Nazrul Effendy

Intelligent and Embedded System (InESys) Research Group
Associate Professor, Consultant, Instructor, Trainer, and Researcher

Department of Engineering Physics, Universitas Gadjah Mada

Shinoda Laboratory, Computer Science Dept, Tokyo Institute of Technology

Department of Control and Computer Engineering, Polytechnic University of Turin

Google
Web This site

Education and Experience

Nazrul received the B.Eng. degree in Instrumentation Engineering and the M.Eng. degree in Electrical Engineering from Universitas Gadjah Mada, in 1998, and 2001, respectively. He received the PhD degree from the doctoral sandwich program between the electrical engineering graduate program, International School of Engineering, Chulalongkorn University, Thailand and the graduate School of Information Science and engineering, Tokyo Institute of Technology in 2009. During the PhD program, he conducted research in Chulalongkorn University, in Furui Lab (Speech Information Processing and Human Computer System) and in Shinoda Lab (Pattern Recognition and its Application to Real Word), Department of Computer Science, Tokyo Institute of Technology, Japan. His advisors for the PhD program were Assoc. Prof. Dr. Somchai Jitapunkul (Chulalongkorn University) and Prof. Dr. Sadaoki Furui (Tokyo Institute of Technology). Currently, he is an associate Professor, the coordinator of the Intelligent and Embedded System Research Group (InESys), and the head of Computation Laboratory at Department of Nuclear Engineering and Engineering Physics, Faculty of Engineering, Universitas Gadjah Mada. Since 2012, he joined integrated, smart and green building research group (insgreeb). He became a visiting scholar at the machine Learning and Intelligent OptimizatioN (LION) Laboratory, Department of Information Engineering and Computer Science, Trento University, Trento, Italy in November 2013, a visiting scholar at the Instrumentation, Control and Embedded System (ICES) research group, School of Engineering and Digital Arts, University of Kent, Canterbury, United Kingdom in October-November 2011, a research fellow at Department of Control and Computer Engineering, Polytechnic University of Turin, Italy in 2010 and 2011 and a visiting researcher in Shinoda Lab, Tokyo Institute of Technology, Japan in 2009. Nazrul and his team at InESys, UGM were awarded one of the top 10 posters in the Artificial intelligence Innovation Summit (AIIS) 2021. Nazrul was a member of International Speech Communication Association (ISCA) during 2004-2006. He is the member of Indonesian Association of Pattern recognition, Indonesian Society for Soft Computing, Indonesian Artificial Intelligence Society, Association for Smarter Homes & Buildings (ASHB), International building performance simulation association (IBPSA), International Association for Pattern Recognition (IAPR), International Association of Engineers (IAENG), and Institution of Engineers Indonesia (Persatuan Insinyur Indonesia, PII). He chaired the conference on Applied Science for TECHnology inNOVAtion (ASTECHNOVA) 2012 and the 2014 workshop of Indonesian Society of Engineering Physics. 

His research interests include artificial intelligences, Internet of Things (IoT), instrumentation, measurements, control, speech processing and recognition, pattern recognition, and their applications such as in industry, medical instrumentation, green building, nuclear reactor etc. Besides Engineering, he is also interested to study about medicine, psychology and management.

He became the the HSE and facility manger at Department of Nuclear Engineering and Engineering Physics, Faculty of Engineering, Universitas Gadjah Mada (2016-2019), head of Computing Laboratory at Department of Nuclear Engineering and Engineering Physics, Faculty of Engineering, Universitas Gadjah Mada (2016-2019), the manager of student affairs, research and community service, Faculty of Engineering, Universitas Gadjah Mada(July 2014 - Jan 2016), the chairman of Engineering Physics Study Program, Department of Engineering Physics, Faculty of Engineering, Universitas Gadjah Mada(2007-2010), the chairman of ICT team, Department of Engineering Physics, Faculty of Engineering, Universitas Gadjah Mada(2008-2010), the chairman of procurement team, Department of Engineering Physics, Faculty of Engineering, Universitas Gadjah Mada(2008-2009, 2012-2014), the leader ('lurah') of Indonesian community in Japan International Cooperation Agency (JICA) - Tokyo International Center (TIC) (Dec 2005-July 2006), and the president of Indonesian Moslem Society in Thailand (Feb 2004-May 2005).

He is the Author of "Engineering Mathematics I" (2013, in Indonesian) and the Co-author of "Computer Graphics using Borland C++ Builder Professional" (Grafika Komputer dengan Borland C++ Builder Professional) (Graha Ilmu, 2010) (in Indonesian).

Here is his complete CV (CV in Indonesian), CV Effendy AI & IoT

Address

Department of Nuclear Engineering and Engineering Physics, Faculty of Engineering
Universitas Gadjah Mada
Jl. Grafika 2, Jogjakarta, Indonesia

Email: nazrul AT ugm dot ac dot id (non-standard form used to prevent spam)
Telephone: Office +62-274-580882

Research

Publications

Books:

