SUPERVISED STUDENTS
(Starting from 2011)
| Main Supervisor | |
| Co-supervisor |
2021
| Student Name | Level | Research Topic | Finish Year |
| Oktavia Citra Resmi Rachmawati | Bachelor | Sistem Pencarian Gambar menggunakan Deep Metric Learning | |
| I Made Akira Ivandio Agusta | Bachelor | Pengembangan Aplikasi Analisis Teknikal untuk Trading Otomatis pada Bursa Saham dengan Predictive Mining | |
| Intan Fitri Rachmawati | Bachelor | Mendeteksi Hoax Berbasis Gambar | |
| Fajar Septian Nugraha | Bachelor | Ekstraksi Informasi dari Dokumen Formal Berbasis Optical Character Recognition (OCR) dengan Named Entity Recognition (NER) | |
| Muhammad Riza Bachtiar | Bachelor | Pembuatan Platform Deep Learning Berbasis Visual Programming Language untuk Mempermudah Pembuatan Model Deep Learning | |
| Alfian Haidar Setyawan | Bachelor | Aplikasi berbasis Mobile untuk Mendeteksi Kolesterol melalui Iris Menggunakan Image Processing dan Support Vector Machine | |
| Ekky Regita Laurentino | Bachelor | Student Portal Chatbot menggunakan Metode Deep Learning | |
| Milati Rohmatus Sakinah | Bachelor | Aplikasi Konsultasi Perawatan Kulit Wajah Menggunakan Crawling Data dengan Metode Kontekstual NLP |
2020
| Student Name | Level | Research Topic | Finish Year |
| Nadila Wirdatul Hidayah | Master | Pencarian Informasi Semantik dengan Pembuatan Ontologi Otomatis pada Peraturan Standar Nasional Perguruan Tinggi di Indonesia | |
| Amalia Wirdatul Hidayah | Master | Penggalian Berita menggunakan Evolving Clustering dengan Operator Fungsional | |
| Ihda Rasyada | Master | Sentiment Analysis with Contextual Analysis on Social Media | |
| Rizka Rahayu Sasmita | Master | Pengenalan Angka Catat Meter PDAM | |
| Muhammad Imran | Master | IOT Smart Agriculture | |
| Novaren Veraldo | Bachelor | Pengembangan prototipe sistem pemantauan dan pemetaan risiko sampah plastik di sungai Surabaya | |
| Mega Trisna Wulandari | Bachelor | Sistem Pembuatan Berita Otomatis Turnamen Bulutangkis dengan Named Entity Recognition | |
| Alvintha Maharani Hanafiah | Bachelor | Data analytics data rekam medis pasien Covid-19 dengan descriptive dan predictive mining | |
| Ananda Najahudin Ahmad | Bachelor | Aplikasi Mobile Sistem Rekomendasi Jenis Tanaman | |
| Ilma Uqiyanis Saged Cahyani | Diploma | Sistem Verifikasi Dalam Pembelian Tiket Online Kegiatan Berskala Besar Menggunakan Face Recognition | |
| Maryam Khansa' Mahdiyah | Diploma | Aplikasi Online Desain Kurikulum Perguruan Tinggi | |
| M Rijal Al Fariz | Diploma | Sistem Absensi Pegawai Menggunakan Pengenalan Wajah Melalui Webcam Dengan Algoritma K-Nearest Neighbor Sistem Absensi Pegawai Menggunakan Pengenalan Wajah Melalui Webcam Dengan Algoritma K-Nearest Neighbor | |
| Reisya Nur Hesika Veliaresti | Diploma | Sistem Rekomendasi Produk Kosmetik dengan Automatic Clustering | |
| Rafly Arief Kanza | Bachelor | Optimalisasi Pasar Digital Perikanan Tangkap Dengan Mengimplementasikan Data Mining berkonsep Algoritma Apriori Sebagai Sistem Rekomendasi Produk Dan Penerapan Metode Crowdsource Berbasis Aplikasi | |
| Inayah Surya Islami | Bachelor | Sistem Deteksi Covid-19 Pada Citra X-Ray Paru-Paru Dengan Convolutional Neural Network | |
| Vardyansyah Cahya Pratama Harsetya Putra | Bachelor | Deteksi Gripper dan Obyek serta Pose Estimation pada 3D Visual Grasping Systems | |
| Fahim Ulil Firdaus | Bachelor | Prediksi Harga Emas Logam Mulia Antam Menggunakan Predictive Mining | |
| Favian Hanasta Permana | Bachelor | Sistem Transmisi Gambar Sampah Plastik di Bantaran Kalimas Surabaya dalam Rangka Pengenalan Sampah Plastik untuk Kesehatan Lingkungan |
