Publication

[2019] Penerapan Metode Promethee untuk Pendukung Keputusan Pemilihan Smartphone Terbaik (Tri Juninda, Elvia Andri, Ulya Kahirunnisa, Novi Kurniawati, Mustakim)

[2019] Sistem Informasi Alumni Program Studi Sistem Informasi UIN Sultan Syarif Kasim Riau (Trisda Ningsih, Mustakim)

[2019] Implementation of Text Mining Classification As A Model In The Conclusion of Tafsir Bil Ma’tsur and Bil Ra’yi Contents (Afrizal Nur, Mustakim, Suja’i Syarifandi, Saidul Amin)

[2019] Electromyography (EMG) Signal Classification for Wrist Movement using Naïve Bayes Classifier (Darma Setiawan Putra, Muhamad Arinal Ihsan, Arlis Dewi Kuraesin, Mustakim, Achmad Daeng G.S., Ida Bagus Ary Indra Iswara)

[2019] Data Sharing Technique Modeling for Naive Bayes Classifier for Eligibility Classification of Recipient Students in the Smart Indonesia Program (Mustakim, Siti Syahidatul Helma, Ulya Ramadhani, Achmad Daengs GS, Rice Novita, Nuryanti, Sri Rahmawati Fitriatien)

[2019] Sistem Informasi Alumni Program Studi Sistem Informasi UIN Sultan Syarif Kasim Riau (Trisda Ningsih, Mustakim)

[2019] Penerapan Metode Promethee untuk Pendukung Keputusan Pemilihan Smartphone Terbaik (Tri Juninda, Elvia Andri, Ulya Khairunnisa, Novi Kurniawati, Mustakim)

[2019] Weather Forecasting Classification Using Probabilistic Neural Network Algorithm Based On Clustering and K-Fold Cross Validation Analysis (Mustakim, Aszani, Ahmad Ilham, Folkes E. Laumal, Achmad Daengs GS, Darma Setiawan Putra, Ida Bagus Ary Indra Iswara, Sri Rahmawati Fitriatien, Dadang Sudrajat, Robbi Rahim)

[2019] Perbandingan Algoritma K-Means dan K-Medoids untuk Pengelompokan Data Transaksi Bongkar Muat di Provinsi Riau (Insanul Kamila, Ulya Khairunnisa, Mustakim)

[2019] Penerapan Metode Simple Multi-Attribute Rating Technique untuk Pemilihan Lokasi Kos Terbaik di Kawasan UIN Suska Riau (Riszki Fadillah, Putri Anglenia, Astia Weni Syaputri, Mustakim)

[2019] Comparative Analysis on Staffs Professionalism in Faculty of Education and Teacher Training UIN SUSKA Riau Based on Gender (Rian Vebrianto, Zarkasih, Nelly Yusro, Oktaf B Kharisma, Mustakim)

[2019] Variable Selection to Determine Majors of Student using K-Nearest Neighbor and Naïve Bayes Classifier Algorithm (Mustakim, Reysa Hastarimasuci, Petir Papilo, Zarkasih, Zaitun,Alwis Nazir)

[2019] DBSCAN Algorithm: Twitter Text Clustering of Trend Topic Pilkada Pekanbaru (Mustakim, Nurul Gayatri Indah Reza, Rice Novita, Oktaf Brillian Kharisma)

[2019] Application of Data Mining As Model In Concluding The Substance of Tafsir Bil Ma’tsur and Bil Ra’yi In Al-Tahrir Wa Al- Tanwir of Ibnu ‘Asyur (Afrizal Nur, Mustakim, Celsa Bella)

[2018] Market Basket Analysis Using Apriori and FP-Growth for Analysis Consumer Expenditure Patterns at Berkah Mart in Pekanbaru Riau (Mustakim, Della Maulina Herianda, Ahmad Ilham, Achmad Daengs, Folkes E Laumal, Nuning Kurniasih, Akbar Iskandar, Gloria Manulangga, Ida Bagus Ary Indra Iswara dan Robbi Rahim)