  1. Dian Irawati, Fajar Santoso Hutahaean, Muhammad Nur Fajri Alfata, Azis Fatihah Sangadji, Beny Yonter Forman Nahampun, Heidi Aisha, Bagus Ginanjar Dwi Putra, Muhammad Hafidz Anshori, Denny Pratama, Dinda Permata, Amani Azizah Anggraeny, Maria Vernanda Lubis, Muhammad Ery Wijaya, Matthieu Caille, Sandra Pranoto, Fararatri Widyadari, Yeni Indra, Jatmika Adi Suryabrata, Fery Sandria, Asri Triesnasari, Puri Mahestyanti, Amir Syarifudin, Alvin Gus Abdurrahman Wahid, Peter Graham, Craig Burton, Sentagi Sesotya Utami, Rachmawan Budiarto, Ari Bimo Prakoso, Faridah, Mohammad Kholid Ridwan, Nazrul Effendy, Ayodya Pradhipta Tenggara, Billy Imanuel Alpayed Panjaitan, Gigih Udi Atmo, FF Hendro Gunawan, Putri Anggraeni A.R, Arief Imam Santoso, Nurcahyanto, Qatro Romandhi , 2023, Peta Jalan Penyelenggaraan & Pembinaan Bangunan Gedung Hijau (BGH), Kementerian Pekerjaan Umum dan Perumahan Rakyat, pdf
  2. Sentagi Sesotya Utami, Faridah, Laksana Gema Perdamaian, Rachmawan Budiarto, Fiki Rahmatika Salis, Ressy Jaya Yanti, M. Kholid Ridwan, Dian Dianti Avoressi, Randy Frans Fela, Dwi Joko Suroso, Nazrul Effendy, Yakub Fahim Luckyarno, 2021, Menuju bangunan zero energy di Indonesia, UGM Press, tokopedia.
  3. Nazrul Effendy and Vani Sugiyono, Matematika Teknik I, Caps Publishing, Yogyakarta, 2013, bukalapak
  4. Syifaun Nafisah and Nazrul Effendy, Grafika Komputer dengan Borland C++ Builder Professional, Graha Ilmu, Yogyakarta, 2003 dan 2010, bukalapak

International Journal:

  1.  Syifaun Nafisah, Nazilatul Laili Sa'adah, Nazrul Effendy, Marketing strategy of library digital services, DESIDOC Journal of Library & Information Technology, vol 44, No 5, pp. 346-352, Sep. 2024, https://doi.org/10.14429/djlit.44.5.19189, link2, Scopus, Scopus2, Web of Science (Emerging Source Citation Index), Q3, SJR2023: 0,23
  2.  N. Effendy, M. Z. A. Fadhilah, D. W. Kraton, and H. A. Abrar, “The prediction of thermal sensation in building using support vector machine and extreme gradient boosting,” IAES International Journal of Artificial Intelligence (IJ-AI), vol. 13, no. 3, pp. 2963–2970, Sep. 2024, doi: 10.11591/ijai.v13.i3.pp2963-2970. pdf, pdf2, Scopus, Scopus 2, Q2, SJR 2022: 0.4
  3.  R. M. Zein, N. Effendy, E. Basuki, and N. Nopriadi, “A design of a brain tumor classifier of magnetic resonance imaging images using ResNet101V2 with hyperparameter tuning,” IAES International Journal of Artificial Intelligence (IJ-AI), vol. 13, no. 3, pp. 3141-3146, Sep. 2024, doi: 10.11591/ijai.v13.i3.pp3141-3146. pdf, pdf2
  4. Syifaun Nafisah, Siti Rohaya, Nazrul Effendy, Digital technology utilization and library's role in religious literacy, Jurnal Kajian Informasi & Perpustakaan, vol 12, No 1, pp. 103-120, Jun 2024, https://doi.org/10.24198/jkip.v12i1.52136, indexed by crossref, Sinta 2
  5.  S. Prihanto, N. Effendy, and N. Nopriadi, “Hand gesture-based automatic door security system using squeeze and excitation residual networks,” IAES International Journal of Artificial Intelligence (IJ-AI), vol. 13, no. 2, Jun. 2024, pp. 1619–1624, doi: 10.11591/ijai.v13.i2.pp1619-1624. pdf, pdf2
  6. Surya Prihanto, Nazrul Effendy, and Nopriadi, “Hardware design of the touchless hand code and convolutional neural networks - based automatic door security system,” Jurnal Teknik Informatika (Jutif), vol. 4, no. 6, Dec. 2023, doi: 10.52436/1.jutif.2023.4.6.1117. pdf, pdf2,  Sinta 3, indexed by Copernicus
  7.  Vandy Achmad Yulianto, Nazrul Effendy, Agus Arif, Finger Vein Identification Using Capsule Networks with Hyperparameter Tuning, IAES International Journal of Artificial Intelligence (IJ-AI), vol 12, No 4, pp. 1636-1643, Dec. 2023, http://doi.org/10.11591/ijai.v12.i4.pp1636-1643, pdf, pdf2
  8.  Eko David Kurniawan, Nazrul Effendy, Agus Arif, Kenny Dwiantoro, Nidlom Muddin, (published: 12 Sep 2022), Soft Sensor for the Prediction of Oxygen Content in Boiler Flue Gas Using Neural Networks and Extreme Gradient Boosting, Neural Computing and Applications, 2023, vol 35, No 1, pp. 345-352, https://doi.org/10.1007/s00521-022-07771-8, Scopus, Q1, SJR 2021: 1,07, IF 2021: 5,102, Springer, view only version
  9. Dana Fatadilla Rabba, Awang N.I. Wardana, Nazrul Effendy, 2022, Intermittent Oscillation Diagnosis in a Control Loop Using Extreme Gradient Boosting, Jurnal Nasional Teknik Elektro, vol 11, No. 3. pp. 164-171, https://doi.org/10.25077/jnte.v11n3.1040.2022, pdf, pdf2, Sinta 2, indexed by Copernicus, DOAJ, 
  10.  Nazrul Effendy, Eko David Kurniawan, Kenny Dwiantoro, Agus Arif, Nidlom Muddin, 2022, The Prediction of Oxygen Content of the Flue Gas in a Gas-Fired Boiler System Using Neural Networks and Random Forest, IAES International Journal of Artificial Intelligence (IJ-AI), vol 11, No 3, pp. 923-929, http://doi.org/10.11591/ijai.v11.i3.pp923-929, pdf
  11.  Nazrul Effendy, Didi Ruhyadi, Rizky Pratama, Dana Fatadilla Rabba, Ananda Fathunnisa Aulia, Anugrah Yuwan Atmadja, 2022, Forest quality assessment based on bird sound recognition using convolutional neural networks, International Journal of Electrical and Computer Engineering (IJECE), vol 12, No 4, pp. 4235-4242, http://doi.org/10.11591/ijece.v12i4.pp4235-4242, Scopus Q2 (SJR 2021 = 0.38), pdf
  12.  Shafanda Nabil Sembodo, Nazrul Effendy, Kenny Dwiantoro, Nidlom Muddin, 2022, Radial basis network estimator of oxygen content in the flue gas of debutanizer reboiler,  International Journal of Electrical and Computer Engineering (IJECE), vol 12, No 3, pp. 3044–3050, http://doi.org/10.11591/ijece.v12i3.pp3044-3050, pdf
  13.  Syifaun Nafisah, Nazrul Effendy, Voice Biometric System: The Identification of the Severity of Cerebral Palsy using Mel-Frequencies Stochastics Approach, International Journal of Integrated Engineering, vol. 11, No. 3, 2019, Scopus, Q3, SJR 2020:0,22
  14.  Y.S. Pradana, Y. Kusumastuti, F.N. Rahma, N. Effendy, 2017, Chitosan flocculation-sedimentation for harvesting selected microalgae species grown in monoculture and mixed cultures, Chemical Engineering Transactions, Vol. 56, pp. 1549-1554 (cited by 20 (Google scholar), 16 (Scopus)), Scopus, Q2, SJR 2016: 0,345, Q3, SJR 2020: 0,27
  15.  Nazrul Effendy, Koichi Shinoda, Sadaoki Furui, Somchai Jitapunkul, 2009, Automatic Recognition of Indonesian Declarative Questions and Statements Using Polynomial Coefficients of the Pitch Contours, Acoustical Science and Technology, Vol 30, No 4, pp. 249-256, Scopus, Q2 SJR 2008: 0,394, Q3 SJR 2021: 0.3, pdf 