2019
| Student Name | Level | Research Topic | Finish Year |
| Muhammad Alfian | Master | News Mining dengan Fitur Semantic Information Retrieval dan Klasterisasi berbasis Evolving System | |
| M Tafaquh Fiddin Al Islami | Master | Incremental Knowledge Based Chatbot System with Reinforcement Learning and Semantic Recognition | |
| Faiz Ulurrasyadi | Master | Balancing Policy Learning on Humanoid Robot Using Reinforcement Learning | |
| Andy Yuniawan | Master | Optimal Motion Control in Unknown Enviroment for Holonomic Mobile Robot | |
| Guskoro Pradipta Prana | Bachelor | Image Search System for Indonesian Cultural Paintings with Impression Context Recognition | 2020 |
| Nadila Wirdatul Hidayah | Bachelor | Pencarian Informasi Berbasis Klaster untuk Peraturan Pendidikan Tinggi di Indonesia dengan Automatic Clustering | 2020 |
| M. Beny Pangestu | Bachelor | Data Analytics untuk Review Hotel berbasis Multilingual Sentiment Analysis | 2020 |
| Amalia Wirdatul Hidayah | Bachelor | Kategorisasi Kekayaan Budaya Indonesia dengan Incremental Automatic Clustering | 2020 |
| Miftahun Najat | Bachelor | Implementasi automatic clustering pada komputasi paralel dengan multi-threading dan socket programming | 2020 |
| Citra Azizah Dewi | Bachelor | Pemetaan Resiko Gempa Bumi dengan Penggabungan Descriptive, Predictive and Associative Mining | 2020 |
| Dino Puguh | Bachelor | Review restoran dengan Descriptive dan Predictive Mining Berbasis Spatio-Temporal Data Analytics | 2020 |
| Rifki Dwi Achsani Taqkwim | Bachelor | Incremental Knowledge Base Chatbot System for Mental Illness with Temporal Difference Learning | 2020 |
| Putri Riza Rokhmawati | Bachelor | Data Analytics untuk UKM dengan Fitur Descriptive dan Predictive Mining | 2020 |
| Narendra Yogha Prathama | Bachelor | Game Data Analytics dengan Descriptive Mining | 2020 |
| Auliya Anggraini | Bachelor | Sentiment Analysis dan Kategorisasi untuk Pengaduan Pelayanan PDAM | 2020 |
| Ihda Rasyada | Bachelor | Sentiment Analysis dan Kategorisasi untuk Layanan BPJS | 2020 |
| Syahrul Arifuddin Kholid | Bachelor | Data Analytics untuk Pelayanan Call Center 112 | 2020 |
| Virdiawan Ihza Prasta | Bachelor | Sistem Pakar untuk Penyakit Skizofrenia | 2020 |
2018
| Student Name | Level | Research Topic | Finish Year |
| Bayu Dwiyan Satria | Master | Implementasi Komputasi Paralel untuk Automatic Clustering | |
| Muhammad Wahyu Nugroho Sakti | Master | Klasterisasi Aktifitas Pemain dan Geospatial Tracking untuk Industri Game Kreatif | |
| Muhammad Alfian | Bachelor | Representasi Berita pada Media Online menggunakan Automatic Incremental Clustering | 2019 |
| M Tafaquh Fiddin Al Islami | Bachelor | Ekstraksi Isu Maskapai pada Social Media dengan Computational Linguistics | 2019 |
| Bryan Agam Kottama | Bachelor | Aplikasi Deteksi Gangguan Ginjal Pada Tubuh Manusia Berdasarkan Indology & Sclerology | 2019 |
| Rico Arisandy Wijaya | Bachelor | Pembuatan Chatbot untuk pengenalan PENS pada aplikasi LINE | 2019 |
| Ulfa Latifa Hanum | Bachelor | Rancang Bangun Sistem Pelaporan Akun Media Sosial yang terindikasi Menyebarkan Konten Negatif oleh Komunitas menggunakan Algoritma Collaborative Filtering | 2019 |
| Bagas Adi Pamungkas | Bachelor | Earthquake Data Acquisition System in Big Data Environment | 2019 |
| Saidah Mansuroh | Bachelor | Earthquake Risk-Mapping Application with Frequent Processing Function Development in Big Data Environment | 2019 |
2017
| Student Name | Level | Research Topic | Finish Year |
