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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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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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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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Konstruksi Sosial Masyarakat Terhadap Susu Steril Bear Brand Pada Masa Pandemi Covid-19
Lisa, Ayu May
; Universitas Amikom Purwokerto
; Rahmawati, Chandra Hanifah
; Universitas Amikom Purwokerto
; Fadhilah, Alfiyyah Nur Fadhilah Nur
; Universitas Amikom Purwokerto
; Kinasih, Natasya Auza
; Universitas Amikom Purwokerto
; Nurcandrani, Prita Suci
; Universitas Amikom Purwokerto
Aguna: Jurnal Ilmu Komunikasi
Vol 3
, No 2
(2022)
Susu steril Bear Brand diyakini sebagai produk susu yang dipercaya masyarakat dapat meningkatkan daya tahan tubuh sehingga dapat mencegah terjangkitnya virus Covid-19 bahkan membantu penyembuhannya. Susu produksi Nestle ini sempat menjadi trending nasional dengan 15.300 tweet. Penelitian ini bertujuan untuk mengetahui bagaimana konstruksi sosial yang terbentuk di masyarakat mengenai khasiat susu steril Bear Brand sehingga membentuk kepercayaan yang cukup kuat pada masa pandemi Covid-19. Peneliti...
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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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KAJIAN TINGKAT PENGETAHUAN DAN KECEMASAN TERHADAP PANDEMI COVID-19 PADA MASYARAKAT PESISIR DI KECAMATAN MOYO UTARA KABUPATEN SUMBAWA
VISIKES
Vol 21
, No 1
(2022)
Coronavirus Disease 2019 or Covid-19 is an infectious disease caused by a new virus, namely the Coronavirus, which spreads easily and causes a high mortality rate. Knowledge is everything that is known based on human experience itself and knowledge will increase according to the process of experience experienced by individuals. Knowledge is very important for all people to avoid risks such as anxiety, panic and stress during the Covid-19 pandemic. Anxiety is an emotional state that arises when i...
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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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