{"id":5972,"date":"2025-08-12T04:58:16","date_gmt":"2025-08-12T04:58:16","guid":{"rendered":"https:\/\/staging.matematika.uin-malang.ac.id\/?page_id=5972"},"modified":"2026-11-04T07:39:19","modified_gmt":"2026-11-04T07:39:19","slug":"laboratorium-komputasi-dan-pemrograman","status":"publish","type":"page","link":"https:\/\/matematika.uin-malang.ac.id\/ar\/laboratorium-komputasi-dan-pemrograman\/","title":{"rendered":"Laboratorium Komputasi dan Pemrograman"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"5972\" class=\"elementor elementor-5972\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f4988c1 e-con-full e-flex e-con e-parent\" data-id=\"f4988c1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8bd38b5 elementor-widget elementor-widget-html\" data-id=\"8bd38b5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t\t<!-- Tempel di Elementor: widget \"HTML\" (satu widget, section Full Width) -->\n<link href=\"https:\/\/fonts.googleapis.com\/css2?family=Bricolage+Grotesque:wght@600;700;800&family=Public+Sans:wght@400;500;600&display=swap\" rel=\"stylesheet\">\n<style>\n.aal{--g:#0c4a3a;--g2:#116149;--ink:#12231d;--mut:#51635b;--mint:#e8f3ee;--line:#d3e3db;--gold:#c8a13a;\nfont-family:'Public Sans',system-ui,sans-serif;color:var(--ink);line-height:1.65;font-size:17px}\n.aal *{box-sizing:border-box}\n.aal h1,.aal h2,.aal h3{font-family:'Bricolage Grotesque',sans-serif;line-height:1.15;margin:0;color:inherit}\n.aal a{color:var(--g2);text-decoration:none}.aal a:hover{text-decoration:underline}\n.aal .w{max-width:1140px;margin:0 auto;padding:0 24px}\n.aal section{padding:72px 0}\n.aal h2{font-size:clamp(1.7rem,3vw,2.3rem);font-weight:700;margin-bottom:12px}\n.aal .lead{color:var(--mut);max-width:62ch;margin:0 0 36px}\n.aal .hero{background:var(--g);color:#fff;padding:0;overflow:hidden}\n.aal .hero .w{display:grid;grid-template-columns:1.1fr .9fr;gap:32px;align-items:center;min-height:460px;padding-top:124px;padding-bottom:56px}\n.aal .hero h1{font-size:clamp(2.1rem,4.6vw,3.6rem);font-weight:800;letter-spacing:-.02em}\n.aal .hero p{color:#cfe6dc;max-width:52ch;margin:18px 0 28px}\n.aal .btns{display:flex;gap:12px;flex-wrap:wrap}\n.aal .btn{display:inline-block;padding:12px 22px;border-radius:999px;font-weight:600;font-size:.95rem}\n.aal .btn.p{background:var(--gold);color:#241c05}.aal .btn.s{border:1.5px solid #6fa593;color:#fff}\n.aal .btn:hover{text-decoration:none;filter:brightness(1.08)}\n.aal .hero svg{width:100%;height:auto;max-height:400px}\n.aal .hero .e{stroke:#7fb9a4;stroke-width:1.2;stroke-dasharray:5 6;animation:aalDash 18s linear infinite}\n.aal .hero .n{fill:#0c4a3a;stroke:var(--gold);stroke-width:2.5}.aal .hero .n.t{fill:var(--gold)}\n@keyframes aalDash{to{stroke-dashoffset:-240}}\n@media(prefers-reduced-motion:reduce){.aal .hero .e{animation:none}}\n.aal .two{display:grid;grid-template-columns:1fr 1fr;gap:48px}\n.aal .aspects{display:grid;grid-template-columns:1fr 1fr;gap:20px;margin-bottom:56px}\n.aal .asp{border-left:4px solid var(--gold);background:var(--mint);border-radius:0 14px 14px 0;padding:24px}\n.aal .asp h3{font-size:1.25rem;margin-bottom:6px}.aal .asp p{margin:0;color:var(--mut)}\n.aal .topics{display:grid;grid-template-columns:repeat(3,1fr);gap:20px}\n.aal .topic{border:1px solid var(--line);border-radius:14px;padding:26px 22px;background:#fff}\n.aal .topic svg{width:44px;height:44px;stroke:var(--g2);fill:none;stroke-width:2;margin-bottom:12px}\n.aal .topic h3{font-size:1.15rem;margin-bottom:6px}.aal .topic p{margin:0;color:var(--mut);font-size:.93rem}\n.aal .alt{background:var(--mint)}\n.aal .fac{list-style:none;margin:0;padding:0;display:grid;gap:10px}\n.aal .fac li{display:flex;gap:12px;align-items:center;background:#fff;border-radius:10px;padding:13px 16px;border:1px solid var(--line)}\n.aal .fac li:before{content:\"\";width:9px;height:9px;border-radius:50%;background:var(--gold);flex:none}\n.aal .prak{display:grid;gap:10px}\n.aal .prak a{display:flex;justify-content:space-between;align-items:center;background:var(--g);color:#fff;border-radius:12px;padding:15px 20px;font-weight:600}\n.aal .prak a span{font-size:.85rem;font-weight:500;color:var(--gold)}\n.aal .prak a:hover{background:var(--g2);text-decoration:none}\n.aal .team{display:grid;grid-template-columns:repeat(2,1fr);gap:18px;max-width:760px}\n.aal .mem{display:flex;gap:16px;align-items:center;border:1px solid var(--line);border-radius:14px;padding:18px;background:#fff}\n.aal .mem.head{border-color:var(--gold);box-shadow:inset 4px 0 0 var(--gold)}\n.aal .av{flex:none;width:54px;height:54px;border-radius:50%;background:var(--g);color:#fff;display:grid;place-items:center;font:700 1.1rem 'Bricolage Grotesque',sans-serif}\n.aal .mem b{display:block;font-weight:600;line-height:1.3}.aal .mem small{color:var(--mut);font-size:.84rem}\n.aal .rm img{width:100%;height:auto;border-radius:14px;border:1px solid var(--line);display:block;background:#fff}\n.aal .tabs{display:flex;gap:8px;flex-wrap:wrap;margin-bottom:20px}\n.aal .tabs button{font:600 .9rem 'Public Sans',sans-serif;border:1.5px solid var(--line);background:#fff;color:var(--ink);padding:9px 18px;border-radius:999px;cursor:pointer}\n.aal .tabs button[aria-selected=true]{background:var(--g);border-color:var(--g);color:#fff}\n.aal .tabs button:focus-visible,.aal .gal a:focus-visible{outline:3px solid var(--gold);outline-offset:2px}\n.aal .pane{display:none}.aal .pane.on{display:block}\n.aal .pubs{list-style:none;margin:0;padding:0;display:grid;gap:12px}\n.aal .pubs li{display:flex;gap:16px;justify-content:space-between;align-items:flex-start;background:#fff;border:1px solid var(--line);border-radius:12px;padding:16px 18px;font-size:.95rem}\n.aal .pubs li div{max-width:82ch}.aal .pubs em{color:var(--mut)}\n.aal .bd{flex:none;background:var(--mint);color:var(--g);font-weight:600;font-size:.78rem;border-radius:999px;padding:4px 12px;white-space:nowrap}\n.aal .tw{overflow-x:auto;border:1px solid var(--line);border-radius:12px;background:#fff}\n.aal table{width:100%;border-collapse:collapse;min-width:680px;font-size:.93rem}\n.aal th{background:var(--g);color:#fff;text-align:left;padding:12px 14px;font-weight:600}\n.aal td{padding:13px 14px;border-top:1px solid var(--line);color:var(--mut);vertical-align:top}\n.aal td:last-child{white-space:nowrap}.aal tr.tot td{background:var(--mint);color:var(--ink);font-weight:700}\n.aal .gal{display:grid;grid-template-columns:repeat(4,1fr);gap:12px}\n.aal .gal a{display:block;aspect-ratio:1;overflow:hidden;border-radius:12px}\n.aal .gal img{width:100%;height:100%;object-fit:cover;display:block;transition:transform .35s}\n.aal .gal a:hover img{transform:scale(1.07)}\n@media(max-width:900px){.aal .hero .w,.aal .two,.aal .aspects{grid-template-columns:1fr}\n.aal .hero svg{max-height:280px}.aal .topics{grid-template-columns:1fr 1fr}.aal .gal{grid-template-columns:repeat(3,1fr)}}\n@media(max-width:560px){.aal section{padding:52px 0}.aal .topics,.aal .team{grid-template-columns:1fr}\n.aal .gal{grid-template-columns:1fr 1fr}.aal .pubs li{flex-direction:column;gap:8px}}\n \n.aal .team{grid-template-columns:repeat(3,1fr);max-width:none}\n.aal .hero .bar{fill:#2a7a60}.aal .hero .bar.g{fill:var(--gold)}\n.aal .hero .cv{fill:none;stroke:#fff;stroke-width:2.5}\n@media(max-width:900px){.aal .team{grid-template-columns:1fr 1fr}}\n@media(max-width:560px){.aal .team{grid-template-columns:1fr}}\n.aal .gal.g3{grid-template-columns:repeat(3,1fr)}\n@media(max-width:560px){.aal .gal.g3{grid-template-columns:1fr 1fr}}\n \n\/* hero full width (edge-to-edge) *\/\nhtml,body{overflow-x:clip}\n.aal .hero{width:100vw;max-width:100vw;margin-left:calc(50% - 50vw);margin-right:calc(50% - 50vw)}\n.aal .hero .w{max-width:none;padding-left:clamp(24px,7vw,120px);padding-right:clamp(24px,7vw,120px);min-height:520px}\n.aal .hero svg{max-height:440px}\n@media(max-width:900px){.aal .hero .w{min-height:0}.aal .hero svg{max-height:280px}}\n<\/style>\n\n<div class=\"aal\">\n<div class=\"hero\"><div class=\"w\">\n <div>\n  <h1>Laboratorium Komputasi dan Pemrograman<\/h1>\n  <p>Laboratorium yang meneliti aspek teoritis dan komputasional ilmu komputer di Program Studi Matematika UIN Maulana Malik Ibrahim Malang.<\/p>\n  <div class=\"btns\"><a class=\"btn p\" href=\"#kp-praktikum\">Modul praktikum<\/a><a class=\"btn s\" href=\"#kp-publikasi\">Lihat publikasi<\/a><\/div>\n <\/div>\n <svg viewBox=\"0 0 400 340\" role=\"img\" aria-label=\"Diagram jaringan saraf tiruan sebagai ilustrasi komputasi\">\n  <g class=\"e\" fill=\"none\">\n   <path d=\"M60 80L170 40M60 80L170 120M60 80L170 200M60 80L170 280M60 170L170 40M60 170L170 120M60 170L170 200M60 170L170 280M60 260L170 40M60 260L170 120M60 260L170 200M60 260L170 280\"\/>\n   <path d=\"M170 40L290 100M170 40L290 240M170 120L290 100M170 120L290 240M170 200L290 100M170 200L290 240M170 280L290 100M170 280L290 240M290 100L360 170M290 240L360 170\"\/>\n  <\/g>\n  <g class=\"n\"><circle cx=\"60\" cy=\"80\" r=\"13\"\/><circle cx=\"60\" cy=\"170\" r=\"13\"\/><circle cx=\"60\" cy=\"260\" r=\"13\"\/>\n  <circle cx=\"170\" cy=\"40\" r=\"13\"\/><circle cx=\"170\" cy=\"120\" r=\"13\"\/><circle cx=\"170\" cy=\"200\" r=\"13\"\/><circle cx=\"170\" cy=\"280\" r=\"13\"\/>\n  <circle cx=\"290\" cy=\"100\" r=\"13\"\/><circle cx=\"290\" cy=\"240\" r=\"13\"\/><\/g>\n  <circle class=\"n t\" cx=\"360\" cy=\"170\" r=\"15\"\/>\n <\/svg>\n<\/div><\/div>\n\n<section><div class=\"w\">\n <h2>Profil laboratorium<\/h2>\n <p class=\"lead\">Penelitian dilakukan pada dua aspek utama berikut.<\/p>\n <div class=\"aspects\">\n  <div class=\"asp\"><h3>Aspek teoritis<\/h3><p>Teori dasar ilmu komputer, konsep dasar algoritma, pemrograman komputer, teori kompleksitas, dan analisis algoritma.<\/p><\/div>\n  <div class=\"asp\"><h3>Aspek kecerdasan komputasional<\/h3><p>Kecerdasan buatan, machine learning, data mining, serta pengolahan citra dan pengenalan pola.<\/p><\/div>\n <\/div>\n <h2>Topik penelitian<\/h2>\n <p class=\"lead\">Topik yang diwadahi oleh laboratorium ini.<\/p>\n <div class=\"topics\">\n  <div class=\"topic\"><svg viewBox=\"0 0 48 48\"><rect x=\"5\" y=\"5\" width=\"14\" height=\"10\" rx=\"2\"\/><rect x=\"29\" y=\"19\" width=\"14\" height=\"10\" rx=\"2\"\/><rect x=\"5\" y=\"33\" width=\"14\" height=\"10\" rx=\"2\"\/><path d=\"M19 10h6v14h4M19 38h6V24\"\/><\/svg><h3>Algoritma<\/h3><p>Pengembangan algoritma, teknik perancangannya, dan analisis kompleksitas.