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KLASIFIKASI TINGKAT RISIKO KREDIT MENGGUNAKAN METODE NAIVE BAYES DAN FUZZY NA…
Credit is a condition of delivery in the form of goods, money or services from the first party (credit giver) to another party (credit recipient) with a joint agreement to be completed within a certain period of time in return for the additional principal. Customers who apply for credit must meet the conditions set by the bank with the aim of avoiding unexpected possibilities such as bad credit…
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- xiv, 69 hlm.; ilus.; 29 cm
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- T1075152023
TEKNIK SLICE-BASED DAN ARSITEKTUR 2D-DENSE-MOBILENET PADA CITRA 3D CHEST CT-S…
Convolutional neural network (CNN) is a deep learning method that has many layers and requires large data. However, image data sizes that are too large can affect computational performance due to large memory usage. Limited memory can cause CNN not to work optimally. The solution to overcome the large number of data sizes and multiply the data in 3D images to meet the needs of CNN training, nam…
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- xii, 66 hlm.; ilus.; 29 cm
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- T1301462023
KOMPARASI METODE KLASIFIKASI DECISION TREE ALGORITMA C4.5 DAN NAIVE BAYES D…
Heart attack is a heart disorder when the heart muscle does not receive blood flow. This condition interferes with the function of the heart in circulating blood throughout the body. According to WHO in Indonesia in 2021, there are 17.8 million deaths from heart attacks. Therefore, it is quite important to predict someone who has a heart attack so that it can be treated early. In this study, se…
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- xiv, 66 hlm.; ilus.; 29 cm
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- T949982023
APLIKASI PENDEKATAN FUZZY UNTUK PENGOPTIMALAN PORTOFOLIO SAHAM
The capital market has become one of the important factors in the economy of a country, one of which is Indonesia, where the capital market accelerates the movement of the economy by making it easier for companies to develop because they get capital from selling part of their ownership shares to the general public, so that companies have sufficient funding to finance their business. develop the…
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- xiv, 60 hlm.; ilus.; 29 cm
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- T1299982022
ANALISIS KORESPONDENSI UNTUK MENGETAHUI FAKTOR-FAKTOR YANG BERHUBUNGAN DENGAN…
Pagaralam is one of the coffee-producing centers in South Sumatra. Coffee plantations in Pagaralam are people's plantations that have been managed for generations. Good land maintenance is one of the efforts to increase coffee production. This study aims to analyze the factors that have a relationship with net income and the use of reductants in Pagaralam coffee farmers by using correspondence …
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- xii, 87 hlm.; ilus.; 29 cm
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- T848772022
PREDIKSI KEJADIAN HUJAN MENGGUNAKAN METODE FUZZY RANDOM FOREST
The occurrence of rain can hamper human activities, hence the need to predict rainfall events to anticipate the possibility of bad things that will happen. Prediction of rain events is useful in various fields such as transportation, agriculture and industry. In this study using the fuzzy random forest method which is a combination of fuzzy sets and random forest, this method produces good pred…
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- xiv, 52 hlm.; ilus.; 29 cm
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- T1291352023
KOMBINASI ARSITEKTUR UNET-INCEPTION DAN DROPOUT DALAM PROSES SEGMENTASI CITRA…
Brain tumors can be identified by performing image segmentation using a Convolutional Neural Network (CNN) from Magnetic Resonance Imaging (MRI) data. The number of three-dimensional (3D) MRI images is still limited and the data size is large. 3D MRI images are cut into two-dimensional (2D) images to simplify the segmentation process. The widely used CNN architecture in 2D image segmentation is…
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- ix, 53 hlm.; ilus.; 29 cm
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- T899522023
APLIKASI ALGORITMA PARTICLE SWARM OPTIMIZATION (PSO) DALAM RUTE PENGANGKUTAN …
Rubbish is problem which often happen of public, both of city nor of rural. Vehicle Routing Problem (VRP) model can be implemented on the problem of transporting waste in Pulau Semambu Village, Ogan Ilir Regency, South Sumatra. This model is solved using the Particle Swarm Optimization (PSO) Algorithm. Pulau Semambu village consists of 6 Hamlets that have 12 Temporary Disposal Sites (TDS), 1 Fi…