[2018] Eigenvalue of Analytic Hierarchy Process as The Determinant for Class Target on Classification Algorithm (Mustakim, Novia Kumala Sari, Jasril, Ismu Kusumanto, Nurul Gayatri Indah Reza)

[2018] Support Vector Regression Algorithm Modeling to Predict the Availability of Foodstuff in Indonesia to Face the Demographic Bonus (Sari Devia Agustina, Mustakim, Okfalisa, Celsa Bella, Muhammad Anang Ramadhan)

[2018] Penerapan Algoritma Fuzzy C-Means untuk Analisis Permasalahan Simpanan Wajib Anggota Koperasi (Risma Rustiyan R, Mustakim)

[2018] Implementasi Metode SMARTER untuk Rekomendasi Pemilihan Lokasi Pembangunan Perumahan di Pekanbaru (Muhammad Anang Ramadhan, Celsa Bella, Mustakim, Rizki Handinata, Aenu Niam)

[2018] Algorithm Comparison of Naive Bayes Classifier and Probabilistic Neural Network for Water Area Classification of Fishing Vessel in Indonesia (Mustakim, Assad Hidayat, Zuliar Efendi, Aszani, Rice Novita, Eplia Triwira Lestari)

[2017] Penerapan K-Means Clustering Berdasarkan RFM Mofek Sebagai Pemetaan dan Pendukung Strategi Pengelolaan Pelanggan (Fakhri Hadi, Dini Octari Rahmadia, Ferdian Hadi Nugraha, Nada Putri Bulan, Mustakim, Siti Monalisa)

[2017] Effectiveness of K-Means Clustering to Distribute Training Data and Testing Data on K-Nearest Neighbor Classification (Mustakim)

[2017] Comparative Analysis of K-Nearest Neighbor and Modified K-Nearest Neighbor Algorithm for Data Classification (Okfalisa, Mustakim, Ikbal Gazalba, Nurul Gayatri Indah Reza)

[2017] Centroid K-Means Clustering Optimization using Eigenvector Principal Component Analysis (Mustakim)

[2017] Analisis Website E-Government Provinsi Riau Sebagai Pendukung Model Multi Attribute Decision Making (Mustakim)

[2017] Penerapan Naïve Bayes Classification untuk Klasifikasi Tingkat Kemungkinan Obesitas Mahasiswa Sistem Informasi UIN Suska Riau (Wiwik Muslehatin, Muhammad Ibnu, Mustakim)

[2017] Text Mining Classification Sebagai Rekomendasi Dosen Pembimbing Tugas Akhir Program Studi Sistem Informasi (Zuliar Efendi, Mustakim)

[2017] Analisa Pengaruh Temperatur Terhadap Titik Embun, Jarak Pandang, Kecepatan Angin, dan Curah Hujan Metode Regresi Linier Berganda (Azhiah Putri, Yogi Syafrialdi, Mustakim)

[2017] Perbandingan K-Means dan Fuzzy C-Means untuk Pengelompokan Data User Knowledge Modeling (Aditya Ramadhan, Zuliar Efendi, Mustakim)

[2017] Analisis Sensitifitas Model SMART-AHP dengan SMARTER ROC Sebagai Pengambilan Keputusan Multi Kriteria (Richa Dwi Kusmiyanti, Suliatun, Mustakim)

[2017] Principal Component Analysis untuk Dimensi Reduksi Data Clustering Sebagai Pemetaan Persentase Sertifikasi Guru di Indonesia (Gusni Rahayu, Mustakim)

[2017] Penerapan Multiple Regression dalam Pendugaan Awal Kelulusan Mahasiswa (Vellyca Werdining Putri, Rifaldi Saputra, Riat Rayendra, Mustakim)

[2017] Penerapan Metode ARIMA untuk Peramalan Pengunjung Perpustakaan UIN Suska Riau (Syarfi Aziz, Ahmad Sayuti, Mustakim)

[2017] Klasifikasi Jenis Perairan pada Kapal Perikanan di Indonesia Menggunakan K-Nearest Neighbor (Risma Rustiyan R, Mustakim)