<\/p><\/div>\n  <div class=\"topic\"><svg viewBox=\"0 0 48 48\"><path d=\"M6 6v36h36\"\/><path d=\"M10 14c10 0 8 22 18 22 6 0 8-6 12-6\"\/><circle cx=\"28\" cy=\"36\" r=\"3\"\/><\/svg><h3>Optimasi<\/h3><p>Teori-teori optimasi.<\/p><\/div>\n  <div class=\"topic\"><svg viewBox=\"0 0 48 48\"><circle cx=\"10\" cy=\"12\" r=\"4\"\/><circle cx=\"10\" cy=\"36\" r=\"4\"\/><circle cx=\"24\" cy=\"24\" r=\"4\"\/><circle cx=\"38\" cy=\"24\" r=\"4\"\/><path d=\"M14 13l7 9M14 35l7-9M28 24h6\"\/><\/svg><h3>Machine Learning<\/h3><p>Metode agar komputer belajar dari data, memprediksi, dan mengambil keputusan.<\/p><\/div>\n  <div class=\"topic\"><svg viewBox=\"0 0 48 48\"><ellipse cx=\"24\" cy=\"12\" rx=\"15\" ry=\"6\"\/><path d=\"M9 12v12c0 3 7 6 15 6s15-3 15-6V12M9 24v12c0 3 7 6 15 6s15-3 15-6V24\"\/><\/svg><h3>Data Mining<\/h3><p>Ekstraksi informasi dari big data untuk kepentingan manusia.<\/p><\/div>\n  <div class=\"topic\"><svg viewBox=\"0 0 48 48\"><rect x=\"5\" y=\"9\" width=\"38\" height=\"30\" rx=\"4\"\/><circle cx=\"17\" cy=\"21\" r=\"4\"\/><path d=\"M5 35l12-10 9 8 7-6 10 8\"\/><\/svg><h3>Pengolahan Citra dan Pengenalan Pola<\/h3><p>Dari pengolahan citra hingga pengenalan objek, klasifikasi citra, image retrieval, dan OCR.<\/p><\/div>\n  <div class=\"topic\"><svg viewBox=\"0 0 48 48\"><path d=\"M10 5h20l9 9v29H10z\"\/><path d=\"M29 5v10h10M16 24h16M16 31h16M16 38h9\"\/><\/svg><h3>Text Mining<\/h3><p>Analisis sentimen, pengelompokan dokumen, pemodelan topik, dan peringkasan teks.<\/p><\/div>\n <\/div>\n<\/div><\/section>\n\n<section class=\"alt\" id=\"kp-praktikum\"><div class=\"w two\">\n <div>\n  <h2>Fasilitas<\/h2>\n  <p class=\"lead\">Dapat dipakai untuk penelitian mahasiswa dan dosen serta kegiatan praktikum.<\/p>\n  <ul class=\"fac\"><li>20 unit PC Core i5 terhubung internet<\/li><li>1 unit Smart TV Samsung<\/li><li>Akses internet WiFi<\/li><li>Ruangan full AC<\/li><li>Whiteboard<\/li><\/ul>\n <\/div>\n <div>\n  <h2>Praktikum<\/h2>\n  <p class=\"lead\">Mata kuliah praktikum di laboratorium ini. Unduh modulnya di sini.<\/p>\n  <div class=\"prak\">\n   <a href=\"https:\/\/matematika.uin-malang.ac.id\/wp-content\/uploads\/2025\/08\/Modul-Praktikum-Algoritma-dan-Pemrograman-Matlab.pdf\">Algoritma dan Pemrograman <span>Unduh modul<\/span><\/a>\n   <a href=\"https:\/\/matematika.uin-malang.ac.id\/wp-content\/uploads\/2025\/08\/Modul-Praktikum-Pemrograman-Komputer-Python.pdf\">Pemrograman Komputer <span>Unduh modul<\/span><\/a>\n   <a href=\"https:\/\/matematika.uin-malang.ac.id\/wp-content\/uploads\/2025\/08\/Modul-Praktikum-Struktur-Data.pdf\">Struktur Data <span>Unduh modul<\/span><\/a>\n   <a href=\"https:\/\/matematika.uin-malang.ac.id\/wp-content\/uploads\/2025\/08\/Modul-Praktikum-Basis-Data.pdf\">Basis Data <span>Unduh modul<\/span><\/a>\n   <a href=\"https:\/\/matematika.uin-malang.ac.id\/wp-content\/uploads\/2025\/08\/Modul-Praktikum-Kecerdasan-Buatan.pdf\">Kecerdasan Buatan <span>Unduh modul<\/span><\/a>\n   <a href=\"https:\/\/matematika.uin-malang.ac.id\/wp-content\/uploads\/2025\/08\/Modul-Praktikum-Pemrograman-Web.pdf\">Pemrograman Web <span>Unduh modul<\/span><\/a>\n  <\/div>\n <\/div>\n<\/div><\/section>\n\n<section><div class=\"w\">\n <h2>Anggota lab<\/h2>\n <p class=\"lead\">Dosen yang mengampu penelitian dan praktikum di laboratorium ini.