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- xiv, 73 hlm.; ilus.; 29 cm
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- T942592023
KLASIFIKASI DATA KUALITAS UDARA MENGGUNAKAN METODE FUZZY RANDOM FOREST DENGAN…
Air quality has an important role for living things on the surface of the earth, especially for humans, where human health depends on air quality. Therefore, air quality must be kept clean because unclean air will have a negative impact on living things, especially humans. Therefore the purpose of this research is to classify air quality using the fuzzy random forest method with boostrap sampli…
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- xiii, 64 hlm.; ilus.; 29 cm
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- T935782023
PERBANDINGAN ANALISIS KLASTER AGGLOMERATIVE HIERARCHICAL DAN PARTITIONAL DALA…
The government determines provincial priorities in implementing child-friendly city programs. The child-friendly city program is one of the Indonesian government's programs in ensuring the fulfillment of children's rights and protection based on indicators of child-friendly cities. Determining provincial priorities can be done by grouping provinces based on the achievement of indicator coverage…
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- xiv, 64 hlm.; ilus.; 29 cm
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- T942712023
KLASIFIKASI STATUS KESEHATAN JANIN PADA DATA KARDIOTOKOGRAFI MENGGUNAKAN METO…
During pregnancy, a mother must always pay attention to her health, because an unhealthy fetus can threaten the health of pregnant women. It is important to monitor the health condition of the fetus in order to detect any abnormal symptoms in the fetus. Cardiotocography (CTG) is a tool that serves to monitor fetal activity such as fetal heart rate (FHR), uterine contractions (UC), and several t…
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- xi, 58 hlm.; ilus.; 29 cm
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- T949782023
PENERAPAN REDUKSI DIMENSI DENGAN LINEAR DISCRIMINANT ANALYSIS PADA KLASIFIKAS…
Arrhythmia disease is a serious and potentially fatal condition, so detecting this disease early has great significance. However, the dataset in the form of electrocardiogram (ECG) used in the analysis of arrhythmia disease consists of attributes, namely 252 free attributes and 1 label. Thus, 252 signal points are taken which means 1 signals points are taken which means 1 signal has 252 attribu…
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- xii, 65 hlm.; ilus.; 29 cm
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- T1303822023
APLIKASI FUNGSI UTILITAS EKSPONENSIAL PADA DESAIN MODEL TRAFFIC MANAGEMENT PA…
This study aims t0 f0rmulate the C-RAN m0del with a selfish user network by adding an exponential utility function with 3 financing schemes and analyzing the resu1ts to obtain the optimal solution. The data used in this study was taken from one of the local servers in Palembang City (Sriwijaya Polytechnic) which consists of 2 data, namely incoming data (inbound) and outbound data. Then divided …
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- x, 89 hlm.; ilus.; 29 cm
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- T891942023
IMPLEMENTASI METODE DECISION TREE DAN FUZZY DECISION TREE DALAM PENGKLASIFIKA…
Corn is one of the staple food sources and has an important role in the economy because of its various functions, but during the growth period the corn plant is very vulnerable to pests and diseases. Losses due to pests and diseases are not small, some of them can even cause crop failure. Classification is done to help farmers control pests and diseases during the growth period. Detection of pe…
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- xiv, 63 hlm.; ilus.; 29 cm
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- T1071272023
IMPLEMENTASI METODE FUZZY DECISION TREE DALAM PENGKLASIFIKASIAN JENIS PENSIUN…
Retired are people who stops working because of their term is over. In retirement, they wouldn't have monthly income anymore, but they have rights of the company pension fund where their works. PT. Perkebunan Nusantara (PTPN) II is one of the largest state-owned plantation companies that provides guaranteed pension funds to its employees. Employees with normal retirement age at PTPN II are empl…
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- xiv, 53 hlm.; ilus.; 29 cm
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- T1071762023
