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All Journal International Journal of Electrical and Computer Engineering Dinamik Seminar Nasional Aplikasi Teknologi Informasi (SNATI) Transmisi: Jurnal Ilmiah Teknik Elektro JURNAL SISTEM INFORMASI BISNIS JTEV (Jurnal Teknik Elektro dan Vokasional Jurnal Sistem Komputer Perfecting a Video Game with Game Metrics Bulletin of Electrical Engineering and Informatics Jurnal Informatika Jurnal Ilmiah Teknik Elektro Komputer dan Informatika (JITEKI) Prosiding Seminar Nasional Sains Dan Teknologi Fakultas Teknik Bulletin of Electrical Engineering and Informatics Jurnal Ilmiah Kursor Jurnal Algoritma Jurnal Teknologi Telematika : Jurnal Informatika dan Teknologi Informasi Jurnal Teknologi Informasi dan Ilmu Komputer Jurnal Edukasi dan Penelitian Informatika (JEPIN) JUITA : Jurnal Informatika International Journal of Advances in Intelligent Informatics Scientific Journal of Informatics Seminar Nasional Informatika (SEMNASIF) Komunikator ICON-CSE Proceeding SENDI_U Khazanah Informatika: Jurnal Ilmu Komputer dan Informatika Register: Jurnal Ilmiah Teknologi Sistem Informasi ELKOMIKA: Jurnal Teknik Energi Elektrik, Teknik Telekomunikasi, & Teknik Elektronika JURNAL NASIONAL TEKNIK ELEKTRO KLIK (Kumpulan jurnaL Ilmu Komputer) (e-Journal) Bulletin of Electrical Engineering and Informatics Journal of Electrical Technology UMY Format : Jurnal Imiah Teknik Informatika Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) International Journal of Artificial Intelligence Research Journal of Information Technology and Computer Science (JOINTECS) JOURNAL OF INFORMATICS AND TELECOMMUNICATION ENGINEERING INTENSIF: Jurnal Ilmiah Penelitian dan Penerapan Teknologi Sistem Informasi JIKO (Jurnal Informatika dan Komputer) Bina Insani ICT Journal JURNAL MEDIA INFORMATIKA BUDIDARMA Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics, and Control CogITo Smart Journal IT JOURNAL RESEARCH AND DEVELOPMENT Insect (Informatics and Security): Jurnal Teknik Informatika JOURNAL OF APPLIED INFORMATICS AND COMPUTING JURNAL REKAYASA TEKNOLOGI INFORMASI JURNAL TEKNIK INFORMATIKA DAN SISTEM INFORMASI ILKOM Jurnal Ilmiah Jiko (Jurnal Informatika dan komputer) Matrik : Jurnal Manajemen, Teknik Informatika, dan Rekayasa Komputer JSiI (Jurnal Sistem Informasi) CYBERNETICS Krea-TIF: Jurnal Teknik Informatika J-SAKTI (Jurnal Sains Komputer dan Informatika) JURIKOM (Jurnal Riset Komputer) Jurnal Teknik Elektro dan Komputer TRIAC RESISTOR (Elektronika Kendali Telekomunikasi Tenaga Listrik Komputer) Jurnal Ilmiah Mandala Education (JIME) JSI (Jurnal sistem Informasi) Universitas Suryadarma Systemic: Information System and Informatics Journal jurnal teknik informatika dan sistem informasi Jurnal Mantik JISKa (Jurnal Informatika Sunan Kalijaga) Buletin Ilmiah Sarjana Teknik Elektro RADIAL : Jurnal Peradaban Sains, Rekayasa dan Teknologi Mobile and Forensics Jurnal Informatika dan Rekayasa Perangkat Lunak Journal of Robotics and Control (JRC) Jurnal Repositor Respati Indonesian Journal of Electrical Engineering and Computer Science Journal of Innovation Information Technology and Application (JINITA) Reswara: Jurnal Pengabdian Kepada Masyarakat Jurnal Computer Science and Information Technology (CoSciTech) J-SAKTI (Jurnal Sains Komputer dan Informatika) Jurnal Algoritma Techno Jurnal Pengabdian Pada Masyarakat SmartComp Jurnal Informatika: Jurnal Pengembangan IT
Anton Yudhana
Universitas Ahmad Dahlan, Yogyakarta
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Medical Image Classification of Brain Tumors using Convolutional Neural Network Algorithm Alwas Muis; Sunardi Sunardi; Anton Yudhana
JURNAL MEDIA INFORMATIKA BUDIDARMA Vol 8, No 1 (2024): Januari 2024
Publisher : Universitas Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/mib.v8i1.6939

Abstract

Brain tumor is a highly dangerous and deadly disease. It can occur due to the abnormal growth of cells or tissues in the head. Treatment for brain tumor is done with surgery and chemotherapy aimed at killing or destroying the cells that affect the growth process of brain tumor. Diagnosis of brain tumor is done using medical scans such as MRI, CT Scan, and PET Scan by analyzing the resulting images. Another method used to detect brain tumors is through biopsy, which is a process of taking cells or tissue from the body for examination in the laboratory. However, this method takes a long time because the cells taken from the patient will be examined in the laboratory. Therefore, a technique is needed to speed up accurate brain tumor diagnosis in order to obtain quick treatment. Machine learning can solve this problem with the classification of images produced by MRI. The classification technique that can be used is the GoogLeNet architecture in CNN. Because GoogLeNet is the algorithm that won the ImageNet Large Scale Visual Recognition Challenge (ILSVC) in 2014 The purpose of this study is to classify brain images using the GoogLeNet architecture. The dataset used in this study consists of 7023 images, consisting of 6320 images for training the model and 703 for testing the model. The results of this study obtained an accuracy percentage of 96%. This result is higher than previous studies that obtained an accuracy value of 94%.