International Conference:

  1. Isti Dian Rachmawati, Nazrul Effendy, Taufik, and Saefurrochman, (in press), Characterization of Filament Current in an Electron Beam Accelerator using Decision Tree and Random Forest, proceedings of the International Conference on Nuclear Science, Technology, and Application (ICONSTA 2024)
  2. Billy Panjaitan, Faridah, Sentagi S. Utami, Ayodya Tenggara, Ari Bimo Prakoso, Rachmawan Budiarto, Mohammad Kholid Ridwan, Nazrul Effendy, Sandhi Adhi Baskara, Laurentius Kevin Hendinata, Ahmad Ilham Rokhul Fikri, (in press), Energy Consumption Model in Commercial Buildings in Samarinda: Analysis and Recommendations for Energy Efficiency Improvement, Proceedings of Astechnova International Energy Conference 2023, Yogyakarta, Indonesia, abstract
  3.  Rachmawan Budiarto, Nazrul Effendy, Fitrotun Aliyah, Dwi Novitasari, I A Mubarok, R K Arruzi, Z A Fikriyadi, T P Handayani and H H Adudu, 2021, Vocational high school as a part of Indonesian photovoltaics supply chain, IOP Conf. Ser.: Earth Environ. Sci. 926 012026, pdf1, pdf2, Scopus, SJR 2020 = 0,18
  4.  Lebukan, D.E.P., Wardana, A.N.I., Nazrul Effendy, Implementation of Plant-Wide PI-Fuzzy Controller in Tennessee Eastman Process, Proceedings - 2019 International Seminar on Application for Technology of Information and Communication: Industry 4.0: Retrospect, Prospect, and Challenges, iSemantic 2019, 2019, pp. 450–454, 8884301
  5.  Boby Aulia Permana, Awang N.I. Wardana, Nazrul Effendy, Implementation of event-driven fast fourier transform based on IEC 61499, Proceedings - 2019 5th International Conference on Science and Technology, ICST 2019, 2019, 9166414
  6.  D. Anggraini, N. Effendy, M. I. A. Hafiz, and D. O. Luviano, “Research and Development of a Power Monitoring System for the Sustainable Energy Management System Implementation at Green School,” E3S Web Conf., vol. 43, p. 01021, 2018, doi: 10.1051/e3sconf/20184301021. (keywords: ubidots, ESP8266, Internet of Things, power monitoring), pdf
  7.  Galvani, R.Y., Effendy, N., Kusumawanto, A., Evaluating weight priority on green building using fuzzy AHP, Proceedings - 12th SEATUC Symposium, SEATUC 2018, 2018 
  8.  Nazrul Effendy, Nur Chalim Wachidah, Balza Achmad, Prasojo Jiwandono, Muhammad Subekti, Power estimation of G.A. Siwabessy Multi-Purpose Reactor at start-up condition using artificial neural network with input variation, Proceedings of 2016 2nd International Conference on Science and Technology-Computer (ICST), 2016
  9.  A. Mappuji, N. Effendy, M. Mustaghfirin, F. Sondok, R. P. Yuniar, and S. P. Pangesti, “Study of Raspberry Pi 2 quad-core Cortex-A7 CPU cluster as a mini supercomputer,” in 2016 8th International Conference on Information Technology and Electrical Engineering (ICITEE), Oct. 2016, pp. 1–4. doi: 10.1109/ICITEED.2016.7863250.
  10.  Gustavo Belforte, Erik L. J. Bohez, Nazrul Effendy, 2011, Optimal identification of multidimensional polynomials describing systematic errors in CNC machines, proceedings of the 21st International Conference on Production Research, vol. 3, pp. 1964-1970, July 31 – August 4, 2011, Stuttgart, Germany
  11. Nazrul Effendy and Jitapunkul, S. Improvement of the Indonesian Intonation recognizer based on Fujisaki Model, proceeding of AUN/SEED Net Field-wise seminar, Chulalongkorn, 2006
  12.  Nazrul Effendy, Maneenoi, E., Charnvivit, P., Jitapunkul, S., Intonation Recognition for Indonesian Speech Based on Fujisaki Model, proceeding of International Conference on Spoken Languange Processing (Interspeech 2004), p. 2973-2976, Jeju Island, Korea, 2004, https://doi.org/10.21437/Interspeech.2004-746, pdf1, pdf2