KLASIFIKASI JENIS MANFAAT PENSIUN DENGAN MENGGUNAKAN METODE FUZZY RANDOM FORE…
Along with the development of various pension benefit types, many people now are starting to choose early retirement. PT Perkebunan Nasional II is one of the plantation companies that provides Old Age Benefit (SHT). With these problems the company needs to prepare sufficient funds for the employees retirement costs. This study purpose to classify the types of retirement benefits based on predic…
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- xiii, 81 hlm.; ilus.; 29 cm
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- T1074702023
KLASIFIKASI TINGKAT RISIKO KREDIT DENGAN MENGGUNAKAN METODE FUZZY RANDOM FORE…
Credit is currently growing very rapidly because it is used as a payment mechanism among the public, but the credit provided does not rule out the possibility of having a high risk. Classifying potential debtors is one way to help reduce credit risk. Credit risk levels are classified in this study using the Fuzzy Random Forest method based on K-Fold Cross Validation Resampling. The University o…
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- xiv, 75 hlm.; ilus.; 29 cm
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- T1266302023
MULTIPLE CORRESPONDENCE ANALYSIS PADA HUBUNGAN FAKTOR-FAKTOR YANG MEMPENGARUH…
Indonesia. Coffee plants that have been around for a long time are the reason why the majority of Pagaralam coffee is old, so it needs proper land management, so that coffee plants can be more productive. The use of reductants as herbicide mixtures has a very positive impact on sustainable agriculture, including weed control in coffee fields. MCA is used to extract information from a two dimens…
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- xi, 47 hlm.; ilus.; 29 cm
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- T1070292023
REDUKSI DIMENSI DENGAN PRINCIPAL COMPONENT ANALYSIS (PCA) PADA KLASIFIKASI PO…
Dimentional reduction is a technique for reducing the number of features in a dataset. Principal Component Analysis (PCA) is a dimensional reduction method that can reduce the features in a dataset without eliminating important information in it. In this study, the aim is to obtain the results of dimension reduction as well as to know the performance results before and after data dimension redu…
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- viii, 56 hlm.; ilus.; 29 cm
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- T1301742023
MODEL IMPROVED INCENTIVE COST INTERNET BERBASIS DEMAND RESPONSE DAN INSENTIF …
The internet incentive cost aims to optimize internet service costs by using internet financing schemes. The internet incentive financing used is the Internet Service Provider (ISP), which is modeled based on the Independent Goods utility function in Improved internet financing using Demand Response and heterogeneous incentives. This model is seen as Mixed Integer Non-Linear Programming and is …
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- xi, 79 hlm.; ilus.; 29 cm
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- T1075182023
PENGELOMPOKAN PROVINSI BERDASARKAN JUMLAH KASUS PENYEBARAN HIV/AIDS TAHUN 202…
HIV / AIDS is one of the most dangerous diseases because it can damage the immune system in humans. In 2021, there were 42,652 HIV/AIDS cases in Indonesia, based on the number of HIV/AIDS cases in women, the number of HIV/ AIDS cases in men, the number of deaths due to AIDS The cumulative number of cases , the number of AIDS cases in the use of drugs Number of new cases of HIV 2021, Number of e…
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- xiii, 40 hlm.; ilus.; 29 cm
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- T942422023
KOMBINASI METODE GAUSSIAN FILTER DAN GAMMA CORRECTION UNTUK PERBAIKAN CITRA P…
The nucleus is an important element in cervical cells that will undergo significant changes if someone is exposed to cervical cancer. Early detection of cervical cancer can be done using pap smear image segmentation by separating the nuclear and cytoplasmic cells. However, the pap smear image from the Zenodo dataset is still not good, so an image improvement process is needed. The image improve…
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- xii, 67 hlm.; ilus.; 29 cm
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- T1347882022
PERBANDINGAN PLOT HASIL SIMPLE DAN MULTIPLE CORRESPONDENCE ANALYSIS PADA HUBU…
Production of coffee in Indonesia ranks fourth largest after rubber, coconut and palm oil. Pagaralam is one of the coffee producers in South Sumatra Indonesia Country, with a production of 20.153 tons and the number of farmers in coffee farming is 9,321 families card. This research aims to represent the variables that are significantly related to the net income of farmers in graphical form usin…
