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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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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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The Relationship of Pedagogical Practices on Biology Online Learning With Learning Outcomes at High School During The Covid-19 Pandemic
JOURNAL OF BIOLOGY LEARNING
Vol 4
, No 2
(2022)
This study aims to determine the relationship between pedagogic practice of biology online learning and student learning outcomes in class XI SMAN 9 Malang. This research was conducted from 02, October 2021 to 07, October, 2021 at SMAN 9 Malang. This research includes ex post facto research with quantitative research using survey mode with correlation analysis techniques in surveys, information is collected from respondents using questionnaires or questionnaires. Data analysis techniques in t...
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Upaya Mengembalikan Citra Lesehan Malioboro Ditinjau dari Aspek Bauran Pemasaran
Probisnis
Vol 15
, No 2
(2022)
Penelitian ini dilakukan sebagai upaya meningkatkan citra Lesehan Malioboro dari segi bauran pemasaran. Secara khusus menguji pengaruh marketing mix terhadap kepuasan pelanggan warung lesehan di Malioboro Yogyakarta. Variabel bebas dalam penelitian ini adalah marketing mix yang terdiri dari produk, layanan, lokasi dan harga sedangkan kepuasan pelanggan sebagai variabel terikat. Populasi penelitian ini adalah semua orang yang pernah menikmati makanan dan minuman di lesehan malioboro. Teknik sampl...
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Analysis Of Violence Racism In Jordan Peele’s Get Out
RADIANT: Journal of Applied, Social, and Education Studies
Vol 3
, No 2
(2022)
The objective of this study is to find out the violent racism and the process of the main character getting out from the violent racism portrayed in a movie entitled Get Out by Jordan Peele. There are three forms of violence and racism that appeared in the movie according to Johan Galtung journal (1969) such as direct, structural, and cultural. In order to get the objective of the study, the researcher uses the theory of racism and violence with a descriptive qualitative method by Robert K...
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Pengaruh Penggunaan Lembar Kegiatan Peserta Didik Berbasis Model APOS Berbantuan Geogebra Terhadap Keterampilan Berpikir Kritis Matematika
Absis: Mathematics Education Journal
Vol 4
, No 2
(2022)
The purpose of this research is to determine the effect of using student activity sheets based on the Geogebra-assisted APOS model on mathematical critical thinking skills in quadrilateral material in class VII SMP Negeri 1 Bengkulu Selatan. The research design used is a quasi-experimental design with a population of all seventh-grade students at SMP Negeri 1 Bengkulu Selatan. The sample technique research used is a random sampling technique, to obtain a sample group in the activity of 2 classes...
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HUBUNGAN BERMAIN GAME ONLINE DENGAN PERILAKU AGRESIF PADA REMAJA DI SMK BHAKTI PRAJA SLAWI
Bhamada: Jurnal Ilmu dan Teknologi Kesehatan
Vol 13
, No 1
(2022)
Perilaku agresif yang timbul pada remaja terjadi karena beberapa faktor, salah satunya adalah game online. Penelitian ini bertujuan untuk menganalisis hubungan bermain game online dengan perilaku agresif pada remaja di SMK Bhakti Praja Slawi. Penelitian ini menggunakan desain deskripsi kolerasi dengan pendekatan cross sectional. Sampel penelitian ini adalah 82 remaja yang diambil dengan teknik purposive sampling. Berdasarkan hasil analisis kolerasi dengan kendall’s tau b didapatkan p value = 0,0...
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PENGATURAN ORGANISASI KEMASYARAKATAN YANG TERDAFTAR DI KESBANGPOL KABUPATEN BOYOLALI: (Berdasarkan Undang-Undang Nomor 16 Tahun 2017 Tentang Penetapan Peraturan Pemerintah Pengganti Undang-Undang Nomor 2 Tahun 2017 Tentang Perubahan Atas Undang-Undang Nomor 17 Tahun 2013 Tentang Organisasi Kemasyarakatan)
Dinamika Hukum
Vol 11
, No 2
(2022)
This study aims to determine the organization of CBOs registered in theKesbangpol Boyolali regency based on Law Number 16 of 2017. This research isan empirical juridical research that analyzes the problem by integrating legalmaterials (which are secondary data with primary data obtained in the field ).This research was conducted by reviewing the rules and literaturecontaining theoretical concepts which are then linked to the results of fieldinterviews.Research results (1) The implementation of C...
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Gaussian Pyramid Decomposition in Copy-Move Image Forgery Detection with SIFT and Zernike Moment Algorithms
Rahma, Firstyani Imannisa
; Universitas Amikom Yogyakarta
; Utami, Ema
; Universitas Amikom Yogyakarta
; Al-Fatta, Hanif
; Universitas Amikom Yogyakarta
Telematika
Vol 15
, No 1
(2022)
One of the easiest manipulation methods is a copy-move forgery, which adds or hides objects in the images with copies of certain parts at the same pictures. The combination of SIFT and Zernike Moments is one of many methods that helping to detect textured and smooth regions. However, this combination is slowest than SIFT individually. On the other hand, Gaussian Pyramid Decomposition helps to reduce computation time. Because of this finding, we examine the impact of Gaussian Pyramid Decompositio...
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Website-Based Application for Flood Event Prediction Using Machine Learning Method In Cilacap District
Tahyudin, Imam
; Jaya, Faiz Ichsan
; Universitas Amikom Purwokerto
; Faizah, Nur
; Universitas Amikom Purwokerto
Telematika
Vol 15
, No 1
(2022)
Floods are the most common natural disasters, both in terms of their intensity at a place and the num- ber of locations of events in the amount of 40% among other natural disasters. The impact of flooding on the area in general is temporary housing in rural areas caused by flooding in addition to settlement as well as agriculture which can have an impact on the food security of the area and also a national level that is higher than the magnitude of the country. Based on data from the Central Sta...
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