National Journal:

  1. Wulan May Kusuma Dewi, Nazrul Effendy, Muhammad Ismail Al Birru, (in press), Evaluasi Status Gizi Siswa SDN 1 Sikunang, Wonosobo melalui pengukuran Antropometri dengan WHO AnthroPlus, Warta LPM, accredited Sinta 3 (link 2 Sinta 3)
  2. M. I. A. Birru, W. M. K. Dewi, N. Effendy, and T. Y. Solekhah, “Edukasi Bahaya Kecanduan Smartphone dan Tips Menjaga Kesehatan Mata pada Siswa SD Negeri 1 Sikunang, Wonosobo,” Wikrama Parahita : Jurnal Pengabdian Masyarakat, vol. 8, no. 1, pp. 95–104, May 2024, doi: 10.30656/jpmwp.v8i1.7269. pdf, pdf2, Sinta 3, indexed by Copernicus, Crossref, Google Scholar, Garuda
  3. Syifaun Nafisah, Nazrul Effendy, 2023, Pengembangan Model Berbasis Ordinary Least Square untuk Prediksi Pengaruh Usabilitas Aplikasi iPusnas Terhadap Loyalitas Penggunanya, AITI-Jurnal Teknologi Informasi 20 (1): 16-31, accredited Sinta 3, pdf,  pdf2
  4. Nukman Tsaqib Tsanya, A.N.I. Wardana, Nazrul Effendy, 2022, Deteksi Osilasi Kontrol Proses Industri dengan Menggunakan Jaringan Saraf Tiruan - Review, Jurnal EECCIS 16 (3): 71-78, pdf, pdf2, accredited Sinta 4
  5. Fajar Sidik Permana, Nazrul Effendy, Awang N.I. Wardana, 2021, Perancangan dan identifikasi kendali PID pada aliran hidrogen sumber ion siklotron DECY 13, Ganendra Majalah Iptek Nuklir 24 (2): 59-66 (accredited Sinta 2)
  6. TC Wardaya, ANI Wardana, Nazrul Effendy, 2021, Implementasi Metode Deteksi Friksi Statik pada Katup Kontrol menggunakan Pencocokan Elips pada Standar IEC 61499, Jurnal Otomasi, Kontrol, dan Instrumentasi, Vol 13, No 1, pp. 15-26, accredited Sinta 4
  7. RMAB Satria, ANI Wardana, Nazrul Effendy, 2020, Pengaruh Penggunaan Pemancar-penerima pada Controller Area Network, Jurnal Nasional Teknik Elektro, Vol 9, No 2, pp. 108–115, Sinta 2
  8. Dirga Eka Putra Lebukan, Awang Noor Indra Wardana, Nazrul Effendy, 2019, Pengembangan Blok Fungsi Kendali PI-Fuzi pada IEC 61499, Jurnal Teknik Elektro, Vol 11, No. 1, pp. 16-25, Sinta 2
  9. Muhammad Agha, Sihana Sihana, Nazrul Effendy, 2013, Kajian Ilmiah Penyetelan Ulang Parameter Sistem Proteksi Turbin Unit 2 di Star Energy Geothermal Ltd., TeknoFisika, Vol 2, No 3, pp. 75-82, pdf
  10. Sri Sadono, Sihana Sihana, Nazrul Effendy, 2013, Identifikasi Sistem Governor Control Valve Dalam Menjaga Kestabilan Putaran Turbin Uap PLTP Wayang Windu Unit 1, TeknoFisika, Vol 2, No 3, pp. 83-90, pdf
  11. Faridah, and Nazrul Effendy, Pengenalan Pola Gerak Bibir Dalam Pengucapan Fonem Vokal Bahasa Indonesia, Jurnal Tekno Fisika, September 2012, vol. 1, No.2, pp 1-5, ISSN: 2089-7154 pdf, repository
  12. Nazrul Effendy, Faridah, I Nyoman Kusuma Wardana, Esti Puspitaningrum, A novel Indonesian intonation recognition system using binary matrix conversion of the pitch contour, Jurnal Penelitian dan Pengembangan TELEKOMUNIKASI, June 2008, vol. 13, No.1, hal 1-5, ISSN: 1410-7066
  13. Nazrul Effendy, Adnan Syarafi, Arditya Yulinggar, dan I Nyoman Kusuma Wardana, the aplication of fuzzy logic controller on the photovoltaic panel of the sun tracking system, Media Teknik, Edisi Mei 2008
  14. Nazrul Effendy, Singgih Hawibowo, Balza Achmad, Optimasi jaringan syaraf tiruan untuk kendali daya reaktor riset kartini dengan model referensi linier, 2001, Media Teknik, Edisi Februari 2001 pdf

