{"id":2545,"date":"2018-09-03T10:22:29","date_gmt":"2018-09-03T03:22:29","guid":{"rendered":"https:\/\/www.its.ac.id\/matematika\/?page_id=2545"},"modified":"2025-07-11T05:20:18","modified_gmt":"2025-07-10T22:20:18","slug":"lab-machine-learning-and-big-data","status":"publish","type":"page","link":"https:\/\/www.its.ac.id\/matematika\/en\/facilities\/lab-machine-learning-and-big-data\/","title":{"rendered":"Laboratory of Machine Learning and Big Data"},"content":{"rendered":"

[vc_row][vc_column width=”1\/4″][vc_empty_space][dot_sidebar_menu select_menu=”sidebar-fasilitas-en”][vc_empty_space][join_help_box type=”help”][\/vc_column][vc_column width=”3\/4″][vc_empty_space][dot_custom_title position_text=”left” title=”Laboratory Member”][\/dot_custom_title][vc_column_text]<\/p>\n

    \n
  1. \n

    Mohammad Iqbal, S.Si, M.Si, Ph.D<\/a> (Kepala Lab)<\/h4>\n<\/li>\n
  2. \n

    Prof. DR. Mohammad Isa Irawan, MT<\/a><\/h4>\n<\/li>\n
  3. \n

    Dr. Imam Mukhlash, MT<\/a><\/h4>\n<\/li>\n
  4. \n

    Drs. Nurul Hidayat, MKom<\/a><\/h4>\n<\/li>\n
  5. \n

    Alvida Mustikarukmi, S.Si, M.Si<\/a><\/h4>\n<\/li>\n
  6. \n

    Muhammad Lutfi Shahab, S.Si, M.Si<\/a><\/h4>\n<\/li>\n<\/ol>\n

    [\/vc_column_text][dot_custom_title position_text=”left” title=”Research Roadmap”][\/dot_custom_title][vc_column_text]Roadmap penelitian lab pembelajaran mesin dan big data<\/a>[\/vc_column_text][dot_custom_title position_text=”left” title=”Roadmap Pengabdian”][\/dot_custom_title][vc_column_text]\"\"[\/vc_column_text][dot_custom_title position_text=”left” title=”Facilities”][\/dot_custom_title][vc_column_text]<\/p>\n

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

      [\/vc_column_text][dot_custom_title position_text=”left” title=”Technician”][\/dot_custom_title][vc_column_text]Agung Siswanto<\/a>[\/vc_column_text][dot_custom_title position_text=”left” title=”Research”][\/dot_custom_title][vc_column_text]<\/p>\n

        \n
      1. Bioinformatika
        \n\"\"<\/li>\n
      2. Biomatematika
        \n\"\"<\/li>\n
      3. Data Mining
        \n\"\"<\/li>\n<\/ol>\n

        [\/vc_column_text][dot_custom_title position_text=”left” title=”List of Research”][\/dot_custom_title][vc_tta_tabs][vc_tta_section title=”2023″ tab_id=”2023″][vc_raw_html]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[\/vc_raw_html][\/vc_tta_section][vc_tta_section title=”2022″ tab_id=”2022″][vc_column_text]<\/p>\n\n\n\n\n\n
        No<\/td>\nDosen<\/td>\nJudul<\/td>\nJenis Penelitian<\/td>\n<\/tr>\n
        1<\/td>\nImam Mukhlash, S.Si., M.T.<\/td>\n\u00a0Pengembangan Skema Prediksi Perawatan Prognosis Mesin Pabrik Semen di Indonesia berbasis Deep Variational Autoencoders<\/td>\n–<\/td>\n<\/tr>\n
        2<\/td>\nAlvida Mustika Rukmi, S.Si., M.Si.<\/td>\n\u00a0VISUALISASI KEYWORD NETWORK DALAM PENENTUAN DOMINANSI KELUHAN MASYARAKAT SURABAYA BERDASARKAN KARAKTERISTIK SMART CITY<\/td>\n–<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

        [\/vc_column_text][\/vc_tta_section][vc_tta_section title=”2021″ tab_id=”2021″][vc_column_text]<\/p>\n\n\n\n\n\n\n
        No<\/td>\nDosen<\/td>\nJudul<\/td>\nJenis Penelitian<\/td>\n<\/tr>\n
        1<\/td>\nProf. Dr. Drs. Mohammad Isa Irawan, M.T.<\/td>\n\u00a0DETEKSI KARDIOVASKULAR MENGGUNAKAN METODE HIGH UTILITY RARE FUZZY-ITEMSET DETECTION<\/td>\n–<\/td>\n<\/tr>\n
        2<\/td>\nProf. Dr. Drs. Mohammad Isa Irawan, M.T.<\/td>\n\u00a0Identifikasi Penyebaran Virus H9 di Indonesia Menggunakan Pohon Filogenetik dan Prediksi Kandidat Antivirusnya<\/td>\n–<\/td>\n<\/tr>\n
        3<\/td>\nAlvida Mustika Rukmi, S.Si., M.Si.<\/td>\n\u00a0PLATFORM PELACAKAN KONTAK ERAT DENGAN GRAF ANALISIS JARINGAN SOSIAL<\/td>\n–<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

