Search Results - "Heryadi, Yaya"

Smart Tourism Recommender System Modeling Based on Hybrid Technique and Content Boosted Collaborative Filtering by Huda, Choirul, Heryadi, Yaya, Lukas, Budiharto, Widodo

“…A recommender system (RecSys) is a smart solution that offers personalized items to users. Utilizing adequate information from historical transactions in the…”
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A tourism dataset from historical transaction for recommender systems by Huda, Choirul, Heryadi, Yaya, Lukas, Budiharto, Widodo

“…The tourism industry has currently grown in various aspects, including the types of attractions, their quantity, and the number of tourist visits in various…”
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Personalization of study material based on predicted final grades using multi-criteria user-collaborative filtering recommender system by Murad, Dina Fitria, Heryadi, Yaya, Isa, Sani Muhamad, Budiharto, Widodo

“…The recommender system has gained research attention from education research communities mainly due to two main reasons: increasing needs for personalized…”
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Question generation model based on key-phrase, context-free grammar, and Bloom’s taxonomy by Wijanarko, Bambang Dwi, Heryadi, Yaya, Toba, Hapnes, Budiharto, Widodo

“…Automated question generation is a task to generate questions from structured or unstructured data. The increasing popularity of online learning in recent…”
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Automatic Detection of Systemic Diseases to Recognize Mpox Virus using GPLNet Based on Skin Lesions by Bintoro, Panji, Zulkifli, Zulkifli, Heryadi, Yaya, Fitriana, Fitriana, Anggista Putri, Nopi, Yana Ayu Andini, Dwi

“…Mpox is a disease like smallpox caused by the Mpox virus (MPXV), which belongs to the Orthopoxvirus (OPXV) group in the Poxviridae family. The virus is…”
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Recent Generative Adversarial Approach in Face Aging and Dataset Review by Pranoto, Hady, Heryadi, Yaya, Warnars, Harco Leslie Hendric Spits, Budiharto, Widodo

“…Many studies have been conducted in the field of face aging, from approaches that use pure image-processing algorithms, to those that use generative…”
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Classification Algorithm Analysis for Breast Cancer by Sukmandhani, Arief Agus, Lukas, Heryadi, Yaya, Suparta, Wayan, Wibowo, Antoni

“…Breast cancer in women is a type of disease that is the main cause of death in women according to world breast cancer data. Therefore, early detection of…”
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End-to-End Steering Angle Prediction for Autonomous Car Using Vision Transformer by Sonata, Ilvico, Heryadi, Yaya, Wibowo, Antoni, Budiharto, Widodo

“…The development of autonomous cars is currently increasing along with the need for safe and comfortable autonomous cars. The development of autonomous cars…”
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Enhanced IPCGAN-Alexnet model for new face image generating on age target by Pranoto, Hady, Heryadi, Yaya, Spits Warnars, Harco Leslie Hendric, Budiharto, Widodo

“…Cross aging face recognition ability will decrease to recognize someone's face after a certain time. Adding synthetics face images at a certain age generated…”
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Pyramid Scene Parsing Net Model for Automated Paddy Field Map using SPOT 6 Satellite Images by Heryadi, Yaya, Irwansyah, Edy, Miranda, Eka, Soeparno, Haryono, Herlawati, Hashimoto, Kiyota

“…Food sustainability is still one of the main priorities for many countries as it contributes to the economy and stability of the nation. For government in many…”
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Comparison of LSTM and Transformer for Time Series Data Forecasting by Sonata, Ilvico, Heryadi, Yaya

“…Time series data is data that is collected periodically and has certain time intervals. Time series data is widely available in the fields of finance,…”
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MARKET SHARE AND CUSTOMER EQUITY MEASUREMENT USING MARKOV CHAIN by Asnan Furinto, Yaya Heryadi, Tri Asih Budiono

“…Various techniques have been developed to measure firm's market share and the return on investment (ROI) of firm's marketing expenditures. However, most of…”
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Learning temporal representation of transaction amount for fraudulent transaction recognition using CNN, Stacked LSTM, and CNN-LSTM by Heryadi, Yaya, Warnars, Harco Leslie Hendric Spits

“…This paper aims to explore deep learning model to learn short-term and long-term patterns from imbalanced input dataset. Data for this study are imbalanced…”
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Weather forecasting using deep learning techniques by Salman, Afan Galih, Kanigoro, Bayu, Heryadi, Yaya

“…Weather forecasting has gained attention many researchers from various research communities due to its effect to the global human life. The emerging deep…”
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Transformer and CNN Comparison for Time Series Classification Model by Sonata, Ilvico, Heryadi, Yaya

“…In real life, many activities are performed sequentially. These activities must be carried out sequentially, such as the assembly process in the manufacturing…”
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A Review on Collaborative Filtering Using Geographical Information by Pohan, Husni Iskandar, Sutoto, Heryadi, Yaya, Prabowo, Harjanto

“…Since the corona pandemic, many internet users have maximized their interactions with the internet to minimize face-to-face meetings. As a result, many…”
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The Impact of the COVID-19 Pandemic in Indonesia (Face to face versus Online Learning) by Murad, Dina Fitria, Hassan, Rosilah, Heryadi, Yaya, Wijanarko, Bambang Dwi, Titan

“…Covid-19 pandemic is an international disaster that is experienced by almost all countries in the world. This has an impact on all lines of the life of each…”
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The Effect of Several Kernel Functions to Financial Transaction Anomaly Detection Performance using One-Class SVM by Heryadi, Yaya, Dandalina

“…Anomalies in data become ubiquitous and often unavoidable. Despite it might be caused by various errors during the data collection or transportation, some…”
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Foreign Exchange Prediction Using Machine Learning Approach: A Pilot Study by Sudimanto, Heryadi, Yaya, Lukas, Wibowo, Antoni

“…Foreign Exchange or FOREX trading is not only done on foreign currencies but, FOREX also can be done on several commodities such as Gold, Silver, Oil. Gold is…”
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Predicting Human Activity with LSTM Face Detection on Server Surveillance System by Nurenie, Alexander, Heryadi, Yaya, Lukas, Suparta, Wayan, Arifin, Yulyani

“…Surveillance server technology was growth with new technology, effective, extra new features, human friendly, and human deals with big amount data, can't view…”
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