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Menampilkan 2101–2110 dari 3191 artikel
Stacked LSTM-GRU Model for Traffic Anomalies Detection
Alsyaibani, Omar Muhammad Altoumi
; Universitas AMIKOM Yogyakarta
; Utami, Ema
; Universitas AMIKOM Yogyakarta
; Raharjo, Suwanto
; Institut Sains & Teknologi AKPRIND Yogyakarta
; Hartanto, Anggit Dwi
; Universitas AMIKOM Yogyakarta
Telematika
Vol 15
, No 2
(2022)
This study aims to improve the accuracy of the intrusion detection system model. It focused on LSTM and GRU methods proposed by several previous studies. The bidirectional layer was also tested to see if it improves model performance. Dataset used in the study was CIC IDS 2017. The dataset was divided into 3 parts, for training, validation, and testing purposes. Validation data was used to evaluate model performance in every training iteration. It helped to make the model would not overfit the t...
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5 Sitasi
CNN and SVM Combination for Multi-Class Classification of Diabetic Retinopathy Based on Fundus Imaging
Agustin, Tinuk
; STMIK AMIKOM Surakarta
; Purwidiantoro, Moch. Hari
; STMIK AMIKOM Surakarta
; Utami, Ema
; Universitas AMIKOM Yogyakarta
; Fatta, Hanif Al
; Universitas AMIKOM Yogyakarta
Telematika
Vol 15
, No 2
(2022)
Diabetic Retinopathy (DR) is a cause of blindness. Early detection has the potential to save the patient's vision. Reading fundoscopic photos requires more expertise and effort by the ophthalmologist. There are many visual similarities in lesions and only minor differences in the spatial domain. A computer-assisted automatic detection system is needed to assist medical experts in DR diagnosis and can reduce costs. This study proposes a combination method of Convolutional Neural Network (CNN) and...
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An Improved K-NN Algorithm and Bagging for Liver Disease Classification
Wardhani, Anindya Khrisna
; (Scopus ID: 55878271900, Vivekananda Institute of Professional Studies)
; Lakhmudien, Lakhmudien
; Politeknik Rukun Abdi Luhur
; Putri, Astrid Novita
; Universitas Semarang
; Ashour, Salim Fathi Salim
; Elmergib University
Telematika
Vol 15
, No 2
(2022)
The function of the liver is to detoxify toxins in the human body and control cholesterol and fat in the human body. If the liver is damaged, health will be disturbed, even death. A lot of data on the liver disease can be used to predict liver disease. This study aims to improve the accuracy of liver disease classification using K-NN and bagging methods. The experimental results in this study are the bagging method can improve the performance accuracy of the K-NN prediction model even though it...
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SEIHR Model on Spread of COVID-19 and Its Simulation
Rois, Muhammad Abdurrahman
; UIN Walisongo Semarang
; Tafrikan, Mohamad
; Universitas Islam Negeri Walisongo
; Norasia, Yolanda
; Universitas Islam Negeri Walisongo
; Anggriani, Indira
; Institut Teknologi Kalimantan
; Ghani, Mohammad
; Universitas Airlangga
Telematika
Vol 15
, No 2
(2022)
The modified SEIR model of the COVID-19 spread is divided into five compartments: susceptible, exposed, infected, and recovered. Based on the results, two equilibrium points were obtained: the disease-free equilibrium point and the endemic equilibrium point. The existence of an equilibrium point depends on the value of the basic reproduction number R0, as well as on stability. The endemic equilibrium point exists if it is satisfied R0>1. Then, the disease-free equilibrium point is said to be...
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NILAI TAMBAH JAMUR TIRAM CRISPY “DuCrija Mush Chi” (STUDI KASUS IKM ANHAN MEKARSARI DI DESA NGARUM KECAMATAN NGRAMPAL KABUPATEN SRAGEN)
Journal of Agribusiness, Social and Economic
Vol 2
, No 2
(2022)
Jamur tiram crispy adalah makanan ringan berbahan baku jamur tiram dan di produksi oleh IKM Anhan Mekarsari Desa Ngarum Kecamatan Ngrampal Kabupaten Sragen. Tujuan penelitian ini untuk mengetahui biaya, penerimaan, pendapatan, efisiensi dan nilai tambah usaha Jamur Tiram Crispy “DuCrija Mush Chi”. Metode penelitian yang digunakan deskriptif. Metode penentuan lokasi penelitian menggunakan purposive sampling yaitu dipilih dengan pertimbangan dan tujuan tertentu karena IKM Anhan Mekarsari sudah me...
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PENERAPAN KOMPRES DINGIN (ICE GEL) TERHADAP PENURUNAN NYERI LUKA EPISIOTOMI PADA PASIEN POST PARTUM DI RSUD Dr. SOESELO KABUPATEN TEGAL
Bhamada: Jurnal Ilmu dan Teknologi Kesehatan
Vol 13
, No 2
(2022)
This study aims to determine the application of cold compress (ice gel) to reduce episiotomy wound pain in post partum patients at RSUD Dr. Soeselo Tegal Regency. This research method is a descriptive method with the research design being a case study. The results of the case study study with cold compress therapy (ice gel) had a significant influence in reducing the scale of pain in post partum patients with episiotomy wound pain. There was a decrease in the pain scale of the two respondents, n...
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Pelatihan Pertolongan Pertama Pada Kecelakaan (P3K) di UPTD SDN Mekarjaya 11 Depok
Indonesian Journal of Empowerment and Community Service
Vol 3
, No 2
(2022)
Risiko kecelakaan dan berbagai kondisi darurat dapat terjadi di mana saja dan menimpa siapa saja, termasuk para siswa/i di sekolah dasar (SD) sehingga meningkatkan pengetahuan dan memberdayakan setiap warga sekolah untuk dapat melakukan pertolongan pertama jika terjadi kecelakaan dan kondisi darurat di sekolah penting untuk dilakukan. Kegiatan pengabdian masyarakat yang berupa pemberian edukasi dan pelatihan P3K pada siswa/I sekolah dasar ini bertujuan untuk meningkatkan pengetahuan siswa/I tent...
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The Effectiveness of Meniran (Phyllanthus niruri) and Gotu Kola (Centella asiatica) Herbs on Broiler Chicken Performance
Bantara Journal of Animal Science
Vol 4
, No 2
(2022)
This study aims to determine the performance of broiler chickens given Phyllanthus niruri and Centella asiatica extracts. The research was conducted for 32 days at the Animal Husbandry Practice Unit (UPT) of the Karanganyar Animal Husbandry Academy. The material used was 100 broiler Cobb strains aged 4 days, kept in 20 experimental units, each unit consisting of 5 chickens with an average initial weight of 111,08 ± 4.74 g. The first treatment (T0) control, chicken without giving P. niruri and C....
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HUBUNGAN KEMATANGAN EMOSI DENGAN PERILAKU CYBERBULLYING DI SMK N 1 BUMIJAWA
Bhamada: Jurnal Ilmu dan Teknologi Kesehatan
Vol 13
, No 2
(2022)
Keberadaan media sosial bagi remaja dimanfaatkan untuk mencari kesenangan dan tempat melampiaskan perasaan emosional yang dapat memicu munculnya cyberbullying. Penelitian ini bertujuan untuk menganalisis hubungan kematangan emosi dengan perilaku cyberbullying di SMK N 1 Bumijawa. Penelitian ini menggunakan desain korelasional dengan pendekatan cross sectional. Sampel penelitian ini adalah 95 siswa SMK N 1 Bumijawa yang diambil dengan teknik stratified random sampling. Berdasarkan hasil analisis...
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