Ahmad Ilham, S.Kom., M.Kom.
Dosen homebase Program Studi Informatika Fakultas Teknik Universitas Muhammadiyah Semarang
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Biografi
Ahmad Ilham lahir di Polewali Mandar (1985), Sulawesi Barat, Indonesia – (dibesarkan di Kelurahan Pa’giling, Kec. Tinambung, Kab. Polewali Mandar – Sulawesi Barat). Sejak tahun 2019 hingga sekarang telah diangkat sebagai dosen di Program Studi Informatika, Fakultas Teknik, Universitas Muhammadiyah Semarang (UNIMUS), Indonesia. Beliau memperoleh gelar S.Kom bidang Sistem Informasi dari Universitas Al Asyariah Mandar (UNASMAN) tahun 2015, dan M.Kom Magister Teknik Informatika dari Universitas Dian Nuswantoro (UDINUS) tahun 2017. Saat ini (2020 – sekarang) sedang menempuh pendidikan Program Doktor Sistem Informasi Universitas Diponegoro, Indonesia (Dr./Ph.D). Profesional member di International Association of Engineers – IAENG (306611), Hongkong – Tiongkok dan Asosiasi Ilmuwan Data Indonesia, Jakarta – Indonesia. Peneliti di Romi Satria Wahono (RSW) Institute. Minat penelitiannya meliputi data science & machine learning dan intelligent information processing.
Minat Penelitian
Data Mining and Knowledge Discovery, Data Integration & Extraction, Data Science Ontology
#2021-2022
- Mudyawati Kamaruddin, Ahmad Ilham, Ardi Afriansyah, Muhammad Fazri, Tri Yusuf Anugrah, Nurmaliza, Nadhira Nur Salima (Mahasiswa Informatika Unimus), dan Uswatun Hasanah : Kompilasi Project Based Learning (PJBL) dan Blanded Learning Pengaplikasian Kelas Kolaboratif Partisipatif Ilmu Laboratorium Medik Unimus
Hibah Program Pendanaan Penelitian Kebijakan Merdeka Belajar Kampus Merdeka dan Pengabdian Masyarakat Berbasis Hasil Penelitian dan Purwarupa PTS
Didanai Ditjen Dikti Ristek (Rp. 70.000.000,-) - Tiani Wahyu Utami, M. Al Haris, Ahmad Ilham : Analisis Pemodelan Hybrid Regresi Nonparametrik Menggunakan Lima Metode Pendekatan pada Kasus Covid-19 di Indonesia Melalui Pembuatan Program Komputasi.
Didanani oleh Ditjen Dikti Ristek (Rp 150.000.000,-) - Ahmad Ilham dan Lukman Assaffat : Mengatasi Data Kelas Tidak Seimbang pada Model Klasifikasi Status Desa Menggunakan Penggabungan Algoritme AdaBoost dan Decision Tree.
Penelitian Dosen Pratama Tahun Anggaran 2021-2022
Didanai oleh LP2M Unimus (Rp. 7.500.000,-)
Impact of Class Imbalance on Convolutional Neural Network Training in Multi-Class Problems
Ahmad Ilham, Nohora Mercado-Caruso, Donato Tapias-Ruiz, Omar Bonerge Pineda Lezama
Advances in Intelligent Systems and Computing, 2021 | Book Series (Springer), DOI: 10.1007/978-3-030-51859-2_28, EID: 2-s2.0-85089228091, Part of ISSN: 21945365 21945357.