<\/p>\n <div class=\"team\">\n  <div class=\"mem head\"><div class=\"av\">MJ<\/div><div><a href=\"https:\/\/matematika.uin-malang.ac.id\/dr-mohammad-jamhuri-m-si\/\"><b>Dr. Mohammad Jamhuri, M.Si<\/b><\/a><small>Kepala Lab<\/small><\/div><\/div>\n  <div class=\"mem\"><div class=\"av\">HF<\/div><div><a href=\"https:\/\/matematika.uin-malang.ac.id\/hisyam-fahmi-m-kom\/\"><b>Hisyam Fahmi, M.Kom<\/b><\/a><small>Anggota<\/small><\/div><\/div>\n <\/div>\n<\/div><\/section>\n\n<section class=\"alt rm\"><div class=\"w\">\n <h2>Roadmap penelitian<\/h2>\n <p class=\"lead\">Peta jalan penelitian laboratorium.<\/p>\n <iframe loading=\"lazy\" src=\"https:\/\/matematika.uin-malang.ac.id\/wp-content\/uploads\/2026\/11\/Roadmap_Komputasi.pdf#toolbar=0\" width=\"100%\" height=\"1130\"><\/iframe>\n<\/div><\/section>\n\n<section id=\"kp-publikasi\"><div class=\"w\">\n <h2>Publikasi ilmiah<\/h2>\n <p class=\"lead\">Artikel dosen laboratorium per tahun terbit.<\/p>\n <div id=\"kp-pub\"><\/div>\n<\/div><\/section>\n\n<section class=\"alt\"><div class=\"w\">\n <h2>Pendanaan penelitian<\/h2>\n <p class=\"lead\">Penelitian dosen dan mahasiswa yang didanai, per tahun.<\/p>\n <div id=\"kp-fund\"><\/div>\n<\/div><\/section>\n\n<section><div class=\"w\">\n <h2>Galeri foto<\/h2>\n <p class=\"lead\">Kegiatan dan suasana laboratorium.<\/p>\n <div class=\"gal\" id=\"kp-gal\"><\/div>\n<\/div><\/section>\n<\/div>\n\n<script>\n(function(){\nvar U='https:\/\/matematika.uin-malang.ac.id\/wp-content\/uploads\/',M='https:\/\/matematika.uin-malang.ac.id\/';\nfunction L(u,t){return '<a href=\"'+u+'\" target=\"_blank\" rel=\"noopener\">'+t+'<\/a>'}\nfunction P(a,b){return {t:a,b:b}}\nvar pub={\n'2025':[\nP(L(M+'dr-mohammad-jamhuri-m-si\/','<b>Jamhuri, M.<\/b>')+', Irawan, M. I., Mukhlash, I., Iqbal, M., & Puspaningsih, N. N. T. (2025). '+L('https:\/\/doi.org\/10.1016\/j.sasc.2025.200195','Neural networks optimization via Gauss\u2013Newton based QR factorization on SARS-CoV-2 variant classification')+'. <em>Systems and Soft Computing, 7.<\/em>','Scopus Q2'),\nP('Almais, A. T. W., Fajrin, R., Naba, A., Sarosa, M., '+L(M+'juhari-m-si\/','<b>Juhari, J.<\/b>')+', & Susilo, A. (2025). '+L('https:\/\/dx.doi.org\/10.62527\/joiv.9.3.2711','Assessment of Post-Disaster Building Damage Levels Using Back-Propagation Neural Network Prediction Techniques')+'. <em>International Journal on Informatics Visualization, 9(3), 1149-1156.<\/em>','Scopus Q3'),\nP('Biswas, N., Mondal, A.S., '+L(M+'ari-kusumastuti-m-si\/','<b>Kusumastuti, A.<\/b>')+', & Mondal, K. C. (2025). '+L('https:\/\/doi.org\/10.1007\/s11334-022-00522-x','Automated credit assessment framework using ETL process and machine learning')+'. <em>Innovations in Systems and Software Engineering, 21, 257-270.<\/em>','Scopus Q3'),\nP('Munawar, M. S., '+L(M+'ria-dhea-layla-nur-karisma-m-si\/','<b>Karisma, R. D. L. N.<\/b>')+', & Kharisma, D. I. (2025). '+L('https:\/\/doi.org\/10.1063\/5.0262606','Classification infant mortality rates (IMR) using logistic regression ensemble (LORENS)')+'. <em>AIP Conference Proceedings, 3302, 050001.<\/em>','Scopus Q4'),\nP(L(M+'dr-mohammad-jamhuri-m-si\/','<b>Jamhuri, M.<\/b>')+', Irawan, M. I., Mukhlash, I., & Puspaningsih, N. N. T. (2025). '+L('http:\/\/doi.org\/10.11591\/ijeecs.v37.i2.pp1294-1305','Hydrophobicity signal analysis for robust SARS-CoV-2 classification')+'. <em>Indonesian Journal of Electrical Engineering and Computer Science, 37(2), 1294-1305.