Master Degree

Need Help?

Please contact us here:

Master of Mathematics Study Program (PSMM) has produced graduates who have contributed very significantly to the development of human resources, especially in eastern Indonesia. This is supported by the knowledge in analysis, algebra and computing related to the development of applied mathematics. Since its establishment in 2003, PSMM has graduated 523 masters of science until the 128 st graduation period (September 2023). Currently, the lecturers in PSMM consist of 6 professors and 24 doctors who are competent in the fields of Max-Plus Algebra, Data Science, Graph Theory, Computational Fluid Dynamics, Dynamic Systems, Financial Mathematics, Bioinformatics, Systems Theory, Data Assimilation and Digital Image Processing. PSMM has collaborated with several universities, both within and outside the country, for example Shibaura Institute of Technology (Japan), University of Oxford (UK), University of Essex (UK), Technische Universiteit Delft (The Netherlands) and Universiti Malaysia Pahang (Malaysia). Since 2019, PSMM has been accredited A with SK number 4332/SK/BAN-PT/Akred/M/XI/2019.

If you are interested to register in Mathematics Master Program ITS, please join the WhatsApp Group via the following link: https://chat.whatsapp.com/KclM6HWVBodA9unnV8Wr9h

Vision

Becoming a Master of Mathematics Study Program with an international reputation in the fields of analysis, algebra and computation for theoretical and applied development, especially in industry and marine with an environmental perspective

Mission

Mission of Education

Organizing master mathematics education to produce graduates of international quality and mastering concepts in the fields of analysis, algebra, and computation and their applications.
To produce masters of mathematics who believe in and fear God Almighty

Mission of Research

Actively involved in the development of mathematics and its application through international quality research activities, especially in the fields of algebra, analysis, modeling and computation.

Mission of Community Service

Empowering departmental resources to play an active role in solving problems faced by society, industry and government by integrating analysis, algebra, modeling and computation.

Mission of Management

Developing networks and synergizing with domestic and foreign universities, industry, society, and government in implementing the Tridharma of Higher Education in the field of mathematics and its applications.
Improving the competence of lecturers and education staff so that they are more creative and professional in carrying out their duties

Program Educational Objectives

Produce graduates who can have careers as academics, researchers, practitioners in the industrial sector who can use their knowledge, skills and experience to solve real problems when carrying out their professional practice.
Individuals who are able to develop research networks related to the application of mathematics to real life problems, especially in the fields of industry, energy, maritime, finance and information technology, as well as producing innovative mathematical works based on local wisdom
Individuals who are able to develop their careers, can work individually and in teams, have a leadership and managerial skill.

Alumni Profile

The graduates of MoMath are expected to work in the following areas:

Academics
Practitioners (Industry and Government)
Research Associate
Data Scientist
Financial and Banking Analyst

Program Learning Outcomes

Attitude

Able to demonstrate attitudes and character that reflect: devotion to God Almighty, ethics and integrity, noble character, sensitivity and care for social and environmental problems, respecting cultural differences and pluralism, upholding law enforcement prioritizing the interests of the nation and wider community, through creativity and innovation, excellence, strong leadership, synergy, and other potential to achieve maximum results.

General Skills

Able to develop and solve scientific and technological problems in their scientific field through research with an inter- or multidisciplinary approach to produce innovative and tested work in the form of theses and papers that have been accepted in accredited national scientific journals or accepted at reputable international conferences
Able to manage one’s own learning, and develop oneself as a lifelong learner to compete at national and international levels, in order to make a real contribution to solving problems by implementing information and communication technology and paying attention to sustainability principles.

Special Skills

Able to solve mathematical problems by applying basic mathematical statements, methods and calculations
Able to analyze mathematical problems in one of the areas: analysis, algebra, modeling, systems, optimization or computational science
Able to work and research collaboratively on mathematical problems in the fields of pure mathematics, applied mathematics or computational science
Able to communicate and present mathematical ideas clearly and coherently, both in writing and orally

Knowledge

Able to identify and explain the quality of complex mathematical problems

Curriculum

In the 2023 curriculum, the required credits on Master students was set at 36 credits scheduled for 4 (four) semesters and no later than 8 (eight) semesters including completion of thesis (2019 ITS Academic Regulations). The Study Program has three fields of interest, namely Applied Analysis and Algebra, Applied and Industrial Mathematics, as well as Data and Computing Science. The course is prepared based on the expected competencies from graduates of the Study Program, which are divided into compulsory courses, compulsory courses for each field of interest and elective courses for each field of interest. In the following table, the curriculum structure is presented based on the distribution of study load components and interest fields. The field of interest is determined when students register.