[2016] Performance Comparison Between Support Vector Regression and Artificial Neural Network for Prediction of Oil Palm Production (Mustakim, Agus Buono, Irman Hermadi)

[2016] Modeling of Analytic Hierarchy Process and Simple Additive Weighting for Selection of Regional Development Renewable Energy Center (Mustakim, Agus Buono, Irman Hermadi)

[2016] Membangun Web Engineering Puzzle Research Data Mining Menggunakan Model Navigational Development Technique (Mustakim, Aszani, Suliatun, Hady Eka Saputra)

[2016] Algoritma K-Nearest Neighbor Classification Sebagai Sistem Prediksi Predikat Prestasi Mahasiswa (Mustakim, Giantika Oktafiani F)

[2016] Estimasi Pola Cuaca Wilayah Pekanbaru Menggunakan Probabilistic Neural Network (Aszani, Mustakim)

[2016] Model Marcov Chains untuk Prediksi Perkembangan Usaha Perdagangan di Pekanbaru (Intan Suryani Sari, Mustakim)

[2016] Analisis Sensitifitas Metode Simple Multi Attribute Rating Technique Terhadap Pembobotan Analytic Hierarchy Process (Richa Dwi Kusmiyanti, Mustakim)

[2016] Analisis Perbandingan K-Means dan Fuzzy C-Means untuk Pemetaan Motivasi Balajar Mahasiswa (Nur Indah Selviana, Mustakim)

[2016] Analisis Multi-Attribute Decision Making Sebagai Perankingan Wilayah Penghasil Kelapa Sawit di Provinsi Riau (Yendra Afriza, Mustakim)

[2015] Pengembangan Aplikasi Prediksi Penyakit Berbahaya di Provinsi Riau Berdasarkan Model Markov Chains (Mustakim, Syaifullah)

[2015] Decission Scoring Determining of Development Renewable Energy Center Based Region Cluster With SAWP Method (Mustakim, Agus Buono, Irman Hermadi)

[2015] Support Vector Regression untuk Prediksi Produktivitas Kelapa Sawit di Provinsi Riau (Mustakim, Agus Buono, Irman Hermadi)

[2015] Sensitifitas Multi-Atribute Decision Making Group dalam Pengambilan Keputusan pada Kasus Scoring Wilayah di Riau (Mustakim)

[2015] Perancangan Sistem Informasi Pendaftaran Seminar Mahasiswa Pascasarjana Institut Pertanian Bogor (Mustakim, Guntoro, Ulfa Khaira, Wisard Kalengkongan, Hidayat)

[2014] Perbandingan Internet Service Provider di Wilayah Dramaga Bogor Berdasarkan Trafic Packet Internet Groper (Mustakim)

[2014] Analisis Perbandingan Pola Bobot pada Jaringan Syaraf TiruanSelf Organizing Map (SOM) SebagaiPemodelan Cluster Data (Mustakim)
Perancangan Aplikasi Perangkingan Penerima Beasiswa Menggunakan Metode Technique For Order Preference by Similarity to Ideal Solution(TOPSIS) (Mustakim, Wulan Darianto)

[2013] Rancang Bangun Aplikasi Monitoring Kinerja dan Evaluasi Dosen Berdasarkan Hak dan Kewajiban Menggunakan Metode The Satisficing Models (Mustakim)

[2012] Pemetaan Digital dan Pengelompokan Lahan Hijau di Wilayah Provinsi Riau Berdasarkan Knowledge Discovery in Databases (KDD) dengan Teknik K-Means Mining (Mustakim)

[2012] Aplikasi Prediksi Hasil Tanaman Palawija di Kabupaten Indragiri Hilir Menggunakan Metode Marcov Chains (Mustakim, Eki Saputra)

[2011] Implementasi Penggabungan Metode Analitical Hierarchy Process (AHP) dengan Metode The Satisficing Models untuk Pemilihan Lokasi Pembangunan Perumahan (Jasril, Mustakim)