        [\/vc_column_text][\/vc_tta_section][vc_tta_section title=”2020″ tab_id=”2020″][vc_column_text]<\/p>\n\n\n\n\n\n\n\n
        No<\/td>\nDosen<\/td>\nJudul<\/td>\nJenis Penelitian<\/td>\n<\/tr>\n
        1<\/td>\nMuhammad Luthfi Shahab, S.Si., M.Si.<\/td>\n\u00a0Algoritma Genetika untuk Optimasi Fungsi dengan Banyak Variabel<\/td>\n–<\/td>\n<\/tr>\n
        2<\/td>\nProf. Dr. Drs. Mohammad Isa Irawan, M.T.<\/td>\n\u00a0Identifikasi Penyebaran Virus H9 di Indonesia Menggunakan Pohon Filogenetik dan Prediksi Kandidat Antivirusnya<\/td>\n–<\/td>\n<\/tr>\n
        3<\/td>\nProf. Dr. Drs. Mohammad Isa Irawan, M.T.<\/td>\n\u00a0METODE EXTREME GRADIENT BOOSTING DALAM PENCARIAN PROTEIN YANG BERPENGARUH TERHADAP PRODUKSI INSULIN BERDASARKAN INTERAKSI PROTEIN-PROTEIN<\/td>\n–<\/td>\n<\/tr>\n
        4<\/td>\nImam Mukhlash, S.Si., M.T.<\/td>\n\u00a0PENGEMBANGAN ALGORITMA TRANSFORMASI ERROR-FREE UNTUK PERKALIAN MATRIKS KOMPLEKS<\/td>\n–<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

        [\/vc_column_text][\/vc_tta_section][vc_tta_section title=”2019″ tab_id=”2019″][vc_column_text]<\/p>\n\n\n\n\n\n\n\n
        No<\/td>\nDosen<\/td>\nJudul<\/td>\nJenis Penelitian<\/td>\n<\/tr>\n
        1<\/td>\nProf.Dr.Drs. Mohammad Isa Irawan, M.T.<\/td>\nPenggunaan Metode Artificial Intelligence dalam Penyelesaian Masalah Molecular Docking<\/td>\nDRPM<\/td>\n<\/tr>\n
        2<\/td>\nDr. Imam Mukhlash S.Si., MT.<\/td>\nPengembangan Algoritma Analisis Sentimen Dan Association Rule Untuk Analisis Pola Pergerakan Indeks Saham Di Indonesia<\/td>\nPLT Lokal<\/td>\n<\/tr>\n
        3<\/td>\nMuhammad Luthfi Shahab, S.Si., M.Si.<\/td>\n\u00a0Algoritma-Algoritma Baru untuk Traveling Salesman Problem<\/td>\n–<\/td>\n<\/tr>\n
        4<\/td>\nMuhammad Luthfi Shahab, S.Si., M.Si.<\/td>\n\u00a0IMPLEMENTASI SOCIAL MEDIA MINING UNTUK PENGAMBILAN KEPUTUSAN DALAM PERENCANAAN PRODUK BERDASARKAN PEMODELAN TOPIK DAN ANALISIS SENTIMEN<\/td>\n–<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

        [\/vc_column_text][\/vc_tta_section][vc_tta_section title=”2018″ tab_id=”2018″][vc_column_text]<\/p>\n\n\n\n\n\n\n\n\n\n
        No<\/td>\nDosen<\/td>\nJudul<\/td>\nTingkat<\/td>\nJenis Penelitian<\/td>\n<\/tr>\n
        1<\/td>\nAlvida MR<\/td>\nPenggunaan Matriks Ketetanggaan Terdekat Terhadap Parameter<\/td>\nDana Departemen<\/td>\n<\/td>\n<\/tr>\n
        2<\/td>\nM Isa Irawan, Imam Mukhlash<\/td>\nPengembangan Metode Hybrid untuk Penyelesaian Masalah Multiple Sequence Alignment (MSA) pada Analisis Big Data<\/td>\nDRPM<\/td>\n<\/tr>\n
        3<\/td>\nImam Mukhlash<\/td>\nPengembangan Sistem Pendukung Keputusan Untuk Analisis Resiko Produksi Padi Dengan Indikator Perubahan Iklim jangka Panjang dan jangka Pendek<\/td>\nDRPM<\/td>\n<\/tr>\n
        4<\/td>\nM Isa Irawan, Imam Mukhlash<\/td>\nPerbandingan Metode Jarak dan Metode Maksimum Likelihood untuk Konstruksi Pohon Filogenetik Penyebaran Epidemi SARS<\/td>\nDRPM<\/td>\n<\/tr>\n
        5<\/td>\nAris Tjahjanto, M Isa Irawan<\/td>\nPrediksi Penyakit kanker Leukimia Menggunakan Analisis Sequence dan Super pairwise-Alignment<\/td>\nDRPM<\/td>\n<\/tr>\n
        6<\/td>\nSutikno, Imam Mukhlash, Dwi Ratna Sulistyaningrum, Budi Setiyono<\/td>\nPengembangan Model Prakiraan Cuaca Melalui Model Output Statistik dengan Pendekatan Linear dan Non-Linear dalam Antisipasi Bencana Hidrometeorologi Penelitian Strategis Nasional Institusi<\/td>\nDRPM<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