Table 1. Curriculum Structure

Study Component	Credits	Information
Compulsory Courses	8	Functional Analysis (3 Credits) Matrix Computations (3 Credits) Research and Writing in Mathematics (2 Credits)
Compulsory Courses for each Field of Interest	9	Compulsory Courses for Applied Analysis and Algebra consist of: Approximation Theory (3 Credits) Module Theory (3 Credits) Algebraic Graph (3 Credits)
		Compulsory Courses for Applied and Industrial Mathematics choose 3 couses among the following 4 courses: Mathematical Modeling (3 Credits) Dynamic Systems (3 Credits) Numerical Computation (3 Credits) Calculus of Variations (3 Credits)
		Compulsory Courses for Data and Computing Science consist of: Computer Vision (3 Credits) Machine Learning (3 Credits) Data Science Concepts (3 Credits)
Thesis	8
Elective Courses	11	Students must take 11 credits of elective courses in their field of interest.
Total	36

Table 2. The recommended scheme of taking courses in 4 semesters for each field of interest

Field of Interest	Applied Analysis and Algebra	Applied and Industrial Mathematics	Data and Computing Science
Semester 1	Compulsory Courses (8 Credits) Functional Analysis (3 Credits) Matrix Computations (3 Credits) Research and Writing in Mathematics (2 Credits)
	Compulsory Courses in their Field of Interest (3 Credits)
Semester 2	Compulsory Courses in their Field of Interest (6 Credits)
	Elective Courses in their Field of Interest (3 Credits)
Semester 3	Elective Courses in their Field of Interest (8 Credits)
Semester 4	Thesis (8 SKS)

Table 3. Elective Courses in each Field of Interest

Applied Analysis and Algebra	Applied and Industrial Mathematics	Data and Computing Science
Max-Plus Algebra (3 Credits) Fourier Analysis and Wavelets (3 Credits) Stochastic Calculus (3 Credits) Topics in Applied Algebra (2 Credits) Topics in Applied Analysis (2 Credits)	Data Assimilation (3 Credits) Biomathematics (3 Credits) Financial Mathematics (3 Credits) Risk Analysis (3 Credits) Environmental Mathematics (3 Credits) Boundary Element Methods (2 Credits) Computational Fluid Dynamics (3 Credits) Advanced Partial Differential Equations (2 Credits) Systems and Controls (3 Credits) Mathematics of Derivatives (3 Credits) Topics in Mathematical Modeling (2 Credits) Topics in Optimization (2 Credits) Survival Analysis (3 Credits)	Graph and Applications (3 Credits) Fuzzy Systems (2 Credits) Formal Verification (2 Credits) Coding Theory (3 Credits) Computational Algorithms (3 Credits) Biological Computing (3 Credits) Topics in Computing (2 Credits)

Notes:

Compulsory Courses are offered in each semester
The amount of credits after semester 1 is determined by the grade in the previous semester:
- If the grade in the previous semester is less than 3,00 then the maximum credits are 12
- If the grade in the previous semester is greater than or equal to 3,00 then the maximum credits are 15

Pohon Kurikulum Gasal 2019-Eng

ECTS

The minimum study load of students in MoMath is 36 SKS, which is equivalent to 170 minutes self study and attendance-based learning every week. In every semester, there are 16 weeks of lecture or other scheduled activities, including evaluation. The study load and other required activities are equivalent to 99.96 ECTS, where 1 ECTS equals 25 working hours. The other required activities (outside the study load) are:

Some elective courses in Semester 2 and 3 requires the students to work on a specific problem, write the results in a technical report and present the results in an internal seminar. The activities are equivalent to 3 SKS.
As a requirement for graduation, each student must publish some results of the thesis to an international conference or a journal. The activities are preparing the paper, writing the paper, revising the paper, preparing the camera-ready version, presenting the paper. The activities are equivalent to 5 SKS.
There are some activities in thesis, which take some time, such as writing the proposal, presenting the proposal, revising the proposal, presenting the results in an internal seminar. The activities are equivalent to 5 SKS.