| Renovita Edelani | Master | Earthquake Risk-Mapping System of Earhquake Distribution in Indonesia with Automatic Clustering for Association Computing and Analysis | 2020 |
| Louis Nashih Uluwan Arif | Master | Earthquake Data Presentation and Information Retrieval for Online and Mobile Application with Risk-Mapping Visualization | 2020 |
| Arvita Agus Kurniasari | Master | Content-Dependent Image Search System with Automatic Weighting Mechanism for Aggregation of Color, Shape and Structure Features | 2019 |
| Ratri Cahyaning Winedhar | Master | Cultural Computing for Semantic Image Search of Indonesian Cultural Paintings with Style Detection and Information | |
| Hasna Khairunnisa | Bachelor | Mobile Crowdsensing Application for Air Quality Monitoring with 5D World Map System | 2018 |
| Yafie Imam Achmad | Bachelor | Pengenalan Pola Aksara Jawa pada Perangkat Mobile berbasis Android dengan Shape Independent Clustering dan Multi Perceptron | 2018 |
| Febriana Dyah Kusuma | Bachelor | Aplikasi Deteksi Gangguan Jantung pada Tubuh Manusia melalui Mata berdasarkan Iridologi dan Sclerologi | 2018 |
| Meilani Wulandari | Bachelor | Identifikasi Jamur Beracun Basidiomycota Macro dengan Aplikasi Mobile | 2018 |
| Kurniatul Faiqoh | Bachelor | Klasifikasi Kepribadian User menggunakan Multi Label Classification pada Teks Twitter | 2018 |
| Rangga Rizki Ardianto | Bachelor | Kategorisasi Dokumen pada Data Pengaduan Berbahasa Indonesia (Studi kasus: lapor.go.id) | 2018 |
| Yogie Andrian Novandika | Bachelor | Aplikasi Diagnosa Gangguan Lambung pada Tubuh Manusia Melalui Mata Berdasarkan Iridology dan Sclerology | 2018 |
| Darari Nur Amali | Bachelor | Sistem rekomendasi Aktivitas dan konten Digital Berbasis Pengenalan Emosi | 2018 |
2016
| Student Name | Level | Research Topic | Finish Year |
| Nur Rosyid Mubtadai | Master | Semantic Information Retrival for Scientific papers with Knowledge Based Feature Extraction | 2019 |
| Masfu Hisyam | Master | Spatio-Temporal Network Security Analysis in Matagaruda Using Mao-reduce Programming Model | 2019 |
| Berlian Juliartha M.P. | Master | Analisis Sentimen pada Teks Twitter Pemerintah Surabaya | 2018 |
| Taufan Radiasmiko | Master | Klasifikasi dan Pemetaan Kualitas Air Sungai di Surabaya Dengan Visualisasi Semantik | 2019 |
| Renovita Edelani | Bachelor | Association Analysis of Earthquake Distribution in Indonesia for Spatial Risk Mapping | 2017 |
| Louis Nashih Uluwan Arif | Bachelor | Cluster-Oriented Spatio-Temporal Analysis of Deforestation Measurement and Visualization | 2017 |
| Rendra Budi Hutama | Bachelor | Indonesian online News Auto Summary with Sentences Clustering and 5W+1H Consideration | 2017 |
| Farida Amila Husna | Bachelor | Klasifikasi Kanker Payudara pada Mammogram menggunakan Gray Level Coocurrence Matrices | 2017 |
| Almas Salsabil 'Aisyah | Bachelor | Deteksi Diabetes Melitus melalui Identifikasi Kerusakan Pankreas dengan Iridologi dan Pola Hidup Berbasis Android Mobile | 2017 |
| Silvia Rulia Candra | Bachelor | Application For Detecting Cholesterol In Human Body Using Eye Iris Based On Mobile Devices | 2017 |
| Imama Lavi Insani | Bachelor | Profiling Cluster Kelompok Serangan Internet di Indonesia | 2017 |
| Syandu Irdoni | Bachelor | Decision Support System Mata Garuda on Web Attack Category | 2017 |
| Novia Damayanti | Bachelor | Sistem Pembangkit Kalimat untuk Interaksi Humanoid Robot | 2017 |
| Wildan Andaru | Bachelor | Pengembangan Perangkat Lunak Artificial Bee Colony untuk Seleksi Fitur pada Data Dna Microarray | 2017 |
2015
| Student Name | Level | Research Topic | Finish Year |