Source: via Scopus – Elsevier
Unsupervised Learning as A Data Sharing Model in The FP-Growth Algorithm in Determining The Best Transaction Data Pattern
Mustakim, Ulya Khairunnisa, Alex Wenda, Ahmad Ilham
Journal of Theoretical and Applied Information Technology, 2021 | Journal article, EID: 2-s2.0-85108253076, Part of ISSN: 18173195 19928645
Source: via Scopus – Elsevier
Implementation of Particle Swarm Optimization (PSO) to Improve Neural Network Performance in Univariate Time Series Prediction
Fitri Ayuning Tyas, Mamur Setianama, Rizqi Fadilatul Fajriyah, Ahmad Ilham
Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics, and Control 2021-11-30 | Journal article DOI: 10.22219/kinetik.v6i4.1330 Part of ISSN: 2503-2267 Part of ISSN: 2503-2259
Source: via crossref
Optimization Fuzzy Inference System based Particle Swarm Optimization for Onset Prediction of the Rainy Season
Noviandi Noviandi, Ahmad Ilham
Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics, and Control, 2020-02-12 | Journal article, DOI: 10.22219/kinetik.v5i1.985
Source: via crossref
New Method Based Pre-Processing to Tackle Missing and High Dimensional Data of CRISP-DM Approach
Joko Suntoro, Ahmad Ilham, Handini Arga Damar Rani
Journal of Physics: Conference Series, 2020 | Conference paper, DOI: 10.1088/1742-6596/1471/1/012012, EID: 2-s2.0-85082647152, Part of ISBN: 17426596 17426588
Source: via Scopus – Elsevier
Estimation of Milkfish Physical Weighting as Fishery Industry Support System Using Image Processing Technology
Akhmad Qashlim, Inggrid Nurtanio, Amil Ahmad Ilham, Ahmad Ilham
Journal of Physics: Conference Series, 2019 | Conference paper, DOI: 10.1088/1742-6596/1175/1/012029, EID: 2-s2.0-85067818357
Source: via Scopus – Elsevier
Long-term Deposits Prediction: A Comparative Framework of Classification Model for Predict the Success of Bank Telemarketing
Ahmad Ilham, Laelatul Khikmah, Ida Bagus Ary Indra Iswara
Journal of Physics: Conference Series 2019 | Conference paper DOI: 10.1088/1742-6596/1175/1/012035 EID: 2-s2.0-85067829376
Source: via Scopus – Elsevier
Tackling Initial Centroid of K-Means with Distance Part (DP-KMeans)
Ahmad Ilham, Danny Ibrahim, Luqman Assaffat, Achmad Solichan
Proceeding – 2018 International Symposium on Advanced Intelligent Informatics: Revolutionize Intelligent Informatics Spectrum for Humanity, SAIN 2018, 2019 | Conference paper, DOI: 10.1109/SAIN.2018.8673364, EID: 2-s2.0-85064176248.
Source: via Scopus – Elsevier
U-control chart based differential evolution clustering for determining the number of cluster in k -means
Ahmad Ilham, Romi Satria Wahono, Catur Supriyanto, Adi Wijaya
International Journal of Intelligent Engineering and Systems, 2019 | Journal article DOI: 10.22266/ijies2019.0831.28, EID: 2-s2.0-85068564398
Source: via Scopus – Elsevier
A systematic literature review on attribute independent assumption of Naive Bayes: Research trend, datasets, methods and frameworks
Ahmad Ilham, Laelatul Khikmah, Akhmad Qahslim, Ida Bagus Ary Indra Iswara
IOP Conference Series: Materials Science and Engineering, 2018 | Conference paper, DOI: 10.1088/1757-899X/420/1/012086, EID: 2-s2.0-85054863663
Source: via Scopus – Elsevier
Market Basket Analysis Using Apriori and FP-Growth for Analysis Consumer Expenditure Patterns at Berkah Mart in Pekanbaru Riau
Mustakim, Ahmad Ilham, Achmad Daeng GS, Folkes E Laumal, Nuning Kurniasih, Akbar Iskandar, Gloria Manulangga, Ida Bagus Ary Indra Iswara
Journal of Physics: Conference Series 2018 | Conference paper, DOI: 10.1088/1742-6596/1114/1/012131, EID: 2-s2.0-85058411482
Source: via Scopus – Elsevier
Update: Juni 2022 (Modul: 0, Buku: 2)
Sistem Pendukung Keputusan pada Teknologi Informasi
Pengarang: Yuswardi, Sastya Hendri Wibowo, Sitti Harlina, Sri Rezeki Candra Nursari, Junaidi, Elmi Devia, Ahmad Ilham, Laelatul Khikmah, Siti Dwi Suryani, S. Nurmuslimah
Penerbit: Get Press (PT. Global Eksekutif Teknologi), 2022 | Buku, Part of IKAPI
ISBN/E-ISBN: 978-623-5383-11-8 (lihat dokumen)
Source: via Google Scholar
Literasi Digital
Pengarang: Chairul Rizal, Ulya Anisatur Rosyidah, Tri Yusnanto, Muh. Rijalul Akbar, Luqman Hidayat, Jan Setiawan, Ahmad Ilham, Ryan Yunus, Anindya Khrisna Wardhani, Elsy Rahajeng, Florianus Aloysius Nay, Joseph Dedy Irawan, Yusrida Muflihah, Andi Asari
Penerbit: Get Press (PT. Global Eksekutif Teknologi), 2022 | Buku, Part of IKAPI
ISBN/E-ISBN: 978-623-5383-29-3 (lihat dokumen)
Source: via Google Scholar
Update: Juni 2022 (Paten: 0, HKI: 1)
Sistem Pendukung Keputusan pada Teknologi Informasi
Pengusul: Yuswardi, Sastya Hendri Wibowo, Sitti Harlina, Sri Rezeki Candra Nursari, Junaidi, Elmi Devia, Ahmad Ilham, Laelatul Khikmah, Siti Dwi Suryani, S. Nurmuslimah | HAKI (Jenis Buku) – 2022
Nomor : EC00202231765 (Lihat Sertifikat)
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