<\/em>','Scopus Non-Q')],\n'2024':[\nP('Hamdani, S. K., <b>Fahmi, H.<\/b>, '+L(M+'muhammad-khudzaifah-m-si\/','<b>Khudzaifah, M.<\/b>')+', '+L(M+'ari-kusumastuti-m-si\/','<b>Kusumastuti, A.<\/b>')+', '+L(M+'mohammad-nafie-jauhari-m-si\/','<b>Jauhari, M. N.<\/b>')+', & Sari, W. P. (2024). '+L('https:\/\/doi.org\/10.1109\/ICoICT61617.2024.10698345','Multimodal Visual Features on Rhizome Image Classification Using Support Vector Machines')+'. <em>2024 12th International Conference on Information and Communication Technology (ICoICT), 131-136. IEEE.<\/em>','Scopus Non-Q'),\nP('Amiroch, S., Chang, H., '+L(M+'dr-mohammad-jamhuri-m-si\/','<b>Jamhuri, M.<\/b>')+', & Yulianto, T. (2024). '+L('https:\/\/doi.org\/10.1063\/5.0225769','Vertex coloring in graphs: A novel approach to nutritional menu planning')+'. <em>AIP Conference Proceedings, 3176(1).<\/em>','Scopus Non-Q')],\n'2023':[\nP('Habibullah, M., <b>Fahmi, H.<\/b>, & Herawati, E. (2023). '+L('https:\/\/doi.org\/10.18860\/JRMM.V2I6.22023','Penerapan Metode Segmentasi Gabor Filter Dan Algoritma Support Vector Machine Untuk Pendeteksian Penyakit Daun Tomat')+'. <em>Jurnal Riset Mahasiswa Matematika, 2(6), 221\u2013232.<\/em>','Sinta 5'),\nP('Prayugo, M. B. D., Nafisa, N. A., Yulianas, A., & <b>Fahmi, H.<\/b> (2023). '+L('https:\/\/doi.org\/10.2991\/978-94-6463-148-7_43','Human Voice Recognition System with Backpropagation Neural Network Method')+'. <em>Proceedings of the 12th International Conference on Green Technology (ICGT 2022), 432\u2013442.<\/em>',''),\nP('Thahiruddin, M., & '+L(M+'dr-mohammad-jamhuri-m-si\/','<b>Jamhuri, M.<\/b>')+' (2023). '+L('https:\/\/doi.org\/10.61132\/arjuna.v1i4.135','Penyelesaian Numerik Model Pemangsa-Mangsa dengan Metode Jaringan Fungsi Radial Basis Menggunakan Trigonometric Shape Parameter')+'. <em>Jurnal Arjuna, 1(4), 248\u2013263.<\/em>',''),\nP(L(M+'ria-dhea-layla-nur-karisma-m-si\/','<b>Karisma, R. D. L. N.<\/b>')+', Arinda, T. S., '+L(M+'dr-heni-widayani-m-si\/','<b>Widayani, H.<\/b>')+', & '+L(M+'ari-kusumastuti-m-si\/','<b>Kusumastuti, A.<\/b>')+' (2023). '+L('https:\/\/doi.org\/10.2991\/978-94-6463-148-7_39','Clustering of COVID-19 Provinces in Indonesia Using Fuzzy Means Cluster Methods')+'. <em>Proceedings of ICGT 2022, 394\u2013406.<\/em>','')],\n'2022':[\nP(L('https:\/\/doi.org\/10.1007\/s11334-022-00522-x','Automated credit assessment framework using ETL process and machine learning')+'<br>Biswas, N., Mondal, A. S., <b>Kusumastuti, A.<\/b>, Saha, S., & Modal, K. C. <em>Innovations in Systems and Software Engineering.<\/em>','Springer Nature'),\nP(L('https:\/\/doi.org\/10.18860\/JRMM.V2I2.14899','Implementasi Jaringan Syaraf Tiruan Backpropagation untuk Menentukan Prediksi Jumlah Permintaan Produksi Dodol Apel')+'<br>Sari, F. N., <b>Kusumastuti, A.<\/b>, & <b>Fahmi, H.<\/b> <em>Jurnal Riset Mahasiswa Matematika, 2(2), 47\u201358.<\/em>','Sinta 5'),\nP(L('https:\/\/doi.org\/10.1109\/ICITISEE57756.2022.10057895','Analysis of deep learning architecture for patch-based land cover classification')+'<br><b>Fahmi, H.<\/b>, & Sari, W. P. <em>ICITISEE 2022, 245\u2013249.<\/em>','IEEE Explore'),\nP(L('https:\/\/doi.org\/10.1016\/J.JKSUCI.2022.08.006','Improved partitioning technique for density cube-based spatio-temporal clustering method')+'<br>Fitrianah, D., <b>Fahmi, H.<\/b>, Hidayanto, A. N., & Arymurthy, A. M. <em>Journal of King Saud University \u2013 Computer and Information Sciences, 34(10), 8234\u20138244.