The conversion table between the minimum study load and other required activities, from SKS to ECTS is described in the following table:

Components	SKS	ECTS
Minimum study load	36	73.44
Activities in some elective courses	3	6.12
Publication in conference or journal	5	10.20
Some activities in thesis	5	10.20
Total		99.96

List of Courses

Compulsory Courses

No	Course Name	Credits	Download
1	Functional Analysis	3
2	Matrix Computations	3
3	Research and Writing in Mathematics	2

Courses in Applied Analysis and Algebra

Compulsory Courses

No	Course Name	Credits	Download
1	Approximation Theory	3
2	Module Theory	3
3	Algebraic Graph	3

Elective Courses

No	Course Name	Credits	Download
1	Max-Plus Algebra	3
2	Fourier Analysis and Wavelets	3
3	Stochastic Calculus	3
4	Topics in Applied Algebra	2
5	Topics in Applied Analysis	2

Courses in Applied and Industrial Mathematics

Compulsory Courses

No	Course Name	Credits	Download
1	Mathematical Modeling	3
2	Dynamic Systems	3
3	Numerical Computation	3
4	Calculus of Variations	3

Elective Courses

No	Course Name	Credits	Download
1	Data Assimilation	3
2	Biomathematics	3
3	Financial Mathematics	3
4	Risk Analysis	3
5	Environmental Mathematics	3
6	Boundary Element Methods	2
7	Computational Fluid Dynamics	3
8	Advanced Partial Differential Equations	2
9	Systems and Controls	3
10	Mathematics of Derivatives	3
11	Topics in Mathematical Modeling	2
12	Topics in Optimization	2
13	Survival Analysis	3

Courses in Data and Computing Science

Compulsory Courses

No	Course Name	Credits	Download
1	Computer Vision	3
2	Machine Learning	3
3	Data Science Concepts	3

Elective Courses

No	Course Name	Credits	Download
1	Graph and Applications	3
2	Fuzzy Systems	2
3	Formal Verification	2
4	Coding Theory	3
5	Computational Algorithms	3
6	Biological Computing	3
7	Topics in Computing	2

Samples of Portfolio

1	Data Assimilation	Download
2	Biological Computing	Download
3	Numerical Computing	Download
4	Dynamical Optimization	Download
5	Stochastic Calculus	Download

Daftar Tesis

Pencarian Data Tesis dapat dilakukan pada link berikut ini https://www.its.ac.id/matematika/siamat/?module=cari-tesis

2022

NO	Nama Mahasiswa / NRP	Judul Tesis	Bulan Wisuda
1	Erna Setiawati 06111850012003	Pemodelan Matematika Penyebaran COVID-19: Studi Kasus di Jawa Timur	Maret
2	Zicky Lukman 06111950010002	Syarat Perlu atau Cukup F-Bounded dan Separabilitas di dalam Ruang Metrik-alfa Fuzzy	Maret
3	Dian Maulidiya Sari 06111950010006	Be-CoDiS: Model Matematika Penyebaran Penyakit Covid-19 Antar Negara dengan Studi Kasus di Indonesia	Maret
4	Githa Andani S 06111950010008	Analisa Dampak Pandemi Terhadap Perkembangan UMKM dengan Menyertakan Pengaruh Lokasi	Maret
5	Putri Balqis Al Kubro 06111950010010	Simulasi dan Analisa Model Kompartemen Ekonomi Sirkular	Maret
6	Jafna Kamalia Sundusia 06111950012001	Dimensi Bi-metrik Komplemen Graf Hasil Operasi Korona	Maret
7	Nirmala Mega Rosyidah 06111950012003	Dimensi Metrik Sisi Komplemen dan Dimensi Metrik Sisi Komplemen Lokal Pada Graf Hasil Operasi Korona	Maret
8	Rifki Ilham Baihaki 06111950012004	Klasifikasi Citra CT Scan Paru-Paru Menggunakan Hybrid Golden Eagle Optimizer dan Convolutional Neural Network	Maret
9	Meylawati Marfu`atin 06111950012005	PEMODELAN DAN ANALISIS PENGARUH COVID-19 TERHADAP GDP INDONESIA	Maret
10	MUALIFATUL MUNAWAROH 06111950015001	Analisa Model SIR Covid-19 dan Dampaknya Terhadap IHSG di Indonesia	Maret
11	Belgis Ainatul Iza 6002201005	PERANCANGAN SISTEM KENDALI QUADCOPTER MENGGUNAKAN METODE ROBUST SELF-TUNING PID CONTROLLER BASED ON FUZZY LOGIC	Maret
12	Oky Sukma Hakim 06111950012002	Nowcasting Curah Hujan Berdampak Tanah Longsor di Jawa Timur Menggunakan CNN-BiLSTM	September
13	Nadia Azahra 6002201002	Dimensi Metrik Campuran pada Graf Hasil Operasi Korona Dua Graf Terhubung	September
14	Choiriyah Sapta Agustina 6002201004	Penerapan Stokastik Model Predictive Control (SMPC) dengan Model yang Dipengaruhi Parameter Tak Tentu dalam Optimalisasi Portofolio Saham	September
15	Ahmad Ulul Hazmi 6002201007	KALMAN FILTER-DISTURBANCE OBSERVER-MODEL PREDICTIVE CONTROL UNTUK KENDALI SUDUT PITCH PADA PESAWAT TANPA AWAK	September
16	Amaliyatul Hasanah 6002201008	ANALISIS MODEL MATEMATIKA VIRUS COVID-19 PADA MANUSIA DENGAN SUBJEK MANUSIA SEHAT DAN PENDERITA DIABETES TIPE 2	September
17	Windya Harieska Pramujati 6002201009	Penetapan Premi Asuransi Gempa Bumi pada Bangunan Residensial dan Non-engineered Masonry dengan Mempertimbangkan Pajak dan Subsidi	September
18	Sovia Prabaningtyas 6002201010	Desain Kendali Linear Quadratic Gaussian Tracking dengan Optimasi Algoritma Firefly pada Quadcopter	September
19	Zaitun 6002201014	MAGNETOHIDRODINAMIK ALIRAN FLUIDA NANO YANG MENGALIR MELALUI KAIN CERDAS DENGAN PENGARUH MEDAN MAGNET DAN FLUX RADIASI	September
20	Mohamad Ilham Dwi Firmansyah 6002201015	Perjalanan Kuantum Tidak Beraturan atas Aljabar Max-Plus	September
21	Ulfa Inas Sayekti 6002201016	Desain Kendali Sudut Hadap Kapal untuk Mengikuti Lintasan Dubins dengan Halangan Dinamis menggunakan Kalman Filter – Model Predictive Control (KF-MPC)	September
22	Ario Fajar Pratama 6002201017	SUPER-RESOLUSI VIDEO MENGGUNAKAN METODE TEMPORAL GROUP ATTENTION (TGA) PADA IDENTIFIKASI PLAT NOMOR KENDARAAN BERGERAK	September