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- xiii, 60 hlm.; ilus.; 29 cm
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- T1074402023
MODEL IMPROVED INSENTIF INTERNET BERBASIS DEMAND RESPONSE DAN INSENTIF HETE…
Internet Service Provider (ISP) is a company or provider that provides consumers with access to the internet and other online media. The improved internet incentive model aims to maximize ISP incentive profits and combining improved reverse charging, demand response and heterogeneous incentive models using perfect substitute utility functions and then compared with the improved internet incenti…
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- xi, 61 hlm.; ilus.; 29 cm
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- T1074912023
MODEL IMPROVED BUNDLING TERHADAP SKEMA PEMBIAYAAN INTERNET MENGGUNAKAN FUNGSI…
In this research, an improved bundle pricing model was established for internet financing schemes based on the utility function of perfect substitute and the utility function of function of bandwidth diminished with increasing bandwidth with the types of financing in the form of flat fees, usage based, and two-part tariffs. The modification model involves a utility function that considers the l…
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- xiv, 68 hlm.; ilus.; 29 cm
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- T960622023
KLASIFIKASI JENIS PENSIUN PEGAWAI PTPN II TAHUN 2012-2019 MENGGUNAKAN METODE …
PTPN II is a company engaged in the mining and plantation sector that provides pension guarantees to its employees. Pension is a program designed to provide income or benefits to a person when he is no longer working or has reached a certain age. This study has two types of pensions, namely normal pensions, which are employees who enter retirement at the age of 55 and 56 years and premature ret…
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- xi, 53 hlm.; Ilus.; 29 cm
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- T938402023
PREDIKSI KEJADIAN HUJAN MENGGUNAKAN METODE ENSEMBLE DENGAN ALGORITMA FUZZY NA…
Precise weather predictions are needed in various fields including agriculture, tourism, aviation, shipping and plantations. The most predictable weather element is rain. This study aims to predict rain events using the ensemble method with fuzzy naïve Bayes, naïve Bayes and decision tree algorithms based on bootstrap resampling. This study uses weather datasets in Australia sourced from the …
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- xiv, 76 hlm.; Ilus.; 29 cm
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- T1107232023
KLASIFIKASI HAMA DAN PENYAKIT TANAMAN JAGUNG MENGGUNAKAN METODE FUZZY NAIVE B…
Jagung berperan penting sebagai salah satu sumber pangan bagi manusia dan hewan. Selain sebagai sumber nutrisi, jagung juga memiliki manfaat yang sangat banyak. Kualitas tanaman jagung harus diperhatikan agar mengurangi resiko jagung terserang hama dan penyakit. Oleh karena itu perlu dilakukan pengklasifikasian terhadap hama dan penyakit yang menyerang tanaman jagung supaya petani dapat mengend…
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- xviii, 79 hlm.; Ilus.; 29 cm
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- T1070322023
KLASIFIKASI KUALITAS UDARA DKI JAKARTA BERDASARKAN INDEKS STANDAR PENCEMAR UD…
Good air quality will bring good things as well as polluted air will also give things that are not good for living things. Air quality is affected by many things, including human activity itself which can cause unhealthy air quality. If this goes on continuously without proper handling it can have various adverse effects on humans. DKI Jakarta is one of the cities that has an alarming air condi…
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- xiv, 50 hlm.; Ilus.; 29 cm
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- T1072082023
ESTIMASI JUMLAH PENDUDUK PROVINSI SUMATERA SELATAN BERDASARKAN JENIS KELAMIN …
To reduce the negative impact of population growth that is not controlled, then the solution that can be done is population projections. This study aims to from the Exponential trend equation and Parabolic to estimate the population of South Sumatra Province based on gender. From the research results, the equation is obtained the Exponential trend for the male gender is y=4082700(1.0136)^x, Exp…
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- xiii, 39 hlm.; ilus.; 29 cm
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- T1077482023
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