<\/em>','Scopus Q1'),\nP(L('https:\/\/doi.org\/10.1063\/5.0131848','State of the art of machine learning: An overview of the past, current, and the future research trends in the era of quantum computing')+'<br>Irawan, M. I., & <b>Jamhuri, M.<\/b> <em>AIP Conference Proceedings, 2641(1).<\/em>',''),\nP(L('https:\/\/doi.org\/10.1145\/3545839.3545842','Performance Improvement of Logistic Regression for Binary Classification by Gauss-Newton Method')+'<br><b>Jamhuri, M.<\/b>, Mukhlash, I., & Irawan, M. I. <em>Proceedings of the 2022 5th International Conference on Mathematics and Statistics, 12\u201316.<\/em>',''),\nP(L('https:\/\/doi.org\/10.23919\/EECSI56542.2022.9946452','Classification of Covid-19 Variants Using Boosting Algorithm')+'<br>Muhammad, I., Mukhlash, I., <b>Jamhuri, M.<\/b>, Iqbal, M., & Irawan, M. I. <em>EECSI 2022, 29\u201334.<\/em>','')],\n'2021':[\nP(L('https:\/\/doi.org\/10.2991\/ASSEHR.K.210421.044','Effectiveness of Deep Learning Architecture for Pixel-Based Image Forgery Detection')+'<br><b>Fahmi, H.<\/b>, & Sari, W. P. <em>ICONETOS 2020, 529, 302\u2013307.<\/em>','AtlantisPress'),\nP(L('https:\/\/doi.org\/10.11591\/ijece.v11i6.pp5458-5466','A non-negative matrix factorization based clustering to identify potential tuna fishing zones')+'<br>Fitrianah, D., <b>Fahmi, H.<\/b>, Hidayanto, A. N., Tan, P.-N., & Arymurthy, A. M. <em>IJECE, 11(6), 5458\u20135466.<\/em>','Scopus'),\nP(L('https:\/\/doi.org\/10.1109\/ICIMTECH53080.2021.9535081','Opinion mining analysis on online product reviews using na\u00efve bayes and feature selection')+'<br>Sari, W. P., & <b>Fahmi, H.<\/b> <em>ICIMTech 2021, 256\u2013260.<\/em>','IEEE Explore'),\nP(L('https:\/\/doi.org\/10.22219\/KINETIK.V6I3.1272','The Effect of Error Level Analysis on The Image Forgery Detection Using Deep Learning')+'<br>Sari, W. P., & <b>Fahmi, H.<\/b> <em>Kinetik, 6(3), 187\u2013194.<\/em>','Sinta 2')]\n};\nvar H='<thead><tr><th>No<\/th><th>Judul<\/th><th>Peneliti<\/th><th>Sumber Dana<\/th><th>Nominal<\/th><\/tr><\/thead>';\nvar FN='Penghargaan Riset Kompetitif Mahasiswa (bidang Komputasi)',HF=L(M+'hisyam-fahmi-m-kom\/','<b>Hisyam Fahmi<\/b>');\nvar fund={\n'2025':[[['Inovasi Pembelajaran Fisika Dasar Melalui Pengembangan Perangkat Pembelajaran Mekanika Berbasis ICT Untuk Melatihkan Keterampilan Kolaboratif dan Pemecahan Masalah','Ahmad Abtokhi, '+HF+', Firna Nahwa Firdausi','Penelitian Dasar Interdisipliner (BOPTN)','Rp30.000.000,-'],['Implementasi Metode Random Forest dalam Prediksi Kualitas Air di Jawa Timur','Diah Mariatul Ulya, Nurus Syafi\u2019ah, Rojauna Zalfatthoriq, Nickya Bintang Ardianto, '+HF,FN,'Rp1.500.000,-']],'Rp31.500.000,-'],\n'2024':[[['Pengembangan LMS IPA (Fisika) untuk Meningkatkan Literasi Siswa dan Calon Guru Madrasah dalam Persiapan KSM','Ahmad Abtokhi, '+HF+', Moh. Sholahuddin, Ivan Bintang Sabrani','Penelitian Terapan Pengembangan Nasional (BOPTN)','Rp62.000.000,-'],['Implementasi Algoritma Support Vector Machine untuk Analisis Sentimen pada Ulasan Aplikasi Sirekap Pemilu 2024','Alfi Rahma Dani, Andira Rizky Abdillah, Mira Permata Sari, '+HF,FN,'Rp3.000.000,-']],'Rp65.000.000,-'],\n'2023':[[['Implementasi Metode ST-DBSCAN Clustering untuk Pengelompokan Kejadian Gempa Bumi di Indonesia','Hilda Zaqya Elnaz Putri, Hanifatul Mufidah, Gita Ramadhani, '+HF,FN,'Rp3.000.000,-']],''],\n'2022':[[],'']\n};\nfunction tabs(el,keys,render){\n var h='<div