2021

NO	Nama Mahasiswa / NRP	Judul Tesis	Bulan Wisuda
1	Muhammad Rifki Muheimin 06111850010003	Tracking dan Counting Kerusakan Jalan pada Data Video Menggunakan Filter Gabor dan Metode Radial Basis Function Network (RBFN)	Maret
2	Gina Faaizatud Dini 06111850010007	Reduksi Noise Hujan Menggunakan Image Decomposition untuk Meningkatkan Akurasi Deteksi Lokasi Plat Nomor Kendaraan	Maret
3	Rumia Octavia 06111850010013	KLASIFIKASI DAN PERHITUNGAN KENDARAAN BERBASIS DEEP LEARNING DENGAN METODE FASTER R-CNN	Maret
4	Nurul Yakim Kazal 06111850012001	Transformasi Error-Free Untuk Perkalian Matriks Kompleks	Maret
5	Annisa Hevita Gustina K S 06111850010014	Dimensi Metrik Sisi Lokal dan Dimensi Metrik Sisi Ketetanggaan pada Graf	September
6	MELKI IMAMASTRI PULING TANG 06111850012002	Estimasi Parameter terhadap Model Pengangguran (Studi kasus di Propinsi Jawa Timur)	September
7	Ratna Cintya Dewi 06111850012004	KLASIFIKASI INTENSITAS DAN TIPE CURAH HUJAN SPASIAL DI KOTA SURABAYA BERDASARKAN DATA PENGAMATAN DAN DATA RADAR CUACA MENGGUNAKAN CONVOLUTIONAL NEURAL NETWORK	September
8	RIDHO SHOLEHURROHMAN 06111950010001	Pengembangan YOLOv3 dengan Fitur Ekstraktor MobileNetv2 untuk Deteksi dan Klasifikasi Kendaraan Bergerak	September
9	Mochammad Reza Habibi 06111950010004	PENINGKATAN PERFORMANSI SINGLE SHOT DETECTOR DAN MODIFIKASI KALIBRASI ZHANG UNTUK ESTIMASI JARAK DALAM MENDUKUNG SOCIAL DISTANCING	September
10	NURDIA DWI CAHYANI 06111950010005	IMPLEMENTASI ENSEMBLE KALMAN FILTER DAN KONTROL KONSESUS PADA SISTEM GERAK MULTI-ROBOT	September
11	AMELIA MARGARETHA SANTOSO 06111950010007	Estimasi Ketinggian Gelombang Laut di Pesisir Selatan pulau Jawa Menggunakan Metode Fuzzy Ensemble Kalman Filter	September
12	Sie, Evan Setiawan 06111950010009	Syarat bagi Ketunggalan Limit Barisan serta Kelengkapan pada Ruang Metrik Cone Poligonal	September