National Conference:

  1. Intan Nur Fadliilah, Nazrul Effendy, Iwan Agung Firstantara, 2024, Analisis Asesmen Kabel 20 kV pada Saluran Kabel Tegangan Menengah di PLN ULP Prima Majalaya, Prosiding Seminar Nasional Keinsinyuran 2024: Praktik-Praktik Keinsinyuran di Indonesia, vol 2, Oct 2024, Yogyakarta, Indonesia, pdf, pdf proceeding
  2. Akhmad Burhani Prasetyo, Nazrul Effendy, Rifqi Imanto, (in press), Optimalisasi Sumur Panas Bumi LHD-X untuk menjaga kestabilan steam supply pembangkitan PLTP Lahendong Unit 6, Prosiding Seminar Nasional Keinsinyuran 2024: Praktik-Praktik Keinsinyuran di Indonesia, vol 2, Oct 2024, Yogyakarta, Indonesia, pdf, pdf proceeding
  3. Rafly Vidhyanto Raisman, Nazrul Effendy, Rifqi Imanto, 2024, Studi Pengukuran pH Produk Mixed Hydroxide Precipitate pada Proses Netralisasi Pengolahan Nikel Laterit High Pressure Acid Leaching, Prosiding Seminar Nasional Keinsinyuran 2024: Praktik-Praktik Keinsinyuran di Indonesia, Yogyakarta, Indonesia, pdf, complete pdf
  4. Ervan Tri Wahyudi, Nazrul Effendy, Riza Subrata, 2023, Desain dengan konsep zero energy building pada Q-Big BSD, Prosiding Seminar Nasional Keinsinyuran 2023: Praktik-Praktik Keinsinyuran di Indonesia, Yogyakarta, Indonesia, pdf, complete pdf
  5. RY Galvani, Nazrul Effendy, A Kusumawanto, 2017, Sistem Pendukung Keputusan Tentang Konservasi Energi dan Air pada Bangunan Gedung Pemerintahan, Prosiding Simposium Nasional Rekayasa Aplikasi Dan Perancangan Industri (RAPI) XVI TAHUN 2017, ISSN: 1412-9612, pdf
  6. Nazrul Effendy, Sigit Wibowo Basuki, 2014, Analisis Penggunaan Energi Dan Pengendalian AC Pada Ruang Inap Pasien Di Rumah Sakit Untuk Mencapai Keseimbangan Antara Kebutuhan Efisiensi Energi Dan Kenyamanan Pasien, prosiding Annual Engineering Seminar 2014, ISBN/ISSN: 978-602-98726-3-7, pdf
  7. Hanafi Ali, Nazrul Effendy, and Rachmawan Budiarto, Rancang bangun sistem pengukuran putaran sudu turbin dan perekam data berbasis mikrokontroler AVR ATMega16 pada turbin angin di Pantai Baru, Ngentak, Bantul, proceeding of the conference on Applied Science for TECHnology inNOVAtion (Astechnova) 2012, Yogyakarta, November 22, 2012, ISSN : 2086-0005, pdf2
  8. Nazrul Effendy, Masrul Solichin, Teuku Lukman Nur Hakim, Faisal Budiman, 2009, Pengendalian proses evaporasi pada pabrik urea menggunakan kendali jaringan saraf tiruan, prosiding Seminar Nasional Informatika 2009 (semnasIF 2009), D 43-49, pdf
  9. Nazrul Effendy, Rifqi Imanto, Ayodya P Tenggara, 2008, Deteksi pornografi pada citra digital menggunakan pengolahan citra dan jaringan syaraf tiruan, proceedings of National Conference on the Information Technology Research (SRITI) 2008, ISSN 1907-3526, pdf
  10. Nazrul Effendy, Singgih I Kurniawan, Intan Putri K, Nor Agny Susetyo Utami, 2008, Peredaman osilasi getaran pada suatu sistem dengan pemodelan pegas-damper menggunakan kendali logika fuzzy, Prosiding Seminar Nasional Informatika (SEMNASIF)
  11. Nazrul Effendy, Subagja Subagja, Amir Faisal, 2008, Prediksi penyakit jantung koroner (PJK) berdasarkan faktor risiko menggunakan jaringan syaraf tiruan backpropagation, prosiding Seminar Nasional Aplikasi Teknologi Informasi (SNATI) 2008, Vol 1, No 1, pp. E 19-24, pdf
  12. Nazrul Effendy, Adnan Syarafi Ashfahani, Arditya Yulinggar, and I Nyoman K.Wardana, Aplikasi Kontrol Logika Fuzzy Pada Sistem Tracking Matahari ( Sun Tracking System ) Panel Photovoltaic, in Seminar Nasional Aplikasi Teknologi Informasi (SNATI), 2008, vol. 1, no. 1, pp. G27–G32, pdf1, pdf2
  13. I Nyoman K Wardana, Alfa Antariksa, Nazrul Effendy, 2008, Perancangan Sistem Pakar untuk Diagnosa Penyakit Mulut dan Gigi Menggunakan Bahasa Pemrograman Clips, prosiding Seminar Nasional Aplikasi Teknologi Informasi (SNATI) 2008, vol 1 No 1, pp. E 57-60, pdf
  14. N. Effendy, M. H. Hasan, and F. Wikatmono, “Implementasi Logika Fuzzy untuk Mengendalikan PH dan Level Air Kolam Renang,” in Seminar Nasional Aplikasi Teknologi Informasi (SNATI), 2008. pdf
  15. Nazrul Effendy, Febry Wikatmono, M. Haekal Hasan, Nandan Suteresna, Implementasi dan perancangan sistem pakar untuk diagnosa penyakit mata pada manusia berbasis pemrograman Clips, in  prosiding Seminar Nasional Informatika 2008 (semnasIF 2008), 24 Mei 2008, pdf
  16. Nafisah, S., and Effendy, N., Implementasi Sistem Pakar dalam Bidang Farmakologi dan Terapi Sebagai Pendukung Pengambilan Keputusan berbasis Web, Proceedings of SNIKTI (National Conference on Kecerdasan Komputasional) II, 2001