Temperature and Humidity Control System with Air Conditioner Based on Fuzzy Logic and Internet of Things Furizal, Furizal; Sunardi, Sunardi; Yudhana, Anton
Journal of Robotics and Control (JRC) Vol 4, No 3 (2023)
Publisher : Universitas Muhammadiyah Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.18196/jrc.v4i3.18327

Abstract

Work is an activity that takes most of the day to earn a living and improve the standard of living. During work, many people have to work indoors, which can be a less comfortable and unhealthy place if the temperature and humidity are not well controlled. Unsuitable temperature and humidity conditions can negatively affect the health and comfort of workers, as well as interfere with productivity and work quality. However, the problem that often arises is the difficulty of controlling room temperature and humidity effectively, especially in rooms that are closed and do not get air circulation from outside. Therefore, an effective solution is needed to control the temperature and humidity of the room automatically and remotely via the internet. The contribution of this research is to develop an effective and efficient AC control system in controlling room temperature and humidity using Tsukamoto's Fuzzy Inference System (FIS) method and the Internet of Things (IoT). Tsukamoto's FIS is used to produce AC temperature values in room temperature and humidity control as measured by the DHT22 sensor directly integrated with the ESP32 microcontroller. This control system is monitored remotely using IoT concepts through a mobile application interface. The results of this study show that room temperature can be controlled under normal conditions, with an average change of -1.67°C and an overall average temperature of 25.95°C. While the average humidity is at a value of 80.16% which is included in the Wet set. This suggests that humidity cannot be controlled under normal conditions, so it still requires further development. In addition, it is also necessary to further investigate the effectiveness of the tool in various sizes and more complex layouts of rooms.
Co-Authors Aang Anwarudin Abd. Rasyid Syamsuri Abdul Djalil Djayali Abdul Fadil Abdul Fadil Abdul Fadil Abdul Fadlil Abdul Fadlil Abdullah Hanif Ade Firli Ansyori Adi Permadi Agus Jaka Sri Hartanta Ahmad Azhar Kadim Ahmad Fajar Sidiq Ahmad Ikrom Ahmad Ikrom Ahmad Syahril Mohd Nawi ahmadi, ahwan Ahmadi, Ahwan Akhwandi, Dasef Alameka, Faza Alameka, Faza Aldi Bastiatul Fawait Fawait Alfian Ma’arif Alin Khaliduzzaman Alwas Muis Andhy Sulistyo Andiko Putro Suryotomo Andri Pranolo Anggara Ibnu Sidharta Anggi Rizky Windra Putri Anshori, Ikhwan Anton Satria Prabuwono Anwar Siswanto Ari Peryanto Ari Peryanto Arief Setyo Nugroho Asno Azzawagama Firdaus Asno Azzawagama Firdaus Asra Akrima Aznar Abdillah, Muhamad Azrul Mahfurdz Balza Achmad Belly Apriansyah Bintang, Rauhulloh Noor budi putra Choirul Fajri Darso, Muhammad Daryono Daryono Dasef Akhwandi Deni Murdiani Denny Yoga Pratama Didi Siprian djohar, fahrizal Dwi Susanto Dwi Susanto Dwi Susanto Dzakarasma Tazakka Ma’arij Eka Rahmat B Eko Prianto Eko Prianto Fadlil, Abdul Fadlillah Mukti Ayudewi Fahrizal Djohar Fahrizal Djohar Fathoni, Listya Febri Faza Alameka Faza Alameka Febryansah, M. Iqbal Firdausy, Kartika