| Khotibul Umam | Master | Semantic Image Search System for Cultural Madura Batik with Colour and Shape Features | 2017 |
| Irsal Shabirin | Master | Cluster Based News Representative Generation with Automatic Incremential Clustering | 2019 |
| Muh. Subhan | Master | Anonymous User Behavior for Internet Service Access | 2018 |
| Yesta Medya Mahardhika | Master | Deteksi Malware dengan On-Line Clustering | 2017 |
| Galih Hendra Wibowo | Master | Pengenalan Aksara Jawa menggunakan Energi Bentuk | 2017 |
| Tresna Maulana Fahrudin | Master | Feature Selection and Classification For DNA Microarray Data Analysis : Evolutionary Algorithms for Identify Predictive Genes | 2017 |
| Muh Faisal Dinniy | Bachelor | Quality Measurement Classification for Water Treatment using Neural Network with Reinforcement Programming for Weighting Optimization | 2016 |
| Agung Kresna Murti | Bachelor | Cluster-Based Earthquake Seismicity Prediction Visualization with Automatic Clustering | 2016 |
| Roy Advandy Aliefyan | Bachelor | Cluster-Oriented Earthquake Density Visualization for Spatial Risk | 2016 |
| Risyal Atriansyah | Bachelor | Spatial Analysis of Earthquake Distribution with Cluster-Based Probability Density Function | 2016 |
| Prastio Adam Satria | Bachelor | Imputation Optimization for Missing Data using Reinforcement Programming | 2017 |
| Muhammad Askari | Bachelor | Mobile Application for Cluster-Based Earthquake Distribution with Spatio-Temporal Features | 2016 |
| Samsul Arifin | Bachelor | Obfuscation Tool untuk Analytical Libraries for Intelligent-computing | 2016 |
| Aditya Afgan Hermawan | Bachelor | Aplikasi Deteksi Gangguan pada Jantung melalui Iris Mata Berbasis Mobile | 2016 |
| Ni Putu Nanda Aristiadewi | Bachelor | Sentimen Analisis Opini Masyarakat terhadap Jasa Operator Telepon Seluler di Media Sosial Twitter | 2016 |
| Ernawati | Bachelor | Speech Generation for Humanoid Robot Interaction | 2016 |
| Arvita Agus Kurniasari | Bachelor | Sistem Pencarian Gambar dengan Fitur Deteksi Objek | 2016 |
| Anugrah Rinaldy | Bachelor | Diagnosis Radang Usus Buntu melalui Gambar Lidah Berbasis Mobile | 2016 |
2014
| Student Name | Level | Research Topic | Finish Year |
| Irene Erlyn Wina Rachmawan | Master | Spatio-Temporal Deforestration Measurement using Automatic Clustering | 2016 |
| Edi Wahyu Widodo | Master | Decision support system for Indonesian Government's E-Procurement | 2016 |
| Izzati Choirina Fajrin | Bachelor | Cluster-based Video Information Retrieval with Automatic Clustering | 2015 |
| Davianis Adivia | Bachelor | Cluster-based Video Search System using Color Vector Quantization | 2015 |
| M. Imam Isfahani | Bachelor | Optimasi Penjualan Tiket dengan Metode Reinforcement Learning | 2015 |
| Novitri Kusuma Wardani | Bachelor | Mobile Application For Semantic Batik Image Search System | 2015 |
| Mustofa Kamal | Bachelor | Analisis Opini Tentang Asean Free Trade Area (AFTA) Pada Media Sosial Dengan Opinion Mining Berbasis Temporal Sentiment Analysis | 2015 |
| Azmi Yoganandhita | Bachelor | Cluster-Oriented Image Search System for Indonesian Cultural Paintings Using K-Means Optimalization with Reinforment Programming | 2015 |
| Rizki Ikhlasul Fuad | Bachelor | Aplikasi Manajemen Layanan Video Online | 2015 |
| Syarifa Akmilis Sya'ban | Bachelor | Aplikasi Deteksi Gangguan Jantung melalui Iris Mata | 2015 |
| Liwan Tadwini Abdullah | Bachelor | Spatio-Temporal Sejarah Islam Berbasis Piranti Bergerak | 2015 |
| Surya Dewangga Perdana Putra | Bachelor | Manajemen Dan Peramalan Hasil Produksi Tanaman Holtikultura Propinsi Jawa Timur | 2015 |