Trainer, Community Service:

  1. Pelaku Bisnis Mikro Perlu Mendapat Literasi Teknologi IoT dan 3D Printing (UMKM CLASS SERIES #8 - Pemanfaatan Teknologi Internet of Things (IoT) dan 3D Printing untuk UMKM), Sep 2024
  2. Peduli Konservasi Lingkungan di Dieng Plateau: Tim KKN-PPM UGM Kejajar Kembangkan dan Pamerkan Berbagai Teknologi Tepat Guna, Sep 2024
  3. Kegiatan KKN UGM Unit Kejajar, 2023

Reviewer:

  1. Building and Environment (Elsevier, Scopus, SCIE (Web of Science) Q1, SJR2022: 1,58, IF 2022: 7,4)
  2. IEEE Access (Scopus, SCIE (Web of Science), Q1, SJR2022: 0.93,  IF2021: 3.476)  
  3. Animals (Scopus, SCIE (Web of Science), Q1 SJR2022: 0.68, IF2021: 3.231)
  4. Pattern Analysis and Applications (Springer, Scopus, SCIE (Web of Science), Q2, SJR2022: 0.67, IF2022: 3.9)
  5. Journal of Quality in Maintenance Engineering (Emerald, Scopus, SCIE (Web of Science), Q2, SJR 2022: 0.41)
  6. Combustion Science and Technology (Taylor & Francis, Scopus, SCIE (Web of Science), Q2, SJR 2022: 0.38, IF2022: 1.9) 
  7. International Journal of Electrical and Computer Engineering (IJECE) (Scopus, Q2 SJR 2021: 0.38)  
  8. ASEAN Journal of Chemical Engineering (Scopus Q3)
  9. ASEAN Journal of Systems Engineering
  10. Jurnal Teknologi Informasi dan Ilmu Komputer (JTIIK), accredited Sinta 2 
  11. IPTEK The Journal for Technology and Science, archive, accredited Sinta 2 
  12. AGRITECH, WoS (Emerging Sources Citation Index), accredited Sinta 2
  13. Indonesian Journal of Aerospace (IJoA), accredited Sinta 2
  14. Journal of Engineering Forum (Forum Teknik)
  15. ASTECHNOVA
  16. ICITEE – The International Conference on Information Technology and Electrical Engineering
  17. International Conference on Instrumentation, Control and Automation (ICA)

List of selected publications citing InESys UGM publications:

