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All Journal PROSIDING SEMINAR NASIONAL CENDEKIAWAN Jurnal Ilmiah Teknik Elektro
Henry Candra
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Computer Science & IT Control & Systems Engineering Education Electrical & Electronics Engineering Energy

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DETEKSI EMOSI DARI GELOMBANG OTAK MENGGUNAKAN METODE CONVOLUTIONAL NEURAL NETWORKS William Kristianto; Henry Candra
PROSIDING SEMINAR NASIONAL CENDEKIAWAN PROSIDING SEMINAR NASIONAL CENDEKIAWAN 2019 BUKU I
Publisher : Lembaga Penelitian Universitas Trisakti

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.25105/semnas.v0i0.5722

Abstract

Penelitian tentang deteksi emosi dengan menggunakan gelombang otak atau electroencephalography (EEG) telah banyak dilakukan dengan berbagai metode. Salah satu model emosi yang banyak dipakai untuk mengklasifikasikan emosi manusia yaitu dengan membagi emosi ke dalam dua dimensi yaitu dimensi arousal dan valence. Pada penelitian ini diusulkan suatu metode untuk melakukan klasifikasi emosi dengan menggunakan Convolutional Neural Networks (CNN) yang cocok untuk digunakan mengatasi data dengan dimensi yang sangat tinggi seperti EEG. Pada penelitian ini permasalahan overfitting yang terjadi karena kekurangan sampel data EEG berhasil diatasi dengan melakukan proses augmentasi data dengan memanfaatkan ukuran jendela segmentasi efektif sebesar 4 detik. Dari hasil percobaan diperoleh model terbaik dengan akurasi untuk model arousal sebesar 72% dan model valence sebesar 71%,.
PERENCANAAN JARINGAN EVOLUTION DATA OPTIMIZED (EVDO) PADA TELKOM FLEXI AREA JAKARTA Henry Candra; Muhammad Ikhsan Fauzi
Jetri : Jurnal Ilmiah Teknik Elektro Jetri Volume 11, Nomor 1, Agustus 2013
Publisher : Website

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (803.812 KB) | DOI: 10.25105/jetri.v11i1.1685

Abstract

                                                             Abstract The development of high-speed data connection and internet in mobile phones technologies is rapidly growing lately. Certain technology that support the growth of mobile data communication is EVDO system. EVDO offers wireless internet technology for data optimization and internet access with high speed data rate and large capacity. This technology also provides a solution for wireless mobile internet with high performance. EVDO can achieve peak data rates up to 2.45 Mbps on the forward link with the use of 1.25 MHz wide spectrum. This paper discusses Network Evolution Data Optimized (EVDO) plan at Telkom Flexi Jakarta. The area of discussion includes traffic prediction, and coverage area to existing BTS CDMA 2000 1x. Based on the prediction, the number of customers in 2015 for the dense urban areas in Central Jakarta will be 150,000 customers, while in the urban area of West Jakarta will reach 60,000 customers and the local urban areas in North Jakarta will have 60,000 subscribers. The offered traffic in dense urban area North Jakarta is 15,170 Kbps/km2, while in urban area of West Jakarta is 17,455 Kbps/km2, and for the urban area in North Jakarta is 13,473 Kbps/km2. Keywords: EVDO, wireless network, internet access. 
Co-Authors Muhammad Ikhsan Fauzi William Kristianto