/Home/Facilities/Laboratory of Machine Learning and Big Data

Laboratory of Machine Learning and Big Data

LaboratoriesSeminar RoomLibraryClassroomsOccupational Safety and HealthLaboratory of Machine Learning and Big DataLaboratory of Programming and Visual ComputingLaboratory of Modeling and SimulationLaboratory of Mathematics for Industry and FinanceLaboratory of Analysis, Algebra, and Mathematics for Education

Laboratory Member

  1. Mohammad Iqbal, S.Si, M.Si, Ph.D (Kepala Lab)

  2. Prof. DR. Mohammad Isa Irawan, MT

  3. Dr. Imam Mukhlash, MT

  4. Drs. Nurul Hidayat, MKom

  5. Alvida Mustikarukmi, S.Si, M.Si

  6. Muhammad Lutfi Shahab, S.Si, M.Si

Research Roadmap

Roadmap penelitian lab pembelajaran mesin dan big data

Roadmap Pengabdian

Facilities

  1. 20 units of computers with Core i7 connected to the internet
  2. 1 unit of HP Laser Jet P1006
  3. Rooms with AC
  4. LCP Projector
  5. Free Internet Access (WiFi)

Technician

Agung Siswanto

Research

  1. Bioinformatika
  2. Biomatematika
  3. Data Mining

List of Research

No Judul Peneliti Sumber dana
1 AUTOMATED ESSAY GRADING MELALUI MODEL BETA VARIATIONAL AUTOENCODER-BIDIRECTIONAL AUTOREGRESSIVE TRANSFORMER DAN SUPPORT VECTOR REGRESSION Mohammad Iqbal DANA LOKAL ITS
2 Pengembangan Skema Prediksi Waktu Gagal Mesin Raw Mill Melalui Model Zoo Regressor Imam Mukhlash DANA LOKAL ITS
3 ANALISIS IMMUNO-BIOINFORMATICS PADA CONSERVED SEQUENCE VIRUS SARS-CoV-2 MENGGUNAKAN PROGRESSIVE MULTIPLE SEQUENCE ALIGNMENT DAN BOOLEAN LOGIC ALGORITHM Mohammad Isa Irawan DANA LOKAL ITS
4 PENENTUAN KOMBINASI MAKANAN SESUAI KEBUTUHAN NUTRISI MENGGUNAKAN METODE PEMROGRAMAN LINEAR Bandung Arry Sanjoyo DANA LOKAL ITS
5 Pengembangan Sistem Prediksi Data Sekuensial Berbasis Modifikasi Machine Learning Long Short Term Memory (LSTM), Studi Kasus Virus SARS-CoV-2 pada Level Protein Spike Mohammad Isa Irawan LEMBAGA DALAM NEGERI
6 Deteksi Dini Penyakit Diabetes Melitus Berdasarkan Biomarker pada Sekuens DNA  Menggunakan Metode Deep Learning Mohammad Isa Irawan LEMBAGA DALAM NEGERI
7 PENGEMBANGAN SISTEM PERINGATAN DINI BERBASIS MACHINE LEARNING UNTUK DETEKSI POTENSI TANAH LONGSOR DI JAWA TIMUR DENGAN MEMANFAATKAN DATA CITRA RADAR CUACA BMKG Mohammad Isa Irawan LEMBAGA DALAM NEGERI