  1.  F. S. Marpaung, Z. Arifin, L. H. Suadaa, and M. Huda, “Long term demand forecasting in Jakarta distribution grid system using fuzzy logic and artificial neural network method,” J. Phys.: Conf. Ser., vol. 2828, no. 1, p. 012033, Oct. 2024, doi: 10.1088/1742-6596/2828/1/012033. (Citing Effendy, Wachidah et al (2016), Anggraini et al (2018))
  2.  Aqil Daulah As Shobri, Hasvienda Mohammad Ridlwan, Rivon Tridesman, 2024, Perancangan Model Prediksi O2 Excess Berbasis Machine Learning pada Gas-fired Boiler PT XYZ, Prosiding A/B Seminar Nasional Teknik Mesin, Politeknik Negeri Jakarta, pdf (Citing Sembodo et al. (2022), Kurniawan et al., 2023, Effendy, Kurniawan et al (2022))
  3.  Y. Luo et al., “A dissolved oxygen levels prediction method based on single-hidden layer feedforward neural network using neighborhood information metric,” Applied Soft Computing, p. 112328, Oct. 2024, doi: 10.1016/j.asoc.2024.112328. Q1, SJR2023: 1.84 (Citing Kurniawan et al., 2023)
  4.  K. A. Erika, N. Fadilah, S. Hariati, A. Saleh, A. P. R, and I. Tajuddin, “Nomophobia Education and Counseling in Teenagers Self-Controlling as Prevention of Gadget Addiction at SMA Negeri 21 Makassar,” ABDIMAS: Jurnal Pengabdian Masyarakat, vol. 7, no. 3, pp. 948–954, Jul. 2024, doi: 10.35568/abdimas.v7i3.4864. (Citing Birru et al, 2024)
  5.  R. Wang and S. Wang, “PrivRBFN: Building Privacy-Preserving Radial Basis Function Networks Based on Federated Learning,” in Web and Big Data, W. Zhang, A. Tung, Z. Zheng, Z. Yang, X. Wang, and H. Guo, Eds., Singapore: Springer Nature, 2024, pp. 214–227. doi: 10.1007/978-981-97-7241-4_14. (Part of the book series: Lecture Notes in Computer Science (LNCS, volume 14964),
    Scopus, Q2, SJR2023: 0.61 (Citing Sembodo et al. (2022),  Kurniawan et al., 2023)
  6.  C.-M. Lee, “Combustion Control of Ship’s Oil-Fired Boilers Based on Prediction of Flame Images,” Journal of Marine Science and Engineering, vol. 12, no. 9, Sep. 2024, doi: 10.3390/jmse12091474. Scopus, Web of Science, Q2, SJR2023: 0.53, IF2023:2.7 (Citing Kurniawan et al., 2023)
  7.  C.-M. Lee, “Combustion Control of Ship’s Oil-Fired Boilers based on Prediction of Flame Images,” Jul. 26, 2024, Preprints: 2024072201. doi: 10.20944/preprints202407.2201.v1. (Citing Kurniawan et al., 2023) 
  8.  I. Mozharovskii and S. Shevlyagina, “Nonparametric Soft Sensor Development for Distillation-In-Series Unit,” in 2024 International Conference on Industrial Engineering, Applications and Manufacturing (ICIEAM), May 2024, pp. 647–651. doi: 10.1109/ICIEAM60818.2024.10554054. IEEE (Citing Sembodo et al. (2022)) 
  9.  H. P. Rogers et al., “Voice as a Biomarker of Pediatric Health: A Scoping Review,” Children, vol. 11, no. 6, Art. no. 6, Jun. 2024, doi: 10.3390/children11060684. Scopus, WoS, Q2, SJR2023: 0.55 (Citing Nafisah and Effendy (2019))
  10.  S. Kocik, A. Psikuta, and J. Ferdyn-Grygierek, “Influence of window and door opening on office room environment and human thermal sensation during different seasons in moderate climate,” Building and Environment, p. 111669, May 2024, doi: 10.1016/j.buildenv.2024.111669. pdf2, scopus Q1, SJR2023: 1,65, IF 2023: 7,4 (Citing Effendy et al - Thermal sensation, 2024)
  11.  A. S. Abdullah, H. W. Ayoob, R. Z. Homod, and H. I. Mohammed, “Enhancing Liquefied Petroleum Gas Production through Debutanizer Column Optimization,” Chemical Engineering Research and Design, May 2024, doi: 10.1016/j.cherd.2024.05.012. Scopus, Q2, SJR2023: 0.66 (Citing Sembodo et al. (2022)) 
  12.  Mustaqimah, R. Bulan, Zulfikri, I. S. Nasution, and M. Idkham, “A Low-Cost Detector and Eviction Module for Agricultural Bird Pest Design,” Universal Journal of Agricultural Research, vol. 12, no. 2, pp. 342–346, Apr. 2024, doi: 10.13189/ujar.2024.120213. Scopus, Q3, SJR2023: 0.2 (Citing Effendy, Ruhyadi, et al, 2022)
  13.  E. Ekojono, H. V. Banjarnahor, and E. S. Sintiya, “Multi-expert GMM decision support system with AHP method for determining weight of transformer oil insulation quality index,” Proceeding International Seminar of Science and Technology, vol. 3, pp. 273–285, Feb. 2024, doi: 10.33830/isst.v3i1.2314. (Citing Galvani et al, (2018))
  14.  Y. Wang, Z. Li, and N. Zhang, “A Hybrid Soft Sensor Model for Measuring the Oxygen Content in Boiler Flue Gas,” Sensors, vol. 24, no. 7, Apr. 2024, doi: 10.3390/s24072340. Scopus Q1, SJR2022: 0.76, SCIE (Web of Science) (Citing Kurniawan et al., 2023) 
  15. X. Hao, Z. Wu, and S. Xu, “Adas-Resnest: An Optimized Network for More Accurate Voice Recognition.” Rochester, NY, Dec. 06, 2022. doi: 10.2139/ssrn.4295238. (Citing Effendy, Ruhyadi, et al, 2022)
  16. R. Sun, Y. Huang, and C. Sun, “Optimization of Boiler Low Nitrogen Conversion Strategy and Intelligent Phase Change Control and Thermal Management: From the Perspective of Compound Neural Network Prediction and Optical Image Analysis,” Combustion Science and Technology, vol. 196, no. 9, pp. 1–19, 2024, doi: 10.1080/00102202.2024.2335273. Scopus2, Q2, SJR 2022: 0.38 (Citing Kurniawan et al., 2023, Effendy, Kurniawan et al (2022) Effendy, Ruhyadi, et al, 2022, Sembodo, et al, (2022)) 