2020

NO	Nama Mahasiswa / NRP	Judul Tesis	Bulan Wisuda
1	Muhammad Chalid Fansury 06111750010010	Indeks Sum Nano – Zagreb dan Indeks Multiplikatif Sum Nano Zagreb Pada Hasil Operasi Graf	Maret
2	SUCI YONGKI SETYOWATI 06111750012007	Kontrol Optimal Pertumbuhan Mikroalga Menggunakan Metode Linear Quadratic Regulator dengan Optimasi Firefly Algorithm	Maret
3	Ainun Kusnul Khotimah 06111750012014	Estimasi dan Perancangan Sistem Kendali Robust untuk Tracking Posisi pada Gerak Unmanned Aerial Vehicle (UAV)	Maret
4	Baity Jannaty 06111850010008	Desain Kendali Haluan Kapal dengan Unscented Model Predictive Control (UMPC)	Maret
5	Asmudik 06111750010007	Verifikasi Keamanan Model Epidemik pada Virus HIV dengan Model Taylor	September
6	Syaiful Ridzal Zulkarnain 06111750010011	Spektrum Graf Korona Sisi Pangkat Dua Pada Matriks Ketetanggaan, Laplacian, Dan Signless-Laplacian	September
7	Latifatul Mamnunah 06111850010002	ANALISIS VOLATILITAS DAN VALUE AT RISK PADA SUKUK FRANKLIN GLOBAL LUXEMBOURG MENGGUNAKAN MODEL GARCH DAN KF-GARCH	September
8	Retno Palupi 06111850010004	Analisis Peramalan Volatilitas dengan Model Markov-Switching GARCH dan Estimasi Risiko Value at Risk pada Franklin Global Sukuk Fund Luxemburg	September
9	Jessica Rahma Prillantika 06111850010009	Analisis Volatilitas dan Value at Risk pada Franklin Global Sukuk Fund dengan Model GARCH dan GARCH-MCMC	September
10	Moh Hamim Zajuli Al Faroby 06111850010010	Extreme Gradient Boosting Untuk Pencarian Protein yang Berpengaruh Terhadap Produksi Insulin Berdasarkan Interaksi Protein-Protein	September
11	Luluk Sarifah 06111850010012	KOMBINASI METODE FILTER KORELASI DAN FILTER KALMAN UNTUK PELACAKAN KENDARAAN BERGERAK DENGAN PENANGANAN OKLUSI PADA VIDEO TRANSPORTASI	September