Fitrah Juliansyah Fitri Anggraini Fitriyanto, Rachmad Frandika Septa Furizal Furizal Furizal Furizal Furizal, Furizal Galih Pramuja Inngam Fanani Habsah Hasan Hartanta, Agus Jaka Sri Herman Herman Herman Herman Herman Hermansa Hermansa H Herwindo Rahadian Hidayat, Lalu Amam Hikmatyar Insani Himawan I Azmi Igo Putra Pratama Iif Alfiatul Mukaromah Ikhsan Sugianto Ikhsan Zuhriyanto Ikhsan Zuhriyanto Ikhsan Zuhriyanto Ikhwan Anshori Ikrom, Ahmad Imam Riadi Imam Riadi Imam Riadi Imam Riadi Imam Riadi Imam Riadi Imam Riadi Imam Riadi Imam Riadi Ivan Triyatno Jafri Din Jaka Dernata Jaka Dernata Jaka Kalbuadi, Dimas Baskoro Kartika Firdausy Kartika Firdausy Kartika Firdausy Kaspul Anwar Kawarul Hawari Ghazali Kgs Muhammad Rizky Alditra Utama Kgs Muhammad Rizky Alditra Utama Kharis Hudaiby Hanif Kiagus Muhammad Rizky Aditra Utama Listya Febri Fathoni Liya Yusrina Sabila Luh Putu Ratna Sundari Lutfatul Kholifah M Rosyidi Djou M Rosyidi Djou M. Rosyidi Djou Mahsun Mahsun Mardi Sugama Mawadati, Siti Miftahuddin Fahmi Miftahus Surur, Miftahus Miko Wardani Mitra Adhimukti Muchamad Kurniawan Muchlas, Muchlas Mudinillah, Adam Muflih, Ghufron Zaida Muh. Fadli Hasa Muhamad Caesar Febriansyah Putra, Muhamad Caesar Febriansyah Muhamad Fahrul Reza Muhamad Rosidin Muhammad Aris Fajar Ilmawan Muhammad Darso Muhammad Irfan Pure Muhammad Kunta Biddinika Muhammad Kunta Biddinika Muhammad Miftahul Amri Muhammad Noor Fadillah Muhammad Noor Fadillah Muhammad Nur Faiz Muhammad Nur Faiz Muhammad Rizki Setyawan Muhammad Sabiq Dzakwan Muhammad Sabiq Dzakwan Muhammad, Khairul Mukaromah, Iif Alfiatul Mushab Al Barra Mushlihudin Mushlihudin Mushlihudin Mushlihudin Mushlihudin, Mushlihudin Mushlihudin, Mushlihudin Nathalie Japkowicz Nurina Umy Habibah Nuryono Satya Widodo Ockhy Jey Fhiter Wassalam Phisca Aditya Rosyady Pratama, Denny Yoga prayudi, Andi Prianto, Eko Priyatno Priyatno Putra, Aji Surya Kurniawan Putra, Marta Dwi Darma Rachmad Fitriyanto Rachmad Very Ananda Saputra Rafal Drezewski Raja Bidin Raja Hassan Rani Rotul Muhima Rauhulloh Ayatulloh Khomeini Noor Bintang Renangga Yudianto Resmi Aini Retnosyari Septiyani Reza, Muhamad Fahrul Rezki Ramdhani Riski Prasongko Yudhi Prasongko Riski Yudhi Prasongko Riski Yudhi Prasongko Rizky Andhika Surya Rosad, Safiq Rusdi Umar Rusydi Umar Rusydi Umar Rusydi Umar Rusydi Umar Sabarudin Saputra Saberi Mawi Safiq Rosad Saifullah, Shoffan Samadri Samadri saputro, tahap Sarjimin Sarjimin Sarjimin Sarjimin Satriya Dwi Putra Satriya Dwi Putra Sefindra Purnama Seno Aji Putra Septa, Frandika Septiyawan Rosetya Wardhana Setiawan Ardi Wijaya Sharipah Salwa Mohamed Sidharta, Anggara Ibnu Sigit Wijaya Siswaya Siswaya Siswaya, Siswaya Siti Helmiyah Siti Helmiyah Siti Helmiyah Son Ali Akbar sri suharti Sri Suharti Sulistyo, Andhy Sunardi - Sunardi Sunardi sunardi sunardi Sunardi, Sunardi Suwanti Suwanti Syahrani Lonang Syaiful Amrial Khoir Syed Abdullah Syinta Brata Tarisno Amijoyo Tiara Widyakunthaningrum Tole Sutikno Tugiman Tugiman Tuska Abe Umar, Rusydi Ummi Syafiqoh Ummi Syafiqoh W, Yunanri Wahidah Mahanani Rahayu Wahyu Prawoto Wahyu Sapto Aji Wardani, Miko Wicaksono Yuli Sulistyo Wicaksono Yuli Sulistyo Wilis Kaswijanti Yofita Sandra, S.Pd., M.Pd., Zico Farlin, Dr. Budiwirman, M.Pd., Yusril Rumagia Zeehaida Mohamed