class=\"tabs\" role=\"tablist\">'+keys.map(function(k,i){return '<button role=\"tab\" aria-selected=\"'+(i==0)+'\">'+k+'<\/button>'}).join('')+'<\/div>'+keys.map(function(k,i){return '<div class=\"pane'+(i==0?' on':'')+'\">'+render(k)+'<\/div>'}).join('');\n el.innerHTML=h;\n var b=el.querySelectorAll('button'),p=el.querySelectorAll('.pane');\n b.forEach(function(x,i){x.onclick=function(){b.forEach(function(y,j){y.setAttribute('aria-selected',j==i);p[j].classList.toggle('on',j==i)})}});\n}\ntabs(document.getElementById('kp-pub'),Object.keys(pub).reverse(),function(k){\n return '<ul class=\"pubs\">'+pub[k].map(function(r){return '<li><div>'+r.t+'<\/div>'+(r.b?'<span class=\"bd\">'+r.b+'<\/span>':'')+'<\/li>'}).join('')+'<\/ul>'});\ntabs(document.getElementById('kp-fund'),['2025','2024','2023','2022'],function(k){\n var d=fund[k],rows=d[0];\n if(!rows.length)return '<div class=\"tw\"><table>'+H+'<tbody><tr><td colspan=\"5\">Data pendanaan '+k+' belum diisi.<\/td><\/tr><\/tbody><\/table><\/div>';\n return '<div class=\"tw\"><table>'+H+'<tbody>'+rows.map(function(r,i){return '<tr><td>'+(i+1)+'<\/td><td>'+r.join('<\/td><td>')+'<\/td><\/tr>'}).join('')+(d[1]?'<tr class=\"tot\"><td colspan=\"4\">Total anggaran<\/td><td>'+d[1]+'<\/td><\/tr>':'')+'<\/tbody><\/table><\/div>'});\nvar g=['2025\/11\/Leaflet-Kuliah-Tamu-LM-scaled.png','2025\/11\/Screenshot-2025-10-31-at-10.26.19-scaled-e1762218923729.png','2025\/10\/FGD-SainsData-2-scaled.jpeg','2025\/08\/DrKartick1-200x200-1.png','2023\/08\/pantaus.jpg','2025\/08\/WhatsApp-Image-2024-09-02-at-11.44.07-200x200-1.jpeg','2025\/08\/ProfUlrich-200x200-1.png','2025\/08\/Computation-200x200-1.jpeg'];\ndocument.getElementById('kp-gal').innerHTML=g.map(function(s){return '<a href=\"'+U+s+'\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" loading=\"lazy\" alt=\"Foto kegiatan laboratorium\" src=\"'+U+s+'\"><\/a>'}).join('');\n})();\n<\/script>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Laboratorium Komputasi dan Pemrograman Laboratorium yang meneliti aspek teoritis dan komputasional ilmu komputer di Program Studi Matematika UIN Maulana Malik Ibrahim Malang. Modul praktikumLihat publikasi Profil laboratorium Penelitian dilakukan pada dua aspek utama berikut. Aspek teoritis Teori dasar ilmu komputer, konsep dasar algoritma, pemrograman komputer, teori kompleksitas, dan analisis algoritma. Aspek kecerdasan komputasional Kecerdasan buatan, [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"footnotes":""},"class_list":["post-5972","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/matematika.uin-malang.ac.id\/ar\/wp-json\/wp\/v2\/pages\/5972","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/matematika.uin-malang.ac.id\/ar\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/matematika.uin-malang.ac.id\/ar\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/matematika.uin-malang.ac.id\/ar\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/matematika.uin-malang.ac.id\/ar\/wp-json\/wp\/v2\/comments?post=5972"}],"version-history":[{"count":43,"href":"https:\/\/matematika.uin-malang.ac.id\/ar\/wp-json\/wp\/v2\/pages\/5972\/revisions"}],"predecessor-version":[{"id":8977,"href":"https:\/\/matematika.uin-malang.ac.id\/ar\/wp-json\/wp\/v2\/pages\/5972\/revisions\/8977"}],"wp:attachment":[{"href":"https:\/\/matematika.uin-malang.ac.id\/ar\/wp-json\/wp\/v2\/media?parent=5972"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}