Sebelumnya

No	Nama/NRP	Judul Tesis
1	Prima Aditya 06111750010008	Penerapan Robust Kalman Filter dan Kontrol Konsensus pada Sistem Gerak Multi-robot
2	Helisyah Nur Fadhilah 06111750010005	DESAIN SENTRALISASI DAN DESENTRALISASI KONTROL H_infinity DENGAN PENDEKATAN LINEAR MATRIX INEQUALITY
3	Firdaus Priyatno P 06111750010003	Estimasi Gelombang Tsunami di Selatan Pulau Jawa Menggunakan Metode Ensemble Kalman Filter
4	Dian Ayu Merdekawati 06111650012009	Optimasi Penjadwalan Closed Shop Menggunakan Max-Plus Automata
5	Sitti Rosnafi’an Sumardi 06111650012014	Kendali Optimal Pada Penyebaran Virus Ebola Dengan Mempertimbangkan Pengaruh Perubahan Perilaku Manusia Dan Iklim. (Studi Kasus : Republik Demokratik Kongo)
6	Shaffiani Nurul Fajar 06111750010002	Estimasi Gelombang Pasang Surut di Pesisir Selatan Pulau Jawa dengan Metode Ensemble Kalman Filter
7	Dian Kusuma Rahma Putri 06111750010020	Kendali Haluan Kapal untuk Pelacakan Lintasan Dubins dengan Halangan Dinamis Menggunakan Model Predictive Control
8	Fedric Fernando 06111750010013	BAT ALGORITHM UNTUK MOLECULAR DOCKING SENYAWA ALKALOID SA2014 TERHADAP PROTEIN CYCLIN D1 PADA KANKER
9	Zulfa Afiq Fikriya 06111750010004	Molecular Docking Senyawa Alkaloid SA2014 Terhadap Protein Cyclin D1 pada Kanker Menggunakan Firefly Algorithm
10	Ninik Hariati 06111750010015	Valuasi Asuransi Deposito yang Menyertakan Risiko pada Model Heston
11	Muftiyatul Azizah 06111750012003	PREDIKSI HARGA SAHAM MENGGUNAKAN MODEL GEOMETRIC BROWNIAN MOTION DENGAN METODE HYBRID
12	Dauliyatu Achsina 06111750012002	KONTROL OPTIMAL MODEL SMOKING DENGAN OPTIMALISASI PEMBOBOT MENGGUNAKAN ALGORITMA ARTIFICIAL BEE COLONY
13	Alvina Khairun Nisa’ 06111750012012	IDENTIFIKASI POTENSI BENCANA LONGSOR DI JAWA TIMUR MENGGUNAKAN MODEL JARINGAN SYARAF TIRUAN
14	TITO NUR MUSTIKA 06111750012010	Prediksi Harga Saham dengan Geometric Brownian Motion dan ARIMA – Termodifikasi Kalman Filter
15	Herlina Stephani 06111750012013	ANALISIS MODEL MATEMATIKA ALIRAN FLUIDA MIKROKUTUB YANG MELALUI BOLA BERMAGNET TERIRIS
16	Oryza Safitri 06111750012008	MODEL MATEMATIKA MAGNETOHIDRODINAMIKA YANG MELALUI BOLA BERMAGNET TERIRIS DALAM FLUIDA NANO DENGAN PENGARUH KONVEKSI CAMPURAN
17	Sarah Maghfiroh Ilahi 06111750012005	KONTROL OPTIMAL MODEL PENYEBARAN RUMOR DENGAN OPTIMALISASI PEMBOBOT MENGGUNAKAN ARTIFICIAL BEE COLONY
18	LULUK IANATUL AFIFAH 06111750010019	Penentuan Premi Asuransi Deposito Menggunakan Model Heston dengan Transformasi Fourier
19	Muhammad Thahiruddin 06111750012006	ANALISIS MODEL MATEMATIKA ALIRAN FLUIDA NANO MAGNETOHIDRODINAMIK YANG MELALUI BOLA MAGNET BERPORI TERIRIS
20	Adhi Surya Nugraha 06111750012001	Analisis Model Matematika Aliran Fluida Kental Magnetohidrodinamik yang Melalui Bola Bermagnet Teriris
21	Aditya Pratama Nusantara 06111750012004	Reduksi Noise Hujan Menggunakan Guided Filter Untuk Meningkatkan Akurasi Counting Kendaraan Bergerak
22	Muhammad Muslim 06111750012011	Identifikasi Lubang pada Jalan menggunakan Pengolahan Citra Digital
23	KURNIAWAN SUGIARTO 06111750012009	KOMBINASI WAVELET DAN KALMAN FILTER UNTUK PERAMALAN TIME SERIES MENGGUNAKAN METODE ARIMA
24	Imroatus Siyamah 06111750010017	Analisa Perbandingan Valuasi CAT Bond dengan Metode Monte Carlo dan Kuasi Monte Carlo
25	L..ABD.RAZID 1215201208	PERENCANAAN MUSIM TANAM TANAMAN PANGAN MENGGUNAKAN RANTAI MARKOV
