and quality, and there are defects like wholly and partially black beans that can lower…”
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Timbre Style Transfer for Musical Instruments Acoustic Guitar and Piano using the Generator-Discriminator Model Autor Nagari, Widean, Santoso, Joan, Setiawan, Esther Irawati

“…Music style transfer is a technique for creating new music by combining the input song's content and the target song's style to have a sound that humans can…”
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Random Forest Algorithm to Measure the Air Pollution Standard Index Autor Setiawan, Ariyono, Wibowo, Untung Lestari, Mubarok, Ahmad, Larasati, Khoirunnisa, Hammad, Jehad A.H

“…This study uses the Random Forest algorithm to measure and predict the Air Pollution Standard Index (APSI) at Blimbing Banyuwangi Airport. Air pollution data,…”
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Optimising the Fashion E-Commerce Journey: A Data-Driven Approach to Customer Retention Autor Fadhila, Hasna Luthfiana, Permadi, Vynska Amalia, Tahalea, Sylvert Prian

“…A fashion e-commerce company offers a wide range of products from domestic and international brands that are popular with young people. However, there has been…”
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Docker Optimization of an Automotive Sector Virtual Server Infrastructure Autor Hernandez, Leonel, Rios, Carlos Eduardo Uc

“…Server virtualization is a powerful strategy for optimizing network infrastructure. It allows multiple virtual servers to run on a single physical server,…”
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Optimizing Malaria Control: Granular and Cost-Effective Mosquito Habitat Index in Endemic Areas Through Satellite Imagery Autor Daulay, Nur Ainun, Putri, Salwa Rizqina, Wijayanto, Arie Wahyu, Wulansari, Ika Yuni

“…Malaria, classified as a tropical disease under the Sustainable Development Goals (SDGs) indicator 3.3, remains a significant global health challenge. In this…”
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Convolutional Neural Network in Motion Detection for Physiotherapy Exercise Movement Autor Laistulloh, Dika Fikri, Handayani, Anik Nur, Asmara, Rosa Andrie, Taw, Phillip

“…Physiotherapy focuses on movement and optimal utilization of the patient's potential. Exercise Therapy is a physiotherapy procedure that specifically focuses…”
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Hybrid Method for User Review Sentiment Categorization in ChatGPT Application Using N-Gram and Word2Vec Features Autor Nisa, Husna Luthfiatun, Ahdika, Atina

“…The rapid development of Artificial Intelligence (AI) has significantly influenced nearly all aspects of life. One AI product widely used by people worldwide…”
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Exploring LSTM-based Attention Mechanisms with PSO and Grid Search under Different Normalization Techniques for Energy demands Time Series Forecasting Autor Pranolo, Andri, Zhou, Xiaofeng, Mao, Yingchi, Pratolo, Bambang Widi, Wibawa, Aji Prasetya, Utama, Agung Bella Putra, Ba, Abdoul Fatakhou, Muhammad, Abdullahi Uwaisu

“…Advanced analytical approaches are required to accurately forecast the energy sector's rising complexity and volume of time series data.  This research aims to…”
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Stacked LSTM-GRU Long-Term Forecasting Model for Indonesian Islamic Banks Autor Sujatna, Yayat, Karno, Adhitio Satyo Bayangkari, Hastomo, Widi, Yuningsih, Nia, Arif, Dody, Handayani, Sri Setya, Kardian, Aqwam Rosadi, Wardhani, Ire Puspa, Rere, L.M Rasdi

“…The development of the Islamic banking industry in Indonesia has become a significant concern in recent years, with rapid growth in the number of banks…”
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Comparison of Machine Learning Algorithms for Species Family Classification using DNA Barcode Autor Riza, Lala Septem, Rahman, M Ammar Fadhlur, Prasetyo, Yudi, Zain, Muhammad Iqbal, Siregar, Herbert, Hidayat, Topik, Samah, Khyrina Airin Fariza Abu, Rosyda, Miftahurrahma

“…Classifying plant species within the Liliaceae and Amaryllidaceae families presents inherent challenges due to the complex genetic diversity and overlapping…”
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Recurrent Session Approach to Generative Association Rule based Recommendation Autor Armanda, Tubagus Arief, Wardhani, Ire Puspa, Akhriza, Tubagus M., Admira, Tubagus M. Adrie

“…This article introduces a generative association rule (AR)-based recommendation system (RS) using a recurrent neural network approach implemented when a user…”
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EEG Classification while Listening to Murottal Al-Quran and Classical Music using Random Forest Method Autor Sumarti, Heni, Septiani, Fahira, Sudarmanto, Agus, Caesarendra, Wahyu, Edison, Rizki Edmi

“…This study is aimed to classify the brain activity of adolescents associated with audio stimuli; murottal Al-Quran and classical music.  The raw data were…”
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Deep Learning Approaches with Optimum Alpha for Energy Usage Forecasting Autor Wibawa, Aji Prasetya, Utama, Agung Bella Putra, Akbari, Ade Kurnia Ganesh, Fadhilla, Akhmad Fanny, Triono, Alfiansyah Putra Pertama, Paramarta, Andien Khansa’a Iffat, Setyaputri, Faradini Usha, Hernandez, Leonel

“…Energy use is an essential aspect of many human activities, from individual to industrial scale. However, increasing global energy demand and the challenges…”
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Evidence of Students’ Academic Performance at the Federal College of Education Asaba Nigeria: Mining Education Data Autor Ojugoa, Arnold Adimabua, Odiakaose, Christopher Chukwufunaya, Emordi, Frances, Ako, Rita Erhovwo, Adigwe, Winifred, Anazia, Kizito Eluemonor, Geteloma, Victor

“…One main objective of higher education is to provide quality education to its students. One way to achieve the highest level of quality in the higher education…”
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The Effect of the Number of Hidden Layers on The Performance of Deep Q-Network for Traveling Salesman Problem Autor Hanif, Benzfica, Larasati, Aisyah, Nurdiansyah, Rudi, Le, Trung

“…The Traveling Salesman Problem (TSP) effectively represents the complex distribution issues encountered by couriers, who must carefully plan a route that…”
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Multivariate Analysis Approach to Factor-Affected Tuberculosis Disease Autor Gultom, Zuli Agustina, Siregar, Farid Akbar, Tanjung, Mahardika Abdi Prawira, Hazidar, Al-Hamidy

“…Tuberculosis is a disease caused by infection with the mycobacterium tuberculosis complex. Tuberculosis attack organ besides the lung, such as the pleura,…”
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Systematic Literature Review on Ontology-based Indonesian Question Answering System Autor Admojo, Fadhila Tangguh, Lajis, Adidah, Nasir, Haidawati

“…Question-Answering (QA) systems at the intersection of natural language processing, information retrieval, and knowledge representation aim to provide…”
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Optimizing random forest algorithm to classify player’s memorisation via in-game data Autor Alzuhdi, Akmal Vrisna, Ar Rosyid, Harits, Chuttur, Mohammad Yasser, Nazir, Shah

“…Assessment of a player's knowledge in game education has been around for some time. Traditional evaluation in and around a gaming session may disrupt the…”
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