  17. I. Fahrurrozi, W. Wahyono, Y. Sari, A. K. Sari, I. Usuman, and B. Ariyadi, “Integrating random forest model and internet of things-based sensor for smart poultry farm monitoring system,” Indonesian Journal of Electrical Engineering and Computer Science, vol. 33, no. 2, Feb. 2024, doi: 10.11591/ijeecs.v33.i2.pp1283-1292. Scopus, Search at Scopus, Q3, SJR 2022: 0,27, pdf, pdf2, (citing Effendy, Kurniawan et al (2022)) 
  18. Y. Ma et al., “Machine Learning-Based Prediction of the CO2 Concentration in the Flue Gas and Carbon Emissions from a Waste Incineration Plant,” ACS EST Eng., Jan. 2024, doi: 10.1021/acsestengg.3c00461. (citing Effendy et al (2022)) 
  19. M. Mohaghegh, K. Alizai, M. Hoang, K. Patel, and J. Lee, “Machine Learning for Conservation: Evaluating Deep Learning and Feature Extraction in Bird Species Classification in New Zealand,” in 2023 IEEE Asia-Pacific Conference on Computer Science and Data Engineering (CSDE), Dec. 2023, pp. 1–6. doi: 10.1109/CSDE59766.2023.10487683. (Citing Effendy, Ruhyadi, et al, 2022)
  20. F. Hidiyanto et al., “A Comparison of Machine Learning Models for Predicting Coal-Fired Power Plant Performance,” in 2023 7th International Conference on New Media Studies (CONMEDIA), Dec. 2023, pp. 320–325. doi: 10.1109/CONMEDIA60526.2023.10428164, (citing Effendy, Kurniawan, et al (2022))
  21.  F. M. R. Rabbani, B. S. B. Dewantara, and E. Pitowarno, “Lip Movement Recognition using Histogram of Oriented Gradient (HOG) and Support Machine Vector (SVM) for Arabic Word,” Indonesian Journal of Computer Science, vol. 12, no. 6, Art. no. 6, 2023, doi: 10.33022/ijcs.v12i6.3596. pdf, pdf2, Sinta 3, crossref (citing Faridah and Nazrul Effendy, 2012)
  22.   A. R. Faizabadi, K. A. Adnan, M. A. Norazaruddin, H. F. Mohd Zaki, A. M. Haziq Bin Abang Akral, and O. E. Mohammed Shweesh, “Sustainable IoT-Based Data Logger System for Marine Applications Using Renewable Energy,” in 2023 IEEE 8th International Conference on Engineering Technologies and Applied Sciences (ICETAS), Oct. 2023, pp. 1–6. doi: 10.1109/ICETAS59148.2023.10346498. (Citing Anggraini et al, 2018)
  23.   O. Barkovska, V. Korniienko, I. Filippenko, V. Adamovych, and O. Filippenko, “Evaluation of the Performance of a Computing Cluster Based on Single Board Raspberry Pi 3B + Computer,” in 2023 IEEE 4th KhPI Week on Advanced Technology (KhPIWeek), Oct. 2023, pp. 1–6. doi: 10.1109/KhPIWeek61412.2023.10312863. (Citing Mappuji et al, 2016)
  24. S. T. Sánchez-Quispe, J. Madrigal, D. Rodríguez-Licea, F. J. Domínguez-Mota, C. Domínguez-Sánchez, and B. Lara-Ledesma, “Development of a Low-Cost Automated Hydrological Information System for Remote Areas in Morelia, Mexico,” Water, vol. 15, no. 22, Jan. 2023, doi: 10.3390/w15223888. Scopus Q1, SJR 2022: 0,72, pdf, (Citing Anggraini et al, 2018)
  25. S. Gao, A. Liu, Y. Jiang, and Y. Liu, “Online Estimation of Combustion Oxygen Content with an Image-Augmented Soft Sensor Using Imbalanced Flame Images,” ACS Omega, Oct. 2023, doi: 10.1021/acsomega.3c05593, Scopus, Q1, SJR2022: 0.69, pdf, (citing Kurniawan et al (2023), Sembodo et al (2022))
  26. F. D. Setiawan, R. Fajar, K. F. A. Sukra, N. Octaviani, and F. Hidiyanto, “Advancements in Machine Learning Modeling of Cofiring Systems: A Mini Review,” Majalah Ilmiah Pengkajian Industri, vol. 17, no. 1, Sep. 2023, doi: 10.55981/mipi.2023.1735, pdf, indexed by crossref , Sinta 3 (citing Effendy et al (2022)
  27. S.-M. Lee, S.-W. Choi, and E.-B. Lee, “Prediction Modeling of Flue Gas Control for Combustion Efficiency Optimization for Steel Mill Power Plant Boilers Based on Partial Least Squares Regression (PLSR),” Energies, vol. 16, no. 19, Oct. 2023, doi: 10.3390/en16196907. pdf, Scopus, Q1, SJR2022: 0.63 (citing Effendy et al (2022))
  28. N. Z. Ibrahim, A. N. I. Wardana, and A. Arif, “Detection of Intermittent Oscillation in Process Control Loops with Semi-Supervised Learning,” Jurnal Rekayasa Elektrika, vol. 19, no. 2, Jul. 2023, doi: 10.17529/jre.v19i2.31090, pdf. (citing Rabba et.al. (2022), Tsanya et al. (2022))
  29. I. Talib, M. Yasin, J. Hussain, and R. Uwamahoro, “Performance Evaluation and Parametric Optimization of Coal-Fired Water Tube Boiler Using the Grey-Taguchi Method,” International Journal of Energy Research, vol. 2023, p. e4203176, Sep. 2023, doi: 10.1155/2023/4203176, Wiley - Hindawi, Scopus, Q1, SJR2022: 0,81, pdf (citing Effendy et al (2022)
  30. Hadi Sharifi, Omid Mohsen Daraei, Ali Pourziad, Mohammad Bemani, (pre print), Monitoring high-temperature sensor with optical performance in Terahertz Using graphene in power plant industries, pdf, pdf2 (citing Kurniawan et al (2023), Effendy et al (2022))
  31. Medhat A. Nemitallah, Mohammad A. Nabhan, Maad Alowaifeer, Agus Haeruman, Fahad Alzahrani, Mohamed A. Habib, Moustafa Elshafei, Mohammed I. Abouheaf, Mansur Aliyu, Motaz Alfarraj, 2023, Artificial intelligence for control and optimization of boilers’ performance and emissions: A review, Journal of Cleaner Production, p. 138109, Jul. 2023, doi: 10.1016/j.jclepro.2023.138109.

Scopus, Google Scholar, ResearchGate, Sinta, Sinta Rank, WoS, ORCID, Semantic Scholar, Academia, Scienceopen 

Syifaun Nafisah

Last updated: 1 June 2024