26	M. Ulul Albab 06111650010007	Peramalan Produksi Udang Vannamei Berdasarkan Data Cuaca Menggunakan Pendekatan Jaringan Radial Basis Function (Studi Kasus: Kabupaten Lamongan)
27	Khusnul Yaqin 06111650012005	PREDIKSI CURAH HUJAN DAN POLA HUBUNGANNYA TERHADAP PRODUKSI PADI DAN JAGUNG DI MALANG JAWA TIMUR
28	M Anas Fikri Muzaki 06111650012002	Pemodelan Matematika dan Perbandingan Kendali PID dan Sliding Mode Control pada Remote Control Weapon Station Kaliber 12.7mm
29	Ahmad Maulana Syafii 06111750010009	Kendali Haluan Kapal dengan Menggunakan Modifikasi Model Predictive Control-Kalman Filter
30	Selvister Heri WIbawa 06111750010012	Pendekatan Model Matematika Dalam Sistem Perbankan di Indonesia Dengan Menggunakan Model Lotka Volterra Tingkat Tiga
31	Airin Nur Hidayati 06111750010014	KONTROL OPTIMAL MODEL PADA SIKLUS BISNIS IS-LM DUA TUNDAAN
32	Rikcy Bayu Suhendra 06111650012015	Bilangan Dominasi Pada Graf Sierpinski S(n,C4)
33	Nur Afnia 06111750010016	Valuasi Asuransi Deposito yang meyertakan Resiko dengan Transformasi Fourier
34	Akhmad Mujayyid 06111750010001	Simulasi Numerik Aliran Darah Melalui Percabangan Dalam Sistem Arteri Dengan Adanya Multi-Stenosis
35	Andika Ardiansyah 06111750010021	Penentuan Lokasi dan Jumlah Halte Monorel di Surabaya dengan Model Max Covering Problem
36	Muhammad Ikhwan 06111650010011	Sistem Kendali Aktif Pasif pada Motor Penjejak Matahari Dua Sumbu Menggunakan Fuzzy Logic Control – Model Predictive Control
37	Muhamad Suef 06111650010018	MODIFIKASI DEKOMPOSISI DULMAGE-MENDELSOHN PADA MATRIKS PERSEGI REGULER TEREDUKSI ATAS ALJABAR MAX-PLUS
38	Yolanda Norasia 06111650012011	MAGNETOHIDRODINAMIK FLUIDA NANO TAK TUNAK YANG MENGALIR MELEWATI BOLA BERMAGNET DIPENGARUHI OLEH KONVEKSI CAMPURAN
39	Lutfi Mardianto 06111650010008	Simulasi Numerik dari Aliran Konveksi Campuran Magnetohidrodinamik Tak Tunak untuk Fluida Kental Melalui Bola Bermagnet
40	CHARISMA JUNI KUMALASARI 06111650012001	ALIRAN FLUIDA MAGNETOHIDRODINAMIK MIKROKUTUB YANG MELALUI BOLA BERPORI DI BAWAH PENGARUH KONVEKSI CAMPURAN DAN MEDAN MAGNET
41	Maulidyani Abu 06111650012007	ALIRAN FLUIDA NANO MELALUI BOLA BERPORI DIBAWAH PENGARUH KONVEKSI CAMPURAN DAN MEDAN MAGNET
42	Mufatin Fauziyah 06111650012010	MAGNETOHIDRODINAMIK FLUIDA MIKROKUTUB TAK TUNAK YANG MELEWATI BOLA DI BAWAH PENGARUH KONVEKSI CAMPURAN DAN MEDAN MAGNET MENGGUNAKAN SKEMA IMPLISIT EULER
43	Asmianto 06111650012012	Kontrol Formasi pada sistem beberapa dubins pesawat dengan adanya pemimpin
44	Heri Purnawan 06111650010016	Disturbance Compensating Model Predictive Control untuk Kendali Gerak Kapal Perang dengan Misi Penembakan Misil
45	Prismahardi Aji Riyantoko 1216201213	Kendali Optimal Produksi Lipid pada Mikroalga dengan Keterbatasan Nutrisi dan Karbondioksida Menggunakan Metode Linear Quadratik Regulator
46	ABDUL MAHATIR NAJAR 06111650010012	PENERAPAN METODE EXTREME LEARNING MACHINE UNTUK PREDIKSI TINGKAT RISIKO WABAH DEMAM BERDARAH BERDASARKAN KEADAAN CUACA
47	Nur Ilmayasinta 06111650012003	KENDALI OPTIMAL PADA MODEL EKSTRAKSI LIPID MIKROALGA MENGGUNAKAN METODE LQR (LINIER QUADRATIC REGULATOR) DAN METODE PMP (PONTRYAGIN MAXIMAL PRINCIPLE)
48	AMIRUL HAKAM 1216201017	SIMULASI NUMERIK ALIRAN FLUIDA DI SEKITAR SILINDER SIRKULAR DAN TIGA KENDALI PASIF
49	Nihaya Alivia Coraima Dewi 06111650012004	Optimasi Domain of Attraction Model Epidemik pada Dua Wilayah dengan Tiga Lintasan