        [\/vc_column_text][\/vc_tta_section][vc_tta_section title=”2017″ tab_id=”2017″][vc_column_text]<\/p>\n\n\n\n\n\n\n\n\n
        No<\/td>\nDosen<\/td>\nJudul<\/td>\nTahun1<\/td>\nTingkat<\/td>\nJenis Penelitian<\/td>\n<\/tr>\n
        1<\/td>\nMohammad Isa Irawan<\/td>\nPengembangan Metode Hybrid untuk Penyelesaian Masalah Multiple Sequence Alignment (MSA) pada Analisis Big Data<\/td>\n2017<\/td>\nNasional<\/td>\nPenelitian Fundamental PUPT<\/td>\n<\/tr>\n
        2<\/td>\nImam Mukhlash, Sutikno, Budi Setiyono<\/td>\nPengembangan Sistem Pendukung Keputusan Untuk Analisis Resiko Produksi Padi Dengan Indikator Perubahan Iklim Jangka Panjang dan Jangka Pendek<\/td>\n2017<\/td>\nNasional<\/td>\nPUPT<\/td>\n<\/tr>\n
        3<\/td>\nSutikno, Imam Mukhlash,Setiawan<\/td>\nPengembangan Model Prakiraan Cuaca Melalui Model Output Statistik dengan Pendekatan Linear dan Non-Linear dalam Antisipasi Bencana Hidrometeorologi<\/td>\n2017<\/td>\nNasional<\/td>\nPenelitian Strategis Nasional Institusi<\/td>\n<\/tr>\n
        4<\/td>\nSiti Amiroch, Syaiful Pradana, M Isa Irawan, Imam Mukhlash<\/td>\nPerbandingan Metode Jarak dan Metode Maksimum Likelihood Untuk Konstruksi Pohon Filogenetik Penyebaran Epidemi SARS<\/td>\n2017<\/td>\nNasional<\/td>\nPenelitian Kerjasama Antar Perguruan Tinggi<\/td>\n<\/tr>\n
        5<\/td>\nNasria Nacong, Desy Lusiyanti, M Isa Irawan<\/td>\nPrediksi Penyakit Kanker Leukemia Menggunakan Analisis Sequences dan Super Pairwisw Alignment<\/td>\n2017<\/td>\nNasional<\/td>\nPenelitian Kerjasama Antar Perguruan Tinggi<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

        [\/vc_column_text][\/vc_tta_section][\/vc_tta_tabs][\/vc_column][\/vc_row]<\/p>\n","protected":false},"excerpt":{"rendered":"

        [vc_row][vc_column width=”1\/4″][vc_empty_space][dot_sidebar_menu select_menu=”sidebar-fasilitas-en”][vc_empty_space][join_help_box type=”help”][\/vc_column][vc_column width=”3\/4″][vc_empty_space][dot_custom_title position_text=”left” title=”Laboratory Member”][\/dot_custom_title][vc_column_text] Mohammad Iqbal, S.Si, M.Si, Ph.D (Kepala Lab) Prof. DR. Mohammad Isa Irawan, MT Dr. Imam Mukhlash, MT Drs. Nurul Hidayat, MKom Alvida Mustikarukmi, S.Si, M.Si Muhammad Lutfi Shahab, S.Si, M.Si [\/vc_column_text][dot_custom_title position_text=”left” title=”Research Roadmap”][\/dot_custom_title][vc_column_text][\/vc_column_text][dot_custom_title position_text=”left” title=”Roadmap Pengabdian”][\/dot_custom_title][vc_column_text][\/vc_column_text][dot_custom_title position_text=”left” title=”Facilities”][\/dot_custom_title][vc_column_text] 20 units of computers with Core i7 connected […]<\/p>\n","protected":false},"author":130,"featured_media":2310,"parent":2519,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"templates\/page-its.php","meta":{"_joinchat":[],"footnotes":""},"class_list":["post-2545","page","type-page","status-publish","has-post-thumbnail","hentry"],"yoast_head":"\nLaboratory of Machine Learning and Big Data - Departemen Matematika ITS<\/title>\n<meta name=\"description\" content=\"Departemen matematika FSAD ITS memiliki tiga program studi: Sarjana, Pascasarjana, dan Doktor. 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