| Fitria Dwi Indah | Bachelor | Aplikasi Pendeteksi Kemiripan Laporan menggunakan Text-Mining dan Clustering | 2015 |
2013
| Student Name | Level | Research Topic | Finish Year |
| Desi Amirullah | Master | Pencarian Semantik Gambar Songket dengan Ekstraksi Fitur Berbasis Impresi | 2015 |
| Mohammad Nur Shodiq | Master | Cluster-oriented Spatio-Temporal Multidimensional Visualization of Earthquakes in Indonesia | 2015 |
| Muarifin | Master | Sistem Evakuasi di dalam Gedung Berbasis Perilaku Manusia | 2015 |
| Irene Erlyn Wina Rachmawan | Bachelor | Reinforcement Programming: a Function-based Reinforcement Learning | 2014 |
| Bakti Ariani Melinda Pertiwi | Bachelor | Aplikasi Bergerak Kamus Bahasa Jawa dengan Fitur Pengenalan Pola Tulisan Aksara Jawa | 2014 |
| Amin Endah Sulistiawati | Bachelor | Earthquake Density Measurement using Automatic Clustering | 2014 |
| Ayuninda Dwi Nugrowati | Bachelor | Culture-dependent Batik Classification with Analytical Function for Feature Extraction | 2014 |
| Devira Nanda Kuswhara | Bachelor | Mobile Application for Impression Detection of Indonesian Cultural Paintings | 2014 |
| Andrya Afgani | Bachelor | Cluster-oriented Recommendation System for Final Project in EEPIS using Automatic Clustering | 2014 |
| Asri Ebtami Kartika Dewi | Bachelor | Klasifikasi Citra Untuk Deteksi Penyakit Kulit berbasis Mobile | 2014 |
| Aulia Fitriana Sari | Bachelor | Sistem Pengenalan Penyakit Diabetes berdasarkan Retina Mata | 2014 |
| Nurul Fauziyah | Bachelor | Aplikasi Iridologi Untuk Analisa Kondisi Ginjal Melalui Citra Iris Mata | 2014 |
2012
| Student Name | Level | Research Topic | Finish Year |
| Indah Yulia Prafitaning Tiyas | Master | Intrusion Detection with On-line Clustering using Reinforcement Learning | 2014 |
| Mohammad Roseffendi | Bachelor | Alat Bantu Selancar Artikel Online untuk Panyandang Tuna Netra | 2013 |
| Tri Hadiah | Bachelor | Vector-based Programming for Machine Learning | 2013 |
| Galuh G. Landys | Bachelor | Vector-based Programming for Data Mining | 2013 |
| Marlisa Sagita | Bachelor | Automatic Representative News Generation using Pursuit Reinforcement Competitive Learning | 2013 |
| Syd. Ali Zein Farmadi | Bachelor | Smart I'rab: an Intelligent Application for Learning Arabic Grammar | 2013 |
| Nobel Danial | Bachelor | Piranti Bantu Navigasi untuk Penyandang Tuna Netra | 2013 |
| Aprilia Rachmawati | Bachelor | Spatio-Temporal Sirah Nabawiyah berbasis Piranti Bergerak | 2013 |
| Iwan Kurniawan | Bachelor | Spatio-Temporal Sejarah Islam Masa Khulafaur Rasyidin berbasis Piranti Bergerak | 2013 |
2011
| Student Name | Level | Research Topic | Finish Year |
| Indah Yudi Suryani | Bachelor | A Culture-based Image Search System for Indonesian Cultural Paintings with Semantic Multi-Query Analytical Functions | 2012 |
| Ely Chusniah Rulita Sandy | Bachelor | A Knowledge-based Hemodialysis Health-Care Information System with Analytical Functions of Temporal Assesment for Monitoring and Treatment Plan of Hemodialysis Patient | 2012 |
| Diptia Zandra Eka Puspitasari | Bachelor | Automatic Representative News Generation using Automatic Clustering | 2012 |
| Syamsiar Ferdyansah | Bachelor | Impression-based Batik Decoration with Culture-dependent Color Impression | 2012 |
| Khoirun Nizam | Bachelor | Pencarian Semantik Citra Batik berbasis Fitur Bentuk dan Tekstur | 2012 |
| Mellissa Ulfa Rachma Andayani | Bachelor | Automatic Representative URL Selection with Automatic Clustering | 2012 |
| Hyka Virtasari | Bachelor | Klasterisasi Kemiripan Topik Proyek Akhir berdasarkan Abstrak pada Jurusan Teknik Informatika | 2012 |