50	ravy hayu 06111650010019	Deteksi dan Klasifikasi Kerusakan Jalan Aspal Menggunakan Metode YOLO Berbasis Citra Digital
51	zaimatul firdaus 06111650010001	Penerapan Metode Connected Component Labelling (CCL) Untuk Pengukuran Dimensi Lubang Jalan Aspal Berbasis Citra Digital
52	Handy Frank Wily Ambarita 06111650010020	PENERAPAN ALGORITMA DISCRETE CUCKOO SEARCH PADA MULTIPLE TRAVELLING SALESMAN PROBLEM
53	Luqman Affandi 06111650012006	Estimasi Parameter-Parameter Yield Surat Utang Negara Indonesia Menggunakan Metode Ensemble Kalman Filter
54	Tri Maryono Rusadi 1214201020	KONTROL OPTIMAL SISTEM PERAWATAN PRODUK DENGAN MEMPERHATIKAN KERUSAKAN PRODUK, PAJAK EMISI, INVESTASI R&D PADA TEKNOLOGI POLUSI DAN TINGKAT DISKON
55	Yan Aditya Pradana 06111650010003	Analisis Data Cuaca untuk Estimasi Produksi Padi dengan Menggunakan Metode Hidden Markov Model
56	Jaya Santoso 06111650010004	Dimensi Metrik dan Dimensi Partisi Graf Cycle Books
57	Ahmad Khairul Umam 1215201005	Transformasi Wavelet Quaternion dengan Filter Rata-rata pada Proses Denoising Citra
58	siti khotijah 1214201204	Penerapan Transformasi Wavelet Daubechies untuk Mereduksi Noise Hujan pada Video
59	Wardatus Syarifah 1215201204	Perbandingan Kalman Filter dan Ensemble Kalman Filter untuk Estimasi Penyebaran Api pada Kebakaran Hutan
60	Harmerita 1214201203	Estimasi Suku Bunga Model Cox Ingersoll Ross (CIR) Menggunakan Extended Kalman Filter untuk Perhitungan Supplemental Cost pada Program Pensiun
61	YESSY VITA OKTAVIANA 1215201210	Perbandingan Kalman Filter dan Fraksional Kalman Filter untuk Estimasi Konsentrasi Polutan pada Masalah Polusi Udara
62	Nabila Asyiqotur Rohmah 1215201207	ESTIMASI CURAH HUJAN BERDASARKAN MODEL TFR MENGGUNAKAN METODE ENSEMBLE KALMAN FILTER
63	Mey Lista Tauryawati 1215201205	Metode Volume Hingga dalam Menentukan Harga European Call Option dengan Regime-Switching Volatilitas
64	Zainullah Zuhri 06111650010009	PENGEMBANGAN TIPE 2 FUZZY SLIDING MODE CONTROL (T2FSMC) PADA KONTROL POSISI PANEL SURYA DENGAN OPTIMASI GAIN SCALE FACTOR MENGGUNAKAN FIREFLY ALGORITHM
65	AHMAD JAMIL 06111650010013	OPTIMALISASI PERTUMBUHAN ALGA DENGAN VARIABEL KENDALI ALIRAN KARBON DIOKSIDA DAN NUTRISI MENGGUNAKAN ALGORITMA KUNANG-KUNANG
66	Aditya Putra Pratama 06111650010014	Abstraksi Berhingga Sistem uncertain-Max-Plus-Linear
67	Annisa Rahmita Soemarsono 06111650010015	Kelengkapan Ruang Barisan l_2(P) dan Ruang Fungsi L_2(P) di Dalam Ruang Metrik Parsial
68	Bagus Juliyanto 1214201016	Pengaruh Pembangkitan Panas Pada Aliran Konveksi Campuran Fluida Nano Melalui Permukaan Silinder Sirkular Horizontal
69	Vimala Rachmawati 1215201202	IMPLEMENTASI ALGORITMA FILTER KALMAN PADA MODEL TEREDUKSI DENGAN METODE SINGULAR PERTURBATION APPROXIMATION
70	Zendhiastara Arthananda 1214201040	Ko-Optimasi Source dan Mask Pattern Berdasarkan Algoritma Multi-Objektif Particle Swarm Optimization
71	Deri Triana 06111650010002	Sifat-Sifat Elementer Segitiga di Ruang Bernorma dan Ruang Bernorma-2
72	Alifiah Yulisda Badri 06111650010010	KAJIAN DIMENSI METRIK KETETANGGAAN DAN DIMENSI METRIK KETETANGGAAN LOKAL PADA GRAF MATAHARI DAN GRAF BUKU BERTUMPUK
73	Hasanuddin Al-Habib 1215201211	METODE HYBRID UNTUK MENGHILANGKAN BAYANGAN DENGAN MODIFIKASI SUB REGION MATCHING DAN GAUSSIAN MIXTURE MODEL